2021-06-18 19:38:59,892 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - 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;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -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 -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.3.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.15.0+1b39778 ------------------------------------------------------------ 2021-06-18 19:38:59,893 - mmaction - INFO - Distributed training: True 2021-06-18 19:39:01,289 - mmaction - INFO - Config: model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8, num_segments=16), 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, num_segments=16), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=1) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.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='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict( type='RawFrameDecode', io_backend='memcached', 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'), 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', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=4, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=6), test_dataloader=dict(videos_per_gpu=6), train=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/kinetics400/rawframes_train', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict( type='RawFrameDecode', io_backend='memcached', 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'), 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', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], start=85, gpu_collect=True) optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 work_dir = './work_dirs/tsm_r50_uniform_1x1x16_100e_kinetics400_rgb/' gpu_ids = range(0, 16) omnisource = False module_hooks = [] 2021-06-18 19:39:06,237 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2021-06-18 19:39:09,025 - mmaction - INFO - Start running, host: linjintao@SH-IDC2-172-20-21-223, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/tsm_r50_uniform_1x1x16_100e_kinetics400_rgb 2021-06-18 19:39:09,025 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-06-18 19:40:28,775 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 17 days, 7:50:12, time: 3.985, data_time: 3.299, memory: 7080, top1_acc: 0.0047, top5_acc: 0.0297, loss_cls: 6.2879, loss: 6.2879, grad_norm: 3.3642 2021-06-18 19:40:39,871 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 9 days, 20:58:05, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.0148, top5_acc: 0.0437, loss_cls: 6.4226, loss: 6.4226, grad_norm: 3.3861 2021-06-18 19:40:50,969 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 7 days, 9:14:16, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.0227, top5_acc: 0.0734, loss_cls: 5.8414, loss: 5.8414, grad_norm: 2.9811 2021-06-18 19:41:02,105 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 6 days, 3:27:49, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.0305, top5_acc: 0.0977, loss_cls: 5.6822, loss: 5.6822, grad_norm: 3.1507 2021-06-18 19:41:13,156 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 5 days, 9:29:46, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.0437, top5_acc: 0.1453, loss_cls: 5.4336, loss: 5.4336, grad_norm: 3.5127 2021-06-18 19:41:24,274 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 4 days, 21:34:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.0625, top5_acc: 0.1539, loss_cls: 5.2277, loss: 5.2277, grad_norm: 3.7382 2021-06-18 19:41:35,371 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 4 days, 13:02:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.0742, top5_acc: 0.2008, loss_cls: 5.0771, loss: 5.0771, grad_norm: 3.9215 2021-06-18 19:41:46,506 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 4 days, 6:39:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.0750, top5_acc: 0.2062, loss_cls: 4.9770, loss: 4.9770, grad_norm: 4.0347 2021-06-18 19:41:57,674 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 4 days, 1:43:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.0758, top5_acc: 0.2281, loss_cls: 4.8917, loss: 4.8917, grad_norm: 4.2091 2021-06-18 19:42:08,734 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 3 days, 21:43:04, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.0961, top5_acc: 0.2555, loss_cls: 4.8431, loss: 4.8431, grad_norm: 4.5488 2021-06-18 19:42:19,860 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 3 days, 18:27:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.0938, top5_acc: 0.2430, loss_cls: 4.7770, loss: 4.7770, grad_norm: 4.5354 2021-06-18 19:42:31,014 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 3 days, 15:46:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.0984, top5_acc: 0.2523, loss_cls: 4.6654, loss: 4.6654, grad_norm: 4.6426 2021-06-18 19:42:42,129 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 3 days, 13:27:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.1203, top5_acc: 0.3055, loss_cls: 4.5332, loss: 4.5332, grad_norm: 4.7944 2021-06-18 19:42:53,266 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 3 days, 11:30:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.1242, top5_acc: 0.2984, loss_cls: 4.4765, loss: 4.4765, grad_norm: 4.8260 2021-06-18 19:43:04,392 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 3 days, 9:48:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.1352, top5_acc: 0.3070, loss_cls: 4.4115, loss: 4.4115, grad_norm: 4.9564 2021-06-18 19:43:15,521 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 3 days, 8:19:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.1391, top5_acc: 0.3250, loss_cls: 4.4220, loss: 4.4220, grad_norm: 4.7894 2021-06-18 19:43:26,644 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 3 days, 6:59:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.1375, top5_acc: 0.3422, loss_cls: 4.3266, loss: 4.3266, grad_norm: 4.8884 2021-06-18 19:43:37,755 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 3 days, 5:49:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.1414, top5_acc: 0.3383, loss_cls: 4.3312, loss: 4.3312, grad_norm: 4.9698 2021-06-18 19:43:48,880 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 3 days, 4:46:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.1633, top5_acc: 0.3484, loss_cls: 4.2968, loss: 4.2968, grad_norm: 5.0672 2021-06-18 19:43:59,975 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 3 days, 3:49:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.1531, top5_acc: 0.3492, loss_cls: 4.2087, loss: 4.2087, grad_norm: 4.9633 2021-06-18 19:44:11,080 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 3 days, 2:57:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.1398, top5_acc: 0.3500, loss_cls: 4.2247, loss: 4.2247, grad_norm: 5.0683 2021-06-18 19:44:22,199 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 3 days, 2:11:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.1656, top5_acc: 0.3844, loss_cls: 4.0980, loss: 4.0980, grad_norm: 5.1059 2021-06-18 19:44:33,334 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 3 days, 1:28:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.1602, top5_acc: 0.3828, loss_cls: 4.0796, loss: 4.0796, grad_norm: 4.9636 2021-06-18 19:44:44,486 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 3 days, 0:50:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.1891, top5_acc: 0.3937, loss_cls: 3.9923, loss: 3.9923, grad_norm: 5.1368 2021-06-18 19:44:55,631 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 3 days, 0:14:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.1688, top5_acc: 0.3875, loss_cls: 4.0121, loss: 4.0121, grad_norm: 5.0432 2021-06-18 19:45:06,875 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 2 days, 23:42:59, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.1766, top5_acc: 0.3961, loss_cls: 4.0343, loss: 4.0343, grad_norm: 5.2428 2021-06-18 19:45:18,002 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 2 days, 23:12:01, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.1703, top5_acc: 0.3797, loss_cls: 4.0429, loss: 4.0429, grad_norm: 4.8827 2021-06-18 19:45:29,141 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 2 days, 22:43:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.1859, top5_acc: 0.4180, loss_cls: 3.8773, loss: 3.8773, grad_norm: 5.1003 2021-06-18 19:45:40,268 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 2 days, 22:17:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.8512, loss: 3.8512, grad_norm: 5.2510 2021-06-18 19:45:51,371 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 2 days, 21:52:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.1875, top5_acc: 0.3937, loss_cls: 4.0518, loss: 4.0518, grad_norm: 5.1415 2021-06-18 19:46:02,497 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 2 days, 21:28:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2023, top5_acc: 0.4492, loss_cls: 3.8063, loss: 3.8063, grad_norm: 5.1451 2021-06-18 19:46:13,565 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 2 days, 21:06:26, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.1852, top5_acc: 0.4156, loss_cls: 3.9014, loss: 3.9014, grad_norm: 5.0936 2021-06-18 19:46:24,697 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 2 days, 20:45:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.1930, top5_acc: 0.4258, loss_cls: 3.8553, loss: 3.8553, grad_norm: 5.2535 2021-06-18 19:46:35,833 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 2 days, 20:26:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2133, top5_acc: 0.4500, loss_cls: 3.7581, loss: 3.7581, grad_norm: 4.9873 2021-06-18 19:46:46,961 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 2 days, 20:08:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.1945, top5_acc: 0.4398, loss_cls: 3.7816, loss: 3.7816, grad_norm: 5.1833 2021-06-18 19:46:58,089 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 2 days, 19:51:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.6574, loss: 3.6574, grad_norm: 5.1214 2021-06-18 19:47:09,228 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 2 days, 19:35:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2008, top5_acc: 0.4250, loss_cls: 3.8231, loss: 3.8231, grad_norm: 5.2129 2021-06-18 19:47:20,346 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 2 days, 19:19:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2070, top5_acc: 0.4484, loss_cls: 3.7699, loss: 3.7699, grad_norm: 5.1186 2021-06-18 19:47:31,481 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 2 days, 19:05:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2242, top5_acc: 0.4516, loss_cls: 3.7426, loss: 3.7426, grad_norm: 5.3878 2021-06-18 19:47:42,606 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 2 days, 18:51:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2195, top5_acc: 0.4492, loss_cls: 3.7086, loss: 3.7086, grad_norm: 5.3520 2021-06-18 19:47:53,744 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 2 days, 18:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2352, top5_acc: 0.4594, loss_cls: 3.6289, loss: 3.6289, grad_norm: 5.2874 2021-06-18 19:48:04,879 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 2 days, 18:25:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.6692, loss: 3.6692, grad_norm: 5.4548 2021-06-18 19:48:15,992 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 2 days, 18:13:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.2148, top5_acc: 0.4695, loss_cls: 3.6484, loss: 3.6484, grad_norm: 5.3247 2021-06-18 19:48:27,140 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 2 days, 18:01:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2328, top5_acc: 0.4875, loss_cls: 3.5599, loss: 3.5599, grad_norm: 5.3422 2021-06-18 19:48:38,256 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 2 days, 17:50:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2266, top5_acc: 0.4750, loss_cls: 3.6184, loss: 3.6184, grad_norm: 5.4081 2021-06-18 19:48:49,370 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 2 days, 17:40:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6159, loss: 3.6159, grad_norm: 5.4932 2021-06-18 19:49:00,493 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 2 days, 17:29:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2219, top5_acc: 0.4602, loss_cls: 3.6106, loss: 3.6106, grad_norm: 5.3027 2021-06-18 19:49:11,635 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 2 days, 17:20:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6374, loss: 3.6374, grad_norm: 5.5112 2021-06-18 19:49:22,762 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 2 days, 17:11:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2469, top5_acc: 0.5242, loss_cls: 3.4289, loss: 3.4289, grad_norm: 5.2795 2021-06-18 19:49:33,894 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 2 days, 17:02:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6066, loss: 3.6066, grad_norm: 5.4379 2021-06-18 19:49:45,021 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 2 days, 16:53:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2523, top5_acc: 0.5234, loss_cls: 3.4950, loss: 3.4950, grad_norm: 5.5172 2021-06-18 19:49:56,155 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 2 days, 16:45:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.4992, loss: 3.4992, grad_norm: 5.6541 2021-06-18 19:50:07,282 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 2 days, 16:37:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2539, top5_acc: 0.5125, loss_cls: 3.4748, loss: 3.4748, grad_norm: 5.2574 2021-06-18 19:50:18,415 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 2 days, 16:29:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2305, top5_acc: 0.4930, loss_cls: 3.5541, loss: 3.5541, grad_norm: 5.4027 2021-06-18 19:50:29,529 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 2 days, 16:22:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5315, loss: 3.5315, grad_norm: 5.2878 2021-06-18 19:50:40,664 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 2 days, 16:15:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2586, top5_acc: 0.5039, loss_cls: 3.4526, loss: 3.4526, grad_norm: 5.2861 2021-06-18 19:50:51,819 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 2 days, 16:08:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2453, top5_acc: 0.5141, loss_cls: 3.4964, loss: 3.4964, grad_norm: 5.3668 2021-06-18 19:51:02,971 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 2 days, 16:01:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2437, top5_acc: 0.4945, loss_cls: 3.4821, loss: 3.4821, grad_norm: 5.5949 2021-06-18 19:51:14,063 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 2 days, 15:55:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2367, top5_acc: 0.4906, loss_cls: 3.5235, loss: 3.5235, grad_norm: 5.3922 2021-06-18 19:51:25,207 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 2 days, 15:48:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 3.5233, loss: 3.5233, grad_norm: 5.4043 2021-06-18 19:51:36,333 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 2 days, 15:43:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2500, top5_acc: 0.5172, loss_cls: 3.4360, loss: 3.4360, grad_norm: 5.2761 2021-06-18 19:51:47,478 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 2 days, 15:37:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.3811, loss: 3.3811, grad_norm: 5.5033 2021-06-18 19:51:58,619 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 2 days, 15:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2719, top5_acc: 0.5109, loss_cls: 3.4218, loss: 3.4218, grad_norm: 5.2718 2021-06-18 19:52:09,752 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 2 days, 15:26:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.3923, loss: 3.3923, grad_norm: 5.3429 2021-06-18 19:52:20,874 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 2 days, 15:20:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2578, top5_acc: 0.5281, loss_cls: 3.3429, loss: 3.3429, grad_norm: 5.2950 2021-06-18 19:52:32,005 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 2 days, 15:15:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2711, top5_acc: 0.5328, loss_cls: 3.3348, loss: 3.3348, grad_norm: 5.4026 2021-06-18 19:52:43,155 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 2 days, 15:10:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2656, top5_acc: 0.5430, loss_cls: 3.3023, loss: 3.3023, grad_norm: 5.4258 2021-06-18 19:52:54,285 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 2 days, 15:05:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5727, loss_cls: 3.1997, loss: 3.1997, grad_norm: 5.4743 2021-06-18 19:53:05,421 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 2 days, 15:01:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2555, top5_acc: 0.5219, loss_cls: 3.3679, loss: 3.3679, grad_norm: 5.4815 2021-06-18 19:53:16,542 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 2 days, 14:56:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2672, top5_acc: 0.5305, loss_cls: 3.3641, loss: 3.3641, grad_norm: 5.5953 2021-06-18 19:53:27,686 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 2 days, 14:51:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3016, top5_acc: 0.5523, loss_cls: 3.2647, loss: 3.2647, grad_norm: 5.3603 2021-06-18 19:53:38,845 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 2 days, 14:47:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2898, top5_acc: 0.5789, loss_cls: 3.1713, loss: 3.1713, grad_norm: 5.4717 2021-06-18 19:53:49,958 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 2 days, 14:43:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2695, top5_acc: 0.5422, loss_cls: 3.3124, loss: 3.3124, grad_norm: 5.4007 2021-06-18 19:54:01,090 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 2 days, 14:39:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2734, top5_acc: 0.5516, loss_cls: 3.2870, loss: 3.2870, grad_norm: 5.4232 2021-06-18 19:54:12,247 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 2 days, 14:35:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.2906, top5_acc: 0.5508, loss_cls: 3.2301, loss: 3.2301, grad_norm: 5.3243 2021-06-18 19:54:23,373 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 2 days, 14:31:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2836, top5_acc: 0.5422, loss_cls: 3.2676, loss: 3.2676, grad_norm: 5.4446 2021-06-18 19:54:34,507 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 2 days, 14:27:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2859, top5_acc: 0.5633, loss_cls: 3.2651, loss: 3.2651, grad_norm: 5.6504 2021-06-18 19:54:45,674 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 2 days, 14:23:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.2087, loss: 3.2087, grad_norm: 5.5560 2021-06-18 19:54:56,787 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 2 days, 14:20:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5250, loss_cls: 3.3176, loss: 3.3176, grad_norm: 5.5414 2021-06-18 19:55:07,906 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 2 days, 14:16:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2930, top5_acc: 0.5578, loss_cls: 3.2834, loss: 3.2834, grad_norm: 5.3184 2021-06-18 19:55:19,041 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 2 days, 14:13:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2695, top5_acc: 0.5414, loss_cls: 3.3021, loss: 3.3021, grad_norm: 5.5196 2021-06-18 19:55:30,175 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 2 days, 14:09:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2820, top5_acc: 0.5352, loss_cls: 3.3379, loss: 3.3379, grad_norm: 5.5417 2021-06-18 19:55:41,315 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 2 days, 14:06:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 3.1818, loss: 3.1818, grad_norm: 5.3572 2021-06-18 19:55:52,463 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 2 days, 14:03:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2922, top5_acc: 0.5500, loss_cls: 3.2519, loss: 3.2519, grad_norm: 5.5895 2021-06-18 19:56:03,605 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 2 days, 14:00:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2906, top5_acc: 0.5484, loss_cls: 3.2986, loss: 3.2986, grad_norm: 5.3896 2021-06-18 19:56:14,740 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 2 days, 13:56:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3078, top5_acc: 0.5703, loss_cls: 3.1626, loss: 3.1626, grad_norm: 5.4434 2021-06-18 19:56:25,899 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 2 days, 13:53:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3023, top5_acc: 0.5687, loss_cls: 3.1543, loss: 3.1543, grad_norm: 5.3678 2021-06-18 19:56:37,024 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 2 days, 13:50:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0728, loss: 3.0728, grad_norm: 5.5584 2021-06-18 19:56:48,138 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 2 days, 13:47:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2891, top5_acc: 0.5625, loss_cls: 3.1847, loss: 3.1847, grad_norm: 5.5039 2021-06-18 19:56:59,274 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 2 days, 13:45:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2930, top5_acc: 0.5570, loss_cls: 3.2198, loss: 3.2198, grad_norm: 5.7459 2021-06-18 19:57:10,410 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 2 days, 13:42:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2891, top5_acc: 0.5687, loss_cls: 3.1480, loss: 3.1480, grad_norm: 5.6350 2021-06-18 19:57:21,546 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 2 days, 13:39:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2875, top5_acc: 0.5758, loss_cls: 3.1249, loss: 3.1249, grad_norm: 5.4094 2021-06-18 19:57:32,739 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 2 days, 13:37:10, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.2102, loss: 3.2102, grad_norm: 5.3656 2021-06-18 19:57:43,829 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 2 days, 13:34:23, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.2508, loss: 3.2508, grad_norm: 5.3426 2021-06-18 19:57:54,945 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 2 days, 13:31:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5711, loss_cls: 3.1927, loss: 3.1927, grad_norm: 5.4467 2021-06-18 19:58:06,066 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 2 days, 13:29:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3047, top5_acc: 0.5719, loss_cls: 3.1398, loss: 3.1398, grad_norm: 5.7273 2021-06-18 19:58:17,199 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 2 days, 13:26:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3133, top5_acc: 0.5875, loss_cls: 3.0781, loss: 3.0781, grad_norm: 5.2778 2021-06-18 19:58:28,335 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 2 days, 13:24:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.2385, loss: 3.2385, grad_norm: 5.4597 2021-06-18 19:58:39,460 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 2 days, 13:21:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3172, top5_acc: 0.5891, loss_cls: 3.1008, loss: 3.1008, grad_norm: 5.3762 2021-06-18 19:58:50,616 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 2 days, 13:19:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.1932, loss: 3.1932, grad_norm: 5.4460 2021-06-18 19:59:01,731 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 2 days, 13:17:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5859, loss_cls: 3.0655, loss: 3.0655, grad_norm: 5.4421 2021-06-18 19:59:12,842 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 2 days, 13:14:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1817, loss: 3.1817, grad_norm: 5.6699 2021-06-18 19:59:23,996 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 2 days, 13:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.1288, loss: 3.1288, grad_norm: 5.4107 2021-06-18 19:59:35,124 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 2 days, 13:10:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3219, top5_acc: 0.6086, loss_cls: 2.9652, loss: 2.9652, grad_norm: 5.5147 2021-06-18 19:59:46,272 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 2 days, 13:08:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0303, loss: 3.0303, grad_norm: 5.5106 2021-06-18 19:59:57,390 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 2 days, 13:06:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3156, top5_acc: 0.5828, loss_cls: 3.0943, loss: 3.0943, grad_norm: 5.5701 2021-06-18 20:00:08,540 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 2 days, 13:04:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3398, top5_acc: 0.6086, loss_cls: 2.9740, loss: 2.9740, grad_norm: 5.4594 2021-06-18 20:00:19,667 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 2 days, 13:02:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3156, top5_acc: 0.5859, loss_cls: 3.0520, loss: 3.0520, grad_norm: 5.4813 2021-06-18 20:00:30,817 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 2 days, 13:00:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.1376, loss: 3.1376, grad_norm: 5.7143 2021-06-18 20:00:41,990 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 2 days, 12:58:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5867, loss_cls: 3.0585, loss: 3.0585, grad_norm: 5.4470 2021-06-18 20:00:53,078 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 2 days, 12:56:22, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5758, loss_cls: 3.0562, loss: 3.0562, grad_norm: 5.4539 2021-06-18 20:01:04,226 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 2 days, 12:54:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0367, loss: 3.0367, grad_norm: 5.3045 2021-06-18 20:01:15,352 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 2 days, 12:52:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.0943, loss: 3.0943, grad_norm: 5.4220 2021-06-18 20:01:26,496 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 2 days, 12:50:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0758, loss: 3.0758, grad_norm: 5.5640 2021-06-18 20:01:37,634 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 2 days, 12:48:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3352, top5_acc: 0.6117, loss_cls: 2.9968, loss: 2.9968, grad_norm: 5.3818 2021-06-18 20:01:48,774 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 2 days, 12:47:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3102, top5_acc: 0.5820, loss_cls: 3.0364, loss: 3.0364, grad_norm: 5.5013 2021-06-18 20:01:59,897 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 2 days, 12:45:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.0964, loss: 3.0964, grad_norm: 5.4605 2021-06-18 20:02:11,048 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 2 days, 12:43:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1330, loss: 3.1330, grad_norm: 5.4561 2021-06-18 20:02:22,161 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 2 days, 12:41:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3078, top5_acc: 0.5844, loss_cls: 3.0267, loss: 3.0267, grad_norm: 5.2477 2021-06-18 20:02:33,287 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 2 days, 12:40:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0461, loss: 3.0461, grad_norm: 5.6016 2021-06-18 20:02:44,418 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 2 days, 12:38:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0161, loss: 3.0161, grad_norm: 5.5635 2021-06-18 20:02:55,576 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 2 days, 12:37:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.0425, loss: 3.0425, grad_norm: 5.4513 2021-06-18 20:03:06,709 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 2 days, 12:35:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3266, top5_acc: 0.5852, loss_cls: 3.0507, loss: 3.0507, grad_norm: 5.4441 2021-06-18 20:03:17,837 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 2 days, 12:33:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3328, top5_acc: 0.6016, loss_cls: 2.9857, loss: 2.9857, grad_norm: 5.3204 2021-06-18 20:03:28,958 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 2 days, 12:32:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9906, loss: 2.9906, grad_norm: 5.2683 2021-06-18 20:03:40,093 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 2 days, 12:30:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3508, top5_acc: 0.6312, loss_cls: 2.8859, loss: 2.8859, grad_norm: 5.2732 2021-06-18 20:03:51,226 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 2 days, 12:29:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3523, top5_acc: 0.6281, loss_cls: 2.9106, loss: 2.9106, grad_norm: 5.4499 2021-06-18 20:04:02,348 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 2 days, 12:27:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0661, loss: 3.0661, grad_norm: 5.2551 2021-06-18 20:04:13,466 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 2 days, 12:26:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3367, top5_acc: 0.6219, loss_cls: 2.9145, loss: 2.9145, grad_norm: 5.5218 2021-06-18 20:04:24,600 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 2 days, 12:24:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 3.0002, loss: 3.0002, grad_norm: 5.3608 2021-06-18 20:04:35,730 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 2 days, 12:23:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3555, top5_acc: 0.6156, loss_cls: 2.9094, loss: 2.9094, grad_norm: 5.5915 2021-06-18 20:04:46,889 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 2 days, 12:21:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0235, loss: 3.0235, grad_norm: 5.5490 2021-06-18 20:04:57,995 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 2 days, 12:20:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0260, loss: 3.0260, grad_norm: 5.2964 2021-06-18 20:05:09,109 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 2 days, 12:18:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3320, top5_acc: 0.6023, loss_cls: 3.0015, loss: 3.0015, grad_norm: 5.3897 2021-06-18 20:05:20,222 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 2 days, 12:17:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.9562, loss: 2.9562, grad_norm: 5.3371 2021-06-18 20:05:31,354 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 2 days, 12:16:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3172, top5_acc: 0.6039, loss_cls: 3.0218, loss: 3.0218, grad_norm: 5.4494 2021-06-18 20:05:42,539 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 2 days, 12:15:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.8419, loss: 2.8419, grad_norm: 5.3197 2021-06-18 20:05:53,667 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 2 days, 12:13:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3367, top5_acc: 0.6305, loss_cls: 2.8957, loss: 2.8957, grad_norm: 5.4503 2021-06-18 20:06:04,779 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 2 days, 12:12:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3398, top5_acc: 0.6117, loss_cls: 2.9715, loss: 2.9715, grad_norm: 5.4054 2021-06-18 20:06:15,889 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 2 days, 12:10:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.8841, loss: 2.8841, grad_norm: 5.3766 2021-06-18 20:06:27,044 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 2 days, 12:09:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3187, top5_acc: 0.6055, loss_cls: 3.0265, loss: 3.0265, grad_norm: 5.4763 2021-06-18 20:06:38,182 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 2 days, 12:08:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8353, loss: 2.8353, grad_norm: 5.5187 2021-06-18 20:06:49,313 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 2 days, 12:07:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.9437, loss: 2.9437, grad_norm: 5.5705 2021-06-18 20:07:00,438 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 2 days, 12:06:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3453, top5_acc: 0.6172, loss_cls: 2.8929, loss: 2.8929, grad_norm: 5.5745 2021-06-18 20:07:11,560 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 2 days, 12:04:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9277, loss: 2.9277, grad_norm: 5.5468 2021-06-18 20:07:22,686 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 2 days, 12:03:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3398, top5_acc: 0.6055, loss_cls: 2.9209, loss: 2.9209, grad_norm: 5.6493 2021-06-18 20:07:33,816 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 2 days, 12:02:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3445, top5_acc: 0.6312, loss_cls: 2.8663, loss: 2.8663, grad_norm: 5.6761 2021-06-18 20:07:44,958 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 2 days, 12:01:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9443, loss: 2.9443, grad_norm: 5.2854 2021-06-18 20:07:56,066 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 2 days, 12:00:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9803, loss: 2.9803, grad_norm: 5.4916 2021-06-18 20:08:07,182 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 2 days, 11:58:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9488, loss: 2.9488, grad_norm: 5.4134 2021-06-18 20:08:18,284 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 2 days, 11:57:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3352, top5_acc: 0.6008, loss_cls: 2.9807, loss: 2.9807, grad_norm: 5.7312 2021-06-18 20:08:29,440 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 2 days, 11:56:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.9193, loss: 2.9193, grad_norm: 5.4688 2021-06-18 20:08:40,600 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 2 days, 11:55:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3367, top5_acc: 0.6109, loss_cls: 2.9544, loss: 2.9544, grad_norm: 5.4703 2021-06-18 20:08:51,721 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 2 days, 11:54:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3438, top5_acc: 0.6102, loss_cls: 2.9411, loss: 2.9411, grad_norm: 5.2858 2021-06-18 20:09:02,827 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 2 days, 11:53:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9517, loss: 2.9517, grad_norm: 5.5093 2021-06-18 20:09:13,957 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 2 days, 11:52:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3492, top5_acc: 0.6422, loss_cls: 2.8411, loss: 2.8411, grad_norm: 5.4648 2021-06-18 20:09:25,073 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 2 days, 11:51:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3422, top5_acc: 0.6211, loss_cls: 2.9156, loss: 2.9156, grad_norm: 5.5597 2021-06-18 20:09:36,208 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 2 days, 11:50:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3633, top5_acc: 0.6547, loss_cls: 2.7408, loss: 2.7408, grad_norm: 5.3246 2021-06-18 20:09:47,330 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 2 days, 11:49:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3734, top5_acc: 0.6438, loss_cls: 2.7388, loss: 2.7388, grad_norm: 5.4598 2021-06-18 20:09:58,461 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 2 days, 11:48:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3391, top5_acc: 0.6086, loss_cls: 2.9570, loss: 2.9570, grad_norm: 5.5622 2021-06-18 20:10:09,579 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 2 days, 11:47:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7894, loss: 2.7894, grad_norm: 5.7057 2021-06-18 20:10:20,716 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 2 days, 11:45:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3625, top5_acc: 0.6336, loss_cls: 2.8371, loss: 2.8371, grad_norm: 5.6557 2021-06-18 20:10:31,882 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 2 days, 11:45:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8905, loss: 2.8905, grad_norm: 5.6296 2021-06-18 20:10:43,001 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 2 days, 11:44:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3484, top5_acc: 0.6242, loss_cls: 2.8801, loss: 2.8801, grad_norm: 5.4182 2021-06-18 20:10:54,141 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 2 days, 11:43:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8123, loss: 2.8123, grad_norm: 5.4332 2021-06-18 20:11:05,300 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 2 days, 11:42:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6414, loss_cls: 2.7550, loss: 2.7550, grad_norm: 5.5312 2021-06-18 20:11:16,445 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 2 days, 11:41:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6336, loss_cls: 2.8186, loss: 2.8186, grad_norm: 5.5795 2021-06-18 20:11:27,566 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 2 days, 11:40:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3477, top5_acc: 0.6234, loss_cls: 2.9248, loss: 2.9248, grad_norm: 5.5598 2021-06-18 20:11:38,685 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 2 days, 11:39:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3688, top5_acc: 0.6352, loss_cls: 2.7984, loss: 2.7984, grad_norm: 5.3912 2021-06-18 20:11:49,818 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 2 days, 11:38:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3672, top5_acc: 0.6367, loss_cls: 2.8414, loss: 2.8414, grad_norm: 5.6067 2021-06-18 20:12:00,948 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 2 days, 11:37:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6430, loss_cls: 2.7806, loss: 2.7806, grad_norm: 5.4997 2021-06-18 20:12:12,077 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 2 days, 11:36:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.8840, loss: 2.8840, grad_norm: 5.6035 2021-06-18 20:12:23,172 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 2 days, 11:35:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3508, top5_acc: 0.6234, loss_cls: 2.8554, loss: 2.8554, grad_norm: 5.4317 2021-06-18 20:12:34,282 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 2 days, 11:34:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8163, loss: 2.8163, grad_norm: 5.6729 2021-06-18 20:12:45,422 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 2 days, 11:33:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8871, loss: 2.8871, grad_norm: 5.2340 2021-06-18 20:12:56,576 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 2 days, 11:32:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3500, top5_acc: 0.6367, loss_cls: 2.8831, loss: 2.8831, grad_norm: 5.4339 2021-06-18 20:13:07,695 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 2 days, 11:32:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8097, loss: 2.8097, grad_norm: 5.4198 2021-06-18 20:13:18,816 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 2 days, 11:31:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3422, top5_acc: 0.6289, loss_cls: 2.7779, loss: 2.7779, grad_norm: 5.4410 2021-06-18 20:13:29,941 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 2 days, 11:30:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3555, top5_acc: 0.6359, loss_cls: 2.7989, loss: 2.7989, grad_norm: 5.5684 2021-06-18 20:13:41,073 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 2 days, 11:29:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3664, top5_acc: 0.6305, loss_cls: 2.7901, loss: 2.7901, grad_norm: 5.4490 2021-06-18 20:13:52,213 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 2 days, 11:28:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3398, top5_acc: 0.6203, loss_cls: 2.8752, loss: 2.8752, grad_norm: 5.5460 2021-06-18 20:14:03,365 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 2 days, 11:27:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3578, top5_acc: 0.6445, loss_cls: 2.8179, loss: 2.8179, grad_norm: 5.4704 2021-06-18 20:14:14,495 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 2 days, 11:26:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8320, loss: 2.8320, grad_norm: 5.5131 2021-06-18 20:14:25,635 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 2 days, 11:26:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8204, loss: 2.8204, grad_norm: 5.5295 2021-06-18 20:14:36,776 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 2 days, 11:25:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3422, top5_acc: 0.6164, loss_cls: 2.8972, loss: 2.8972, grad_norm: 5.5988 2021-06-18 20:14:47,954 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 2 days, 11:24:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3586, top5_acc: 0.6312, loss_cls: 2.8149, loss: 2.8149, grad_norm: 5.3920 2021-06-18 20:14:59,090 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 2 days, 11:23:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3477, top5_acc: 0.6344, loss_cls: 2.8143, loss: 2.8143, grad_norm: 5.4991 2021-06-18 20:15:13,204 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-06-18 20:16:30,843 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 2 days, 12:53:58, time: 3.820, data_time: 3.234, memory: 7080, top1_acc: 0.3906, top5_acc: 0.6617, loss_cls: 2.6742, loss: 2.6742, grad_norm: 5.6342 2021-06-18 20:16:41,994 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 2 days, 12:52:43, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8169, loss: 2.8169, grad_norm: 5.5746 2021-06-18 20:16:53,089 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 2 days, 12:51:26, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.6923, loss: 2.6923, grad_norm: 5.3797 2021-06-18 20:17:04,173 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 2 days, 12:50:06, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.3797, top5_acc: 0.6625, loss_cls: 2.6846, loss: 2.6846, grad_norm: 5.5622 2021-06-18 20:17:15,257 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 2 days, 12:48:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.6897, loss: 2.6897, grad_norm: 5.4057 2021-06-18 20:17:26,372 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 2 days, 12:47:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6555, loss_cls: 2.7250, loss: 2.7250, grad_norm: 5.5847 2021-06-18 20:17:37,503 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 2 days, 12:46:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7399, loss: 2.7399, grad_norm: 5.5888 2021-06-18 20:17:48,620 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 2 days, 12:45:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3969, top5_acc: 0.6672, loss_cls: 2.6645, loss: 2.6645, grad_norm: 5.6070 2021-06-18 20:17:59,754 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 2 days, 12:43:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3805, top5_acc: 0.6578, loss_cls: 2.6659, loss: 2.6659, grad_norm: 5.2790 2021-06-18 20:18:10,869 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 2 days, 12:42:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3758, top5_acc: 0.6492, loss_cls: 2.7366, loss: 2.7366, grad_norm: 5.3716 2021-06-18 20:18:21,986 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 2 days, 12:41:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3867, top5_acc: 0.6648, loss_cls: 2.7060, loss: 2.7060, grad_norm: 5.6523 2021-06-18 20:18:33,112 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 2 days, 12:40:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3805, top5_acc: 0.6641, loss_cls: 2.6314, loss: 2.6314, grad_norm: 5.3507 2021-06-18 20:18:44,255 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 2 days, 12:39:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6617, loss_cls: 2.6947, loss: 2.6947, grad_norm: 5.5143 2021-06-18 20:18:55,353 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 2 days, 12:38:00, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.3617, top5_acc: 0.6297, loss_cls: 2.7774, loss: 2.7774, grad_norm: 5.4625 2021-06-18 20:19:06,457 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 2 days, 12:36:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8001, loss: 2.8001, grad_norm: 5.6364 2021-06-18 20:19:17,563 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 2 days, 12:35:39, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.3820, top5_acc: 0.6602, loss_cls: 2.7027, loss: 2.7027, grad_norm: 5.2626 2021-06-18 20:19:28,746 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 2 days, 12:34:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.7238, loss: 2.7238, grad_norm: 5.6182 2021-06-18 20:19:39,885 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 2 days, 12:33:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.3243 2021-06-18 20:19:51,001 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 2 days, 12:32:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6516, loss_cls: 2.7095, loss: 2.7095, grad_norm: 5.4603 2021-06-18 20:20:02,123 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 2 days, 12:31:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6414, loss_cls: 2.8042, loss: 2.8042, grad_norm: 5.4415 2021-06-18 20:20:13,250 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 2 days, 12:30:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6547, loss_cls: 2.7315, loss: 2.7315, grad_norm: 5.5166 2021-06-18 20:20:24,385 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 2 days, 12:29:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6352, loss_cls: 2.7433, loss: 2.7433, grad_norm: 5.5605 2021-06-18 20:20:35,512 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 2 days, 12:28:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7463, loss: 2.7463, grad_norm: 5.4643 2021-06-18 20:20:46,635 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 2 days, 12:27:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.6691, loss: 2.6691, grad_norm: 5.6516 2021-06-18 20:20:57,754 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 2 days, 12:25:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3766, top5_acc: 0.6469, loss_cls: 2.7253, loss: 2.7253, grad_norm: 5.3614 2021-06-18 20:21:08,885 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 2 days, 12:24:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3875, top5_acc: 0.6539, loss_cls: 2.7286, loss: 2.7286, grad_norm: 5.6621 2021-06-18 20:21:20,023 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 2 days, 12:23:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3906, top5_acc: 0.6695, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.5115 2021-06-18 20:21:31,162 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 2 days, 12:22:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6500, loss_cls: 2.6996, loss: 2.6996, grad_norm: 5.6133 2021-06-18 20:21:42,286 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 2 days, 12:21:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3836, top5_acc: 0.6555, loss_cls: 2.6721, loss: 2.6721, grad_norm: 5.4718 2021-06-18 20:21:53,422 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 2 days, 12:20:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.6664, loss: 2.6664, grad_norm: 5.5449 2021-06-18 20:22:04,562 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 2 days, 12:19:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7065, loss: 2.7065, grad_norm: 5.4053 2021-06-18 20:22:15,687 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 2 days, 12:18:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.7137, loss: 2.7137, grad_norm: 5.4574 2021-06-18 20:22:26,813 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 2 days, 12:17:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3836, top5_acc: 0.6211, loss_cls: 2.7910, loss: 2.7910, grad_norm: 5.4959 2021-06-18 20:22:37,945 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 2 days, 12:16:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3797, top5_acc: 0.6562, loss_cls: 2.7134, loss: 2.7134, grad_norm: 5.5844 2021-06-18 20:22:49,101 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 2 days, 12:15:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6648, loss_cls: 2.6968, loss: 2.6968, grad_norm: 5.5492 2021-06-18 20:23:00,253 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 2 days, 12:15:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3875, top5_acc: 0.6734, loss_cls: 2.6662, loss: 2.6662, grad_norm: 5.4012 2021-06-18 20:23:11,388 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 2 days, 12:14:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6664, loss_cls: 2.7285, loss: 2.7285, grad_norm: 5.3949 2021-06-18 20:23:22,523 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 2 days, 12:13:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.6898, loss: 2.6898, grad_norm: 5.3885 2021-06-18 20:23:33,661 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 2 days, 12:12:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6371, loss: 2.6371, grad_norm: 5.3886 2021-06-18 20:23:44,805 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 2 days, 12:11:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.5975, loss: 2.5975, grad_norm: 5.3525 2021-06-18 20:23:55,949 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 2 days, 12:10:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6664, loss_cls: 2.5981, loss: 2.5981, grad_norm: 5.3822 2021-06-18 20:24:07,088 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 2 days, 12:09:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3930, top5_acc: 0.6695, loss_cls: 2.6039, loss: 2.6039, grad_norm: 5.6197 2021-06-18 20:24:18,205 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 2 days, 12:08:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6719, loss_cls: 2.5857, loss: 2.5857, grad_norm: 5.6313 2021-06-18 20:24:29,328 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 2 days, 12:07:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.6877, loss: 2.6877, grad_norm: 5.5789 2021-06-18 20:24:40,440 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 2 days, 12:06:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6771, loss: 2.6771, grad_norm: 5.6563 2021-06-18 20:24:51,566 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 2 days, 12:05:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.6849, loss: 2.6849, grad_norm: 5.4045 2021-06-18 20:25:02,760 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 2 days, 12:04:56, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6773, loss_cls: 2.6029, loss: 2.6029, grad_norm: 5.3634 2021-06-18 20:25:13,869 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 2 days, 12:04:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6243, loss: 2.6243, grad_norm: 5.5251 2021-06-18 20:25:25,006 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 2 days, 12:03:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7130, loss: 2.7130, grad_norm: 5.4268 2021-06-18 20:25:36,153 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 2 days, 12:02:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6883, loss_cls: 2.5604, loss: 2.5604, grad_norm: 5.6422 2021-06-18 20:25:47,299 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 2 days, 12:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6594, loss_cls: 2.7259, loss: 2.7259, grad_norm: 5.5012 2021-06-18 20:25:58,438 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 2 days, 12:00:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7799, loss: 2.7799, grad_norm: 5.4452 2021-06-18 20:26:09,580 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 2 days, 11:59:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.6700, loss: 2.6700, grad_norm: 5.4858 2021-06-18 20:26:20,695 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 2 days, 11:58:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.6843, loss: 2.6843, grad_norm: 5.5054 2021-06-18 20:26:31,813 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 2 days, 11:57:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6710, loss: 2.6710, grad_norm: 5.4250 2021-06-18 20:26:42,952 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 2 days, 11:57:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.5783, loss: 2.5783, grad_norm: 5.4817 2021-06-18 20:26:54,102 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 2 days, 11:56:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4117, top5_acc: 0.6719, loss_cls: 2.5949, loss: 2.5949, grad_norm: 5.4895 2021-06-18 20:27:05,209 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 2 days, 11:55:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3930, top5_acc: 0.6758, loss_cls: 2.5893, loss: 2.5893, grad_norm: 5.3495 2021-06-18 20:27:16,319 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 2 days, 11:54:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4148, top5_acc: 0.6758, loss_cls: 2.5564, loss: 2.5564, grad_norm: 5.4801 2021-06-18 20:27:27,429 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 2 days, 11:53:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4016, top5_acc: 0.6664, loss_cls: 2.6208, loss: 2.6208, grad_norm: 5.5264 2021-06-18 20:27:38,564 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 2 days, 11:52:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4000, top5_acc: 0.6883, loss_cls: 2.5948, loss: 2.5948, grad_norm: 5.3604 2021-06-18 20:27:49,715 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 2 days, 11:52:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.5739, loss: 2.5739, grad_norm: 5.4010 2021-06-18 20:28:00,820 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 2 days, 11:51:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3930, top5_acc: 0.6695, loss_cls: 2.6154, loss: 2.6154, grad_norm: 5.5780 2021-06-18 20:28:11,955 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 2 days, 11:50:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6773, loss_cls: 2.6023, loss: 2.6023, grad_norm: 5.5492 2021-06-18 20:28:23,090 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 2 days, 11:49:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.5815, loss: 2.5815, grad_norm: 5.4048 2021-06-18 20:28:34,231 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 2 days, 11:48:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.4011 2021-06-18 20:28:45,358 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 2 days, 11:48:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.6851, loss: 2.6851, grad_norm: 5.3759 2021-06-18 20:28:56,473 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 2 days, 11:47:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6512, loss: 2.6512, grad_norm: 5.5529 2021-06-18 20:29:07,601 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 2 days, 11:46:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.2842 2021-06-18 20:29:18,720 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 2 days, 11:45:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4250, top5_acc: 0.6867, loss_cls: 2.5009, loss: 2.5009, grad_norm: 5.5103 2021-06-18 20:29:29,848 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 2 days, 11:45:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.5668, loss: 2.5668, grad_norm: 5.6378 2021-06-18 20:29:40,974 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 2 days, 11:44:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.6888, loss: 2.6888, grad_norm: 5.3927 2021-06-18 20:29:52,101 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 2 days, 11:43:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6789, loss_cls: 2.6233, loss: 2.6233, grad_norm: 5.4949 2021-06-18 20:30:03,223 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 2 days, 11:42:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6664, loss_cls: 2.6362, loss: 2.6362, grad_norm: 5.5169 2021-06-18 20:30:14,344 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 2 days, 11:41:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6711, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.4006 2021-06-18 20:30:25,472 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 2 days, 11:41:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6820, loss_cls: 2.5115, loss: 2.5115, grad_norm: 5.4912 2021-06-18 20:30:36,609 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 2 days, 11:40:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6695, loss_cls: 2.5174, loss: 2.5174, grad_norm: 5.5245 2021-06-18 20:30:47,728 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 2 days, 11:39:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6930, loss_cls: 2.5103, loss: 2.5103, grad_norm: 5.5681 2021-06-18 20:30:58,870 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 2 days, 11:39:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6633, loss_cls: 2.6851, loss: 2.6851, grad_norm: 5.5986 2021-06-18 20:31:10,005 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 2 days, 11:38:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4070, top5_acc: 0.6813, loss_cls: 2.5586, loss: 2.5586, grad_norm: 5.2429 2021-06-18 20:31:21,131 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 2 days, 11:37:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.4988, loss: 2.4988, grad_norm: 5.5037 2021-06-18 20:31:32,258 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 2 days, 11:36:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6268, loss: 2.6268, grad_norm: 5.3419 2021-06-18 20:31:43,389 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 2 days, 11:36:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6781, loss_cls: 2.5973, loss: 2.5973, grad_norm: 5.6357 2021-06-18 20:31:54,541 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 2 days, 11:35:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.6834, loss: 2.6834, grad_norm: 5.2620 2021-06-18 20:32:05,694 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 2 days, 11:34:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3867, top5_acc: 0.6648, loss_cls: 2.6026, loss: 2.6026, grad_norm: 5.5452 2021-06-18 20:32:16,804 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 2 days, 11:34:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.5360, loss: 2.5360, grad_norm: 5.3159 2021-06-18 20:32:27,919 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 2 days, 11:33:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6773, loss_cls: 2.5745, loss: 2.5745, grad_norm: 5.5256 2021-06-18 20:32:39,036 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 2 days, 11:32:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.6921, loss: 2.6921, grad_norm: 5.2880 2021-06-18 20:32:50,184 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 2 days, 11:31:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4070, top5_acc: 0.6758, loss_cls: 2.5922, loss: 2.5922, grad_norm: 5.4416 2021-06-18 20:33:01,343 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 2 days, 11:31:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6390, loss: 2.6390, grad_norm: 5.4633 2021-06-18 20:33:12,484 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 2 days, 11:30:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.3030 2021-06-18 20:33:23,613 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 2 days, 11:29:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6185, loss: 2.6185, grad_norm: 5.4374 2021-06-18 20:33:34,740 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 2 days, 11:29:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5686, loss: 2.5686, grad_norm: 5.5048 2021-06-18 20:33:45,872 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 2 days, 11:28:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5306, loss: 2.5306, grad_norm: 5.5011 2021-06-18 20:33:57,015 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 2 days, 11:27:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6844, loss_cls: 2.5226, loss: 2.5226, grad_norm: 5.3860 2021-06-18 20:34:08,142 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 2 days, 11:27:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6742, loss_cls: 2.5886, loss: 2.5886, grad_norm: 5.6405 2021-06-18 20:34:19,261 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 2 days, 11:26:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5889, loss: 2.5889, grad_norm: 5.3517 2021-06-18 20:34:30,387 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 2 days, 11:25:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6064, loss: 2.6064, grad_norm: 5.3329 2021-06-18 20:34:41,530 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 2 days, 11:25:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6711, loss_cls: 2.6021, loss: 2.6021, grad_norm: 5.4740 2021-06-18 20:34:52,645 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 2 days, 11:24:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6711, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.3829 2021-06-18 20:35:03,826 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 2 days, 11:23:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3805, top5_acc: 0.6492, loss_cls: 2.7271, loss: 2.7271, grad_norm: 5.4188 2021-06-18 20:35:14,952 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 2 days, 11:23:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5329, loss: 2.5329, grad_norm: 5.3332 2021-06-18 20:35:26,074 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 2 days, 11:22:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 2.5269, loss: 2.5269, grad_norm: 5.3038 2021-06-18 20:35:37,211 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 2 days, 11:21:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6836, loss_cls: 2.5600, loss: 2.5600, grad_norm: 5.4507 2021-06-18 20:35:48,345 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 2 days, 11:21:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5796, loss: 2.5796, grad_norm: 5.2436 2021-06-18 20:35:59,469 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 2 days, 11:20:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3977, top5_acc: 0.6664, loss_cls: 2.5543, loss: 2.5543, grad_norm: 5.4459 2021-06-18 20:36:10,596 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 2 days, 11:20:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4281, top5_acc: 0.6977, loss_cls: 2.4560, loss: 2.4560, grad_norm: 5.5814 2021-06-18 20:36:21,718 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 2 days, 11:19:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4219, top5_acc: 0.7023, loss_cls: 2.5133, loss: 2.5133, grad_norm: 5.5550 2021-06-18 20:36:32,830 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 2 days, 11:18:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6222, loss: 2.6222, grad_norm: 5.3865 2021-06-18 20:36:43,954 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 2 days, 11:18:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4188, top5_acc: 0.7055, loss_cls: 2.4812, loss: 2.4812, grad_norm: 5.7703 2021-06-18 20:36:55,102 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 2 days, 11:17:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4062, top5_acc: 0.6797, loss_cls: 2.5506, loss: 2.5506, grad_norm: 5.2040 2021-06-18 20:37:06,230 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 2 days, 11:16:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5114, loss: 2.5114, grad_norm: 5.2115 2021-06-18 20:37:17,357 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 2 days, 11:16:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6891, loss_cls: 2.5062, loss: 2.5062, grad_norm: 5.6771 2021-06-18 20:37:28,489 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 2 days, 11:15:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6945, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.3922 2021-06-18 20:37:39,621 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 2 days, 11:15:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4219, top5_acc: 0.6859, loss_cls: 2.4948, loss: 2.4948, grad_norm: 5.3375 2021-06-18 20:37:50,749 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 2 days, 11:14:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5594, loss: 2.5594, grad_norm: 5.5144 2021-06-18 20:38:01,892 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 2 days, 11:13:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.6169, loss: 2.6169, grad_norm: 5.5602 2021-06-18 20:38:13,023 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 2 days, 11:13:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.5535, loss: 2.5535, grad_norm: 5.2716 2021-06-18 20:38:24,162 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 2 days, 11:12:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6617, loss_cls: 2.6094, loss: 2.6094, grad_norm: 5.5436 2021-06-18 20:38:35,300 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 2 days, 11:12:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6750, loss_cls: 2.5651, loss: 2.5651, grad_norm: 5.4898 2021-06-18 20:38:46,463 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 2 days, 11:11:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5765, loss: 2.5765, grad_norm: 5.2998 2021-06-18 20:38:57,610 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 2 days, 11:10:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4102, top5_acc: 0.6891, loss_cls: 2.5261, loss: 2.5261, grad_norm: 5.6149 2021-06-18 20:39:08,723 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 2 days, 11:10:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4366, loss: 2.4366, grad_norm: 5.1354 2021-06-18 20:39:19,836 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 2 days, 11:09:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4203, top5_acc: 0.6875, loss_cls: 2.4642, loss: 2.4642, grad_norm: 5.4899 2021-06-18 20:39:30,976 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 2 days, 11:09:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5202, loss: 2.5202, grad_norm: 5.5450 2021-06-18 20:39:42,129 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 2 days, 11:08:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6852, loss_cls: 2.5900, loss: 2.5900, grad_norm: 5.4615 2021-06-18 20:39:53,228 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 2 days, 11:07:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4289, top5_acc: 0.7094, loss_cls: 2.4492, loss: 2.4492, grad_norm: 5.6474 2021-06-18 20:40:04,379 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 2 days, 11:07:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.6938, loss: 2.6938, grad_norm: 5.3976 2021-06-18 20:40:15,483 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 2 days, 11:06:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.5862, loss: 2.5862, grad_norm: 5.4064 2021-06-18 20:40:26,628 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 2 days, 11:06:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.5454, loss: 2.5454, grad_norm: 5.5413 2021-06-18 20:40:37,745 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 2 days, 11:05:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6766, loss_cls: 2.5536, loss: 2.5536, grad_norm: 5.5203 2021-06-18 20:40:48,899 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 2 days, 11:05:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3750, top5_acc: 0.6703, loss_cls: 2.6662, loss: 2.6662, grad_norm: 5.2941 2021-06-18 20:41:00,029 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 2 days, 11:04:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4399, loss: 2.4399, grad_norm: 5.4015 2021-06-18 20:41:11,158 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 2 days, 11:04:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4797, loss: 2.4797, grad_norm: 5.2863 2021-06-18 20:41:22,289 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 2 days, 11:03:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.5432, loss: 2.5432, grad_norm: 5.5149 2021-06-18 20:41:33,408 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 2 days, 11:02:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4336, top5_acc: 0.6961, loss_cls: 2.5179, loss: 2.5179, grad_norm: 5.5136 2021-06-18 20:41:44,547 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 2 days, 11:02:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4117, top5_acc: 0.6813, loss_cls: 2.5134, loss: 2.5134, grad_norm: 5.2734 2021-06-18 20:41:55,687 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 2 days, 11:01:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4188, top5_acc: 0.6883, loss_cls: 2.4991, loss: 2.4991, grad_norm: 5.5638 2021-06-18 20:42:06,836 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 2 days, 11:01:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7078, loss_cls: 2.4232, loss: 2.4232, grad_norm: 5.5210 2021-06-18 20:42:17,976 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 2 days, 11:00:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6930, loss_cls: 2.4814, loss: 2.4814, grad_norm: 5.5657 2021-06-18 20:42:29,109 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 2 days, 11:00:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6805, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.3772 2021-06-18 20:42:40,260 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 2 days, 10:59:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4421, loss: 2.4421, grad_norm: 5.3506 2021-06-18 20:42:51,390 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 2 days, 10:59:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4328, top5_acc: 0.6852, loss_cls: 2.4804, loss: 2.4804, grad_norm: 5.4873 2021-06-18 20:43:02,545 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 2 days, 10:58:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6836, loss_cls: 2.5631, loss: 2.5631, grad_norm: 5.5287 2021-06-18 20:43:13,622 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 2 days, 10:58:00, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6914, loss_cls: 2.4978, loss: 2.4978, grad_norm: 5.5091 2021-06-18 20:43:24,750 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 2 days, 10:57:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6773, loss_cls: 2.5786, loss: 2.5786, grad_norm: 5.4036 2021-06-18 20:43:35,865 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 2 days, 10:56:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.4237 2021-06-18 20:43:47,000 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 2 days, 10:56:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6781, loss_cls: 2.5717, loss: 2.5717, grad_norm: 5.3091 2021-06-18 20:43:58,137 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 2 days, 10:55:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6891, loss_cls: 2.4977, loss: 2.4977, grad_norm: 5.4572 2021-06-18 20:44:09,277 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 2 days, 10:55:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6984, loss_cls: 2.5092, loss: 2.5092, grad_norm: 5.3217 2021-06-18 20:44:20,397 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 2 days, 10:54:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6859, loss_cls: 2.5605, loss: 2.5605, grad_norm: 5.5799 2021-06-18 20:44:31,543 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 2 days, 10:54:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4141, top5_acc: 0.7016, loss_cls: 2.4852, loss: 2.4852, grad_norm: 5.4487 2021-06-18 20:44:42,692 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 2 days, 10:53:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5059, loss: 2.5059, grad_norm: 5.4773 2021-06-18 20:44:53,842 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 2 days, 10:53:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4281, top5_acc: 0.6945, loss_cls: 2.4702, loss: 2.4702, grad_norm: 5.4561 2021-06-18 20:45:05,014 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 2 days, 10:52:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6937, loss_cls: 2.5137, loss: 2.5137, grad_norm: 5.3333 2021-06-18 20:45:16,131 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 2 days, 10:52:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5667, loss: 2.5667, grad_norm: 5.4620 2021-06-18 20:45:27,274 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 2 days, 10:51:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5021, loss: 2.5021, grad_norm: 5.3164 2021-06-18 20:45:38,409 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 2 days, 10:51:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4336, top5_acc: 0.7008, loss_cls: 2.4062, loss: 2.4062, grad_norm: 5.3458 2021-06-18 20:45:49,540 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 2 days, 10:50:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.4599 2021-06-18 20:46:00,685 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 2 days, 10:50:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6977, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.4168 2021-06-18 20:46:11,825 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 2 days, 10:49:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5690, loss: 2.5690, grad_norm: 5.3825 2021-06-18 20:46:22,964 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 2 days, 10:49:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4016, top5_acc: 0.6852, loss_cls: 2.5442, loss: 2.5442, grad_norm: 5.5702 2021-06-18 20:46:34,101 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 2 days, 10:48:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4234, top5_acc: 0.6883, loss_cls: 2.5649, loss: 2.5649, grad_norm: 5.3934 2021-06-18 20:46:45,233 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 2 days, 10:48:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.3751 2021-06-18 20:46:56,360 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 2 days, 10:47:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.3986, loss: 2.3986, grad_norm: 5.3441 2021-06-18 20:47:07,494 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 2 days, 10:47:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5593, loss: 2.5593, grad_norm: 5.2264 2021-06-18 20:47:18,647 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 2 days, 10:46:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.4626 2021-06-18 20:47:29,798 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 2 days, 10:46:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6977, loss_cls: 2.5074, loss: 2.5074, grad_norm: 5.3849 2021-06-18 20:47:40,925 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 2 days, 10:45:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6992, loss_cls: 2.4851, loss: 2.4851, grad_norm: 5.3571 2021-06-18 20:47:52,059 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 2 days, 10:45:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.2559 2021-06-18 20:48:03,195 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 2 days, 10:44:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4367, top5_acc: 0.7078, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.5911 2021-06-18 20:48:14,352 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 2 days, 10:44:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.5607, loss: 2.5607, grad_norm: 5.4326 2021-06-18 20:48:25,497 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 2 days, 10:43:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.4833, loss: 2.4833, grad_norm: 5.5645 2021-06-18 20:48:36,631 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 2 days, 10:43:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.4939, loss: 2.4939, grad_norm: 5.3064 2021-06-18 20:48:47,754 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 2 days, 10:42:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5376, loss: 2.5376, grad_norm: 5.5005 2021-06-18 20:48:58,896 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 2 days, 10:42:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7125, loss_cls: 2.3503, loss: 2.3503, grad_norm: 5.4689 2021-06-18 20:49:10,003 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 2 days, 10:41:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4281, top5_acc: 0.6961, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.2388 2021-06-18 20:49:21,144 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 2 days, 10:41:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4398, top5_acc: 0.7172, loss_cls: 2.4051, loss: 2.4051, grad_norm: 5.3271 2021-06-18 20:49:32,266 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 2 days, 10:41:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7305, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.1964 2021-06-18 20:49:43,409 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 2 days, 10:40:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4062, top5_acc: 0.6945, loss_cls: 2.5229, loss: 2.5229, grad_norm: 5.4010 2021-06-18 20:49:54,533 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 2 days, 10:40:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4352, top5_acc: 0.7133, loss_cls: 2.4302, loss: 2.4302, grad_norm: 5.5600 2021-06-18 20:50:05,692 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 2 days, 10:39:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.5421, loss: 2.5421, grad_norm: 5.4504 2021-06-18 20:50:16,797 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 2 days, 10:39:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.4271, loss: 2.4271, grad_norm: 5.4305 2021-06-18 20:50:27,931 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 2 days, 10:38:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5118, loss: 2.5118, grad_norm: 5.4396 2021-06-18 20:50:39,072 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 2 days, 10:38:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6844, loss_cls: 2.5004, loss: 2.5004, grad_norm: 5.2865 2021-06-18 20:50:50,196 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 2 days, 10:37:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.4935, loss: 2.4935, grad_norm: 5.2646 2021-06-18 20:51:01,320 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 2 days, 10:37:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7219, loss_cls: 2.3343, loss: 2.3343, grad_norm: 5.3948 2021-06-18 20:51:13,924 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-06-18 20:52:29,999 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 2 days, 11:21:13, time: 3.781, data_time: 3.221, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7086, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.5263 2021-06-18 20:52:41,149 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 2 days, 11:20:39, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7094, loss_cls: 2.3612, loss: 2.3612, grad_norm: 5.3265 2021-06-18 20:52:52,242 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 2 days, 11:20:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7141, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.5715 2021-06-18 20:53:03,375 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 2 days, 11:19:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.3714, loss: 2.3714, grad_norm: 5.5501 2021-06-18 20:53:14,476 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 2 days, 11:18:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4281, top5_acc: 0.6984, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.5336 2021-06-18 20:53:25,614 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 2 days, 11:18:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4156, top5_acc: 0.7141, loss_cls: 2.4080, loss: 2.4080, grad_norm: 5.6148 2021-06-18 20:53:36,732 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 2 days, 11:17:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7008, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.4544 2021-06-18 20:53:47,838 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 2 days, 11:17:09, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.4408, loss: 2.4408, grad_norm: 5.3854 2021-06-18 20:53:58,967 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 2 days, 11:16:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.3735, loss: 2.3735, grad_norm: 5.3898 2021-06-18 20:54:10,093 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 2 days, 11:16:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4336, top5_acc: 0.6992, loss_cls: 2.4308, loss: 2.4308, grad_norm: 5.4426 2021-06-18 20:54:21,222 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 2 days, 11:15:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4720, loss: 2.4720, grad_norm: 5.2865 2021-06-18 20:54:32,347 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 2 days, 11:14:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.2810 2021-06-18 20:54:43,477 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 2 days, 11:14:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4336, top5_acc: 0.7164, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.4605 2021-06-18 20:54:54,646 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 2 days, 11:13:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7344, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.3496 2021-06-18 20:55:05,789 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 2 days, 11:13:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.4177, loss: 2.4177, grad_norm: 5.5312 2021-06-18 20:55:16,923 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 2 days, 11:12:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7289, loss_cls: 2.2804, loss: 2.2804, grad_norm: 5.3244 2021-06-18 20:55:28,062 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 2 days, 11:12:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6781, loss_cls: 2.5314, loss: 2.5314, grad_norm: 5.4824 2021-06-18 20:55:39,191 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 2 days, 11:11:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4154, loss: 2.4154, grad_norm: 5.2844 2021-06-18 20:55:50,321 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 2 days, 11:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.1472 2021-06-18 20:56:01,464 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 2 days, 11:10:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4422, top5_acc: 0.7070, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.4615 2021-06-18 20:56:12,607 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 2 days, 11:10:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7070, loss_cls: 2.4493, loss: 2.4493, grad_norm: 5.3845 2021-06-18 20:56:23,740 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 2 days, 11:09:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7297, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.6462 2021-06-18 20:56:34,850 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 2 days, 11:08:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.3688 2021-06-18 20:56:45,993 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 2 days, 11:08:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4344, top5_acc: 0.7078, loss_cls: 2.4457, loss: 2.4457, grad_norm: 5.3072 2021-06-18 20:56:57,093 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 2 days, 11:07:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.4886 2021-06-18 20:57:08,220 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 2 days, 11:07:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.3705 2021-06-18 20:57:19,337 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 2 days, 11:06:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3236, loss: 2.3236, grad_norm: 5.4225 2021-06-18 20:57:30,455 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 2 days, 11:06:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.3573, loss: 2.3573, grad_norm: 5.5375 2021-06-18 20:57:41,577 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 2 days, 11:05:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7063, loss_cls: 2.3488, loss: 2.3488, grad_norm: 5.4530 2021-06-18 20:57:52,724 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 2 days, 11:05:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.4142, loss: 2.4142, grad_norm: 5.3073 2021-06-18 20:58:03,862 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 2 days, 11:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4305, top5_acc: 0.7008, loss_cls: 2.4211, loss: 2.4211, grad_norm: 5.3837 2021-06-18 20:58:14,991 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 2 days, 11:04:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.3190, loss: 2.3190, grad_norm: 5.5128 2021-06-18 20:58:26,124 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 2 days, 11:03:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.5086 2021-06-18 20:58:37,258 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 2 days, 11:03:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.3480, loss: 2.3480, grad_norm: 5.3346 2021-06-18 20:58:48,384 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 2 days, 11:02:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.5003 2021-06-18 20:58:59,509 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 2 days, 11:02:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.3287, loss: 2.3287, grad_norm: 5.3595 2021-06-18 20:59:10,646 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 2 days, 11:01:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7305, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.4156 2021-06-18 20:59:21,754 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 2 days, 11:00:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2747, loss: 2.2747, grad_norm: 5.4802 2021-06-18 20:59:32,883 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 2 days, 11:00:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.3138 2021-06-18 20:59:44,012 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 2 days, 10:59:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3470, loss: 2.3470, grad_norm: 5.5045 2021-06-18 20:59:55,133 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 2 days, 10:59:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3875, loss: 2.3875, grad_norm: 5.2924 2021-06-18 21:00:06,274 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 2 days, 10:58:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4367, top5_acc: 0.7055, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.1406 2021-06-18 21:00:17,377 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 2 days, 10:58:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3644, loss: 2.3644, grad_norm: 5.3753 2021-06-18 21:00:28,497 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 2 days, 10:57:52, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7195, loss_cls: 2.3313, loss: 2.3313, grad_norm: 5.5094 2021-06-18 21:00:39,635 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 2 days, 10:57:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.3616 2021-06-18 21:00:50,774 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 2 days, 10:56:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3742, loss: 2.3742, grad_norm: 5.6045 2021-06-18 21:01:01,886 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 2 days, 10:56:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7094, loss_cls: 2.3649, loss: 2.3649, grad_norm: 5.2280 2021-06-18 21:01:13,026 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 2 days, 10:55:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7164, loss_cls: 2.3430, loss: 2.3430, grad_norm: 5.1396 2021-06-18 21:01:24,156 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 2 days, 10:55:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6977, loss_cls: 2.4293, loss: 2.4293, grad_norm: 5.4257 2021-06-18 21:01:35,282 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 2 days, 10:54:52, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7289, loss_cls: 2.2495, loss: 2.2495, grad_norm: 5.4254 2021-06-18 21:01:46,408 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 2 days, 10:54:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.4282, loss: 2.4282, grad_norm: 5.4102 2021-06-18 21:01:57,535 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 2 days, 10:53:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7320, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.5702 2021-06-18 21:02:08,678 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 2 days, 10:53:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7234, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.4849 2021-06-18 21:02:19,802 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 2 days, 10:52:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.3435 2021-06-18 21:02:30,918 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 2 days, 10:52:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7195, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.3473 2021-06-18 21:02:42,052 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 2 days, 10:51:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.4447, loss: 2.4447, grad_norm: 5.5462 2021-06-18 21:02:53,188 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 2 days, 10:51:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.2777, loss: 2.2777, grad_norm: 5.5093 2021-06-18 21:03:04,325 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 2 days, 10:50:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7234, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.3887 2021-06-18 21:03:15,443 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 2 days, 10:50:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4555, top5_acc: 0.6977, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.1390 2021-06-18 21:03:26,581 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 2 days, 10:49:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7141, loss_cls: 2.3532, loss: 2.3532, grad_norm: 5.2824 2021-06-18 21:03:37,721 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 2 days, 10:49:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6828, loss_cls: 2.4955, loss: 2.4955, grad_norm: 5.6533 2021-06-18 21:03:48,857 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 2 days, 10:49:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3245, loss: 2.3245, grad_norm: 5.5447 2021-06-18 21:04:00,000 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 2 days, 10:48:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2654, loss: 2.2654, grad_norm: 5.4287 2021-06-18 21:04:11,137 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 2 days, 10:48:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7047, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.3381 2021-06-18 21:04:22,244 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 2 days, 10:47:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3301, loss: 2.3301, grad_norm: 5.4160 2021-06-18 21:04:33,386 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 2 days, 10:47:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7172, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.2753 2021-06-18 21:04:44,499 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 2 days, 10:46:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.4034, loss: 2.4034, grad_norm: 5.2569 2021-06-18 21:04:55,644 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 2 days, 10:46:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7094, loss_cls: 2.4229, loss: 2.4229, grad_norm: 5.5876 2021-06-18 21:05:06,768 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 2 days, 10:45:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7109, loss_cls: 2.4004, loss: 2.4004, grad_norm: 5.4422 2021-06-18 21:05:17,918 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 2 days, 10:45:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.2968, loss: 2.2968, grad_norm: 5.4724 2021-06-18 21:05:29,028 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 2 days, 10:44:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.4728 2021-06-18 21:05:40,156 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 2 days, 10:44:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.5348 2021-06-18 21:05:51,323 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 2 days, 10:43:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4320, top5_acc: 0.7156, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.5817 2021-06-18 21:06:02,464 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 2 days, 10:43:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.3818 2021-06-18 21:06:13,596 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 2 days, 10:42:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6930, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.3612 2021-06-18 21:06:24,717 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 2 days, 10:42:28, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7203, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.3482 2021-06-18 21:06:35,826 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 2 days, 10:42:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3389, loss: 2.3389, grad_norm: 5.2394 2021-06-18 21:06:46,964 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 2 days, 10:41:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7203, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.3832 2021-06-18 21:06:58,065 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 2 days, 10:41:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.1448 2021-06-18 21:07:09,188 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 2 days, 10:40:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.3464 2021-06-18 21:07:20,308 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 2 days, 10:40:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.4857 2021-06-18 21:07:31,431 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 2 days, 10:39:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4656, loss: 2.4656, grad_norm: 5.3154 2021-06-18 21:07:42,574 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 2 days, 10:39:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.1405 2021-06-18 21:07:53,712 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 2 days, 10:38:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.2415 2021-06-18 21:08:04,847 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 2 days, 10:38:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2360, loss: 2.2360, grad_norm: 5.3063 2021-06-18 21:08:15,978 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 2 days, 10:37:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3526, loss: 2.3526, grad_norm: 5.1292 2021-06-18 21:08:27,085 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 2 days, 10:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7422, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.3675 2021-06-18 21:08:38,231 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 2 days, 10:36:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.3633, loss: 2.3633, grad_norm: 5.4412 2021-06-18 21:08:49,410 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 2 days, 10:36:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.2682, loss: 2.2682, grad_norm: 5.7359 2021-06-18 21:09:00,499 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 2 days, 10:36:06, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7102, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.4307 2021-06-18 21:09:11,636 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 2 days, 10:35:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.2795, loss: 2.2795, grad_norm: 5.2148 2021-06-18 21:09:22,748 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 2 days, 10:35:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7172, loss_cls: 2.3321, loss: 2.3321, grad_norm: 5.5566 2021-06-18 21:09:33,903 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 2 days, 10:34:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.3492 2021-06-18 21:09:45,046 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 2 days, 10:34:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.2586 2021-06-18 21:09:56,190 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 2 days, 10:33:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2419, loss: 2.2419, grad_norm: 5.3092 2021-06-18 21:10:07,348 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 2 days, 10:33:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7336, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.5199 2021-06-18 21:10:18,478 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 2 days, 10:33:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7328, loss_cls: 2.3063, loss: 2.3063, grad_norm: 5.4857 2021-06-18 21:10:29,621 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 2 days, 10:32:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7258, loss_cls: 2.3144, loss: 2.3144, grad_norm: 5.3165 2021-06-18 21:10:40,760 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 2 days, 10:32:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4328, top5_acc: 0.7055, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.5869 2021-06-18 21:10:51,964 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 2 days, 10:31:49, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4086, loss: 2.4086, grad_norm: 5.5122 2021-06-18 21:11:03,046 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 2 days, 10:31:21, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4181, loss: 2.4181, grad_norm: 5.2490 2021-06-18 21:11:14,179 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 2 days, 10:30:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3884, loss: 2.3884, grad_norm: 5.3901 2021-06-18 21:11:25,344 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 2 days, 10:30:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3058, loss: 2.3058, grad_norm: 5.3243 2021-06-18 21:11:36,499 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 2 days, 10:30:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4414, top5_acc: 0.7102, loss_cls: 2.3782, loss: 2.3782, grad_norm: 5.4798 2021-06-18 21:11:47,687 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 2 days, 10:29:42, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7266, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.4713 2021-06-18 21:11:58,789 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 2 days, 10:29:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7227, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.2154 2021-06-18 21:12:09,916 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 2 days, 10:28:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.4202 2021-06-18 21:12:21,028 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 2 days, 10:28:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4433, loss: 2.4433, grad_norm: 5.5604 2021-06-18 21:12:32,172 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 2 days, 10:27:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6969, loss_cls: 2.4605, loss: 2.4605, grad_norm: 5.3671 2021-06-18 21:12:43,311 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 2 days, 10:27:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7086, loss_cls: 2.3533, loss: 2.3533, grad_norm: 5.4869 2021-06-18 21:12:54,440 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 2 days, 10:27:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.5207 2021-06-18 21:13:05,578 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 2 days, 10:26:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7266, loss_cls: 2.3161, loss: 2.3161, grad_norm: 5.1792 2021-06-18 21:13:16,700 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 2 days, 10:26:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.4124, loss: 2.4124, grad_norm: 5.4284 2021-06-18 21:13:27,842 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 2 days, 10:25:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7320, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.3933 2021-06-18 21:13:38,964 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 2 days, 10:25:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2918, loss: 2.2918, grad_norm: 5.1561 2021-06-18 21:13:50,083 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 2 days, 10:25:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7234, loss_cls: 2.3394, loss: 2.3394, grad_norm: 5.3443 2021-06-18 21:14:01,203 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 2 days, 10:24:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.3469 2021-06-18 21:14:12,330 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 2 days, 10:24:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7102, loss_cls: 2.3421, loss: 2.3421, grad_norm: 5.3778 2021-06-18 21:14:23,494 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 2 days, 10:23:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4398, top5_acc: 0.7070, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.3508 2021-06-18 21:14:34,654 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 2 days, 10:23:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.2849, loss: 2.2849, grad_norm: 5.1870 2021-06-18 21:14:45,788 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 2 days, 10:22:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7148, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.3392 2021-06-18 21:14:56,914 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 2 days, 10:22:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4035, loss: 2.4035, grad_norm: 5.2455 2021-06-18 21:15:08,071 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 2 days, 10:22:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.1585 2021-06-18 21:15:19,194 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 2 days, 10:21:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.3009, loss: 2.3009, grad_norm: 5.4322 2021-06-18 21:15:30,337 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 2 days, 10:21:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7383, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.3691 2021-06-18 21:15:41,458 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 2 days, 10:20:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7367, loss_cls: 2.2380, loss: 2.2380, grad_norm: 5.4283 2021-06-18 21:15:52,597 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 2 days, 10:20:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.1843 2021-06-18 21:16:03,735 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 2 days, 10:20:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.5396 2021-06-18 21:16:14,864 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 2 days, 10:19:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.3814 2021-06-18 21:16:26,003 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 2 days, 10:19:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.3286 2021-06-18 21:16:37,145 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 2 days, 10:18:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.5171 2021-06-18 21:16:48,252 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 2 days, 10:18:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3369, loss: 2.3369, grad_norm: 5.3004 2021-06-18 21:16:59,378 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 2 days, 10:18:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7258, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.4195 2021-06-18 21:17:10,515 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 2 days, 10:17:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.6385 2021-06-18 21:17:21,646 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 2 days, 10:17:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.1642 2021-06-18 21:17:32,760 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 2 days, 10:16:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4375, top5_acc: 0.7180, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.3221 2021-06-18 21:17:43,891 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 2 days, 10:16:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.1673 2021-06-18 21:17:55,047 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 2 days, 10:16:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.5993 2021-06-18 21:18:06,188 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 2 days, 10:15:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.1506 2021-06-18 21:18:17,308 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 2 days, 10:15:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.1276 2021-06-18 21:18:28,448 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 2 days, 10:14:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.2936 2021-06-18 21:18:39,580 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 2 days, 10:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.2525, loss: 2.2525, grad_norm: 5.3972 2021-06-18 21:18:50,711 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 2 days, 10:14:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.4353, loss: 2.4353, grad_norm: 5.1985 2021-06-18 21:19:01,869 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 2 days, 10:13:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.1833 2021-06-18 21:19:13,016 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 2 days, 10:13:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.7102, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.2832 2021-06-18 21:19:24,128 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 2 days, 10:12:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.2420 2021-06-18 21:19:35,272 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 2 days, 10:12:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7219, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.1535 2021-06-18 21:19:46,394 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 2 days, 10:12:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7234, loss_cls: 2.3195, loss: 2.3195, grad_norm: 5.4966 2021-06-18 21:19:57,546 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 2 days, 10:11:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3173, loss: 2.3173, grad_norm: 5.2239 2021-06-18 21:20:08,721 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 2 days, 10:11:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.3198 2021-06-18 21:20:19,866 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 2 days, 10:11:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.2561 2021-06-18 21:20:31,003 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 2 days, 10:10:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2755, loss: 2.2755, grad_norm: 5.2228 2021-06-18 21:20:42,149 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 2 days, 10:10:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.2647, loss: 2.2647, grad_norm: 5.4287 2021-06-18 21:20:53,286 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 2 days, 10:09:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7305, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.1763 2021-06-18 21:21:04,411 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 2 days, 10:09:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.2914, loss: 2.2914, grad_norm: 5.1878 2021-06-18 21:21:15,533 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 2 days, 10:09:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.3980 2021-06-18 21:21:26,688 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 2 days, 10:08:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7289, loss_cls: 2.2793, loss: 2.2793, grad_norm: 5.4201 2021-06-18 21:21:37,832 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 2 days, 10:08:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2693, loss: 2.2693, grad_norm: 5.3179 2021-06-18 21:21:48,978 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 2 days, 10:07:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.1231 2021-06-18 21:22:00,112 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 2 days, 10:07:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.3470 2021-06-18 21:22:11,238 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 2 days, 10:07:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3006, loss: 2.3006, grad_norm: 5.4652 2021-06-18 21:22:22,367 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 2 days, 10:06:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7219, loss_cls: 2.3071, loss: 2.3071, grad_norm: 5.3677 2021-06-18 21:22:33,534 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 2 days, 10:06:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7141, loss_cls: 2.3890, loss: 2.3890, grad_norm: 5.3905 2021-06-18 21:22:44,672 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 2 days, 10:06:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.4136 2021-06-18 21:22:55,807 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 2 days, 10:05:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2451, loss: 2.2451, grad_norm: 5.3141 2021-06-18 21:23:06,932 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 2 days, 10:05:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7047, loss_cls: 2.3875, loss: 2.3875, grad_norm: 5.6612 2021-06-18 21:23:18,051 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 2 days, 10:04:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4219, top5_acc: 0.7141, loss_cls: 2.3934, loss: 2.3934, grad_norm: 5.4337 2021-06-18 21:23:29,167 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 2 days, 10:04:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.4123, loss: 2.4123, grad_norm: 5.4761 2021-06-18 21:23:40,313 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 2 days, 10:04:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.2999 2021-06-18 21:23:51,463 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 2 days, 10:03:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7188, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.3770 2021-06-18 21:24:02,630 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 2 days, 10:03:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7234, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.4030 2021-06-18 21:24:13,697 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 2 days, 10:03:05, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7070, loss_cls: 2.3676, loss: 2.3676, grad_norm: 5.2595 2021-06-18 21:24:24,819 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 2 days, 10:02:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.4707 2021-06-18 21:24:35,958 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 2 days, 10:02:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.1638 2021-06-18 21:24:47,092 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 2 days, 10:01:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7336, loss_cls: 2.3165, loss: 2.3165, grad_norm: 5.2769 2021-06-18 21:24:58,220 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 2 days, 10:01:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.3284 2021-06-18 21:25:09,363 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 2 days, 10:01:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7461, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.2987 2021-06-18 21:25:20,520 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 2 days, 10:00:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7508, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.6042 2021-06-18 21:25:31,678 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 2 days, 10:00:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.3219 2021-06-18 21:25:42,812 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 2 days, 10:00:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.2948 2021-06-18 21:25:53,929 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 2 days, 9:59:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.3951, loss: 2.3951, grad_norm: 5.3004 2021-06-18 21:26:05,073 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 2 days, 9:59:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2450, loss: 2.2450, grad_norm: 5.4048 2021-06-18 21:26:16,203 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 2 days, 9:59:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7383, loss_cls: 2.2594, loss: 2.2594, grad_norm: 5.2796 2021-06-18 21:26:27,347 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 2 days, 9:58:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7227, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.3061 2021-06-18 21:26:38,476 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 2 days, 9:58:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.0696 2021-06-18 21:26:49,588 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 2 days, 9:57:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7328, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.2593 2021-06-18 21:27:00,751 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 2 days, 9:57:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2226, loss: 2.2226, grad_norm: 5.2405 2021-06-18 21:27:11,845 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-06-18 21:28:28,279 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 2 days, 10:26:28, time: 3.775, data_time: 3.155, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.2823 2021-06-18 21:28:39,409 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 2 days, 10:26:03, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.2406 2021-06-18 21:28:50,518 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 2 days, 10:25:38, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.3434 2021-06-18 21:29:01,641 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 2 days, 10:25:12, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.3023 2021-06-18 21:29:12,774 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 2 days, 10:24:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4437, top5_acc: 0.7234, loss_cls: 2.3056, loss: 2.3056, grad_norm: 5.5361 2021-06-18 21:29:23,881 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 2 days, 10:24:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.4767 2021-06-18 21:29:35,015 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 2 days, 10:23:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.3791 2021-06-18 21:29:46,159 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 2 days, 10:23:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7539, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.2603 2021-06-18 21:29:57,285 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 2 days, 10:23:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7430, loss_cls: 2.2061, loss: 2.2061, grad_norm: 5.6074 2021-06-18 21:30:08,498 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 2 days, 10:22:46, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.2244 2021-06-18 21:30:19,625 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 2 days, 10:22:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.2449 2021-06-18 21:30:30,764 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 2 days, 10:21:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1410, loss: 2.1410, grad_norm: 5.4482 2021-06-18 21:30:41,884 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 2 days, 10:21:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.4341 2021-06-18 21:30:53,018 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 2 days, 10:21:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7352, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.3729 2021-06-18 21:31:04,178 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 2 days, 10:20:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7383, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.3230 2021-06-18 21:31:15,296 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 2 days, 10:20:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.1586 2021-06-18 21:31:26,425 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 2 days, 10:19:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.3370 2021-06-18 21:31:37,585 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 2 days, 10:19:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.0964 2021-06-18 21:31:48,724 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 2 days, 10:19:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2547, loss: 2.2547, grad_norm: 5.2152 2021-06-18 21:31:59,854 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 2 days, 10:18:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7555, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.2581 2021-06-18 21:32:10,975 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 2 days, 10:18:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.3407 2021-06-18 21:32:22,101 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 2 days, 10:17:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7383, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.5200 2021-06-18 21:32:33,222 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 2 days, 10:17:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.2523 2021-06-18 21:32:44,367 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 2 days, 10:17:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7695, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.1473 2021-06-18 21:32:55,519 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 2 days, 10:16:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.3607 2021-06-18 21:33:06,661 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 2 days, 10:16:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7406, loss_cls: 2.2154, loss: 2.2154, grad_norm: 5.2693 2021-06-18 21:33:17,796 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 2 days, 10:15:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.1634 2021-06-18 21:33:28,942 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 2 days, 10:15:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1850, loss: 2.1850, grad_norm: 5.2777 2021-06-18 21:33:40,069 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 2 days, 10:15:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.2877 2021-06-18 21:33:51,208 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 2 days, 10:14:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.4207 2021-06-18 21:34:02,335 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 2 days, 10:14:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.1599 2021-06-18 21:34:13,473 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 2 days, 10:14:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.4333 2021-06-18 21:34:24,619 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 2 days, 10:13:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7609, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.2540 2021-06-18 21:34:35,765 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 2 days, 10:13:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7289, loss_cls: 2.2601, loss: 2.2601, grad_norm: 5.0339 2021-06-18 21:34:46,909 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 2 days, 10:12:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7352, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.3921 2021-06-18 21:34:58,043 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 2 days, 10:12:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7484, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.5241 2021-06-18 21:35:09,245 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 2 days, 10:12:07, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.3964 2021-06-18 21:35:20,366 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 2 days, 10:11:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7547, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.4344 2021-06-18 21:35:31,503 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 2 days, 10:11:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2682, loss: 2.2682, grad_norm: 5.4977 2021-06-18 21:35:42,643 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 2 days, 10:10:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7359, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.1075 2021-06-18 21:35:53,773 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 2 days, 10:10:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.1873 2021-06-18 21:36:04,911 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 2 days, 10:10:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.4648 2021-06-18 21:36:16,035 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 2 days, 10:09:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7461, loss_cls: 2.2223, loss: 2.2223, grad_norm: 5.3378 2021-06-18 21:36:27,193 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 2 days, 10:09:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7430, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.5058 2021-06-18 21:36:38,348 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 2 days, 10:09:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.2965 2021-06-18 21:36:49,484 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 2 days, 10:08:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.2057 2021-06-18 21:37:00,627 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 2 days, 10:08:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.2548 2021-06-18 21:37:11,779 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 2 days, 10:07:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.3304 2021-06-18 21:37:22,911 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 2 days, 10:07:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.3978 2021-06-18 21:37:34,063 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 2 days, 10:07:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.3513 2021-06-18 21:37:45,182 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 2 days, 10:06:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2048, loss: 2.2048, grad_norm: 5.3477 2021-06-18 21:37:56,310 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 2 days, 10:06:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.1879 2021-06-18 21:38:07,448 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 2 days, 10:06:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.2130 2021-06-18 21:38:18,589 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 2 days, 10:05:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7492, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.1575 2021-06-18 21:38:29,724 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 2 days, 10:05:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.3431 2021-06-18 21:38:40,860 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 2 days, 10:04:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7352, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.3298 2021-06-18 21:38:52,012 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 2 days, 10:04:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7523, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.1735 2021-06-18 21:39:03,149 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 2 days, 10:04:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.5526 2021-06-18 21:39:14,282 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 2 days, 10:03:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2630, loss: 2.2630, grad_norm: 5.0613 2021-06-18 21:39:25,416 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 2 days, 10:03:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.4085 2021-06-18 21:39:36,567 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 2 days, 10:03:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7523, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.1575 2021-06-18 21:39:47,719 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 2 days, 10:02:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7461, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.3118 2021-06-18 21:39:58,882 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 2 days, 10:02:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.5686 2021-06-18 21:40:10,031 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 2 days, 10:01:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7438, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.5388 2021-06-18 21:40:21,154 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 2 days, 10:01:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.3251 2021-06-18 21:40:32,298 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 2 days, 10:01:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.2376 2021-06-18 21:40:43,426 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 2 days, 10:00:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7484, loss_cls: 2.2779, loss: 2.2779, grad_norm: 5.2369 2021-06-18 21:40:54,568 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 2 days, 10:00:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1941, loss: 2.1941, grad_norm: 5.3150 2021-06-18 21:41:05,722 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 2 days, 10:00:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7531, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.1589 2021-06-18 21:41:16,855 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 2 days, 9:59:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.2990 2021-06-18 21:41:28,005 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 2 days, 9:59:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.4503 2021-06-18 21:41:39,135 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 2 days, 9:59:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.2725 2021-06-18 21:41:50,257 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 2 days, 9:58:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.8497 2021-06-18 21:42:01,387 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 2 days, 9:58:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.3613 2021-06-18 21:42:12,521 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 2 days, 9:57:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.3966 2021-06-18 21:42:23,644 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 2 days, 9:57:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7484, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.2390 2021-06-18 21:42:34,764 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 2 days, 9:57:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7391, loss_cls: 2.2686, loss: 2.2686, grad_norm: 5.3106 2021-06-18 21:42:45,879 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 2 days, 9:56:48, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.2712 2021-06-18 21:42:57,024 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 2 days, 9:56:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.1064 2021-06-18 21:43:08,171 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 2 days, 9:56:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.4338 2021-06-18 21:43:19,308 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 2 days, 9:55:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.4638 2021-06-18 21:43:30,458 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 2 days, 9:55:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7391, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.3238 2021-06-18 21:43:41,581 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 2 days, 9:55:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.2606 2021-06-18 21:43:52,724 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 2 days, 9:54:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.4064 2021-06-18 21:44:03,832 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 2 days, 9:54:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.3942 2021-06-18 21:44:14,978 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 2 days, 9:53:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.2390 2021-06-18 21:44:26,122 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 2 days, 9:53:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7398, loss_cls: 2.2893, loss: 2.2893, grad_norm: 5.2239 2021-06-18 21:44:37,266 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 2 days, 9:53:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.1673 2021-06-18 21:44:48,404 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 2 days, 9:52:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.2522 2021-06-18 21:44:59,495 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 2 days, 9:52:29, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7617, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.3622 2021-06-18 21:45:10,633 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 2 days, 9:52:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.3234 2021-06-18 21:45:21,756 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 2 days, 9:51:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.2191, loss: 2.2191, grad_norm: 5.2671 2021-06-18 21:45:32,903 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 2 days, 9:51:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1786, loss: 2.1786, grad_norm: 5.4178 2021-06-18 21:45:44,023 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 2 days, 9:51:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.0892 2021-06-18 21:45:55,158 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 2 days, 9:50:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1489, loss: 2.1489, grad_norm: 5.4644 2021-06-18 21:46:06,283 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 2 days, 9:50:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.3157 2021-06-18 21:46:17,426 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 2 days, 9:49:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2030, loss: 2.2030, grad_norm: 5.3902 2021-06-18 21:46:28,576 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 2 days, 9:49:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.5136 2021-06-18 21:46:39,704 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 2 days, 9:49:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7398, loss_cls: 2.1981, loss: 2.1981, grad_norm: 5.0899 2021-06-18 21:46:50,835 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 2 days, 9:48:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.2804 2021-06-18 21:47:01,971 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 2 days, 9:48:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7289, loss_cls: 2.2898, loss: 2.2898, grad_norm: 5.3455 2021-06-18 21:47:13,144 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 2 days, 9:48:16, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.1755 2021-06-18 21:47:24,261 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 2 days, 9:47:54, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.3827 2021-06-18 21:47:35,395 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 2 days, 9:47:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7359, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.2299 2021-06-18 21:47:46,534 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 2 days, 9:47:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7570, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.4200 2021-06-18 21:47:57,677 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 2 days, 9:46:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.3387 2021-06-18 21:48:08,839 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 2 days, 9:46:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.5012 2021-06-18 21:48:19,960 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 2 days, 9:46:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1278, loss: 2.1278, grad_norm: 4.9682 2021-06-18 21:48:31,089 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 2 days, 9:45:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.3502 2021-06-18 21:48:42,209 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 2 days, 9:45:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.3180 2021-06-18 21:48:53,343 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 2 days, 9:45:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7359, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.3600 2021-06-18 21:49:04,478 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 2 days, 9:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7367, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.2840 2021-06-18 21:49:15,628 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 2 days, 9:44:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.4478 2021-06-18 21:49:26,765 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 2 days, 9:44:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.1833 2021-06-18 21:49:37,901 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 2 days, 9:43:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7445, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.0395 2021-06-18 21:49:49,017 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 2 days, 9:43:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.1998 2021-06-18 21:50:00,160 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 2 days, 9:43:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.3068 2021-06-18 21:50:11,331 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 2 days, 9:42:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.1220 2021-06-18 21:50:22,462 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 2 days, 9:42:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7414, loss_cls: 2.2221, loss: 2.2221, grad_norm: 5.3312 2021-06-18 21:50:33,571 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 2 days, 9:42:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2661, loss: 2.2661, grad_norm: 5.4629 2021-06-18 21:50:44,718 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 2 days, 9:41:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.1659 2021-06-18 21:50:55,869 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 2 days, 9:41:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.1502 2021-06-18 21:51:07,009 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 2 days, 9:41:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.1658 2021-06-18 21:51:18,129 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 2 days, 9:40:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.4266 2021-06-18 21:51:29,277 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 2 days, 9:40:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.4057 2021-06-18 21:51:40,411 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 2 days, 9:40:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.2320 2021-06-18 21:51:51,541 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 2 days, 9:39:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.3071 2021-06-18 21:52:02,692 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 2 days, 9:39:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2246, loss: 2.2246, grad_norm: 5.3966 2021-06-18 21:52:13,792 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 2 days, 9:38:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.1381 2021-06-18 21:52:24,918 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 2 days, 9:38:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1498, loss: 2.1498, grad_norm: 4.9805 2021-06-18 21:52:36,083 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 2 days, 9:38:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.2109, loss: 2.2109, grad_norm: 5.2333 2021-06-18 21:52:47,228 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 2 days, 9:37:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7516, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.4573 2021-06-18 21:52:58,369 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 2 days, 9:37:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.0959 2021-06-18 21:53:09,525 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 2 days, 9:37:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.1227 2021-06-18 21:53:20,647 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 2 days, 9:36:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.2569 2021-06-18 21:53:31,782 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 2 days, 9:36:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.3289 2021-06-18 21:53:42,929 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 2 days, 9:36:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7664, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.2525 2021-06-18 21:53:54,062 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 2 days, 9:35:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7555, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.3921 2021-06-18 21:54:05,215 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 2 days, 9:35:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7586, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.3633 2021-06-18 21:54:16,376 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 2 days, 9:35:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.3365 2021-06-18 21:54:27,521 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 2 days, 9:35:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1620, loss: 2.1620, grad_norm: 4.9884 2021-06-18 21:54:38,668 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 2 days, 9:34:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7734, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.1573 2021-06-18 21:54:49,783 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 2 days, 9:34:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7281, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.1329 2021-06-18 21:55:00,927 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 2 days, 9:34:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.2950 2021-06-18 21:55:12,097 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 2 days, 9:33:42, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7586, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.1860 2021-06-18 21:55:23,293 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 2 days, 9:33:23, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.1775 2021-06-18 21:55:34,439 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 2 days, 9:33:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.0936 2021-06-18 21:55:45,579 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 2 days, 9:32:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7523, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.3487 2021-06-18 21:55:56,711 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 2 days, 9:32:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1995, loss: 2.1995, grad_norm: 5.3302 2021-06-18 21:56:07,859 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 2 days, 9:32:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.2107, loss: 2.2107, grad_norm: 5.2160 2021-06-18 21:56:18,984 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 2 days, 9:31:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.3062 2021-06-18 21:56:30,130 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 2 days, 9:31:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.1533 2021-06-18 21:56:41,278 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 2 days, 9:31:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.2437 2021-06-18 21:56:52,410 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 2 days, 9:30:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.3313 2021-06-18 21:57:03,551 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 2 days, 9:30:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7570, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.1820 2021-06-18 21:57:14,679 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 2 days, 9:30:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.1655 2021-06-18 21:57:25,828 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 2 days, 9:29:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.2794, loss: 2.2794, grad_norm: 5.1421 2021-06-18 21:57:36,985 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 2 days, 9:29:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7477, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.4596 2021-06-18 21:57:48,123 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 2 days, 9:29:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7602, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.1103 2021-06-18 21:57:59,262 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 2 days, 9:28:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7430, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.1053 2021-06-18 21:58:10,397 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 2 days, 9:28:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.3005 2021-06-18 21:58:21,529 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 2 days, 9:28:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.3423 2021-06-18 21:58:32,686 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 2 days, 9:27:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.2746 2021-06-18 21:58:43,784 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 2 days, 9:27:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.1679 2021-06-18 21:58:54,905 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 2 days, 9:27:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.1871 2021-06-18 21:59:06,058 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 2 days, 9:26:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.1634 2021-06-18 21:59:17,196 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 2 days, 9:26:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.2625 2021-06-18 21:59:28,360 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 2 days, 9:26:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7469, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.1838 2021-06-18 21:59:39,436 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 2 days, 9:25:55, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7352, loss_cls: 2.2564, loss: 2.2564, grad_norm: 5.2276 2021-06-18 21:59:50,566 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 2 days, 9:25:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2275, loss: 2.2275, grad_norm: 5.5559 2021-06-18 22:00:01,732 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 2 days, 9:25:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.0985 2021-06-18 22:00:12,865 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 2 days, 9:24:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7477, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.3453 2021-06-18 22:00:24,002 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 2 days, 9:24:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.1202 2021-06-18 22:00:35,133 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 2 days, 9:24:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.2698 2021-06-18 22:00:46,272 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 2 days, 9:24:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7531, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.3969 2021-06-18 22:00:57,418 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 2 days, 9:23:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.2252 2021-06-18 22:01:08,546 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 2 days, 9:23:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.4026 2021-06-18 22:01:19,672 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 2 days, 9:23:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7492, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.2610 2021-06-18 22:01:30,812 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 2 days, 9:22:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7617, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.1891 2021-06-18 22:01:41,972 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 2 days, 9:22:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.2031 2021-06-18 22:01:53,060 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 2 days, 9:22:05, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.1216 2021-06-18 22:02:04,210 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 2 days, 9:21:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7523, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.1976 2021-06-18 22:02:15,335 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 2 days, 9:21:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7359, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.1182 2021-06-18 22:02:26,467 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 2 days, 9:21:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.4369 2021-06-18 22:02:37,603 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 2 days, 9:20:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.1083 2021-06-18 22:02:48,750 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 2 days, 9:20:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1222, loss: 2.1222, grad_norm: 5.0507 2021-06-18 22:02:59,890 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 2 days, 9:20:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.4962 2021-06-18 22:03:11,243 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-06-18 22:04:28,845 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 2 days, 9:42:02, time: 3.836, data_time: 3.234, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7734, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.4400 2021-06-18 22:04:39,986 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 2 days, 9:41:41, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.2794 2021-06-18 22:04:51,123 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 2 days, 9:41:21, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.2186 2021-06-18 22:05:02,249 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 2 days, 9:40:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7617, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.2593 2021-06-18 22:05:13,358 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 2 days, 9:40:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4255 2021-06-18 22:05:24,485 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 2 days, 9:40:17, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.1537 2021-06-18 22:05:35,625 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 2 days, 9:39:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.2826 2021-06-18 22:05:46,754 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 2 days, 9:39:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.2271 2021-06-18 22:05:57,891 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 2 days, 9:39:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.2927 2021-06-18 22:06:09,034 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 2 days, 9:38:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.1874 2021-06-18 22:06:20,161 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 2 days, 9:38:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.3693 2021-06-18 22:06:31,298 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 2 days, 9:38:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.2210 2021-06-18 22:06:42,466 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 2 days, 9:37:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.3767 2021-06-18 22:06:53,611 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 2 days, 9:37:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7531, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.1997 2021-06-18 22:07:04,718 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 2 days, 9:37:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.3935 2021-06-18 22:07:15,867 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 2 days, 9:36:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7609, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.6047 2021-06-18 22:07:27,001 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 2 days, 9:36:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.1844 2021-06-18 22:07:38,144 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 2 days, 9:36:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.4991 2021-06-18 22:07:49,293 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 2 days, 9:35:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7766, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.1684 2021-06-18 22:08:00,433 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 2 days, 9:35:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7547, loss_cls: 2.1224, loss: 2.1224, grad_norm: 5.3201 2021-06-18 22:08:11,568 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 2 days, 9:35:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.1510 2021-06-18 22:08:22,709 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 2 days, 9:34:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7930, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.3699 2021-06-18 22:08:33,868 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 2 days, 9:34:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.3016 2021-06-18 22:08:45,006 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 2 days, 9:34:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.4050 2021-06-18 22:08:56,137 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 2 days, 9:33:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.1403 2021-06-18 22:09:07,250 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 2 days, 9:33:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7664, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.2750 2021-06-18 22:09:18,369 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 2 days, 9:33:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.4766 2021-06-18 22:09:29,513 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 2 days, 9:32:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.2789 2021-06-18 22:09:40,652 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 2 days, 9:32:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7633, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.2942 2021-06-18 22:09:51,789 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 2 days, 9:32:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.2842 2021-06-18 22:10:02,919 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 2 days, 9:31:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.0916 2021-06-18 22:10:14,001 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 2 days, 9:31:30, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.3148 2021-06-18 22:10:25,144 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 2 days, 9:31:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.5568 2021-06-18 22:10:36,295 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 2 days, 9:30:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.3859 2021-06-18 22:10:47,420 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 2 days, 9:30:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.1985 2021-06-18 22:10:58,556 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 2 days, 9:30:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.1269 2021-06-18 22:11:09,670 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 2 days, 9:29:50, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.1045, loss: 2.1045, grad_norm: 5.3996 2021-06-18 22:11:20,790 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 2 days, 9:29:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.2017 2021-06-18 22:11:31,926 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 2 days, 9:29:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.0789 2021-06-18 22:11:43,046 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 2 days, 9:28:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7633, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.4402 2021-06-18 22:11:54,189 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 2 days, 9:28:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.2870 2021-06-18 22:12:05,305 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 2 days, 9:28:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.1525 2021-06-18 22:12:16,446 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 2 days, 9:27:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.0984 2021-06-18 22:12:27,610 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 2 days, 9:27:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.4235 2021-06-18 22:12:38,746 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 2 days, 9:27:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7602, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.3985 2021-06-18 22:12:49,884 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 2 days, 9:26:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.3601 2021-06-18 22:13:01,009 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 2 days, 9:26:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7570, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.1816 2021-06-18 22:13:12,132 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 2 days, 9:26:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.3104 2021-06-18 22:13:23,267 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 2 days, 9:25:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7648, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.3739 2021-06-18 22:13:34,396 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 2 days, 9:25:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.2731 2021-06-18 22:13:45,551 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 2 days, 9:25:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.0410 2021-06-18 22:13:56,682 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 2 days, 9:24:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7508, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.3738 2021-06-18 22:14:07,811 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 2 days, 9:24:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7547, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.5411 2021-06-18 22:14:18,925 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 2 days, 9:24:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.1035 2021-06-18 22:14:30,046 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 2 days, 9:23:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.1663 2021-06-18 22:14:41,203 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 2 days, 9:23:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.3958 2021-06-18 22:14:52,347 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 2 days, 9:23:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.1922 2021-06-18 22:15:03,488 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 2 days, 9:22:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.1426 2021-06-18 22:15:14,631 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 2 days, 9:22:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.1282 2021-06-18 22:15:25,771 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 2 days, 9:22:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9450, loss: 1.9450, grad_norm: 4.9542 2021-06-18 22:15:36,910 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 2 days, 9:21:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.3639 2021-06-18 22:15:48,069 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 2 days, 9:21:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7625, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.2071 2021-06-18 22:15:59,229 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 2 days, 9:21:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7734, loss_cls: 1.9729, loss: 1.9729, grad_norm: 5.1741 2021-06-18 22:16:10,361 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 2 days, 9:21:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.4921 2021-06-18 22:16:21,507 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 2 days, 9:20:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7641, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.4014 2021-06-18 22:16:32,656 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 2 days, 9:20:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7867, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.1610 2021-06-18 22:16:43,798 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 2 days, 9:20:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.2020 2021-06-18 22:16:54,945 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 2 days, 9:19:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.1978 2021-06-18 22:17:06,072 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 2 days, 9:19:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.1336, loss: 2.1336, grad_norm: 5.1452 2021-06-18 22:17:17,215 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 2 days, 9:19:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.1122 2021-06-18 22:17:28,346 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 2 days, 9:18:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.2554 2021-06-18 22:17:39,503 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 2 days, 9:18:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.2296 2021-06-18 22:17:50,637 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 2 days, 9:18:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.3086 2021-06-18 22:18:01,763 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 2 days, 9:17:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7680, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.3012 2021-06-18 22:18:12,893 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 2 days, 9:17:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7812, loss_cls: 1.9903, loss: 1.9903, grad_norm: 4.9877 2021-06-18 22:18:24,039 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 2 days, 9:17:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.2281 2021-06-18 22:18:35,158 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 2 days, 9:16:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7680, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.3669 2021-06-18 22:18:46,308 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 2 days, 9:16:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.2336 2021-06-18 22:18:57,439 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 2 days, 9:16:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7688, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.3471 2021-06-18 22:19:08,572 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 2 days, 9:15:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7711, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.2899 2021-06-18 22:19:19,691 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 2 days, 9:15:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7758, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.2064 2021-06-18 22:19:30,842 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 2 days, 9:15:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7680, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.2814 2021-06-18 22:19:41,981 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 2 days, 9:15:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.3965 2021-06-18 22:19:53,101 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 2 days, 9:14:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.1833 2021-06-18 22:20:04,262 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 2 days, 9:14:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.3472 2021-06-18 22:20:15,391 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 2 days, 9:14:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.3069 2021-06-18 22:20:26,538 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 2 days, 9:13:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.4786 2021-06-18 22:20:37,680 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 2 days, 9:13:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7539, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.2991 2021-06-18 22:20:48,825 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 2 days, 9:13:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7523, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.2881 2021-06-18 22:20:59,981 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 2 days, 9:12:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7469, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.3243 2021-06-18 22:21:11,110 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 2 days, 9:12:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.1639 2021-06-18 22:21:22,245 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 2 days, 9:12:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7727, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.3901 2021-06-18 22:21:33,377 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 2 days, 9:11:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.1545 2021-06-18 22:21:44,494 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 2 days, 9:11:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.5565 2021-06-18 22:21:55,643 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 2 days, 9:11:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7695, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.1068 2021-06-18 22:22:06,794 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 2 days, 9:10:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0010, loss: 2.0010, grad_norm: 5.2491 2021-06-18 22:22:17,933 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 2 days, 9:10:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.2616 2021-06-18 22:22:29,069 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 2 days, 9:10:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.3366 2021-06-18 22:22:40,186 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 2 days, 9:10:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0525, loss: 2.0525, grad_norm: 4.9564 2021-06-18 22:22:51,356 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 2 days, 9:09:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.0493 2021-06-18 22:23:02,529 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 2 days, 9:09:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.3047 2021-06-18 22:23:13,654 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 2 days, 9:09:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.0473 2021-06-18 22:23:24,805 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 2 days, 9:08:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7602, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.0844 2021-06-18 22:23:35,928 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 2 days, 9:08:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.1621 2021-06-18 22:23:47,067 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 2 days, 9:08:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7719, loss_cls: 2.0149, loss: 2.0149, grad_norm: 5.1226 2021-06-18 22:23:58,210 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 2 days, 9:07:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.2342 2021-06-18 22:24:09,355 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 2 days, 9:07:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7641, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.1855 2021-06-18 22:24:20,476 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 2 days, 9:07:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7766, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.1842 2021-06-18 22:24:31,595 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 2 days, 9:06:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7633, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.0768 2021-06-18 22:24:42,736 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 2 days, 9:06:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.3648 2021-06-18 22:24:53,894 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 2 days, 9:06:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7523, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.2231 2021-06-18 22:25:05,031 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 2 days, 9:06:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7688, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.4584 2021-06-18 22:25:16,166 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 2 days, 9:05:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.3265 2021-06-18 22:25:27,303 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 2 days, 9:05:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.3089 2021-06-18 22:25:38,451 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 2 days, 9:05:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.1792 2021-06-18 22:25:49,594 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 2 days, 9:04:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7758, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.3146 2021-06-18 22:26:00,742 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 2 days, 9:04:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.3640 2021-06-18 22:26:11,887 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 2 days, 9:04:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.0791 2021-06-18 22:26:23,001 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 2 days, 9:03:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.3142 2021-06-18 22:26:34,127 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 2 days, 9:03:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7711, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.2363 2021-06-18 22:26:45,264 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 2 days, 9:03:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7719, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.2407 2021-06-18 22:26:56,413 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 2 days, 9:02:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.3480 2021-06-18 22:27:07,552 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 2 days, 9:02:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.3098 2021-06-18 22:27:18,673 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 2 days, 9:02:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.2539 2021-06-18 22:27:29,829 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 2 days, 9:02:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2457 2021-06-18 22:27:40,995 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 2 days, 9:01:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7695, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.2715 2021-06-18 22:27:52,141 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 2 days, 9:01:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.3465 2021-06-18 22:28:03,280 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 2 days, 9:01:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7812, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.1594 2021-06-18 22:28:14,397 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 2 days, 9:00:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7453, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.4280 2021-06-18 22:28:25,525 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 2 days, 9:00:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7477, loss_cls: 2.1547, loss: 2.1547, grad_norm: 4.9962 2021-06-18 22:28:36,651 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 2 days, 9:00:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7703, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.1449 2021-06-18 22:28:47,795 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 2 days, 8:59:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.3395 2021-06-18 22:28:58,890 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 2 days, 8:59:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7539, loss_cls: 2.1796, loss: 2.1796, grad_norm: 5.4936 2021-06-18 22:29:10,029 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 2 days, 8:59:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.2234 2021-06-18 22:29:21,153 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 2 days, 8:59:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.0854 2021-06-18 22:29:32,307 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 2 days, 8:58:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7656, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.1065 2021-06-18 22:29:43,489 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 2 days, 8:58:28, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.1444 2021-06-18 22:29:54,581 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 2 days, 8:58:09, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.2859 2021-06-18 22:30:05,750 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 2 days, 8:57:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.2201 2021-06-18 22:30:16,860 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 2 days, 8:57:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0721, loss: 2.0721, grad_norm: 4.9231 2021-06-18 22:30:27,981 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 2 days, 8:57:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7711, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.1455 2021-06-18 22:30:39,115 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 2 days, 8:56:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.2844 2021-06-18 22:30:50,259 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 2 days, 8:56:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.1220 2021-06-18 22:31:01,414 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 2 days, 8:56:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.1394 2021-06-18 22:31:12,542 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 2 days, 8:56:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0430, loss: 2.0430, grad_norm: 5.3111 2021-06-18 22:31:23,671 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 2 days, 8:55:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1471, loss: 2.1471, grad_norm: 5.2591 2021-06-18 22:31:34,824 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 2 days, 8:55:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.1356 2021-06-18 22:31:45,949 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 2 days, 8:55:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.1666 2021-06-18 22:31:57,080 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 2 days, 8:54:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.4128 2021-06-18 22:32:08,224 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 2 days, 8:54:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.2606 2021-06-18 22:32:19,348 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 2 days, 8:54:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.0951 2021-06-18 22:32:30,482 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 2 days, 8:53:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.2429 2021-06-18 22:32:41,624 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 2 days, 8:53:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.0916 2021-06-18 22:32:52,759 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 2 days, 8:53:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7742, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.0585 2021-06-18 22:33:03,891 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 2 days, 8:53:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7453, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.2434 2021-06-18 22:33:14,995 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 2 days, 8:52:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.2029 2021-06-18 22:33:26,118 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 2 days, 8:52:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7617, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.1124 2021-06-18 22:33:37,242 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 2 days, 8:52:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7680, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.1872 2021-06-18 22:33:48,370 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 2 days, 8:51:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.2534 2021-06-18 22:33:59,498 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 2 days, 8:51:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.2742 2021-06-18 22:34:10,625 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 2 days, 8:51:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7609, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.3851 2021-06-18 22:34:21,749 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 2 days, 8:51:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.0887, loss: 2.0887, grad_norm: 5.2500 2021-06-18 22:34:32,877 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 2 days, 8:50:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7680, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.1858 2021-06-18 22:34:44,027 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 2 days, 8:50:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.0169 2021-06-18 22:34:55,186 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 2 days, 8:50:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.0564 2021-06-18 22:35:06,365 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 2 days, 8:49:51, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.0871, loss: 2.0871, grad_norm: 4.9978 2021-06-18 22:35:17,506 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 2 days, 8:49:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.2716 2021-06-18 22:35:28,624 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 2 days, 8:49:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.2234 2021-06-18 22:35:39,747 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 2 days, 8:48:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7680, loss_cls: 2.0097, loss: 2.0097, grad_norm: 4.9692 2021-06-18 22:35:50,886 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 2 days, 8:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.4237 2021-06-18 22:36:02,023 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 2 days, 8:48:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.2614 2021-06-18 22:36:13,155 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 2 days, 8:48:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7906, loss_cls: 1.9365, loss: 1.9365, grad_norm: 5.2597 2021-06-18 22:36:24,298 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 2 days, 8:47:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7711, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.3099 2021-06-18 22:36:35,430 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 2 days, 8:47:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.2751 2021-06-18 22:36:46,570 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 2 days, 8:47:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.2008 2021-06-18 22:36:57,714 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 2 days, 8:46:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7883, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.1910 2021-06-18 22:37:08,847 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 2 days, 8:46:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.2659 2021-06-18 22:37:19,982 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 2 days, 8:46:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7680, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.3613 2021-06-18 22:37:31,130 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 2 days, 8:46:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.1949 2021-06-18 22:37:42,291 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 2 days, 8:45:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7516, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.4777 2021-06-18 22:37:53,429 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 2 days, 8:45:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7680, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.0904 2021-06-18 22:38:04,568 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 2 days, 8:45:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.2405 2021-06-18 22:38:15,701 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 2 days, 8:44:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.2474 2021-06-18 22:38:26,839 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 2 days, 8:44:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.3986 2021-06-18 22:38:37,967 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 2 days, 8:44:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.2375 2021-06-18 22:38:49,115 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 2 days, 8:44:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.3009 2021-06-18 22:39:00,254 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 2 days, 8:43:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.1363 2021-06-18 22:39:11,324 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-06-18 22:40:27,840 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 2 days, 9:00:45, time: 3.802, data_time: 3.223, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.2576 2021-06-18 22:40:38,980 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 2 days, 9:00:26, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.1463 2021-06-18 22:40:50,084 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 2 days, 9:00:08, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.2009 2021-06-18 22:41:01,197 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 2 days, 8:59:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.1315 2021-06-18 22:41:12,319 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 2 days, 8:59:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7734, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.3034 2021-06-18 22:41:23,433 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 2 days, 8:59:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.2372 2021-06-18 22:41:34,539 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 2 days, 8:58:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.3747 2021-06-18 22:41:45,679 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 2 days, 8:58:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7727, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.2997 2021-06-18 22:41:56,795 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 2 days, 8:58:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.2630 2021-06-18 22:42:07,921 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 2 days, 8:57:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.8885, loss: 1.8885, grad_norm: 5.3654 2021-06-18 22:42:19,042 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 2 days, 8:57:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.2334 2021-06-18 22:42:30,191 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 2 days, 8:57:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7844, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.1453 2021-06-18 22:42:41,330 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 2 days, 8:57:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.1793 2021-06-18 22:42:52,463 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 2 days, 8:56:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.3745 2021-06-18 22:43:03,643 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 2 days, 8:56:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7859, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.3165 2021-06-18 22:43:14,729 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 2 days, 8:56:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.0245 2021-06-18 22:43:25,854 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 2 days, 8:55:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.2408 2021-06-18 22:43:36,985 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 2 days, 8:55:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.0957 2021-06-18 22:43:48,114 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 2 days, 8:55:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.2869 2021-06-18 22:43:59,247 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 2 days, 8:54:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7961, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.1222 2021-06-18 22:44:10,405 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 2 days, 8:54:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.2021 2021-06-18 22:44:21,542 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 2 days, 8:54:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.0554 2021-06-18 22:44:32,683 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 2 days, 8:54:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.0359 2021-06-18 22:44:43,807 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 2 days, 8:53:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.3345 2021-06-18 22:44:54,949 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 2 days, 8:53:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7781, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.2330 2021-06-18 22:45:06,183 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 2 days, 8:53:08, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.1841 2021-06-18 22:45:17,310 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 2 days, 8:52:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.2988 2021-06-18 22:45:28,450 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 2 days, 8:52:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7773, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.4952 2021-06-18 22:45:39,585 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 2 days, 8:52:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8987, loss: 1.8987, grad_norm: 5.2063 2021-06-18 22:45:50,722 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 2 days, 8:51:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7672, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.0468 2021-06-18 22:46:01,886 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 2 days, 8:51:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.0711 2021-06-18 22:46:13,030 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 2 days, 8:51:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.2464 2021-06-18 22:46:24,156 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 2 days, 8:51:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9492, loss: 1.9492, grad_norm: 5.2030 2021-06-18 22:46:35,279 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 2 days, 8:50:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.2437 2021-06-18 22:46:46,418 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 2 days, 8:50:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.3439 2021-06-18 22:46:57,553 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 2 days, 8:50:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7961, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.9381 2021-06-18 22:47:08,681 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 2 days, 8:49:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7805, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.3136 2021-06-18 22:47:19,806 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 2 days, 8:49:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9599, loss: 1.9599, grad_norm: 5.1370 2021-06-18 22:47:30,946 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 2 days, 8:49:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7773, loss_cls: 2.0012, loss: 2.0012, grad_norm: 5.1931 2021-06-18 22:47:42,054 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 2 days, 8:48:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.2892 2021-06-18 22:47:53,186 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 2 days, 8:48:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.3238 2021-06-18 22:48:04,330 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 2 days, 8:48:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0071, loss: 2.0071, grad_norm: 5.0790 2021-06-18 22:48:15,460 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 2 days, 8:48:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.3162 2021-06-18 22:48:26,585 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 2 days, 8:47:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7664, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.5209 2021-06-18 22:48:37,714 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 2 days, 8:47:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7742, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.4571 2021-06-18 22:48:48,843 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 2 days, 8:47:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7797, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.2228 2021-06-18 22:48:59,973 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 2 days, 8:46:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.2575 2021-06-18 22:49:11,096 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 2 days, 8:46:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9785, loss: 1.9785, grad_norm: 5.1859 2021-06-18 22:49:22,236 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 2 days, 8:46:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.3228 2021-06-18 22:49:33,393 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 2 days, 8:45:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7633, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.2515 2021-06-18 22:49:44,542 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 2 days, 8:45:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7945, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.4802 2021-06-18 22:49:55,667 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 2 days, 8:45:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7930, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.2634 2021-06-18 22:50:06,819 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 2 days, 8:45:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.1853 2021-06-18 22:50:17,954 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 2 days, 8:44:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.3081 2021-06-18 22:50:29,089 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 2 days, 8:44:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.4653 2021-06-18 22:50:40,226 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 2 days, 8:44:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7734, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.1623 2021-06-18 22:50:51,350 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 2 days, 8:43:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7883, loss_cls: 1.9410, loss: 1.9410, grad_norm: 4.9564 2021-06-18 22:51:02,469 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 2 days, 8:43:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.1801 2021-06-18 22:51:13,612 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 2 days, 8:43:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.0862 2021-06-18 22:51:24,737 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 2 days, 8:43:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.2521 2021-06-18 22:51:35,909 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 2 days, 8:42:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.0958 2021-06-18 22:51:47,042 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 2 days, 8:42:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7727, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.2472 2021-06-18 22:51:58,192 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 2 days, 8:42:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.1201 2021-06-18 22:52:09,322 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 2 days, 8:41:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7562, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.3560 2021-06-18 22:52:20,461 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 2 days, 8:41:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7641, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.2842 2021-06-18 22:52:31,662 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 2 days, 8:41:17, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.2652 2021-06-18 22:52:42,756 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 2 days, 8:40:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.1698 2021-06-18 22:52:53,949 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 2 days, 8:40:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.0845 2021-06-18 22:53:05,075 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 2 days, 8:40:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.1230 2021-06-18 22:53:16,230 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 2 days, 8:40:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.4824 2021-06-18 22:53:27,377 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 2 days, 8:39:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 1.9881, loss: 1.9881, grad_norm: 5.0695 2021-06-18 22:53:38,505 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 2 days, 8:39:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.1062 2021-06-18 22:53:49,636 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 2 days, 8:39:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.3381 2021-06-18 22:54:00,789 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 2 days, 8:38:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.2520 2021-06-18 22:54:11,889 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 2 days, 8:38:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7781, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.2898 2021-06-18 22:54:23,024 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 2 days, 8:38:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7734, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.2033 2021-06-18 22:54:34,163 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 2 days, 8:38:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.1436 2021-06-18 22:54:45,301 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 2 days, 8:37:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.1718 2021-06-18 22:54:56,436 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 2 days, 8:37:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7773, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.1717 2021-06-18 22:55:07,592 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 2 days, 8:37:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7844, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.2162 2021-06-18 22:55:18,730 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 2 days, 8:36:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.1764 2021-06-18 22:55:29,878 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 2 days, 8:36:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7805, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.3012 2021-06-18 22:55:41,008 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 2 days, 8:36:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7727, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.2485 2021-06-18 22:55:52,168 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 2 days, 8:36:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.0372 2021-06-18 22:56:03,285 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 2 days, 8:35:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.2532 2021-06-18 22:56:14,431 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 2 days, 8:35:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.3386 2021-06-18 22:56:25,575 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 2 days, 8:35:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8016, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.2366 2021-06-18 22:56:36,686 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 2 days, 8:34:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.3482 2021-06-18 22:56:47,760 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 2 days, 8:34:36, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.1090 2021-06-18 22:56:58,870 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 2 days, 8:34:18, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7719, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.3824 2021-06-18 22:57:09,961 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 2 days, 8:34:01, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.3837 2021-06-18 22:57:21,054 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 2 days, 8:33:42, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.2859 2021-06-18 22:57:32,169 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 2 days, 8:33:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.2594 2021-06-18 22:57:43,318 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 2 days, 8:33:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.3545 2021-06-18 22:57:54,454 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 2 days, 8:32:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.1280 2021-06-18 22:58:05,596 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 2 days, 8:32:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8000, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.0042 2021-06-18 22:58:16,756 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 2 days, 8:32:17, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7820, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.2945 2021-06-18 22:58:27,886 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 2 days, 8:32:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7883, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.2118 2021-06-18 22:58:39,003 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 2 days, 8:31:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.1768 2021-06-18 22:58:50,142 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 2 days, 8:31:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7641, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.2373 2021-06-18 22:59:01,291 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 2 days, 8:31:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.1308 2021-06-18 22:59:12,389 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 2 days, 8:30:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.1040 2021-06-18 22:59:23,517 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 2 days, 8:30:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.0691 2021-06-18 22:59:34,660 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 2 days, 8:30:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7711, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.0747 2021-06-18 22:59:45,783 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 2 days, 8:29:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.1550 2021-06-18 22:59:56,895 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 2 days, 8:29:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.1511 2021-06-18 23:00:08,041 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 2 days, 8:29:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7789, loss_cls: 1.9879, loss: 1.9879, grad_norm: 5.2343 2021-06-18 23:00:19,141 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 2 days, 8:29:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7773, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.5662 2021-06-18 23:00:30,295 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 2 days, 8:28:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7773, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3632 2021-06-18 23:00:41,439 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 2 days, 8:28:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.4271 2021-06-18 23:00:52,560 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 2 days, 8:28:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.1183 2021-06-18 23:01:03,695 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 2 days, 8:27:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.1791 2021-06-18 23:01:14,835 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 2 days, 8:27:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7984, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.1059 2021-06-18 23:01:25,982 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 2 days, 8:27:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7914, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.1854 2021-06-18 23:01:37,130 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 2 days, 8:27:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7773, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.3575 2021-06-18 23:01:48,267 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 2 days, 8:26:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7531, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.4434 2021-06-18 23:01:59,389 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 2 days, 8:26:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.3183 2021-06-18 23:02:10,516 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 2 days, 8:26:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.3252 2021-06-18 23:02:21,647 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 2 days, 8:26:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7633, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.2634 2021-06-18 23:02:32,783 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 2 days, 8:25:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7852, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.1923 2021-06-18 23:02:43,924 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 2 days, 8:25:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7820, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.2423 2021-06-18 23:02:55,052 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 2 days, 8:25:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.8230 2021-06-18 23:03:06,181 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 2 days, 8:24:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.2004 2021-06-18 23:03:17,299 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 2 days, 8:24:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7711, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.0857 2021-06-18 23:03:28,450 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 2 days, 8:24:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.2502 2021-06-18 23:03:39,588 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 2 days, 8:24:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.1126 2021-06-18 23:03:50,713 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 2 days, 8:23:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7836, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.2811 2021-06-18 23:04:01,844 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 2 days, 8:23:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7773, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.2822 2021-06-18 23:04:12,973 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 2 days, 8:23:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.0842 2021-06-18 23:04:24,120 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 2 days, 8:22:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.1219 2021-06-18 23:04:35,252 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 2 days, 8:22:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.0177 2021-06-18 23:04:46,396 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 2 days, 8:22:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0980, loss: 2.0980, grad_norm: 5.0239 2021-06-18 23:04:57,522 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 2 days, 8:22:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.0664 2021-06-18 23:05:08,687 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 2 days, 8:21:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.1043 2021-06-18 23:05:19,808 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 2 days, 8:21:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.2103 2021-06-18 23:05:30,960 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 2 days, 8:21:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7797, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.1708 2021-06-18 23:05:42,116 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 2 days, 8:20:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.0249 2021-06-18 23:05:53,251 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 2 days, 8:20:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.0651 2021-06-18 23:06:04,397 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 2 days, 8:20:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.2291 2021-06-18 23:06:15,516 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 2 days, 8:20:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.0655 2021-06-18 23:06:26,667 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 2 days, 8:19:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7805, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.2464 2021-06-18 23:06:37,792 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 2 days, 8:19:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7805, loss_cls: 1.9582, loss: 1.9582, grad_norm: 5.2284 2021-06-18 23:06:48,938 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 2 days, 8:19:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.1667 2021-06-18 23:07:00,052 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 2 days, 8:19:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7680, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.2540 2021-06-18 23:07:11,188 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 2 days, 8:18:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.0604 2021-06-18 23:07:22,317 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 2 days, 8:18:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.2173 2021-06-18 23:07:33,448 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 2 days, 8:18:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7852, loss_cls: 1.9760, loss: 1.9760, grad_norm: 5.2416 2021-06-18 23:07:44,633 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 2 days, 8:17:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.2500 2021-06-18 23:07:55,742 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 2 days, 8:17:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0308, loss: 2.0308, grad_norm: 4.8917 2021-06-18 23:08:06,884 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 2 days, 8:17:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.0938 2021-06-18 23:08:18,012 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 2 days, 8:17:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 1.9962, loss: 1.9962, grad_norm: 5.0360 2021-06-18 23:08:29,151 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 2 days, 8:16:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.0556 2021-06-18 23:08:40,272 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 2 days, 8:16:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.4230 2021-06-18 23:08:51,417 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 2 days, 8:16:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7914, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.3474 2021-06-18 23:09:02,529 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 2 days, 8:15:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7633, loss_cls: 1.9698, loss: 1.9698, grad_norm: 4.9833 2021-06-18 23:09:13,663 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 2 days, 8:15:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7805, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.1166 2021-06-18 23:09:24,791 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 2 days, 8:15:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.2212 2021-06-18 23:09:35,949 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 2 days, 8:15:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7727, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.2871 2021-06-18 23:09:47,131 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 2 days, 8:14:54, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7719, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.2059 2021-06-18 23:09:58,223 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 2 days, 8:14:37, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.0886 2021-06-18 23:10:09,380 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 2 days, 8:14:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7727, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.1995 2021-06-18 23:10:20,498 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 2 days, 8:14:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.2328 2021-06-18 23:10:31,642 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 2 days, 8:13:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.4379 2021-06-18 23:10:42,789 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 2 days, 8:13:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.8055, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.1464 2021-06-18 23:10:53,931 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 2 days, 8:13:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7773, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.3253 2021-06-18 23:11:05,059 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 2 days, 8:12:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7789, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.1388 2021-06-18 23:11:16,195 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 2 days, 8:12:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.8000, loss_cls: 1.8898, loss: 1.8898, grad_norm: 5.0583 2021-06-18 23:11:27,335 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 2 days, 8:12:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.2092 2021-06-18 23:11:38,495 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 2 days, 8:12:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.2433 2021-06-18 23:11:49,698 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 2 days, 8:11:54, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7734, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.1808 2021-06-18 23:12:00,805 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 2 days, 8:11:37, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.0716 2021-06-18 23:12:11,932 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 2 days, 8:11:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7930, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.2840 2021-06-18 23:12:23,066 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 2 days, 8:11:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.2184 2021-06-18 23:12:34,214 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 2 days, 8:10:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7742, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.2170 2021-06-18 23:12:45,347 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 2 days, 8:10:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.9363 2021-06-18 23:12:56,491 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 2 days, 8:10:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.0346 2021-06-18 23:13:07,644 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 2 days, 8:10:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.1915 2021-06-18 23:13:18,778 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 2 days, 8:09:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7555, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.3690 2021-06-18 23:13:29,921 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 2 days, 8:09:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7703, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.2014 2021-06-18 23:13:41,084 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 2 days, 8:09:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.1804 2021-06-18 23:13:52,197 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 2 days, 8:08:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7766, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.0975 2021-06-18 23:14:03,332 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 2 days, 8:08:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.1659 2021-06-18 23:14:14,458 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 2 days, 8:08:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 1.9969, loss: 1.9969, grad_norm: 5.3603 2021-06-18 23:14:25,620 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 2 days, 8:08:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.0819 2021-06-18 23:14:36,792 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 2 days, 8:07:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.1564 2021-06-18 23:14:47,881 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 2 days, 8:07:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.2343 2021-06-18 23:14:59,013 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 2 days, 8:07:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7789, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.1860 2021-06-18 23:15:10,658 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-06-18 23:16:28,215 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 2 days, 8:21:26, time: 3.839, data_time: 3.274, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.0830 2021-06-18 23:16:39,350 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 2 days, 8:21:09, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7773, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.1173 2021-06-18 23:16:50,455 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 2 days, 8:20:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.1111 2021-06-18 23:17:01,564 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 2 days, 8:20:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.4292 2021-06-18 23:17:12,682 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 2 days, 8:20:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.2620 2021-06-18 23:17:23,806 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 2 days, 8:19:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.1106 2021-06-18 23:17:34,908 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 2 days, 8:19:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7797, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.0609 2021-06-18 23:17:46,034 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 2 days, 8:19:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.1716 2021-06-18 23:17:57,154 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 2 days, 8:19:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7719, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.2339 2021-06-18 23:18:08,305 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 2 days, 8:18:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9145, loss: 1.9145, grad_norm: 5.3035 2021-06-18 23:18:19,416 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 2 days, 8:18:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7844, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.2330 2021-06-18 23:18:30,551 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 2 days, 8:18:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.0830 2021-06-18 23:18:41,681 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 2 days, 8:18:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.1199 2021-06-18 23:18:52,816 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 2 days, 8:17:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7937, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.0793 2021-06-18 23:19:03,959 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 2 days, 8:17:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.9489, loss: 1.9489, grad_norm: 5.2103 2021-06-18 23:19:15,080 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 2 days, 8:17:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.2256 2021-06-18 23:19:26,189 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 2 days, 8:16:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.0418 2021-06-18 23:19:37,310 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 2 days, 8:16:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.1016 2021-06-18 23:19:48,439 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 2 days, 8:16:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.3340 2021-06-18 23:19:59,580 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 2 days, 8:16:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7828, loss_cls: 1.9710, loss: 1.9710, grad_norm: 5.0572 2021-06-18 23:20:11,356 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 2 days, 8:15:53, time: 0.587, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.0738 2021-06-18 23:20:22,500 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 2 days, 8:15:37, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.1957 2021-06-18 23:20:33,652 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 2 days, 8:15:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8900, loss: 1.8900, grad_norm: 5.1750 2021-06-18 23:20:44,782 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 2 days, 8:15:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.2019 2021-06-18 23:20:55,925 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 2 days, 8:14:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7953, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.2661 2021-06-18 23:21:07,076 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 2 days, 8:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7891, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.2247 2021-06-18 23:21:18,185 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 2 days, 8:14:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.0746 2021-06-18 23:21:29,318 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 2 days, 8:13:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.1349 2021-06-18 23:21:40,466 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 2 days, 8:13:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.3378 2021-06-18 23:21:51,605 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 2 days, 8:13:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.1798 2021-06-18 23:22:02,760 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 2 days, 8:13:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7656, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.2047 2021-06-18 23:22:13,895 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 2 days, 8:12:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9540, loss: 1.9540, grad_norm: 5.1058 2021-06-18 23:22:25,036 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 2 days, 8:12:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.2453 2021-06-18 23:22:36,173 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 2 days, 8:12:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7883, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.0231 2021-06-18 23:22:47,318 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 2 days, 8:12:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.2984 2021-06-18 23:22:58,438 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 2 days, 8:11:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.2916 2021-06-18 23:23:09,564 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 2 days, 8:11:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.2664 2021-06-18 23:23:20,709 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 2 days, 8:11:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.1545 2021-06-18 23:23:31,834 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 2 days, 8:10:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7805, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.2733 2021-06-18 23:23:42,981 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 2 days, 8:10:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7930, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.3269 2021-06-18 23:23:54,112 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 2 days, 8:10:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7797, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.4945 2021-06-18 23:24:05,232 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 2 days, 8:10:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3901 2021-06-18 23:24:16,363 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 2 days, 8:09:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.1270 2021-06-18 23:24:27,513 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 2 days, 8:09:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7828, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.2267 2021-06-18 23:24:38,654 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 2 days, 8:09:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7883, loss_cls: 1.9373, loss: 1.9373, grad_norm: 5.3961 2021-06-18 23:24:49,797 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 2 days, 8:08:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.2339 2021-06-18 23:25:00,939 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 2 days, 8:08:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7805, loss_cls: 1.8984, loss: 1.8984, grad_norm: 5.1079 2021-06-18 23:25:12,067 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 2 days, 8:08:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9839, loss: 1.9839, grad_norm: 5.1596 2021-06-18 23:25:23,218 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 2 days, 8:08:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.3371 2021-06-18 23:25:34,350 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 2 days, 8:07:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.0946 2021-06-18 23:25:45,492 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 2 days, 8:07:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7867, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.2938 2021-06-18 23:25:56,623 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 2 days, 8:07:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.2860 2021-06-18 23:26:07,774 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 2 days, 8:07:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.1405 2021-06-18 23:26:18,902 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 2 days, 8:06:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7805, loss_cls: 1.9540, loss: 1.9540, grad_norm: 5.2551 2021-06-18 23:26:30,053 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 2 days, 8:06:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.9631, loss: 1.9631, grad_norm: 4.9913 2021-06-18 23:26:41,195 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 2 days, 8:06:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7828, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.1254 2021-06-18 23:26:52,337 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 2 days, 8:05:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7750, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.3151 2021-06-18 23:27:03,494 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 2 days, 8:05:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.2190 2021-06-18 23:27:14,635 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 2 days, 8:05:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.8016, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.2121 2021-06-18 23:27:25,771 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 2 days, 8:05:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7984, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.1831 2021-06-18 23:27:36,905 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 2 days, 8:04:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.1857 2021-06-18 23:27:48,022 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 2 days, 8:04:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7742, loss_cls: 1.9882, loss: 1.9882, grad_norm: 4.9758 2021-06-18 23:27:59,161 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 2 days, 8:04:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7812, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.2170 2021-06-18 23:28:10,286 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 2 days, 8:03:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.1932 2021-06-18 23:28:21,405 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 2 days, 8:03:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.3811 2021-06-18 23:28:32,546 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 2 days, 8:03:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.1807 2021-06-18 23:28:43,690 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 2 days, 8:03:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7742, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.3642 2021-06-18 23:28:54,800 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 2 days, 8:02:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.4188 2021-06-18 23:29:05,944 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 2 days, 8:02:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7789, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.2239 2021-06-18 23:29:17,071 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 2 days, 8:02:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7930, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.3078 2021-06-18 23:29:28,208 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 2 days, 8:02:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7844, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.1014 2021-06-18 23:29:39,336 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 2 days, 8:01:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7789, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.3761 2021-06-18 23:29:50,489 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 2 days, 8:01:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7945, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.1071 2021-06-18 23:30:01,664 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 2 days, 8:01:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9198, loss: 1.9198, grad_norm: 5.2405 2021-06-18 23:30:12,905 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 2 days, 8:01:01, time: 0.562, data_time: 0.000, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.2358 2021-06-18 23:30:24,643 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 2 days, 8:00:53, time: 0.586, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7812, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.4368 2021-06-18 23:30:35,799 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 2 days, 8:00:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.2568 2021-06-18 23:30:46,937 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 2 days, 8:00:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7891, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.0703 2021-06-18 23:30:58,094 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 2 days, 8:00:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.1849 2021-06-18 23:31:09,995 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 2 days, 8:00:00, time: 0.594, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.0711 2021-06-18 23:31:21,128 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 2 days, 7:59:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.1733 2021-06-18 23:31:32,269 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 2 days, 7:59:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.1605 2021-06-18 23:31:43,419 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 2 days, 7:59:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9497, loss: 1.9497, grad_norm: 5.3046 2021-06-18 23:31:54,569 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 2 days, 7:58:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7930, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.4668 2021-06-18 23:32:05,719 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 2 days, 7:58:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.1181 2021-06-18 23:32:16,854 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 2 days, 7:58:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.2791 2021-06-18 23:32:27,982 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 2 days, 7:58:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7961, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.1254 2021-06-18 23:32:39,122 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 2 days, 7:57:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7875, loss_cls: 1.9206, loss: 1.9206, grad_norm: 5.1715 2021-06-18 23:32:50,260 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 2 days, 7:57:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.0713 2021-06-18 23:33:01,423 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 2 days, 7:57:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7766, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.1357 2021-06-18 23:33:12,562 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 2 days, 7:57:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.2260 2021-06-18 23:33:23,677 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 2 days, 7:56:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7844, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.0498 2021-06-18 23:33:34,799 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 2 days, 7:56:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7898, loss_cls: 1.9379, loss: 1.9379, grad_norm: 5.1980 2021-06-18 23:33:45,946 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 2 days, 7:56:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.2397 2021-06-18 23:33:57,042 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 2 days, 7:55:56, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7727, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.2112 2021-06-18 23:34:08,137 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 2 days, 7:55:39, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.2374 2021-06-18 23:34:19,256 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 2 days, 7:55:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.1213 2021-06-18 23:34:30,367 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 2 days, 7:55:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7922, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.1976 2021-06-18 23:34:41,502 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 2 days, 7:54:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.1164 2021-06-18 23:34:52,643 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 2 days, 7:54:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7969, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.1018 2021-06-18 23:35:03,773 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 2 days, 7:54:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7789, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2768 2021-06-18 23:35:14,899 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 2 days, 7:54:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7742, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.0487 2021-06-18 23:35:26,014 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 2 days, 7:53:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7805, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.3756 2021-06-18 23:35:37,154 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 2 days, 7:53:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.2544 2021-06-18 23:35:48,287 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 2 days, 7:53:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.1664 2021-06-18 23:35:59,400 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 2 days, 7:52:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.0163 2021-06-18 23:36:10,530 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 2 days, 7:52:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.2375 2021-06-18 23:36:21,669 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 2 days, 7:52:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.1492 2021-06-18 23:36:32,796 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 2 days, 7:52:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7820, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.1610 2021-06-18 23:36:43,956 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 2 days, 7:51:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.3252 2021-06-18 23:36:55,073 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 2 days, 7:51:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.3339 2021-06-18 23:37:06,201 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 2 days, 7:51:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7805, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.3602 2021-06-18 23:37:17,331 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 2 days, 7:51:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7883, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.1707 2021-06-18 23:37:28,459 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 2 days, 7:50:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.3145 2021-06-18 23:37:39,598 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 2 days, 7:50:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7930, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.1927 2021-06-18 23:37:50,734 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 2 days, 7:50:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.0348 2021-06-18 23:38:01,916 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 2 days, 7:50:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.8008, loss_cls: 1.9127, loss: 1.9127, grad_norm: 5.1802 2021-06-18 23:38:13,023 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 2 days, 7:49:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7750, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.2751 2021-06-18 23:38:24,154 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 2 days, 7:49:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7695, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.3731 2021-06-18 23:38:35,269 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 2 days, 7:49:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.1135 2021-06-18 23:38:46,412 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 2 days, 7:48:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.1277 2021-06-18 23:38:57,542 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 2 days, 7:48:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8000, loss_cls: 1.8974, loss: 1.8974, grad_norm: 5.2549 2021-06-18 23:39:08,687 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 2 days, 7:48:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.1305 2021-06-18 23:39:19,821 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 2 days, 7:48:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.1168 2021-06-18 23:39:30,946 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 2 days, 7:47:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7836, loss_cls: 1.9345, loss: 1.9345, grad_norm: 4.9344 2021-06-18 23:39:42,064 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 2 days, 7:47:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.9481, loss: 1.9481, grad_norm: 4.9995 2021-06-18 23:39:53,201 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 2 days, 7:47:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.8984, loss: 1.8984, grad_norm: 5.2752 2021-06-18 23:40:04,376 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 2 days, 7:47:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.1519 2021-06-18 23:40:15,532 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 2 days, 7:46:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7930, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.3356 2021-06-18 23:40:26,674 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 2 days, 7:46:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7797, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.2587 2021-06-18 23:40:37,797 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 2 days, 7:46:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9386, loss: 1.9386, grad_norm: 5.0687 2021-06-18 23:40:48,950 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 2 days, 7:46:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7680, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.0061 2021-06-18 23:41:00,097 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 2 days, 7:45:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.2390 2021-06-18 23:41:11,227 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 2 days, 7:45:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.0279 2021-06-18 23:41:22,352 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 2 days, 7:45:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.1772 2021-06-18 23:41:33,478 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 2 days, 7:44:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.1706 2021-06-18 23:41:44,625 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 2 days, 7:44:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.1244 2021-06-18 23:41:55,772 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 2 days, 7:44:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7953, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.0484 2021-06-18 23:42:06,908 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 2 days, 7:44:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.1403 2021-06-18 23:42:18,018 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 2 days, 7:43:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.3466 2021-06-18 23:42:29,207 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 2 days, 7:43:38, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7844, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.1978 2021-06-18 23:42:40,323 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 2 days, 7:43:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8680, loss: 1.8680, grad_norm: 5.1690 2021-06-18 23:42:51,462 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 2 days, 7:43:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.1289 2021-06-18 23:43:02,586 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 2 days, 7:42:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7773, loss_cls: 1.9885, loss: 1.9885, grad_norm: 5.0706 2021-06-18 23:43:13,715 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 2 days, 7:42:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.2247 2021-06-18 23:43:24,843 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 2 days, 7:42:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.3568 2021-06-18 23:43:35,980 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 2 days, 7:42:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.1798 2021-06-18 23:43:47,130 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 2 days, 7:41:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.1893 2021-06-18 23:43:58,265 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 2 days, 7:41:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.1661 2021-06-18 23:44:09,399 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 2 days, 7:41:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8589, loss: 1.8589, grad_norm: 5.0306 2021-06-18 23:44:20,531 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 2 days, 7:41:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.2858 2021-06-18 23:44:31,655 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 2 days, 7:40:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8031, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.2205 2021-06-18 23:44:42,784 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 2 days, 7:40:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.0308 2021-06-18 23:44:53,945 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 2 days, 7:40:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7953, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.1592 2021-06-18 23:45:05,101 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 2 days, 7:39:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7898, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.1107 2021-06-18 23:45:16,253 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 2 days, 7:39:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.1611 2021-06-18 23:45:27,379 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 2 days, 7:39:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8351, loss: 1.8351, grad_norm: 5.2110 2021-06-18 23:45:38,494 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 2 days, 7:39:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.2431 2021-06-18 23:45:49,629 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 2 days, 7:38:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7828, loss_cls: 1.9860, loss: 1.9860, grad_norm: 5.1342 2021-06-18 23:46:00,755 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 2 days, 7:38:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.9128 2021-06-18 23:46:11,873 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 2 days, 7:38:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.2273 2021-06-18 23:46:23,028 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 2 days, 7:38:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.8109, loss_cls: 1.8683, loss: 1.8683, grad_norm: 4.9795 2021-06-18 23:46:34,135 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 2 days, 7:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.0034 2021-06-18 23:46:45,270 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 2 days, 7:37:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8016, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.1334 2021-06-18 23:46:56,391 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 2 days, 7:37:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7836, loss_cls: 1.9334, loss: 1.9334, grad_norm: 5.4260 2021-06-18 23:47:07,511 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 2 days, 7:37:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.0974 2021-06-18 23:47:18,636 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 2 days, 7:36:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7977, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.9903 2021-06-18 23:47:29,776 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 2 days, 7:36:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7891, loss_cls: 1.9641, loss: 1.9641, grad_norm: 5.4062 2021-06-18 23:47:40,904 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 2 days, 7:36:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7945, loss_cls: 1.8870, loss: 1.8870, grad_norm: 5.3247 2021-06-18 23:47:52,045 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 2 days, 7:36:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.0736 2021-06-18 23:48:03,193 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 2 days, 7:35:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7812, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.0744 2021-06-18 23:48:14,349 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 2 days, 7:35:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7937, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.1190 2021-06-18 23:48:25,546 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 2 days, 7:35:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.0239 2021-06-18 23:48:36,626 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 2 days, 7:34:59, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7641, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.1696 2021-06-18 23:48:47,764 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 2 days, 7:34:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.2959 2021-06-18 23:48:58,891 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 2 days, 7:34:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7836, loss_cls: 1.9257, loss: 1.9257, grad_norm: 5.2735 2021-06-18 23:49:10,028 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 2 days, 7:34:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.1047 2021-06-18 23:49:21,141 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 2 days, 7:33:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.1785 2021-06-18 23:49:32,287 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 2 days, 7:33:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9411, loss: 1.9411, grad_norm: 5.0249 2021-06-18 23:49:43,409 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 2 days, 7:33:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7766, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.3068 2021-06-18 23:49:54,559 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 2 days, 7:33:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7836, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.2605 2021-06-18 23:50:05,731 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 2 days, 7:32:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.0509 2021-06-18 23:50:16,882 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 2 days, 7:32:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8047, loss_cls: 1.8275, loss: 1.8275, grad_norm: 5.1380 2021-06-18 23:50:28,017 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 2 days, 7:32:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.1444 2021-06-18 23:50:39,158 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 2 days, 7:32:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7828, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.1512 2021-06-18 23:50:50,298 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 2 days, 7:31:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.1009 2021-06-18 23:51:01,475 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 2 days, 7:31:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.0779 2021-06-18 23:51:21,724 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-06-18 23:53:23,160 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 2 days, 7:53:21, time: 6.046, data_time: 5.465, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.1630 2021-06-18 23:53:34,279 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 2 days, 7:53:05, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.1466 2021-06-18 23:53:45,375 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 2 days, 7:52:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7898, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.0216 2021-06-18 23:53:56,478 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 2 days, 7:52:30, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.1488 2021-06-18 23:54:07,592 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 2 days, 7:52:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.4164 2021-06-18 23:54:18,711 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 2 days, 7:51:57, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.0878 2021-06-18 23:54:29,832 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 2 days, 7:51:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8148, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.0790 2021-06-18 23:54:40,965 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 2 days, 7:51:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.0516 2021-06-18 23:54:52,089 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 2 days, 7:51:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.0163 2021-06-18 23:55:03,268 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 2 days, 7:50:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.1308 2021-06-18 23:55:14,387 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 2 days, 7:50:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7867, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.2234 2021-06-18 23:55:25,540 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 2 days, 7:50:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.0946 2021-06-18 23:55:36,675 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 2 days, 7:50:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7930, loss_cls: 1.8545, loss: 1.8545, grad_norm: 5.3228 2021-06-18 23:55:47,791 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 2 days, 7:49:45, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.0780 2021-06-18 23:55:58,934 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 2 days, 7:49:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.1564 2021-06-18 23:56:10,048 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 2 days, 7:49:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.2398 2021-06-18 23:56:21,166 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 2 days, 7:48:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7922, loss_cls: 1.9344, loss: 1.9344, grad_norm: 5.2381 2021-06-18 23:56:32,311 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 2 days, 7:48:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7953, loss_cls: 1.8523, loss: 1.8523, grad_norm: 5.1550 2021-06-18 23:56:43,447 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 2 days, 7:48:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7953, loss_cls: 1.9159, loss: 1.9159, grad_norm: 5.3543 2021-06-18 23:56:54,584 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 2 days, 7:48:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.7930, loss: 1.7930, grad_norm: 5.1161 2021-06-18 23:57:05,686 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 2 days, 7:47:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8102, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.1948 2021-06-18 23:57:16,801 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 2 days, 7:47:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8008, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.2017 2021-06-18 23:57:27,945 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 2 days, 7:47:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.2728 2021-06-18 23:57:39,067 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 2 days, 7:46:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7898, loss_cls: 1.8592, loss: 1.8592, grad_norm: 5.1296 2021-06-18 23:57:50,192 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 2 days, 7:46:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.2872 2021-06-18 23:58:01,337 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 2 days, 7:46:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9648, loss: 1.9648, grad_norm: 4.9883 2021-06-18 23:58:12,452 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 2 days, 7:46:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7969, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.0987 2021-06-18 23:58:23,592 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 2 days, 7:45:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.2348 2021-06-18 23:58:34,735 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 2 days, 7:45:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.4016 2021-06-18 23:58:45,893 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 2 days, 7:45:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7773, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.2482 2021-06-18 23:58:57,029 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 2 days, 7:45:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8016, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.2020 2021-06-18 23:59:08,172 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 2 days, 7:44:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7961, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.0389 2021-06-18 23:59:19,295 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 2 days, 7:44:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.3479 2021-06-18 23:59:30,436 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 2 days, 7:44:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7992, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2055 2021-06-18 23:59:41,589 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 2 days, 7:44:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8102, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.2205 2021-06-18 23:59:52,723 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 2 days, 7:43:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7836, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.2176 2021-06-19 00:00:04,965 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 2 days, 7:43:40, time: 0.609, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7937, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.3168 2021-06-19 00:00:16,014 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 2 days, 7:43:24, time: 0.556, data_time: 0.005, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.9102, loss: 1.9102, grad_norm: 5.2682 2021-06-19 00:00:27,107 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 2 days, 7:43:07, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8078, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2448 2021-06-19 00:00:38,208 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 2 days, 7:42:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.0128 2021-06-19 00:00:49,325 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 2 days, 7:42:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7930, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.2421 2021-06-19 00:01:00,482 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 2 days, 7:42:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8039, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2560 2021-06-19 00:01:11,634 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 2 days, 7:42:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.1980 2021-06-19 00:01:22,766 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 2 days, 7:41:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8141, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.0058 2021-06-19 00:01:33,925 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 2 days, 7:41:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.1285 2021-06-19 00:01:45,052 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 2 days, 7:41:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7937, loss_cls: 1.8816, loss: 1.8816, grad_norm: 5.3467 2021-06-19 00:01:56,175 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 2 days, 7:40:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.1084 2021-06-19 00:02:07,320 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 2 days, 7:40:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7906, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.2499 2021-06-19 00:02:18,475 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 2 days, 7:40:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.2181 2021-06-19 00:02:29,630 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 2 days, 7:40:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8195, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.1866 2021-06-19 00:02:40,767 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 2 days, 7:39:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.3849 2021-06-19 00:02:51,888 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 2 days, 7:39:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9147, loss: 1.9147, grad_norm: 4.9358 2021-06-19 00:03:03,062 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 2 days, 7:39:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7961, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.1792 2021-06-19 00:03:14,172 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 2 days, 7:39:04, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7867, loss_cls: 1.8814, loss: 1.8814, grad_norm: 5.2065 2021-06-19 00:03:25,319 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 2 days, 7:38:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.2906 2021-06-19 00:03:36,476 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 2 days, 7:38:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8589, loss: 1.8589, grad_norm: 5.0279 2021-06-19 00:03:47,611 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 2 days, 7:38:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.1856 2021-06-19 00:03:58,736 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 2 days, 7:38:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.2109 2021-06-19 00:04:09,890 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 2 days, 7:37:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9102, loss: 1.9102, grad_norm: 5.2938 2021-06-19 00:04:21,009 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 2 days, 7:37:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.2323 2021-06-19 00:04:32,159 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 2 days, 7:37:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7867, loss_cls: 1.9140, loss: 1.9140, grad_norm: 4.9715 2021-06-19 00:04:43,310 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 2 days, 7:36:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7992, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.2617 2021-06-19 00:04:54,470 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 2 days, 7:36:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7914, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.2279 2021-06-19 00:05:05,620 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 2 days, 7:36:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7836, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.0569 2021-06-19 00:05:16,757 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 2 days, 7:36:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.9092, loss: 1.9092, grad_norm: 5.1937 2021-06-19 00:05:27,898 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 2 days, 7:35:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7836, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2880 2021-06-19 00:05:39,026 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 2 days, 7:35:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7750, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.3071 2021-06-19 00:05:50,169 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 2 days, 7:35:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7789, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.2149 2021-06-19 00:06:01,298 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 2 days, 7:35:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7828, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.1366 2021-06-19 00:06:12,458 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 2 days, 7:34:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8039, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.1586 2021-06-19 00:06:23,599 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 2 days, 7:34:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7914, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.2581 2021-06-19 00:06:34,739 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 2 days, 7:34:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.1218 2021-06-19 00:06:45,903 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 2 days, 7:34:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7648, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.2578 2021-06-19 00:06:57,031 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 2 days, 7:33:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.1172 2021-06-19 00:07:08,169 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 2 days, 7:33:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.1085 2021-06-19 00:07:19,301 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 2 days, 7:33:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9366, loss: 1.9366, grad_norm: 5.2732 2021-06-19 00:07:30,444 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 2 days, 7:32:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7844, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.1717 2021-06-19 00:07:41,578 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 2 days, 7:32:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8023, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.4193 2021-06-19 00:07:52,713 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 2 days, 7:32:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.8023, loss_cls: 1.8791, loss: 1.8791, grad_norm: 5.0656 2021-06-19 00:08:03,845 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 2 days, 7:32:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7820, loss_cls: 1.9312, loss: 1.9312, grad_norm: 5.1110 2021-06-19 00:08:14,972 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 2 days, 7:31:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.0656 2021-06-19 00:08:26,091 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 2 days, 7:31:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7969, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.2117 2021-06-19 00:08:37,184 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 2 days, 7:31:18, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.8016, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.1753 2021-06-19 00:08:48,316 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 2 days, 7:31:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.1266 2021-06-19 00:08:59,459 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 2 days, 7:30:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8219, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.0800 2021-06-19 00:09:10,638 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 2 days, 7:30:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7805, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.2092 2021-06-19 00:09:21,761 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 2 days, 7:30:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.1848 2021-06-19 00:09:32,907 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 2 days, 7:29:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.2065 2021-06-19 00:09:44,052 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 2 days, 7:29:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2049 2021-06-19 00:09:55,180 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 2 days, 7:29:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.2420 2021-06-19 00:10:06,362 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 2 days, 7:29:12, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7805, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.3024 2021-06-19 00:10:17,510 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 2 days, 7:28:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7914, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.9022 2021-06-19 00:10:28,660 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 2 days, 7:28:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7875, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.1624 2021-06-19 00:10:39,809 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 2 days, 7:28:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.0285 2021-06-19 00:10:50,955 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 2 days, 7:28:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.0922 2021-06-19 00:11:02,126 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 2 days, 7:27:54, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8141, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.1934 2021-06-19 00:11:13,266 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 2 days, 7:27:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7836, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.1713 2021-06-19 00:11:24,407 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 2 days, 7:27:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7984, loss_cls: 1.8789, loss: 1.8789, grad_norm: 4.7891 2021-06-19 00:11:35,554 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 2 days, 7:27:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7922, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.0456 2021-06-19 00:11:46,686 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 2 days, 7:26:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.1833 2021-06-19 00:11:57,816 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 2 days, 7:26:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.1050 2021-06-19 00:12:08,937 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 2 days, 7:26:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.2005 2021-06-19 00:12:20,064 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 2 days, 7:26:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7836, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.1933 2021-06-19 00:12:31,218 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 2 days, 7:25:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.2538 2021-06-19 00:12:42,345 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 2 days, 7:25:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.1589 2021-06-19 00:12:53,513 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 2 days, 7:25:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.2401 2021-06-19 00:13:04,660 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 2 days, 7:25:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8078, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.2573 2021-06-19 00:13:15,793 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 2 days, 7:24:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7867, loss_cls: 1.8806, loss: 1.8806, grad_norm: 5.2312 2021-06-19 00:13:26,932 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 2 days, 7:24:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.8377, loss: 1.8377, grad_norm: 5.2383 2021-06-19 00:13:38,069 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 2 days, 7:24:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.4295 2021-06-19 00:13:49,233 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 2 days, 7:23:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.9178, loss: 1.9178, grad_norm: 5.0128 2021-06-19 00:14:00,376 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 2 days, 7:23:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.1322 2021-06-19 00:14:11,520 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 2 days, 7:23:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.8958, loss: 1.8958, grad_norm: 5.1573 2021-06-19 00:14:22,642 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 2 days, 7:23:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.2375 2021-06-19 00:14:33,781 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 2 days, 7:22:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8063, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.1308 2021-06-19 00:14:44,941 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 2 days, 7:22:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.3867 2021-06-19 00:14:56,067 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 2 days, 7:22:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8047, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.4984 2021-06-19 00:15:07,220 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 2 days, 7:22:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.1092 2021-06-19 00:15:18,308 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 2 days, 7:21:51, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.1224 2021-06-19 00:15:29,434 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 2 days, 7:21:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7930, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.0467 2021-06-19 00:15:40,564 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 2 days, 7:21:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9288, loss: 1.9288, grad_norm: 5.0748 2021-06-19 00:15:51,695 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 2 days, 7:21:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.0183 2021-06-19 00:16:02,821 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 2 days, 7:20:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7867, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.0683 2021-06-19 00:16:13,957 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 2 days, 7:20:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7891, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.2333 2021-06-19 00:16:25,121 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 2 days, 7:20:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7828, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.4964 2021-06-19 00:16:36,270 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 2 days, 7:20:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.1120 2021-06-19 00:16:47,403 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 2 days, 7:19:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8956, loss: 1.8956, grad_norm: 5.3709 2021-06-19 00:16:58,549 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 2 days, 7:19:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7812, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.0911 2021-06-19 00:17:09,674 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 2 days, 7:19:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.1175 2021-06-19 00:17:20,806 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 2 days, 7:18:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8086, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.2066 2021-06-19 00:17:31,967 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 2 days, 7:18:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.2606 2021-06-19 00:17:43,114 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 2 days, 7:18:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7945, loss_cls: 1.8820, loss: 1.8820, grad_norm: 5.1242 2021-06-19 00:17:54,264 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 2 days, 7:18:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7945, loss_cls: 1.9173, loss: 1.9173, grad_norm: 5.2267 2021-06-19 00:18:05,384 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 2 days, 7:17:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.2700 2021-06-19 00:18:16,505 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 2 days, 7:17:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.9942 2021-06-19 00:18:27,639 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 2 days, 7:17:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.1563 2021-06-19 00:18:38,783 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 2 days, 7:17:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7797, loss_cls: 1.9265, loss: 1.9265, grad_norm: 5.2451 2021-06-19 00:18:49,924 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 2 days, 7:16:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.9149, loss: 1.9149, grad_norm: 5.2280 2021-06-19 00:19:01,042 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 2 days, 7:16:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7969, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.0423 2021-06-19 00:19:12,186 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 2 days, 7:16:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.1482 2021-06-19 00:19:23,334 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 2 days, 7:16:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.0480 2021-06-19 00:19:34,471 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 2 days, 7:15:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7789, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.1445 2021-06-19 00:19:45,619 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 2 days, 7:15:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.0314 2021-06-19 00:19:56,765 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 2 days, 7:15:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.2223 2021-06-19 00:20:07,940 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 2 days, 7:15:05, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.8900, loss: 1.8900, grad_norm: 5.0575 2021-06-19 00:20:19,080 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 2 days, 7:14:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8023, loss_cls: 1.8172, loss: 1.8172, grad_norm: 5.1439 2021-06-19 00:20:30,241 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 2 days, 7:14:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.8617, loss: 1.8617, grad_norm: 5.0875 2021-06-19 00:20:41,394 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 2 days, 7:14:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9302, loss: 1.9302, grad_norm: 5.2245 2021-06-19 00:20:52,522 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 2 days, 7:14:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.2023 2021-06-19 00:21:03,665 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 2 days, 7:13:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.3374 2021-06-19 00:21:14,780 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 2 days, 7:13:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7766, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.0417 2021-06-19 00:21:25,907 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 2 days, 7:13:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7883, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.1330 2021-06-19 00:21:37,027 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 2 days, 7:13:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7742, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.1264 2021-06-19 00:21:48,172 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 2 days, 7:12:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.2574 2021-06-19 00:21:59,318 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 2 days, 7:12:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.1240 2021-06-19 00:22:10,370 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 2 days, 7:12:13, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.1474 2021-06-19 00:22:21,469 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 2 days, 7:11:57, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8016, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.1752 2021-06-19 00:22:32,564 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 2 days, 7:11:41, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7766, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.1704 2021-06-19 00:22:43,679 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 2 days, 7:11:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8187, loss_cls: 1.8312, loss: 1.8312, grad_norm: 5.3485 2021-06-19 00:22:54,840 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 2 days, 7:11:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.9452 2021-06-19 00:23:05,985 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 2 days, 7:10:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7906, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.2550 2021-06-19 00:23:17,138 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 2 days, 7:10:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7977, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.1247 2021-06-19 00:23:28,280 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 2 days, 7:10:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7914, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.2792 2021-06-19 00:23:39,390 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 2 days, 7:10:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.8972, loss: 1.8972, grad_norm: 5.1864 2021-06-19 00:23:50,527 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 2 days, 7:09:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.0831 2021-06-19 00:24:01,666 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 2 days, 7:09:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.9636 2021-06-19 00:24:12,822 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 2 days, 7:09:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7891, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.0098 2021-06-19 00:24:23,971 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 2 days, 7:09:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8350, loss: 1.8350, grad_norm: 5.3015 2021-06-19 00:24:35,111 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 2 days, 7:08:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7922, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.2875 2021-06-19 00:24:46,258 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 2 days, 7:08:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.1447 2021-06-19 00:24:57,406 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 2 days, 7:08:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7836, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.3606 2021-06-19 00:25:08,537 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 2 days, 7:08:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8187, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.1260 2021-06-19 00:25:19,655 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 2 days, 7:07:50, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8219, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.0151 2021-06-19 00:25:30,778 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 2 days, 7:07:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7867, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.1786 2021-06-19 00:25:41,917 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 2 days, 7:07:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7992, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.2330 2021-06-19 00:25:53,054 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 2 days, 7:07:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7930, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.3288 2021-06-19 00:26:04,208 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 2 days, 7:06:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7906, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.2043 2021-06-19 00:26:15,325 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 2 days, 7:06:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.2249 2021-06-19 00:26:26,452 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 2 days, 7:06:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7961, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.1889 2021-06-19 00:26:37,603 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 2 days, 7:06:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8008, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.8472 2021-06-19 00:26:48,739 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 2 days, 7:05:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7859, loss_cls: 1.8862, loss: 1.8862, grad_norm: 5.1360 2021-06-19 00:26:59,874 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 2 days, 7:05:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.0695 2021-06-19 00:27:11,015 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 2 days, 7:05:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7914, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.2270 2021-06-19 00:27:22,138 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 2 days, 7:05:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.9844 2021-06-19 00:27:33,291 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 2 days, 7:04:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.8371, loss: 1.8371, grad_norm: 4.8440 2021-06-19 00:27:44,447 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 2 days, 7:04:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8148, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.0978 2021-06-19 00:27:55,586 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 2 days, 7:04:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.1178 2021-06-19 00:28:07,635 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-06-19 00:29:29,056 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 2 days, 7:15:14, time: 4.019, data_time: 3.361, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8000, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.2830 2021-06-19 00:29:40,212 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 2 days, 7:14:58, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7898, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.3741 2021-06-19 00:29:51,320 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 2 days, 7:14:42, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8496, loss: 1.8496, grad_norm: 5.0965 2021-06-19 00:30:02,494 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 2 days, 7:14:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.1660 2021-06-19 00:30:13,559 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 2 days, 7:14:10, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.9271 2021-06-19 00:30:24,656 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 2 days, 7:13:54, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2212 2021-06-19 00:30:35,784 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 2 days, 7:13:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.9939 2021-06-19 00:30:46,915 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 2 days, 7:13:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7992, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.3278 2021-06-19 00:30:58,021 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 2 days, 7:13:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.8102, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.1582 2021-06-19 00:31:09,142 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 2 days, 7:12:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8078, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.1274 2021-06-19 00:31:20,265 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 2 days, 7:12:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8133, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.1611 2021-06-19 00:31:31,402 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 2 days, 7:12:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.0635 2021-06-19 00:31:42,529 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 2 days, 7:12:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.0061 2021-06-19 00:31:53,667 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 2 days, 7:11:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.1041 2021-06-19 00:32:04,806 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 2 days, 7:11:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8258, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.9924 2021-06-19 00:32:15,926 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 2 days, 7:11:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.8745, loss: 1.8745, grad_norm: 5.2163 2021-06-19 00:32:27,027 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 2 days, 7:10:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8008, loss_cls: 1.7983, loss: 1.7983, grad_norm: 5.2917 2021-06-19 00:32:38,154 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 2 days, 7:10:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.8583, loss: 1.8583, grad_norm: 4.9132 2021-06-19 00:32:49,272 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 2 days, 7:10:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7953, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.3350 2021-06-19 00:33:00,406 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 2 days, 7:10:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7875, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.1933 2021-06-19 00:33:11,549 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 2 days, 7:09:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.2494 2021-06-19 00:33:22,690 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 2 days, 7:09:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8086, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.0275 2021-06-19 00:33:33,829 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 2 days, 7:09:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.0457 2021-06-19 00:33:44,957 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 2 days, 7:09:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8141, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.2595 2021-06-19 00:33:56,103 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 2 days, 7:08:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8047, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.1768 2021-06-19 00:34:07,259 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 2 days, 7:08:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8070, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.2960 2021-06-19 00:34:18,382 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 2 days, 7:08:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8195, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.0502 2021-06-19 00:34:29,510 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 2 days, 7:08:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.1686 2021-06-19 00:34:40,620 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 2 days, 7:07:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.0978 2021-06-19 00:34:51,776 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 2 days, 7:07:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.0453 2021-06-19 00:35:02,951 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 2 days, 7:07:20, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.1262 2021-06-19 00:35:14,084 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 2 days, 7:07:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8102, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.2002 2021-06-19 00:35:25,223 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 2 days, 7:06:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7953, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.1028 2021-06-19 00:35:36,370 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 2 days, 7:06:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.2754 2021-06-19 00:35:47,506 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 2 days, 7:06:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7867, loss_cls: 1.8823, loss: 1.8823, grad_norm: 5.2863 2021-06-19 00:35:58,649 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 2 days, 7:06:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.8047, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.1300 2021-06-19 00:36:09,780 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 2 days, 7:05:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.2178 2021-06-19 00:36:20,905 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 2 days, 7:05:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8008, loss_cls: 1.8677, loss: 1.8677, grad_norm: 5.1648 2021-06-19 00:36:32,046 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 2 days, 7:05:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8023, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.1867 2021-06-19 00:36:43,177 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 2 days, 7:05:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8752, loss: 1.8752, grad_norm: 4.9699 2021-06-19 00:36:54,302 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 2 days, 7:04:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7992, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.0859 2021-06-19 00:37:05,433 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 2 days, 7:04:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.1523 2021-06-19 00:37:16,573 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 2 days, 7:04:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8538, loss: 1.8538, grad_norm: 5.1954 2021-06-19 00:37:27,704 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 2 days, 7:03:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7914, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.1952 2021-06-19 00:37:38,856 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 2 days, 7:03:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8055, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.1895 2021-06-19 00:37:49,989 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 2 days, 7:03:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8078, loss_cls: 1.8001, loss: 1.8001, grad_norm: 5.0266 2021-06-19 00:38:01,123 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 2 days, 7:03:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7992, loss_cls: 1.8545, loss: 1.8545, grad_norm: 5.0529 2021-06-19 00:38:12,282 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 2 days, 7:02:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8109, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.1571 2021-06-19 00:38:23,409 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 2 days, 7:02:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8014, loss: 1.8014, grad_norm: 5.0309 2021-06-19 00:38:34,531 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 2 days, 7:02:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.8172, loss: 1.8172, grad_norm: 5.1758 2021-06-19 00:38:45,663 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 2 days, 7:02:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.1163 2021-06-19 00:38:56,810 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 2 days, 7:01:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7828, loss: 1.7828, grad_norm: 5.0756 2021-06-19 00:39:07,901 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 2 days, 7:01:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8172, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.3292 2021-06-19 00:39:19,012 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 2 days, 7:01:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8086, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.1518 2021-06-19 00:39:30,132 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 2 days, 7:01:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.1899 2021-06-19 00:39:41,270 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 2 days, 7:00:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8023, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.2776 2021-06-19 00:39:52,420 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 2 days, 7:00:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.0931 2021-06-19 00:40:03,520 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 2 days, 7:00:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.3241 2021-06-19 00:40:14,652 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 2 days, 7:00:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.4194 2021-06-19 00:40:25,773 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 2 days, 6:59:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.2562 2021-06-19 00:40:36,873 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 2 days, 6:59:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7992, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.3643 2021-06-19 00:40:48,009 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 2 days, 6:59:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.2598 2021-06-19 00:40:59,140 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 2 days, 6:59:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7945, loss_cls: 1.8137, loss: 1.8137, grad_norm: 5.2449 2021-06-19 00:41:10,264 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 2 days, 6:58:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.3346 2021-06-19 00:41:21,388 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 2 days, 6:58:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7797, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.1423 2021-06-19 00:41:32,531 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 2 days, 6:58:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8668, loss: 1.8668, grad_norm: 5.1614 2021-06-19 00:41:43,671 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 2 days, 6:57:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.1945 2021-06-19 00:41:54,805 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 2 days, 6:57:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.2880 2021-06-19 00:42:05,928 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 2 days, 6:57:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.0693 2021-06-19 00:42:17,062 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 2 days, 6:57:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8047, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.2037 2021-06-19 00:42:28,189 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 2 days, 6:56:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7914, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.1410 2021-06-19 00:42:39,305 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 2 days, 6:56:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7969, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.3356 2021-06-19 00:42:50,425 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 2 days, 6:56:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.1878 2021-06-19 00:43:01,563 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 2 days, 6:56:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.2529 2021-06-19 00:43:12,652 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 2 days, 6:55:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7992, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.1685 2021-06-19 00:43:23,787 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 2 days, 6:55:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.1296 2021-06-19 00:43:34,899 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 2 days, 6:55:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.1891 2021-06-19 00:43:46,025 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 2 days, 6:55:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.1313 2021-06-19 00:43:57,151 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 2 days, 6:54:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8250, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.1568 2021-06-19 00:44:08,297 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 2 days, 6:54:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7930, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.3165 2021-06-19 00:44:19,419 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 2 days, 6:54:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7977, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.2534 2021-06-19 00:44:30,547 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 2 days, 6:54:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.1598 2021-06-19 00:44:41,681 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 2 days, 6:53:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8429, loss: 1.8429, grad_norm: 5.1603 2021-06-19 00:44:52,815 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 2 days, 6:53:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.2698 2021-06-19 00:45:03,978 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 2 days, 6:53:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7891, loss_cls: 1.8618, loss: 1.8618, grad_norm: 5.1958 2021-06-19 00:45:15,119 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 2 days, 6:53:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8109, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.2405 2021-06-19 00:45:26,238 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 2 days, 6:52:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8000, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.0780 2021-06-19 00:45:37,378 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 2 days, 6:52:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7992, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.0238 2021-06-19 00:45:48,505 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 2 days, 6:52:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.1572 2021-06-19 00:45:59,643 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 2 days, 6:52:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.0570 2021-06-19 00:46:10,810 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 2 days, 6:51:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.2811 2021-06-19 00:46:21,935 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 2 days, 6:51:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.0299 2021-06-19 00:46:33,063 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 2 days, 6:51:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.4036 2021-06-19 00:46:44,214 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 2 days, 6:51:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1857 2021-06-19 00:46:55,371 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 2 days, 6:50:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.0658 2021-06-19 00:47:06,516 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 2 days, 6:50:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8148, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.2447 2021-06-19 00:47:17,634 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 2 days, 6:50:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.0670 2021-06-19 00:47:28,760 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 2 days, 6:50:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9174, loss: 1.9174, grad_norm: 4.9870 2021-06-19 00:47:39,879 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 2 days, 6:49:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.0448 2021-06-19 00:47:51,025 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 2 days, 6:49:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.9715 2021-06-19 00:48:02,153 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 2 days, 6:49:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.9026, loss: 1.9026, grad_norm: 5.2321 2021-06-19 00:48:13,281 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 2 days, 6:49:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.2651 2021-06-19 00:48:24,424 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 2 days, 6:48:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7961, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.2140 2021-06-19 00:48:35,542 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 2 days, 6:48:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.9842 2021-06-19 00:48:46,684 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 2 days, 6:48:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8070, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.9832 2021-06-19 00:48:57,844 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 2 days, 6:48:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.0329 2021-06-19 00:49:08,980 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 2 days, 6:47:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7898, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.2354 2021-06-19 00:49:20,103 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 2 days, 6:47:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.9849 2021-06-19 00:49:31,265 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 2 days, 6:47:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8023, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.2883 2021-06-19 00:49:42,388 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 2 days, 6:46:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.1206 2021-06-19 00:49:53,509 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 2 days, 6:46:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9262, loss: 1.9262, grad_norm: 4.9551 2021-06-19 00:50:04,679 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 2 days, 6:46:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.9936 2021-06-19 00:50:15,804 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 2 days, 6:46:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7852, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.3057 2021-06-19 00:50:26,990 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 2 days, 6:45:59, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8109, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.2888 2021-06-19 00:50:38,083 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 2 days, 6:45:44, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7992, loss_cls: 1.8300, loss: 1.8300, grad_norm: 5.2776 2021-06-19 00:50:49,233 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 2 days, 6:45:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8000, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.3006 2021-06-19 00:51:00,370 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 2 days, 6:45:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.1708 2021-06-19 00:51:11,481 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 2 days, 6:44:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.8582, loss: 1.8582, grad_norm: 5.1966 2021-06-19 00:51:22,624 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 2 days, 6:44:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7937, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.1558 2021-06-19 00:51:33,804 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 2 days, 6:44:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.3430 2021-06-19 00:51:44,932 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 2 days, 6:44:13, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.5297, top5_acc: 0.8031, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.4164 2021-06-19 00:51:56,071 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 2 days, 6:43:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7945, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.3373 2021-06-19 00:52:07,193 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 2 days, 6:43:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7766, loss_cls: 1.9720, loss: 1.9720, grad_norm: 5.1240 2021-06-19 00:52:18,339 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 2 days, 6:43:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.1474 2021-06-19 00:52:29,484 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 2 days, 6:43:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.8000, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.0483 2021-06-19 00:52:40,639 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 2 days, 6:42:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.1421 2021-06-19 00:52:51,765 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 2 days, 6:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.1841 2021-06-19 00:53:02,892 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 2 days, 6:42:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8055, loss_cls: 1.8199, loss: 1.8199, grad_norm: 5.0634 2021-06-19 00:53:14,008 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 2 days, 6:42:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.2721 2021-06-19 00:53:25,166 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 2 days, 6:41:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.1582 2021-06-19 00:53:36,297 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 2 days, 6:41:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8117, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.0765 2021-06-19 00:53:47,424 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 2 days, 6:41:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.1177 2021-06-19 00:53:58,571 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 2 days, 6:41:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.0220 2021-06-19 00:54:09,729 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 2 days, 6:40:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.0710 2021-06-19 00:54:20,852 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 2 days, 6:40:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.2838 2021-06-19 00:54:31,989 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 2 days, 6:40:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.8151, loss: 1.8151, grad_norm: 5.1395 2021-06-19 00:54:43,114 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 2 days, 6:40:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.2293 2021-06-19 00:54:54,248 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 2 days, 6:39:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2039 2021-06-19 00:55:05,383 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 2 days, 6:39:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.1040 2021-06-19 00:55:16,539 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 2 days, 6:39:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.9116, loss: 1.9116, grad_norm: 5.2858 2021-06-19 00:55:27,720 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 2 days, 6:39:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7891, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.2571 2021-06-19 00:55:38,793 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 2 days, 6:38:56, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.0193 2021-06-19 00:55:49,936 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 2 days, 6:38:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9670, loss: 1.9670, grad_norm: 4.9914 2021-06-19 00:56:01,072 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 2 days, 6:38:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8211, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.0774 2021-06-19 00:56:12,214 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 2 days, 6:38:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.2398 2021-06-19 00:56:23,342 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 2 days, 6:37:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7977, loss_cls: 1.8516, loss: 1.8516, grad_norm: 5.1385 2021-06-19 00:56:34,486 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 2 days, 6:37:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.3066 2021-06-19 00:56:45,614 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 2 days, 6:37:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.2226 2021-06-19 00:56:56,765 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 2 days, 6:37:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8063, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.1759 2021-06-19 00:57:07,924 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 2 days, 6:36:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7906, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.5335 2021-06-19 00:57:19,058 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 2 days, 6:36:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.2522 2021-06-19 00:57:30,175 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 2 days, 6:36:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7930, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.2702 2021-06-19 00:57:41,287 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 2 days, 6:36:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1677 2021-06-19 00:57:52,408 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 2 days, 6:35:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8133, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.0359 2021-06-19 00:58:03,546 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 2 days, 6:35:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8172, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.2101 2021-06-19 00:58:14,671 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 2 days, 6:35:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.9026, loss: 1.9026, grad_norm: 5.0368 2021-06-19 00:58:25,812 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 2 days, 6:35:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.2029 2021-06-19 00:58:36,948 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 2 days, 6:34:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8078, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.3178 2021-06-19 00:58:48,077 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 2 days, 6:34:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7766, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.2862 2021-06-19 00:58:59,205 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 2 days, 6:34:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8023, loss_cls: 1.7987, loss: 1.7987, grad_norm: 5.0448 2021-06-19 00:59:10,333 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 2 days, 6:34:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.0903 2021-06-19 00:59:21,465 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 2 days, 6:33:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8180, loss_cls: 1.7993, loss: 1.7993, grad_norm: 5.1805 2021-06-19 00:59:32,608 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 2 days, 6:33:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.0672 2021-06-19 00:59:43,744 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 2 days, 6:33:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8047, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.1492 2021-06-19 00:59:54,861 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 2 days, 6:33:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.0067 2021-06-19 01:00:06,027 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 2 days, 6:32:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.2472 2021-06-19 01:00:17,147 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 2 days, 6:32:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.8648, loss: 1.8648, grad_norm: 5.1545 2021-06-19 01:00:28,264 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 2 days, 6:32:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7635, loss: 1.7635, grad_norm: 5.1183 2021-06-19 01:00:39,393 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 2 days, 6:32:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7891, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.3505 2021-06-19 01:00:50,514 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 2 days, 6:31:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.2218 2021-06-19 01:01:01,645 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 2 days, 6:31:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8039, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.3656 2021-06-19 01:01:12,765 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 2 days, 6:31:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7984, loss_cls: 1.8326, loss: 1.8326, grad_norm: 4.9349 2021-06-19 01:01:23,931 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 2 days, 6:31:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.1269 2021-06-19 01:01:35,059 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 2 days, 6:30:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.2416 2021-06-19 01:01:46,203 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 2 days, 6:30:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7883, loss_cls: 1.8898, loss: 1.8898, grad_norm: 5.4441 2021-06-19 01:01:57,316 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 2 days, 6:30:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.1975 2021-06-19 01:02:08,453 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 2 days, 6:30:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8086, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.1387 2021-06-19 01:02:19,591 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 2 days, 6:29:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.2972 2021-06-19 01:02:30,738 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 2 days, 6:29:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.2518 2021-06-19 01:02:41,877 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 2 days, 6:29:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.0925 2021-06-19 01:02:53,014 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 2 days, 6:29:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.2460 2021-06-19 01:03:04,176 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 2 days, 6:28:57, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8102, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.3534 2021-06-19 01:03:15,315 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 2 days, 6:28:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.3373 2021-06-19 01:03:26,475 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 2 days, 6:28:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.1571 2021-06-19 01:03:37,630 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 2 days, 6:28:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7891, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.0157 2021-06-19 01:03:48,763 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 2 days, 6:27:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.7259, loss: 1.7259, grad_norm: 4.8881 2021-06-19 01:03:59,889 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 2 days, 6:27:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.2348 2021-06-19 01:04:11,020 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-06-19 01:05:29,183 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 2 days, 6:36:49, time: 3.866, data_time: 3.250, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.1080 2021-06-19 01:05:40,328 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 2 days, 6:36:34, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.9524 2021-06-19 01:05:51,424 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 2 days, 6:36:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8047, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.3044 2021-06-19 01:06:02,536 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 2 days, 6:36:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.0260 2021-06-19 01:06:13,666 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 2 days, 6:35:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8211, loss_cls: 1.7565, loss: 1.7565, grad_norm: 5.3360 2021-06-19 01:06:24,784 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 2 days, 6:35:32, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7615, loss: 1.7615, grad_norm: 5.2478 2021-06-19 01:06:35,918 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 2 days, 6:35:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.0354 2021-06-19 01:06:47,039 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 2 days, 6:35:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.8000, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.2615 2021-06-19 01:06:58,164 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 2 days, 6:34:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7984, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.3023 2021-06-19 01:07:09,291 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 2 days, 6:34:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.0352 2021-06-19 01:07:20,409 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 2 days, 6:34:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.2803 2021-06-19 01:07:31,533 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 2 days, 6:34:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.9207 2021-06-19 01:07:42,656 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 2 days, 6:33:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8156, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.3399 2021-06-19 01:07:53,794 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 2 days, 6:33:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8008, loss_cls: 1.8276, loss: 1.8276, grad_norm: 5.2206 2021-06-19 01:08:04,942 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 2 days, 6:33:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.0592 2021-06-19 01:08:16,086 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 2 days, 6:33:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8164, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.1247 2021-06-19 01:08:27,231 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 2 days, 6:32:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8172, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2019 2021-06-19 01:08:38,348 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 2 days, 6:32:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.1764 2021-06-19 01:08:49,478 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 2 days, 6:32:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.2277 2021-06-19 01:09:00,624 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 2 days, 6:31:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.2837 2021-06-19 01:09:11,761 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 2 days, 6:31:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.0484 2021-06-19 01:09:22,901 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 2 days, 6:31:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.2977 2021-06-19 01:09:34,032 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 2 days, 6:31:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.1454 2021-06-19 01:09:45,191 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 2 days, 6:30:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.2960 2021-06-19 01:09:56,353 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 2 days, 6:30:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.0487 2021-06-19 01:10:07,533 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 2 days, 6:30:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.0879 2021-06-19 01:10:18,669 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 2 days, 6:30:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8008, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.1054 2021-06-19 01:10:29,821 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 2 days, 6:30:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.3212 2021-06-19 01:10:40,959 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 2 days, 6:29:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7945, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.1271 2021-06-19 01:10:52,104 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 2 days, 6:29:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.0315 2021-06-19 01:11:03,217 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 2 days, 6:29:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.1728 2021-06-19 01:11:14,349 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 2 days, 6:28:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7961, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.0954 2021-06-19 01:11:25,473 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 2 days, 6:28:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.1031 2021-06-19 01:11:36,609 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 2 days, 6:28:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.1552 2021-06-19 01:11:47,763 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 2 days, 6:28:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7977, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.0654 2021-06-19 01:11:58,890 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 2 days, 6:27:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7852, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.9752 2021-06-19 01:12:10,032 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 2 days, 6:27:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.1871 2021-06-19 01:12:21,179 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 2 days, 6:27:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.0020 2021-06-19 01:12:32,333 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 2 days, 6:27:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.2511 2021-06-19 01:12:43,469 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 2 days, 6:26:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8172, loss: 1.8172, grad_norm: 5.2827 2021-06-19 01:12:54,619 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 2 days, 6:26:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.9822 2021-06-19 01:13:05,736 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 2 days, 6:26:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.4018 2021-06-19 01:13:16,868 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 2 days, 6:26:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.3247 2021-06-19 01:13:27,998 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 2 days, 6:25:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.1387 2021-06-19 01:13:39,146 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 2 days, 6:25:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.0908 2021-06-19 01:13:50,288 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 2 days, 6:25:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.1987 2021-06-19 01:14:01,416 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 2 days, 6:25:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.0841 2021-06-19 01:14:12,549 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 2 days, 6:24:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7880, loss: 1.7880, grad_norm: 5.3044 2021-06-19 01:14:23,703 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 2 days, 6:24:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.3503 2021-06-19 01:14:34,848 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 2 days, 6:24:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.8023, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.5965 2021-06-19 01:14:45,989 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 2 days, 6:24:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.1354 2021-06-19 01:14:57,102 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 2 days, 6:24:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8008, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.3826 2021-06-19 01:15:08,222 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 2 days, 6:23:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.0448 2021-06-19 01:15:19,330 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 2 days, 6:23:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7992, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.1601 2021-06-19 01:15:30,465 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 2 days, 6:23:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.8016, loss_cls: 1.8376, loss: 1.8376, grad_norm: 5.1857 2021-06-19 01:15:41,605 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 2 days, 6:22:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8039, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.2516 2021-06-19 01:15:52,770 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 2 days, 6:22:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7936, loss: 1.7936, grad_norm: 5.2317 2021-06-19 01:16:03,897 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 2 days, 6:22:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.0594 2021-06-19 01:16:15,041 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 2 days, 6:22:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.0029 2021-06-19 01:16:26,176 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 2 days, 6:22:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.1585 2021-06-19 01:16:37,308 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 2 days, 6:21:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.4717 2021-06-19 01:16:48,431 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 2 days, 6:21:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.9631 2021-06-19 01:16:59,561 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 2 days, 6:21:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.2124 2021-06-19 01:17:10,689 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 2 days, 6:21:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7797, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.3524 2021-06-19 01:17:21,821 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 2 days, 6:20:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.1121 2021-06-19 01:17:32,947 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 2 days, 6:20:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.1762 2021-06-19 01:17:44,079 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 2 days, 6:20:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.0770 2021-06-19 01:17:55,207 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 2 days, 6:20:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.8834 2021-06-19 01:18:06,331 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 2 days, 6:19:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.0722 2021-06-19 01:18:17,455 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 2 days, 6:19:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2503 2021-06-19 01:18:28,601 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 2 days, 6:19:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8109, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.1785 2021-06-19 01:18:39,724 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 2 days, 6:19:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8684, loss: 1.8684, grad_norm: 5.2748 2021-06-19 01:18:50,862 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 2 days, 6:18:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7930, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.1861 2021-06-19 01:19:02,005 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 2 days, 6:18:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8070, loss_cls: 1.7709, loss: 1.7709, grad_norm: 5.2783 2021-06-19 01:19:13,126 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 2 days, 6:18:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7898, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.3111 2021-06-19 01:19:24,284 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 2 days, 6:18:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.0938 2021-06-19 01:19:35,423 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 2 days, 6:17:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8211, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.2250 2021-06-19 01:19:46,562 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 2 days, 6:17:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.3822 2021-06-19 01:19:57,719 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 2 days, 6:17:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8078, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.2525 2021-06-19 01:20:08,854 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 2 days, 6:17:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.1215 2021-06-19 01:20:19,987 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 2 days, 6:16:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.1137 2021-06-19 01:20:31,108 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 2 days, 6:16:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8195, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.1285 2021-06-19 01:20:42,253 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 2 days, 6:16:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.2056 2021-06-19 01:20:53,381 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 2 days, 6:16:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.0294 2021-06-19 01:21:04,523 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 2 days, 6:15:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.3384 2021-06-19 01:21:15,660 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 2 days, 6:15:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.3066 2021-06-19 01:21:26,810 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 2 days, 6:15:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7930, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.2542 2021-06-19 01:21:37,945 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 2 days, 6:15:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.1301 2021-06-19 01:21:49,096 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 2 days, 6:14:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8086, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.1640 2021-06-19 01:22:00,252 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 2 days, 6:14:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8070, loss_cls: 1.7782, loss: 1.7782, grad_norm: 5.0620 2021-06-19 01:22:11,379 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 2 days, 6:14:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.0998 2021-06-19 01:22:22,514 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 2 days, 6:14:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.1691 2021-06-19 01:22:33,673 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 2 days, 6:13:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.1912 2021-06-19 01:22:44,930 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 2 days, 6:13:36, time: 0.564, data_time: 0.008, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.2619 2021-06-19 01:22:56,074 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 2 days, 6:13:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.2584 2021-06-19 01:23:07,218 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 2 days, 6:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.4170 2021-06-19 01:23:18,352 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 2 days, 6:12:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7984, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.1011 2021-06-19 01:23:29,498 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 2 days, 6:12:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8117, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.0005 2021-06-19 01:23:40,639 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 2 days, 6:12:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.0602 2021-06-19 01:23:51,785 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 2 days, 6:12:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.9602 2021-06-19 01:24:02,926 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 2 days, 6:11:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7903, loss: 1.7903, grad_norm: 5.1046 2021-06-19 01:24:14,068 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 2 days, 6:11:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7898, loss_cls: 1.9501, loss: 1.9501, grad_norm: 5.3439 2021-06-19 01:24:25,193 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 2 days, 6:11:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.3908 2021-06-19 01:24:36,318 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 2 days, 6:11:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.1047 2021-06-19 01:24:47,489 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 2 days, 6:10:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.1908 2021-06-19 01:24:58,574 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 2 days, 6:10:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7953, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.0474 2021-06-19 01:25:09,716 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 2 days, 6:10:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8125, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.1476 2021-06-19 01:25:20,836 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 2 days, 6:10:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7969, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.1593 2021-06-19 01:25:31,981 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 2 days, 6:09:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8133, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.1302 2021-06-19 01:25:43,126 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 2 days, 6:09:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7937, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.0636 2021-06-19 01:25:54,252 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 2 days, 6:09:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.9802 2021-06-19 01:26:05,393 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 2 days, 6:09:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8008, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.1378 2021-06-19 01:26:16,513 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 2 days, 6:08:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7969, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.0203 2021-06-19 01:26:27,650 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 2 days, 6:08:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.3214 2021-06-19 01:26:38,776 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 2 days, 6:08:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8313, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.0449 2021-06-19 01:26:49,897 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 2 days, 6:08:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.0795 2021-06-19 01:27:01,038 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 2 days, 6:07:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.0993 2021-06-19 01:27:12,170 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 2 days, 6:07:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.8245 2021-06-19 01:27:23,320 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 2 days, 6:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.2116 2021-06-19 01:27:34,469 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 2 days, 6:07:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8180, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.9311 2021-06-19 01:27:45,604 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 2 days, 6:06:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.1858 2021-06-19 01:27:56,737 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 2 days, 6:06:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.1290 2021-06-19 01:28:07,886 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 2 days, 6:06:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.2278 2021-06-19 01:28:18,994 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 2 days, 6:06:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8172, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.9816 2021-06-19 01:28:30,125 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 2 days, 6:05:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8219, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.1713 2021-06-19 01:28:41,206 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 2 days, 6:05:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8031, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.1603 2021-06-19 01:28:52,333 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 2 days, 6:05:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8031, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.2244 2021-06-19 01:29:03,466 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 2 days, 6:05:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.1034 2021-06-19 01:29:14,600 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 2 days, 6:05:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.0590 2021-06-19 01:29:25,741 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 2 days, 6:04:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.2112 2021-06-19 01:29:36,881 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 2 days, 6:04:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.1382 2021-06-19 01:29:48,018 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 2 days, 6:04:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.2272 2021-06-19 01:29:59,162 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 2 days, 6:04:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.1894 2021-06-19 01:30:10,331 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 2 days, 6:03:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.8068, loss: 1.8068, grad_norm: 5.2754 2021-06-19 01:30:21,460 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 2 days, 6:03:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.1299 2021-06-19 01:30:32,574 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 2 days, 6:03:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.2082 2021-06-19 01:30:43,706 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 2 days, 6:03:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7852, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.3411 2021-06-19 01:30:54,837 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 2 days, 6:02:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8326, loss: 1.8326, grad_norm: 5.1898 2021-06-19 01:31:05,973 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 2 days, 6:02:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8102, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.0657 2021-06-19 01:31:17,117 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 2 days, 6:02:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.1626 2021-06-19 01:31:28,249 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 2 days, 6:02:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7945, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.2059 2021-06-19 01:31:39,389 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 2 days, 6:01:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.3076 2021-06-19 01:31:50,528 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 2 days, 6:01:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.1279 2021-06-19 01:32:01,697 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 2 days, 6:01:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.2390 2021-06-19 01:32:12,825 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 2 days, 6:01:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8227, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.0465 2021-06-19 01:32:23,962 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 2 days, 6:00:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.9672 2021-06-19 01:32:35,089 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 2 days, 6:00:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2592 2021-06-19 01:32:46,270 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 2 days, 6:00:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.3318 2021-06-19 01:32:57,432 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 2 days, 6:00:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.1955 2021-06-19 01:33:08,573 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 2 days, 5:59:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.1137 2021-06-19 01:33:19,700 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 2 days, 5:59:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.5369 2021-06-19 01:33:30,835 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 2 days, 5:59:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.1047 2021-06-19 01:33:41,986 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 2 days, 5:59:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.9493 2021-06-19 01:33:53,123 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 2 days, 5:58:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.0863 2021-06-19 01:34:04,261 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 2 days, 5:58:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.1581 2021-06-19 01:34:15,390 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 2 days, 5:58:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8109, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.0066 2021-06-19 01:34:26,520 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 2 days, 5:58:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.1712 2021-06-19 01:34:37,667 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 2 days, 5:57:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8078, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.1036 2021-06-19 01:34:48,808 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 2 days, 5:57:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.7828, loss: 1.7828, grad_norm: 5.0852 2021-06-19 01:34:59,985 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 2 days, 5:57:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.2788 2021-06-19 01:35:11,147 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 2 days, 5:57:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.1071 2021-06-19 01:35:22,259 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 2 days, 5:57:00, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8141, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.0323 2021-06-19 01:35:33,419 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 2 days, 5:56:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8291, loss: 1.8291, grad_norm: 5.2737 2021-06-19 01:35:44,578 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 2 days, 5:56:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.0832 2021-06-19 01:35:55,721 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 2 days, 5:56:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7891, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.2272 2021-06-19 01:36:06,839 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 2 days, 5:56:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7883, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.1651 2021-06-19 01:36:17,965 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 2 days, 5:55:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8133, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.0918 2021-06-19 01:36:29,091 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 2 days, 5:55:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8172, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.0565 2021-06-19 01:36:40,218 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 2 days, 5:55:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.0749 2021-06-19 01:36:51,350 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 2 days, 5:55:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.2338 2021-06-19 01:37:02,500 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 2 days, 5:54:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7992, loss_cls: 1.8537, loss: 1.8537, grad_norm: 5.1299 2021-06-19 01:37:13,574 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 2 days, 5:54:34, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.9726 2021-06-19 01:37:24,703 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 2 days, 5:54:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8156, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3334 2021-06-19 01:37:35,833 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 2 days, 5:54:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.0050 2021-06-19 01:37:46,986 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 2 days, 5:53:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.1500 2021-06-19 01:37:58,122 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 2 days, 5:53:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.9394 2021-06-19 01:38:09,255 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 2 days, 5:53:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8117, loss_cls: 1.7373, loss: 1.7373, grad_norm: 5.2886 2021-06-19 01:38:20,362 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 2 days, 5:53:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.0009 2021-06-19 01:38:31,492 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 2 days, 5:52:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.9463 2021-06-19 01:38:42,624 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 2 days, 5:52:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.1893 2021-06-19 01:38:53,764 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 2 days, 5:52:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8165, loss: 1.8165, grad_norm: 5.0629 2021-06-19 01:39:04,910 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 2 days, 5:52:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.9270 2021-06-19 01:39:16,057 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 2 days, 5:51:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.2767 2021-06-19 01:39:27,209 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 2 days, 5:51:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8070, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.1819 2021-06-19 01:39:38,299 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 2 days, 5:51:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8039, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.1632 2021-06-19 01:39:49,427 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 2 days, 5:51:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.2636 2021-06-19 01:40:00,587 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 2 days, 5:50:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.7903, loss: 1.7903, grad_norm: 5.1310 2021-06-19 01:40:11,790 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-06-19 01:41:28,151 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 2 days, 5:58:47, time: 3.787, data_time: 3.207, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.1732 2021-06-19 01:41:39,299 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 2 days, 5:58:32, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.2713 2021-06-19 01:41:50,403 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 2 days, 5:58:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.9361 2021-06-19 01:42:01,520 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 2 days, 5:58:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8125, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.2596 2021-06-19 01:42:12,625 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 2 days, 5:57:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.1337 2021-06-19 01:42:23,734 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 2 days, 5:57:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8251, loss: 1.8251, grad_norm: 5.2766 2021-06-19 01:42:34,841 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 2 days, 5:57:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.1763 2021-06-19 01:42:45,970 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 2 days, 5:57:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.2175 2021-06-19 01:42:57,106 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 2 days, 5:56:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8086, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.2049 2021-06-19 01:43:08,236 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 2 days, 5:56:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2592 2021-06-19 01:43:19,347 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 2 days, 5:56:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8516, loss: 1.8516, grad_norm: 5.1322 2021-06-19 01:43:30,472 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 2 days, 5:56:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.0860 2021-06-19 01:43:41,594 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 2 days, 5:55:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.0165 2021-06-19 01:43:52,743 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 2 days, 5:55:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.5938, loss: 1.5938, grad_norm: 4.9926 2021-06-19 01:44:03,900 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 2 days, 5:55:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.1852 2021-06-19 01:44:15,025 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 2 days, 5:55:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8172, loss_cls: 1.7359, loss: 1.7359, grad_norm: 5.2906 2021-06-19 01:44:26,179 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 2 days, 5:54:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.1646 2021-06-19 01:44:37,301 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 2 days, 5:54:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.1608 2021-06-19 01:44:48,429 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 2 days, 5:54:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.1686 2021-06-19 01:44:59,567 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 2 days, 5:54:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.0646 2021-06-19 01:45:10,830 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 2 days, 5:53:52, time: 0.564, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.1446 2021-06-19 01:45:21,961 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 2 days, 5:53:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.1320 2021-06-19 01:45:33,075 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 2 days, 5:53:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.3428 2021-06-19 01:45:44,228 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 2 days, 5:53:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.0330 2021-06-19 01:45:55,376 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 2 days, 5:52:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8141, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.1254 2021-06-19 01:46:06,525 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 2 days, 5:52:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7983, loss: 1.7983, grad_norm: 5.0651 2021-06-19 01:46:17,656 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 2 days, 5:52:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.0819 2021-06-19 01:46:28,802 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 2 days, 5:52:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8031, loss_cls: 1.8000, loss: 1.8000, grad_norm: 5.2979 2021-06-19 01:46:39,926 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 2 days, 5:51:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.1149 2021-06-19 01:46:51,061 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 2 days, 5:51:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.2443 2021-06-19 01:47:02,190 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 2 days, 5:51:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.1342 2021-06-19 01:47:13,324 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 2 days, 5:51:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.0883 2021-06-19 01:47:24,468 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 2 days, 5:50:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.3431 2021-06-19 01:47:35,613 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 2 days, 5:50:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8133, loss_cls: 1.7775, loss: 1.7775, grad_norm: 5.2524 2021-06-19 01:47:46,765 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 2 days, 5:50:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8133, loss_cls: 1.7667, loss: 1.7667, grad_norm: 5.2648 2021-06-19 01:47:57,897 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 2 days, 5:50:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.1091 2021-06-19 01:48:09,049 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 2 days, 5:49:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.2392 2021-06-19 01:48:20,189 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 2 days, 5:49:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.2024 2021-06-19 01:48:31,335 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 2 days, 5:49:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.1814 2021-06-19 01:48:42,455 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 2 days, 5:49:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8211, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.0799 2021-06-19 01:48:53,585 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 2 days, 5:49:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.1963 2021-06-19 01:49:04,727 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 2 days, 5:48:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.0381 2021-06-19 01:49:15,848 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 2 days, 5:48:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8133, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.3405 2021-06-19 01:49:26,980 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 2 days, 5:48:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.0563 2021-06-19 01:49:38,116 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 2 days, 5:48:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8250, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.2813 2021-06-19 01:49:49,239 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 2 days, 5:47:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.1002 2021-06-19 01:50:00,390 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 2 days, 5:47:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8234, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.3215 2021-06-19 01:50:11,574 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 2 days, 5:47:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.2376 2021-06-19 01:50:22,697 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 2 days, 5:47:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.9416 2021-06-19 01:50:33,844 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 2 days, 5:46:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.1592 2021-06-19 01:50:44,972 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 2 days, 5:46:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.9870 2021-06-19 01:50:56,128 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 2 days, 5:46:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.0585 2021-06-19 01:51:07,293 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 2 days, 5:46:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.1571 2021-06-19 01:51:18,425 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 2 days, 5:45:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8211, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.2514 2021-06-19 01:51:29,562 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 2 days, 5:45:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.1949 2021-06-19 01:51:40,690 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 2 days, 5:45:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.8953, loss: 1.8953, grad_norm: 5.2867 2021-06-19 01:51:51,832 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 2 days, 5:45:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8266, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.0462 2021-06-19 01:52:02,957 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 2 days, 5:44:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8289, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.1113 2021-06-19 01:52:14,043 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 2 days, 5:44:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.1654 2021-06-19 01:52:25,141 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 2 days, 5:44:24, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8250, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.1178 2021-06-19 01:52:36,214 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 2 days, 5:44:09, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.1907 2021-06-19 01:52:47,299 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 2 days, 5:43:54, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.3437 2021-06-19 01:52:58,419 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 2 days, 5:43:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.8534, loss: 1.8534, grad_norm: 5.2815 2021-06-19 01:53:09,578 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 2 days, 5:43:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.1962 2021-06-19 01:53:20,697 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 2 days, 5:43:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.1157 2021-06-19 01:53:31,830 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 2 days, 5:42:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8164, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2302 2021-06-19 01:53:42,966 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 2 days, 5:42:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.9613 2021-06-19 01:53:54,098 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 2 days, 5:42:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.2758 2021-06-19 01:54:05,227 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 2 days, 5:42:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.0740 2021-06-19 01:54:16,361 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 2 days, 5:41:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.3673 2021-06-19 01:54:27,497 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 2 days, 5:41:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7922, loss_cls: 1.8537, loss: 1.8537, grad_norm: 5.2512 2021-06-19 01:54:38,641 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 2 days, 5:41:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.1145 2021-06-19 01:54:49,778 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 2 days, 5:41:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.0751 2021-06-19 01:55:00,930 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 2 days, 5:41:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8305, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.1385 2021-06-19 01:55:12,068 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 2 days, 5:40:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.1339 2021-06-19 01:55:23,210 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 2 days, 5:40:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.7898, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.3459 2021-06-19 01:55:34,377 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 2 days, 5:40:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.4059 2021-06-19 01:55:45,518 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 2 days, 5:40:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8289, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.3076 2021-06-19 01:55:56,680 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 2 days, 5:39:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.0337 2021-06-19 01:56:07,813 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 2 days, 5:39:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.0436 2021-06-19 01:56:18,967 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 2 days, 5:39:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6991, loss: 1.6991, grad_norm: 5.2917 2021-06-19 01:56:30,127 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 2 days, 5:39:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.2158 2021-06-19 01:56:41,268 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 2 days, 5:38:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.1598 2021-06-19 01:56:52,389 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 2 days, 5:38:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.3140 2021-06-19 01:57:03,499 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 2 days, 5:38:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8141, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.2185 2021-06-19 01:57:14,626 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 2 days, 5:38:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7244, loss: 1.7244, grad_norm: 5.2247 2021-06-19 01:57:25,769 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 2 days, 5:37:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8397, loss: 1.8397, grad_norm: 5.3491 2021-06-19 01:57:36,913 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 2 days, 5:37:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8814, loss: 1.8814, grad_norm: 5.2723 2021-06-19 01:57:48,037 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 2 days, 5:37:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.0430 2021-06-19 01:57:59,169 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 2 days, 5:37:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.1265 2021-06-19 01:58:10,313 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 2 days, 5:36:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6450, loss: 1.6450, grad_norm: 4.8359 2021-06-19 01:58:21,448 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 2 days, 5:36:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.1409 2021-06-19 01:58:32,586 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 2 days, 5:36:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.1032 2021-06-19 01:58:43,727 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 2 days, 5:36:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.0903 2021-06-19 01:58:54,856 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 2 days, 5:35:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8211, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.9900 2021-06-19 01:59:05,977 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 2 days, 5:35:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.3393 2021-06-19 01:59:17,100 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 2 days, 5:35:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8109, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.1414 2021-06-19 01:59:28,262 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 2 days, 5:35:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8234, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.1271 2021-06-19 01:59:39,400 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 2 days, 5:35:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.0871 2021-06-19 01:59:50,531 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 2 days, 5:34:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.0695 2021-06-19 02:00:01,657 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 2 days, 5:34:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8148, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.1294 2021-06-19 02:00:12,799 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 2 days, 5:34:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.8054, loss: 1.8054, grad_norm: 5.3432 2021-06-19 02:00:23,924 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 2 days, 5:34:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.0457 2021-06-19 02:00:35,063 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 2 days, 5:33:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.1980 2021-06-19 02:00:46,189 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 2 days, 5:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.8016, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.2431 2021-06-19 02:00:57,354 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 2 days, 5:33:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.0260 2021-06-19 02:01:08,500 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 2 days, 5:33:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.2591 2021-06-19 02:01:19,640 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 2 days, 5:32:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.2736 2021-06-19 02:01:30,787 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 2 days, 5:32:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8148, loss_cls: 1.8055, loss: 1.8055, grad_norm: 5.2347 2021-06-19 02:01:41,918 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 2 days, 5:32:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.2438 2021-06-19 02:01:53,054 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 2 days, 5:32:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.0757 2021-06-19 02:02:04,201 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 2 days, 5:31:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8250, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.0937 2021-06-19 02:02:15,330 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 2 days, 5:31:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.0705 2021-06-19 02:02:26,469 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 2 days, 5:31:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8148, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.2335 2021-06-19 02:02:37,588 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 2 days, 5:31:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.2850 2021-06-19 02:02:48,727 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 2 days, 5:30:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.2289 2021-06-19 02:02:59,874 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 2 days, 5:30:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.2412 2021-06-19 02:03:11,017 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 2 days, 5:30:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.0396 2021-06-19 02:03:22,155 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 2 days, 5:30:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6592, loss: 1.6592, grad_norm: 5.2037 2021-06-19 02:03:33,255 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 2 days, 5:29:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.1049 2021-06-19 02:03:44,376 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 2 days, 5:29:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8156, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.1650 2021-06-19 02:03:55,496 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 2 days, 5:29:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.1079 2021-06-19 02:04:06,655 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 2 days, 5:29:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.0658 2021-06-19 02:04:17,776 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 2 days, 5:29:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8070, loss_cls: 1.8073, loss: 1.8073, grad_norm: 5.3020 2021-06-19 02:04:28,912 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 2 days, 5:28:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8668, loss: 1.8668, grad_norm: 5.1569 2021-06-19 02:04:40,092 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 2 days, 5:28:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.0935 2021-06-19 02:04:51,225 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 2 days, 5:28:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.1516 2021-06-19 02:05:02,387 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 2 days, 5:28:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.4060 2021-06-19 02:05:13,495 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 2 days, 5:27:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.3233 2021-06-19 02:05:24,617 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 2 days, 5:27:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.0432 2021-06-19 02:05:35,754 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 2 days, 5:27:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.8741 2021-06-19 02:05:46,912 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 2 days, 5:27:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8148, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.1798 2021-06-19 02:05:58,036 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 2 days, 5:26:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.2551 2021-06-19 02:06:09,172 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 2 days, 5:26:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8156, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.1007 2021-06-19 02:06:20,298 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 2 days, 5:26:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.0491 2021-06-19 02:06:31,426 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 2 days, 5:26:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.0502 2021-06-19 02:06:42,614 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 2 days, 5:25:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.0128 2021-06-19 02:06:53,716 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 2 days, 5:25:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.2461 2021-06-19 02:07:04,860 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 2 days, 5:25:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.3034 2021-06-19 02:07:15,979 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 2 days, 5:25:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.1614 2021-06-19 02:07:27,118 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 2 days, 5:24:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.1638 2021-06-19 02:07:38,265 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 2 days, 5:24:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.1368 2021-06-19 02:07:49,419 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 2 days, 5:24:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.9900 2021-06-19 02:08:00,556 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 2 days, 5:24:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.0598 2021-06-19 02:08:11,685 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 2 days, 5:24:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.0410 2021-06-19 02:08:22,806 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 2 days, 5:23:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.9748 2021-06-19 02:08:33,971 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 2 days, 5:23:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.0634 2021-06-19 02:08:45,105 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 2 days, 5:23:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.2787 2021-06-19 02:08:56,252 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 2 days, 5:23:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7715, loss: 1.7715, grad_norm: 5.2887 2021-06-19 02:09:07,388 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 2 days, 5:22:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8172, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.2259 2021-06-19 02:09:18,518 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 2 days, 5:22:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.1728 2021-06-19 02:09:29,662 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 2 days, 5:22:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.1779 2021-06-19 02:09:40,810 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 2 days, 5:22:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.2353 2021-06-19 02:09:51,963 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 2 days, 5:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.3079 2021-06-19 02:10:03,138 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 2 days, 5:21:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.3949 2021-06-19 02:10:14,222 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 2 days, 5:21:27, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.2646 2021-06-19 02:10:25,374 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 2 days, 5:21:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.1472 2021-06-19 02:10:36,531 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 2 days, 5:20:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.0803 2021-06-19 02:10:47,674 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 2 days, 5:20:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.3535 2021-06-19 02:10:58,814 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 2 days, 5:20:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8172, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.1411 2021-06-19 02:11:09,954 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 2 days, 5:20:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7992, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.2877 2021-06-19 02:11:21,076 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 2 days, 5:20:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8109, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.2835 2021-06-19 02:11:32,217 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 2 days, 5:19:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.1923 2021-06-19 02:11:43,346 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 2 days, 5:19:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.3016 2021-06-19 02:11:54,464 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 2 days, 5:19:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1241 2021-06-19 02:12:05,612 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 2 days, 5:19:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.3082 2021-06-19 02:12:16,764 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 2 days, 5:18:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.9441 2021-06-19 02:12:27,946 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 2 days, 5:18:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.2283 2021-06-19 02:12:39,044 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 2 days, 5:18:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.1692 2021-06-19 02:12:50,182 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 2 days, 5:18:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8156, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.1572 2021-06-19 02:13:01,313 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 2 days, 5:17:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.0407 2021-06-19 02:13:12,478 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 2 days, 5:17:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.0693 2021-06-19 02:13:23,629 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 2 days, 5:17:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.3342 2021-06-19 02:13:34,762 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 2 days, 5:17:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8227, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.2289 2021-06-19 02:13:45,900 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 2 days, 5:16:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.2401 2021-06-19 02:13:57,041 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 2 days, 5:16:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8195, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.1615 2021-06-19 02:14:08,171 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 2 days, 5:16:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8172, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.0563 2021-06-19 02:14:19,302 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 2 days, 5:16:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8187, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.0462 2021-06-19 02:14:30,428 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 2 days, 5:16:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.1333 2021-06-19 02:14:41,577 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 2 days, 5:15:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7711, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.1690 2021-06-19 02:14:52,717 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 2 days, 5:15:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.1705 2021-06-19 02:15:03,875 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 2 days, 5:15:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8344, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.0843 2021-06-19 02:15:15,003 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 2 days, 5:15:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8195, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.0371 2021-06-19 02:15:26,108 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 2 days, 5:14:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.7106, loss: 1.7106, grad_norm: 4.9789 2021-06-19 02:15:37,205 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 2 days, 5:14:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8055, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.1813 2021-06-19 02:15:48,344 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 2 days, 5:14:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8219, loss_cls: 1.7219, loss: 1.7219, grad_norm: 4.9763 2021-06-19 02:15:59,492 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 2 days, 5:14:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.2873 2021-06-19 02:16:12,910 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-06-19 02:17:40,324 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 2 days, 5:22:39, time: 4.350, data_time: 3.775, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.0781 2021-06-19 02:17:51,481 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 2 days, 5:22:25, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8180, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.2170 2021-06-19 02:18:02,595 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 2 days, 5:22:10, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.0358 2021-06-19 02:18:13,716 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 2 days, 5:21:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8273, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.0771 2021-06-19 02:18:24,824 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 2 days, 5:21:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.8829 2021-06-19 02:18:35,939 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 2 days, 5:21:27, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8234, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.2122 2021-06-19 02:18:47,083 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 2 days, 5:21:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.9667 2021-06-19 02:18:58,209 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 2 days, 5:20:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.0325 2021-06-19 02:19:09,333 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 2 days, 5:20:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.1114 2021-06-19 02:19:20,463 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 2 days, 5:20:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.1220 2021-06-19 02:19:31,599 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 2 days, 5:20:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8305, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.3219 2021-06-19 02:19:42,748 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 2 days, 5:20:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.2542 2021-06-19 02:19:53,889 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 2 days, 5:19:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.9635 2021-06-19 02:20:05,094 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 2 days, 5:19:32, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.2018 2021-06-19 02:20:16,224 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 2 days, 5:19:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8234, loss_cls: 1.6821, loss: 1.6821, grad_norm: 4.9420 2021-06-19 02:20:27,363 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 2 days, 5:19:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8352, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.1634 2021-06-19 02:20:38,520 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 2 days, 5:18:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6682, loss: 1.6682, grad_norm: 5.2316 2021-06-19 02:20:49,663 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 2 days, 5:18:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8383, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.1545 2021-06-19 02:21:00,785 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 2 days, 5:18:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8125, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.1774 2021-06-19 02:21:11,919 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 2 days, 5:18:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.3837 2021-06-19 02:21:23,047 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 2 days, 5:17:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.2975 2021-06-19 02:21:34,191 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 2 days, 5:17:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8258, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.2646 2021-06-19 02:21:45,331 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 2 days, 5:17:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8328, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.1987 2021-06-19 02:21:56,470 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 2 days, 5:17:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.9713 2021-06-19 02:22:07,618 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 2 days, 5:16:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8117, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.9731 2021-06-19 02:22:18,749 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 2 days, 5:16:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8063, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.0618 2021-06-19 02:22:29,900 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 2 days, 5:16:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8141, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.1618 2021-06-19 02:22:41,061 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 2 days, 5:16:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.0301 2021-06-19 02:22:52,191 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 2 days, 5:15:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.1254 2021-06-19 02:23:03,333 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 2 days, 5:15:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.1821 2021-06-19 02:23:14,471 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 2 days, 5:15:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.1675 2021-06-19 02:23:25,649 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 2 days, 5:15:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.0900 2021-06-19 02:23:36,808 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 2 days, 5:15:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8219, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.1897 2021-06-19 02:23:47,964 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 2 days, 5:14:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.2002 2021-06-19 02:23:59,147 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 2 days, 5:14:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.0044 2021-06-19 02:24:10,262 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 2 days, 5:14:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.2771 2021-06-19 02:24:21,418 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 2 days, 5:14:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.0942 2021-06-19 02:24:32,559 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 2 days, 5:13:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8070, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.1999 2021-06-19 02:24:43,686 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 2 days, 5:13:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.1138 2021-06-19 02:24:54,823 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 2 days, 5:13:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.0757 2021-06-19 02:25:05,983 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 2 days, 5:13:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.1303 2021-06-19 02:25:17,097 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 2 days, 5:12:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.7081, loss: 1.7081, grad_norm: 4.9432 2021-06-19 02:25:28,245 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 2 days, 5:12:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.0964 2021-06-19 02:25:39,394 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 2 days, 5:12:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.8866 2021-06-19 02:25:50,532 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 2 days, 5:12:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7813, loss: 1.7813, grad_norm: 5.2940 2021-06-19 02:26:01,713 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 2 days, 5:11:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8430, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.0878 2021-06-19 02:26:12,817 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 2 days, 5:11:42, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.4843 2021-06-19 02:26:23,970 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 2 days, 5:11:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.4149 2021-06-19 02:26:35,135 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 2 days, 5:11:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.3173 2021-06-19 02:26:46,288 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 2 days, 5:11:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8063, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.2340 2021-06-19 02:26:57,434 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 2 days, 5:10:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8297, loss_cls: 1.6690, loss: 1.6690, grad_norm: 4.9671 2021-06-19 02:27:08,590 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 2 days, 5:10:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6591, loss: 1.6591, grad_norm: 5.0939 2021-06-19 02:27:19,735 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 2 days, 5:10:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8078, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.4578 2021-06-19 02:27:30,898 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 2 days, 5:10:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.2078 2021-06-19 02:27:42,044 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 2 days, 5:09:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.1000 2021-06-19 02:27:53,199 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 2 days, 5:09:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8195, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.1593 2021-06-19 02:28:04,339 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 2 days, 5:09:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.0728 2021-06-19 02:28:15,471 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 2 days, 5:09:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.9845 2021-06-19 02:28:26,606 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 2 days, 5:08:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8289, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.9853 2021-06-19 02:28:37,763 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 2 days, 5:08:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.2387 2021-06-19 02:28:48,928 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 2 days, 5:08:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8180, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.3300 2021-06-19 02:29:00,070 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 2 days, 5:08:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.3041 2021-06-19 02:29:11,197 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 2 days, 5:07:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.1749 2021-06-19 02:29:22,342 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 2 days, 5:07:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.2254 2021-06-19 02:29:33,472 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 2 days, 5:07:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.2845 2021-06-19 02:29:44,625 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 2 days, 5:07:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.0694 2021-06-19 02:29:55,761 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 2 days, 5:07:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8328, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.1625 2021-06-19 02:30:06,903 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 2 days, 5:06:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.0288 2021-06-19 02:30:18,021 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 2 days, 5:06:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.2260 2021-06-19 02:30:29,186 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 2 days, 5:06:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.3210 2021-06-19 02:30:40,339 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 2 days, 5:06:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8266, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.1455 2021-06-19 02:30:51,486 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 2 days, 5:05:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.2844 2021-06-19 02:31:02,628 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 2 days, 5:05:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.3345 2021-06-19 02:31:13,755 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 2 days, 5:05:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8273, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.0668 2021-06-19 02:31:24,887 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 2 days, 5:05:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.3340 2021-06-19 02:31:36,043 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 2 days, 5:04:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8156, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.3156 2021-06-19 02:31:47,191 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 2 days, 5:04:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7362, loss: 1.7362, grad_norm: 5.2309 2021-06-19 02:31:58,324 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 2 days, 5:04:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.1077 2021-06-19 02:32:09,465 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 2 days, 5:04:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8039, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.0736 2021-06-19 02:32:20,619 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 2 days, 5:03:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8297, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.2014 2021-06-19 02:32:31,777 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 2 days, 5:03:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8211, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.2454 2021-06-19 02:32:42,924 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 2 days, 5:03:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.2249 2021-06-19 02:32:54,067 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 2 days, 5:03:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8034, loss: 1.8034, grad_norm: 5.1632 2021-06-19 02:33:05,224 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 2 days, 5:03:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.0344 2021-06-19 02:33:16,377 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 2 days, 5:02:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8164, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.2461 2021-06-19 02:33:27,520 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 2 days, 5:02:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8266, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.1691 2021-06-19 02:33:38,662 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 2 days, 5:02:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.0725 2021-06-19 02:33:49,799 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 2 days, 5:02:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8117, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.0123 2021-06-19 02:34:00,957 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 2 days, 5:01:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8234, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.2060 2021-06-19 02:34:12,108 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 2 days, 5:01:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8117, loss_cls: 1.7974, loss: 1.7974, grad_norm: 5.3418 2021-06-19 02:34:23,240 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 2 days, 5:01:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8227, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.1755 2021-06-19 02:34:34,389 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 2 days, 5:01:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.0176 2021-06-19 02:34:45,524 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 2 days, 5:00:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7354, loss: 1.7354, grad_norm: 5.2840 2021-06-19 02:34:56,671 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 2 days, 5:00:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2927 2021-06-19 02:35:07,858 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 2 days, 5:00:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.9874 2021-06-19 02:35:19,012 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 2 days, 5:00:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8133, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.9932 2021-06-19 02:35:30,175 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 2 days, 4:59:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.1734 2021-06-19 02:35:41,312 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 2 days, 4:59:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8063, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.2306 2021-06-19 02:35:52,474 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 2 days, 4:59:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.0032 2021-06-19 02:36:03,672 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 2 days, 4:59:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.1652 2021-06-19 02:36:14,756 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 2 days, 4:59:01, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8258, loss_cls: 1.6840, loss: 1.6840, grad_norm: 5.3988 2021-06-19 02:36:25,901 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 2 days, 4:58:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.0764 2021-06-19 02:36:37,049 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 2 days, 4:58:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8172, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.2307 2021-06-19 02:36:48,204 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 2 days, 4:58:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.1768 2021-06-19 02:36:59,359 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 2 days, 4:58:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8281, loss_cls: 1.6475, loss: 1.6475, grad_norm: 5.0236 2021-06-19 02:37:10,509 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 2 days, 4:57:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.1982 2021-06-19 02:37:21,643 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 2 days, 4:57:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8227, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.1718 2021-06-19 02:37:32,776 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 2 days, 4:57:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8203, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.2817 2021-06-19 02:37:43,932 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 2 days, 4:57:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8281, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.9959 2021-06-19 02:37:55,076 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 2 days, 4:56:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.2703 2021-06-19 02:38:06,238 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 2 days, 4:56:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8352, loss_cls: 1.6436, loss: 1.6436, grad_norm: 5.2405 2021-06-19 02:38:17,377 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 2 days, 4:56:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8078, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.0943 2021-06-19 02:38:28,515 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 2 days, 4:56:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.2279 2021-06-19 02:38:39,664 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 2 days, 4:55:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.2916 2021-06-19 02:38:50,819 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 2 days, 4:55:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.3092 2021-06-19 02:39:01,952 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 2 days, 4:55:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.1359 2021-06-19 02:39:13,118 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 2 days, 4:55:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8305, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.8975 2021-06-19 02:39:24,282 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 2 days, 4:55:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8125, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.2253 2021-06-19 02:39:35,412 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 2 days, 4:54:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.2257 2021-06-19 02:39:46,570 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 2 days, 4:54:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.2728 2021-06-19 02:39:57,731 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 2 days, 4:54:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.0119 2021-06-19 02:40:08,838 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 2 days, 4:54:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7984, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.2348 2021-06-19 02:40:19,987 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 2 days, 4:53:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7977, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.1535 2021-06-19 02:40:31,125 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 2 days, 4:53:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.2277 2021-06-19 02:40:42,277 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 2 days, 4:53:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8391, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.0783 2021-06-19 02:40:53,462 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 2 days, 4:53:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7644, loss: 1.7644, grad_norm: 4.9600 2021-06-19 02:41:04,532 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 2 days, 4:52:57, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8078, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.2096 2021-06-19 02:41:15,651 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 2 days, 4:52:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.0900 2021-06-19 02:41:26,763 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 2 days, 4:52:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8117, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.1033 2021-06-19 02:41:37,869 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 2 days, 4:52:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8141, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.2085 2021-06-19 02:41:48,980 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 2 days, 4:52:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.1351 2021-06-19 02:42:00,094 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 2 days, 4:51:46, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.1439 2021-06-19 02:42:11,214 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 2 days, 4:51:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.1505 2021-06-19 02:42:22,325 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 2 days, 4:51:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.4777 2021-06-19 02:42:33,422 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 2 days, 4:51:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.1197 2021-06-19 02:42:44,552 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 2 days, 4:50:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.0467 2021-06-19 02:42:55,644 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 2 days, 4:50:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.2246 2021-06-19 02:43:06,773 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 2 days, 4:50:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.0196 2021-06-19 02:43:17,908 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 2 days, 4:50:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8070, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.1122 2021-06-19 02:43:29,059 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 2 days, 4:49:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.2363 2021-06-19 02:43:40,214 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 2 days, 4:49:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.2998 2021-06-19 02:43:51,361 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 2 days, 4:49:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.2925 2021-06-19 02:44:02,547 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 2 days, 4:49:12, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.0466 2021-06-19 02:44:13,649 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 2 days, 4:48:58, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.1759 2021-06-19 02:44:24,791 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 2 days, 4:48:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8023, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.0409 2021-06-19 02:44:35,917 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 2 days, 4:48:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.0628 2021-06-19 02:44:47,059 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 2 days, 4:48:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7867, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.1398 2021-06-19 02:44:58,201 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 2 days, 4:48:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.0182 2021-06-19 02:45:09,353 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 2 days, 4:47:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2601 2021-06-19 02:45:20,491 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 2 days, 4:47:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8234, loss_cls: 1.6540, loss: 1.6540, grad_norm: 4.9635 2021-06-19 02:45:31,622 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 2 days, 4:47:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.1051 2021-06-19 02:45:42,751 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 2 days, 4:47:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.2330 2021-06-19 02:45:53,893 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 2 days, 4:46:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.2334 2021-06-19 02:46:05,046 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 2 days, 4:46:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8086, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.5708 2021-06-19 02:46:16,180 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 2 days, 4:46:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.0084 2021-06-19 02:46:27,315 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 2 days, 4:46:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8289, loss_cls: 1.6429, loss: 1.6429, grad_norm: 4.9442 2021-06-19 02:46:38,456 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 2 days, 4:45:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.2988 2021-06-19 02:46:49,619 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 2 days, 4:45:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.6285, loss: 1.6285, grad_norm: 4.9884 2021-06-19 02:47:00,779 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 2 days, 4:45:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.1489 2021-06-19 02:47:11,926 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 2 days, 4:45:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.3075 2021-06-19 02:47:23,060 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 2 days, 4:45:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.9136 2021-06-19 02:47:34,196 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 2 days, 4:44:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.1169 2021-06-19 02:47:45,354 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 2 days, 4:44:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8164, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.9607 2021-06-19 02:47:56,521 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 2 days, 4:44:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.1866 2021-06-19 02:48:07,674 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 2 days, 4:44:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.9025 2021-06-19 02:48:18,807 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 2 days, 4:43:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.1265 2021-06-19 02:48:29,944 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 2 days, 4:43:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.0632 2021-06-19 02:48:41,086 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 2 days, 4:43:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.0739 2021-06-19 02:48:52,236 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 2 days, 4:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.6396, loss: 1.6396, grad_norm: 5.0872 2021-06-19 02:49:03,388 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 2 days, 4:42:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.1838 2021-06-19 02:49:14,529 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 2 days, 4:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.2512 2021-06-19 02:49:25,697 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 2 days, 4:42:29, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.3145 2021-06-19 02:49:36,846 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 2 days, 4:42:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.3902 2021-06-19 02:49:47,995 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 2 days, 4:42:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.9809 2021-06-19 02:49:59,148 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 2 days, 4:41:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8070, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.4169 2021-06-19 02:50:10,306 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 2 days, 4:41:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.1690 2021-06-19 02:50:21,452 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 2 days, 4:41:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.9096 2021-06-19 02:50:32,621 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 2 days, 4:41:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.2401 2021-06-19 02:50:43,758 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 2 days, 4:40:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.1943 2021-06-19 02:50:54,915 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 2 days, 4:40:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.0797 2021-06-19 02:51:06,056 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 2 days, 4:40:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.1560 2021-06-19 02:51:17,188 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 2 days, 4:40:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7984, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.3634 2021-06-19 02:51:28,339 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 2 days, 4:39:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8063, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.0934 2021-06-19 02:51:39,473 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 2 days, 4:39:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.1367 2021-06-19 02:51:50,626 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 2 days, 4:39:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8281, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.0040 2021-06-19 02:52:01,780 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 2 days, 4:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.1805 2021-06-19 02:52:12,914 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 2 days, 4:39:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8148, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.0837 2021-06-19 02:52:27,753 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-06-19 02:54:17,358 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 2 days, 4:49:21, time: 5.434, data_time: 4.876, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8234, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.2741 2021-06-19 02:54:28,488 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 2 days, 4:49:07, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.1097 2021-06-19 02:54:39,590 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 2 days, 4:48:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.0278 2021-06-19 02:54:50,693 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 2 days, 4:48:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8273, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.0092 2021-06-19 02:55:01,827 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 2 days, 4:48:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8359, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.1286 2021-06-19 02:55:12,945 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 2 days, 4:48:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8227, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.2831 2021-06-19 02:55:24,091 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 2 days, 4:47:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.0035 2021-06-19 02:55:35,218 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 2 days, 4:47:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.0688 2021-06-19 02:55:46,343 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 2 days, 4:47:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.1000 2021-06-19 02:55:57,474 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 2 days, 4:47:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.2547 2021-06-19 02:56:08,600 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 2 days, 4:46:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.1386 2021-06-19 02:56:19,738 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 2 days, 4:46:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.9753 2021-06-19 02:56:30,883 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 2 days, 4:46:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.9566 2021-06-19 02:56:42,000 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 2 days, 4:46:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.1895 2021-06-19 02:56:53,136 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 2 days, 4:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.1485 2021-06-19 02:57:04,274 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 2 days, 4:45:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.0559 2021-06-19 02:57:15,392 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 2 days, 4:45:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.0970 2021-06-19 02:57:26,533 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 2 days, 4:45:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8391, loss_cls: 1.6052, loss: 1.6052, grad_norm: 5.1063 2021-06-19 02:57:37,651 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 2 days, 4:45:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8211, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.1076 2021-06-19 02:57:48,783 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 2 days, 4:44:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.0195 2021-06-19 02:57:59,909 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 2 days, 4:44:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.1942 2021-06-19 02:58:11,043 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 2 days, 4:44:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8125, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.9968 2021-06-19 02:58:22,169 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 2 days, 4:44:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8266, loss_cls: 1.6545, loss: 1.6545, grad_norm: 5.1489 2021-06-19 02:58:33,300 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 2 days, 4:43:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8289, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.0714 2021-06-19 02:58:44,456 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 2 days, 4:43:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.1400 2021-06-19 02:58:55,595 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 2 days, 4:43:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8328, loss_cls: 1.5804, loss: 1.5804, grad_norm: 4.9415 2021-06-19 02:59:06,749 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 2 days, 4:43:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.8488 2021-06-19 02:59:17,890 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 2 days, 4:42:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.9591 2021-06-19 02:59:29,013 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 2 days, 4:42:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.1402 2021-06-19 02:59:40,156 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 2 days, 4:42:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8273, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.0702 2021-06-19 02:59:51,283 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 2 days, 4:42:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8359, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.0810 2021-06-19 03:00:02,423 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 2 days, 4:42:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.2960 2021-06-19 03:00:13,530 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 2 days, 4:41:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.0843 2021-06-19 03:00:24,689 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 2 days, 4:41:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8203, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.2228 2021-06-19 03:00:35,881 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 2 days, 4:41:19, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8039, loss_cls: 1.7373, loss: 1.7373, grad_norm: 5.1643 2021-06-19 03:00:46,979 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 2 days, 4:41:05, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.3868 2021-06-19 03:00:58,126 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 2 days, 4:40:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8180, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.2713 2021-06-19 03:01:09,273 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 2 days, 4:40:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.2376 2021-06-19 03:01:20,410 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 2 days, 4:40:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.1256 2021-06-19 03:01:31,563 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 2 days, 4:40:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.0784 2021-06-19 03:01:42,695 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 2 days, 4:39:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.9913 2021-06-19 03:01:53,816 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 2 days, 4:39:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.1627 2021-06-19 03:02:04,941 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 2 days, 4:39:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8242, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.1797 2021-06-19 03:02:16,063 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 2 days, 4:39:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.2494 2021-06-19 03:02:27,221 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 2 days, 4:38:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.3081 2021-06-19 03:02:38,384 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 2 days, 4:38:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.0700 2021-06-19 03:02:49,535 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 2 days, 4:38:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.9567 2021-06-19 03:03:00,677 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 2 days, 4:38:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.1194 2021-06-19 03:03:11,803 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 2 days, 4:38:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.0731 2021-06-19 03:03:22,938 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 2 days, 4:37:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.1824 2021-06-19 03:03:34,088 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 2 days, 4:37:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.1918 2021-06-19 03:03:45,252 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 2 days, 4:37:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.0914 2021-06-19 03:03:56,394 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 2 days, 4:37:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8336, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.1343 2021-06-19 03:04:07,506 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 2 days, 4:36:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.9984 2021-06-19 03:04:18,647 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 2 days, 4:36:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8203, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.2104 2021-06-19 03:04:29,771 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 2 days, 4:36:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.2577 2021-06-19 03:04:40,906 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 2 days, 4:36:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.0857 2021-06-19 03:04:52,060 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 2 days, 4:35:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.0992 2021-06-19 03:05:03,185 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 2 days, 4:35:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.1601 2021-06-19 03:05:14,280 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 2 days, 4:35:27, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.2289 2021-06-19 03:05:25,427 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 2 days, 4:35:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.1985 2021-06-19 03:05:36,561 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 2 days, 4:34:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.1457 2021-06-19 03:05:47,726 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 2 days, 4:34:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.1217 2021-06-19 03:05:58,857 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 2 days, 4:34:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8234, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.3094 2021-06-19 03:06:10,003 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 2 days, 4:34:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3592 2021-06-19 03:06:21,133 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 2 days, 4:34:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.0577 2021-06-19 03:06:32,278 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 2 days, 4:33:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.0785 2021-06-19 03:06:43,422 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 2 days, 4:33:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.9106 2021-06-19 03:06:54,545 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 2 days, 4:33:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8031, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.2334 2021-06-19 03:07:05,695 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 2 days, 4:33:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.1568 2021-06-19 03:07:16,825 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 2 days, 4:32:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.0320 2021-06-19 03:07:27,975 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 2 days, 4:32:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.9864 2021-06-19 03:07:39,083 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 2 days, 4:32:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6909, loss: 1.6909, grad_norm: 4.9939 2021-06-19 03:07:50,204 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 2 days, 4:32:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8320, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.9510 2021-06-19 03:08:01,330 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 2 days, 4:31:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.2058 2021-06-19 03:08:12,490 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 2 days, 4:31:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8375, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.2221 2021-06-19 03:08:23,671 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 2 days, 4:31:30, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.2445 2021-06-19 03:08:34,770 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 2 days, 4:31:15, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.2299 2021-06-19 03:08:45,910 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 2 days, 4:31:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.0163 2021-06-19 03:08:57,047 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 2 days, 4:30:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.2008 2021-06-19 03:09:08,187 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 2 days, 4:30:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.2193 2021-06-19 03:09:19,312 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 2 days, 4:30:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6377, loss: 1.6377, grad_norm: 4.9792 2021-06-19 03:09:30,440 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 2 days, 4:30:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.1269 2021-06-19 03:09:41,586 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 2 days, 4:29:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8242, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.0814 2021-06-19 03:09:52,722 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 2 days, 4:29:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.1084 2021-06-19 03:10:03,849 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 2 days, 4:29:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.2257 2021-06-19 03:10:14,985 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 2 days, 4:29:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8227, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.2147 2021-06-19 03:10:26,138 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 2 days, 4:28:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.2487 2021-06-19 03:10:37,263 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 2 days, 4:28:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6771, loss: 1.6771, grad_norm: 5.0322 2021-06-19 03:10:48,397 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 2 days, 4:28:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8242, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.1557 2021-06-19 03:10:59,490 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 2 days, 4:28:13, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8125, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.2121 2021-06-19 03:11:10,607 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 2 days, 4:27:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.2593 2021-06-19 03:11:21,753 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 2 days, 4:27:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.0927 2021-06-19 03:11:32,888 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 2 days, 4:27:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.0758 2021-06-19 03:11:44,042 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 2 days, 4:27:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8398, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.1516 2021-06-19 03:11:55,185 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 2 days, 4:27:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8070, loss_cls: 1.7900, loss: 1.7900, grad_norm: 5.3069 2021-06-19 03:12:06,308 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 2 days, 4:26:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.3696 2021-06-19 03:12:17,439 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 2 days, 4:26:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8359, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.1011 2021-06-19 03:12:28,591 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 2 days, 4:26:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.1580 2021-06-19 03:12:39,710 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 2 days, 4:26:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.9960 2021-06-19 03:12:50,852 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 2 days, 4:25:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.1856 2021-06-19 03:13:01,966 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 2 days, 4:25:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8375, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.1271 2021-06-19 03:13:13,115 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 2 days, 4:25:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.3067 2021-06-19 03:13:24,251 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 2 days, 4:25:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8258, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.1774 2021-06-19 03:13:35,406 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 2 days, 4:24:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8023, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.0943 2021-06-19 03:13:46,551 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 2 days, 4:24:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8313, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.2081 2021-06-19 03:13:57,692 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 2 days, 4:24:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8219, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.2735 2021-06-19 03:14:08,819 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 2 days, 4:24:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.2272 2021-06-19 03:14:19,967 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 2 days, 4:24:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.1627 2021-06-19 03:14:31,094 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 2 days, 4:23:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.2242 2021-06-19 03:14:42,274 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 2 days, 4:23:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.3275 2021-06-19 03:14:53,406 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 2 days, 4:23:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.0336 2021-06-19 03:15:04,566 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 2 days, 4:23:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1294 2021-06-19 03:15:15,696 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 2 days, 4:22:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.1016 2021-06-19 03:15:26,842 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 2 days, 4:22:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.2701 2021-06-19 03:15:37,982 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 2 days, 4:22:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.2798 2021-06-19 03:15:49,123 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 2 days, 4:22:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8039, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.3244 2021-06-19 03:16:00,268 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 2 days, 4:21:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.9822 2021-06-19 03:16:11,407 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 2 days, 4:21:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.1891 2021-06-19 03:16:22,524 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 2 days, 4:21:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8180, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.0573 2021-06-19 03:16:33,665 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 2 days, 4:21:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.1418 2021-06-19 03:16:44,807 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 2 days, 4:21:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8227, loss_cls: 1.7348, loss: 1.7348, grad_norm: 5.2946 2021-06-19 03:16:55,951 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 2 days, 4:20:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.3335 2021-06-19 03:17:07,067 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 2 days, 4:20:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8141, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.1171 2021-06-19 03:17:18,211 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 2 days, 4:20:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8344, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.3601 2021-06-19 03:17:29,356 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 2 days, 4:20:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8008, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.1508 2021-06-19 03:17:40,496 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 2 days, 4:19:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8359, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.2532 2021-06-19 03:17:51,617 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 2 days, 4:19:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8281, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.9815 2021-06-19 03:18:02,768 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 2 days, 4:19:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.3642 2021-06-19 03:18:13,892 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 2 days, 4:19:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.1119 2021-06-19 03:18:25,036 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 2 days, 4:18:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8195, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.2142 2021-06-19 03:18:36,180 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 2 days, 4:18:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.0214 2021-06-19 03:18:47,334 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 2 days, 4:18:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.2636 2021-06-19 03:18:58,467 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 2 days, 4:18:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8273, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.8536 2021-06-19 03:19:09,614 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 2 days, 4:18:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8227, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.3738 2021-06-19 03:19:20,756 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 2 days, 4:17:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.0541 2021-06-19 03:19:31,892 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 2 days, 4:17:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.3895 2021-06-19 03:19:43,033 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 2 days, 4:17:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7221, loss: 1.7221, grad_norm: 5.2154 2021-06-19 03:19:54,171 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 2 days, 4:17:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.2506 2021-06-19 03:20:05,328 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 2 days, 4:16:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.2110 2021-06-19 03:20:16,460 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 2 days, 4:16:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.2323 2021-06-19 03:20:27,602 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 2 days, 4:16:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8305, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.1837 2021-06-19 03:20:38,728 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 2 days, 4:16:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8266, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.1295 2021-06-19 03:20:49,875 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 2 days, 4:15:57, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8336, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.2050 2021-06-19 03:21:01,000 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 2 days, 4:15:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.0889 2021-06-19 03:21:12,130 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 2 days, 4:15:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.3168 2021-06-19 03:21:23,260 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 2 days, 4:15:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.1867 2021-06-19 03:21:34,399 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 2 days, 4:15:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.2292 2021-06-19 03:21:45,548 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 2 days, 4:14:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.1596 2021-06-19 03:21:56,707 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 2 days, 4:14:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.9875 2021-06-19 03:22:07,844 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 2 days, 4:14:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.8010, loss: 1.8010, grad_norm: 5.3309 2021-06-19 03:22:18,991 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 2 days, 4:14:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.1793 2021-06-19 03:22:30,103 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 2 days, 4:13:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.1727 2021-06-19 03:22:41,226 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 2 days, 4:13:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.4519 2021-06-19 03:22:52,377 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 2 days, 4:13:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.2364 2021-06-19 03:23:03,524 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 2 days, 4:13:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8148, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.1368 2021-06-19 03:23:14,683 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 2 days, 4:12:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8344, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.9538 2021-06-19 03:23:25,814 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 2 days, 4:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.0149 2021-06-19 03:23:36,956 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 2 days, 4:12:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8328, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.0817 2021-06-19 03:23:48,100 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 2 days, 4:12:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2060 2021-06-19 03:23:59,219 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 2 days, 4:12:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.1365 2021-06-19 03:24:10,351 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 2 days, 4:11:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.3434 2021-06-19 03:24:21,492 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 2 days, 4:11:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.0793 2021-06-19 03:24:32,625 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 2 days, 4:11:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.1741 2021-06-19 03:24:43,782 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 2 days, 4:11:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.9953 2021-06-19 03:24:54,925 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 2 days, 4:10:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8234, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.0082 2021-06-19 03:25:06,103 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 2 days, 4:10:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.0428 2021-06-19 03:25:17,227 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 2 days, 4:10:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8000, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.2835 2021-06-19 03:25:28,380 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 2 days, 4:10:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8258, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.2893 2021-06-19 03:25:39,550 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 2 days, 4:09:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.3334 2021-06-19 03:25:50,681 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 2 days, 4:09:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8227, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.1579 2021-06-19 03:26:01,801 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 2 days, 4:09:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.2235 2021-06-19 03:26:12,933 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 2 days, 4:09:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8211, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.3030 2021-06-19 03:26:24,078 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 2 days, 4:09:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.9550 2021-06-19 03:26:35,216 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 2 days, 4:08:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8234, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.0567 2021-06-19 03:26:46,367 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 2 days, 4:08:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8180, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.0820 2021-06-19 03:26:57,507 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 2 days, 4:08:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.0959 2021-06-19 03:27:08,680 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 2 days, 4:08:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.1261 2021-06-19 03:27:19,822 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 2 days, 4:07:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8203, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.0384 2021-06-19 03:27:30,945 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 2 days, 4:07:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8211, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.2335 2021-06-19 03:27:42,108 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 2 days, 4:07:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8008, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.0771 2021-06-19 03:27:53,266 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 2 days, 4:07:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.1329 2021-06-19 03:28:04,403 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 2 days, 4:07:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.2159 2021-06-19 03:28:15,544 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 2 days, 4:06:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.9452 2021-06-19 03:28:26,688 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 2 days, 4:06:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7336, loss: 1.7336, grad_norm: 5.0531 2021-06-19 03:28:37,818 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 2 days, 4:06:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.9589 2021-06-19 03:28:48,940 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 2 days, 4:06:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.9627 2021-06-19 03:29:00,326 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-06-19 03:30:19,258 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 2 days, 4:12:04, time: 3.905, data_time: 3.310, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.8463 2021-06-19 03:30:30,399 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 2 days, 4:11:50, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8273, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.0640 2021-06-19 03:30:41,492 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 2 days, 4:11:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.3042 2021-06-19 03:30:52,609 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 2 days, 4:11:22, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.1024 2021-06-19 03:31:03,716 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 2 days, 4:11:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.9556 2021-06-19 03:31:14,822 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 2 days, 4:10:54, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8336, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.1313 2021-06-19 03:31:25,952 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 2 days, 4:10:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.1315 2021-06-19 03:31:37,060 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 2 days, 4:10:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.2752 2021-06-19 03:31:48,184 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 2 days, 4:10:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7279, loss: 1.7279, grad_norm: 5.0473 2021-06-19 03:31:59,314 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 2 days, 4:09:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.2592 2021-06-19 03:32:10,449 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 2 days, 4:09:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.2785 2021-06-19 03:32:21,581 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 2 days, 4:09:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.1852 2021-06-19 03:32:32,705 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 2 days, 4:09:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.0964 2021-06-19 03:32:43,850 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 2 days, 4:09:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.1422 2021-06-19 03:32:54,987 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 2 days, 4:08:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.9521 2021-06-19 03:33:06,104 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 2 days, 4:08:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.1877 2021-06-19 03:33:17,222 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 2 days, 4:08:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.2069 2021-06-19 03:33:28,381 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 2 days, 4:08:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.3178 2021-06-19 03:33:39,500 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 2 days, 4:07:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.1866 2021-06-19 03:33:50,638 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 2 days, 4:07:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.1295 2021-06-19 03:34:01,775 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 2 days, 4:07:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8367, loss_cls: 1.6125, loss: 1.6125, grad_norm: 5.1246 2021-06-19 03:34:12,913 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 2 days, 4:07:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.1676 2021-06-19 03:34:24,046 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 2 days, 4:06:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.0815 2021-06-19 03:34:35,187 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 2 days, 4:06:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.2544 2021-06-19 03:34:46,322 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 2 days, 4:06:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8445, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.0530 2021-06-19 03:34:57,480 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 2 days, 4:06:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.1592 2021-06-19 03:35:08,625 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 2 days, 4:06:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8297, loss_cls: 1.6317, loss: 1.6317, grad_norm: 5.3503 2021-06-19 03:35:19,753 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 2 days, 4:05:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8422, loss_cls: 1.6051, loss: 1.6051, grad_norm: 5.3277 2021-06-19 03:35:30,904 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 2 days, 4:05:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8297, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.2340 2021-06-19 03:35:42,045 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 2 days, 4:05:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.1473 2021-06-19 03:35:53,236 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 2 days, 4:05:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.1276 2021-06-19 03:36:04,333 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 2 days, 4:04:53, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8187, loss_cls: 1.6971, loss: 1.6971, grad_norm: 5.1415 2021-06-19 03:36:15,472 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 2 days, 4:04:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.0420 2021-06-19 03:36:26,610 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 2 days, 4:04:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.9879 2021-06-19 03:36:37,759 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 2 days, 4:04:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.3924 2021-06-19 03:36:48,952 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 2 days, 4:03:58, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8422, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.0925 2021-06-19 03:37:00,044 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 2 days, 4:03:44, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.9794 2021-06-19 03:37:11,161 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 2 days, 4:03:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.0602 2021-06-19 03:37:22,283 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 2 days, 4:03:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.3167 2021-06-19 03:37:33,411 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 2 days, 4:03:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.2013 2021-06-19 03:37:44,587 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 2 days, 4:02:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.1381 2021-06-19 03:37:55,720 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 2 days, 4:02:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.2036 2021-06-19 03:38:06,870 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 2 days, 4:02:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.1418 2021-06-19 03:38:18,015 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 2 days, 4:02:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8141, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.1728 2021-06-19 03:38:29,132 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 2 days, 4:01:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.0804 2021-06-19 03:38:40,274 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 2 days, 4:01:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8406, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.0200 2021-06-19 03:38:51,404 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 2 days, 4:01:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.0888 2021-06-19 03:39:02,555 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 2 days, 4:01:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8172, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.1945 2021-06-19 03:39:13,696 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 2 days, 4:00:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.3597 2021-06-19 03:39:24,821 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 2 days, 4:00:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.6172, loss: 1.6172, grad_norm: 4.9071 2021-06-19 03:39:35,969 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 2 days, 4:00:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6645, loss: 1.6645, grad_norm: 5.1757 2021-06-19 03:39:47,139 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 2 days, 4:00:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.2184 2021-06-19 03:39:58,274 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 2 days, 4:00:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8203, loss_cls: 1.7221, loss: 1.7221, grad_norm: 5.2208 2021-06-19 03:40:09,420 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 2 days, 3:59:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.2227 2021-06-19 03:40:20,532 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 2 days, 3:59:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8242, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.1951 2021-06-19 03:40:31,673 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 2 days, 3:59:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8289, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.2373 2021-06-19 03:40:42,802 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 2 days, 3:59:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.1096 2021-06-19 03:40:53,956 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 2 days, 3:58:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8070, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.3264 2021-06-19 03:41:05,090 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 2 days, 3:58:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.2440 2021-06-19 03:41:16,216 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 2 days, 3:58:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.6154, loss: 1.6154, grad_norm: 4.9178 2021-06-19 03:41:27,343 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 2 days, 3:58:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.0083 2021-06-19 03:41:38,477 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 2 days, 3:57:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.0678 2021-06-19 03:41:49,617 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 2 days, 3:57:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5877, loss: 1.5877, grad_norm: 5.1812 2021-06-19 03:42:00,768 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 2 days, 3:57:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.3213 2021-06-19 03:42:11,923 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 2 days, 3:57:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.0922 2021-06-19 03:42:23,042 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 2 days, 3:57:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.4908 2021-06-19 03:42:34,189 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 2 days, 3:56:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8266, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.1612 2021-06-19 03:42:45,322 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 2 days, 3:56:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.1989 2021-06-19 03:42:56,468 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 2 days, 3:56:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8281, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.2347 2021-06-19 03:43:07,619 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 2 days, 3:56:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.0892 2021-06-19 03:43:18,733 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 2 days, 3:55:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.1585 2021-06-19 03:43:29,867 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 2 days, 3:55:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.1891 2021-06-19 03:43:40,981 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 2 days, 3:55:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8305, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.1735 2021-06-19 03:43:52,156 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 2 days, 3:55:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8344, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.2415 2021-06-19 03:44:03,357 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 2 days, 3:55:00, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.1372 2021-06-19 03:44:14,444 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 2 days, 3:54:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8234, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.0798 2021-06-19 03:44:25,573 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 2 days, 3:54:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.9866 2021-06-19 03:44:36,704 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 2 days, 3:54:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.0253 2021-06-19 03:44:47,845 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 2 days, 3:54:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.1309 2021-06-19 03:44:58,991 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 2 days, 3:53:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.0565 2021-06-19 03:45:10,143 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 2 days, 3:53:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8273, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.1533 2021-06-19 03:45:21,278 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 2 days, 3:53:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6086, loss: 1.6086, grad_norm: 5.1826 2021-06-19 03:45:32,406 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 2 days, 3:53:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8219, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.1012 2021-06-19 03:45:43,560 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 2 days, 3:52:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.1822 2021-06-19 03:45:54,699 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 2 days, 3:52:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8031, loss_cls: 1.7512, loss: 1.7512, grad_norm: 5.2125 2021-06-19 03:46:05,829 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 2 days, 3:52:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.0738 2021-06-19 03:46:16,960 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 2 days, 3:52:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7354, loss: 1.7354, grad_norm: 5.3530 2021-06-19 03:46:28,094 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 2 days, 3:52:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.1808 2021-06-19 03:46:39,227 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 2 days, 3:51:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.1663 2021-06-19 03:46:50,375 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 2 days, 3:51:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.2475 2021-06-19 03:47:01,532 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 2 days, 3:51:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.0412 2021-06-19 03:47:12,642 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 2 days, 3:51:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8383, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.3011 2021-06-19 03:47:23,794 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 2 days, 3:50:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.0659 2021-06-19 03:47:34,902 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 2 days, 3:50:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8305, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.0987 2021-06-19 03:47:46,043 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 2 days, 3:50:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.0681 2021-06-19 03:47:57,171 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 2 days, 3:50:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.1985 2021-06-19 03:48:08,306 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 2 days, 3:49:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.2053 2021-06-19 03:48:19,438 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 2 days, 3:49:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.2443 2021-06-19 03:48:30,589 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 2 days, 3:49:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8187, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.1569 2021-06-19 03:48:41,698 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 2 days, 3:49:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8344, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.2697 2021-06-19 03:48:52,844 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 2 days, 3:49:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8477, loss_cls: 1.5440, loss: 1.5440, grad_norm: 4.8185 2021-06-19 03:49:03,978 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 2 days, 3:48:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.3277 2021-06-19 03:49:15,130 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 2 days, 3:48:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.9990 2021-06-19 03:49:26,277 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 2 days, 3:48:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.9712 2021-06-19 03:49:37,416 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 2 days, 3:48:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.0902 2021-06-19 03:49:48,554 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 2 days, 3:47:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.1367 2021-06-19 03:49:59,681 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 2 days, 3:47:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.9587 2021-06-19 03:50:10,852 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 2 days, 3:47:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8219, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.2709 2021-06-19 03:50:21,979 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 2 days, 3:47:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.3101 2021-06-19 03:50:33,111 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 2 days, 3:46:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6069, loss: 1.6069, grad_norm: 4.9946 2021-06-19 03:50:44,246 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 2 days, 3:46:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.3216 2021-06-19 03:50:55,376 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 2 days, 3:46:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8289, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.1001 2021-06-19 03:51:06,514 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 2 days, 3:46:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.0390 2021-06-19 03:51:17,639 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 2 days, 3:46:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8359, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.2283 2021-06-19 03:51:28,771 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 2 days, 3:45:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6429, loss: 1.6429, grad_norm: 5.3994 2021-06-19 03:51:39,900 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 2 days, 3:45:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.2828 2021-06-19 03:51:51,035 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 2 days, 3:45:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.2818 2021-06-19 03:52:02,167 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 2 days, 3:45:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8367, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.1693 2021-06-19 03:52:13,308 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 2 days, 3:44:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7614, loss: 1.7614, grad_norm: 5.2745 2021-06-19 03:52:24,446 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 2 days, 3:44:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.3011 2021-06-19 03:52:35,582 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 2 days, 3:44:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.1638 2021-06-19 03:52:46,705 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 2 days, 3:44:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.9365 2021-06-19 03:52:57,852 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 2 days, 3:44:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8133, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.2417 2021-06-19 03:53:08,987 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 2 days, 3:43:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.1392 2021-06-19 03:53:20,111 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 2 days, 3:43:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.4477 2021-06-19 03:53:31,231 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 2 days, 3:43:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8242, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.3230 2021-06-19 03:53:42,362 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 2 days, 3:43:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.9674 2021-06-19 03:53:53,494 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 2 days, 3:42:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.9520 2021-06-19 03:54:04,637 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 2 days, 3:42:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.0955 2021-06-19 03:54:15,761 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 2 days, 3:42:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.1969 2021-06-19 03:54:26,906 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 2 days, 3:42:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8195, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.0857 2021-06-19 03:54:38,042 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 2 days, 3:41:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.4254 2021-06-19 03:54:49,192 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 2 days, 3:41:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8164, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.2048 2021-06-19 03:55:00,376 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 2 days, 3:41:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8477, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.9596 2021-06-19 03:55:11,509 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 2 days, 3:41:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8336, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.2916 2021-06-19 03:55:22,620 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 2 days, 3:41:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.0386 2021-06-19 03:55:33,752 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 2 days, 3:40:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.0465 2021-06-19 03:55:44,878 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 2 days, 3:40:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.3126 2021-06-19 03:55:56,036 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 2 days, 3:40:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.9532 2021-06-19 03:56:07,177 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 2 days, 3:40:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.1046 2021-06-19 03:56:18,308 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 2 days, 3:39:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8203, loss_cls: 1.6774, loss: 1.6774, grad_norm: 5.0711 2021-06-19 03:56:29,451 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 2 days, 3:39:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.9930 2021-06-19 03:56:40,609 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 2 days, 3:39:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.1881 2021-06-19 03:56:51,731 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 2 days, 3:39:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8187, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.0043 2021-06-19 03:57:02,869 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 2 days, 3:39:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.0694 2021-06-19 03:57:14,001 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 2 days, 3:38:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.0892 2021-06-19 03:57:25,118 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 2 days, 3:38:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8008, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.0572 2021-06-19 03:57:36,240 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 2 days, 3:38:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.0990 2021-06-19 03:57:47,376 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 2 days, 3:38:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.3071 2021-06-19 03:57:58,524 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 2 days, 3:37:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.9680 2021-06-19 03:58:09,652 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 2 days, 3:37:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.2037 2021-06-19 03:58:20,781 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 2 days, 3:37:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.1267 2021-06-19 03:58:31,904 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 2 days, 3:37:11, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8211, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.1679 2021-06-19 03:58:43,065 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 2 days, 3:36:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.1742 2021-06-19 03:58:54,204 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 2 days, 3:36:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8297, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.1625 2021-06-19 03:59:05,301 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 2 days, 3:36:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8258, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.0375 2021-06-19 03:59:16,440 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 2 days, 3:36:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8227, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.1712 2021-06-19 03:59:27,565 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 2 days, 3:36:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.0425 2021-06-19 03:59:38,696 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 2 days, 3:35:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2122 2021-06-19 03:59:49,819 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 2 days, 3:35:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8227, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.2309 2021-06-19 04:00:00,956 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 2 days, 3:35:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.2500 2021-06-19 04:00:12,098 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 2 days, 3:35:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8287, loss: 1.8287, grad_norm: 5.2694 2021-06-19 04:00:23,248 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 2 days, 3:34:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8234, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.3489 2021-06-19 04:00:34,374 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 2 days, 3:34:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.1963 2021-06-19 04:00:45,525 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 2 days, 3:34:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.1548 2021-06-19 04:00:56,683 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 2 days, 3:34:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8234, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.1791 2021-06-19 04:01:07,842 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 2 days, 3:34:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8344, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.2053 2021-06-19 04:01:18,966 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 2 days, 3:33:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8289, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.0429 2021-06-19 04:01:30,102 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 2 days, 3:33:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.4065 2021-06-19 04:01:41,231 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 2 days, 3:33:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.1312 2021-06-19 04:01:52,361 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 2 days, 3:33:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.1173 2021-06-19 04:02:03,518 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 2 days, 3:32:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.3575 2021-06-19 04:02:14,595 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 2 days, 3:32:39, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.6201, loss: 1.6201, grad_norm: 4.9619 2021-06-19 04:02:25,738 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 2 days, 3:32:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.2400 2021-06-19 04:02:36,894 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 2 days, 3:32:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8172, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.3377 2021-06-19 04:02:48,028 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 2 days, 3:31:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.3749 2021-06-19 04:02:59,189 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 2 days, 3:31:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.0828 2021-06-19 04:03:10,335 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 2 days, 3:31:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8242, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.2636 2021-06-19 04:03:21,453 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 2 days, 3:31:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7206, loss: 1.7206, grad_norm: 4.9922 2021-06-19 04:03:32,603 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 2 days, 3:31:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.3570 2021-06-19 04:03:43,734 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 2 days, 3:30:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8305, loss_cls: 1.6334, loss: 1.6334, grad_norm: 5.0124 2021-06-19 04:03:54,881 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 2 days, 3:30:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.0543 2021-06-19 04:04:06,032 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 2 days, 3:30:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8297, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.1162 2021-06-19 04:04:17,169 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 2 days, 3:30:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8031, loss_cls: 1.7898, loss: 1.7898, grad_norm: 5.1211 2021-06-19 04:04:28,325 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 2 days, 3:29:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.2623 2021-06-19 04:04:39,494 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 2 days, 3:29:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.2337 2021-06-19 04:04:50,597 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 2 days, 3:29:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.0963 2021-06-19 04:05:01,751 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-06-19 04:06:19,396 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 2 days, 3:34:52, time: 3.856, data_time: 3.250, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.2451 2021-06-19 04:06:30,525 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 2 days, 3:34:38, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.9676 2021-06-19 04:06:41,643 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 2 days, 3:34:24, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8305, loss_cls: 1.5956, loss: 1.5956, grad_norm: 5.0403 2021-06-19 04:06:52,718 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 2 days, 3:34:10, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.1191 2021-06-19 04:07:03,843 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 2 days, 3:33:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.1017 2021-06-19 04:07:14,920 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 2 days, 3:33:43, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8266, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.2175 2021-06-19 04:07:26,049 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 2 days, 3:33:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.1307 2021-06-19 04:07:37,185 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 2 days, 3:33:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.2672 2021-06-19 04:07:48,313 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 2 days, 3:33:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5818, loss: 1.5818, grad_norm: 4.9860 2021-06-19 04:07:59,430 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 2 days, 3:32:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.1791 2021-06-19 04:08:10,561 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 2 days, 3:32:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6396, loss: 1.6396, grad_norm: 5.2213 2021-06-19 04:08:21,704 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 2 days, 3:32:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8313, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.0789 2021-06-19 04:08:32,847 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 2 days, 3:32:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5791, loss: 1.5791, grad_norm: 4.9987 2021-06-19 04:08:43,979 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 2 days, 3:31:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8398, loss_cls: 1.5506, loss: 1.5506, grad_norm: 5.2234 2021-06-19 04:08:55,126 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 2 days, 3:31:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.2616 2021-06-19 04:09:06,269 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 2 days, 3:31:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8516, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.2496 2021-06-19 04:09:17,404 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 2 days, 3:31:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8531, loss_cls: 1.5125, loss: 1.5125, grad_norm: 5.0193 2021-06-19 04:09:28,561 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 2 days, 3:30:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.4586 2021-06-19 04:09:39,700 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 2 days, 3:30:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8492, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.2516 2021-06-19 04:09:50,833 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 2 days, 3:30:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.4708 2021-06-19 04:10:02,039 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 2 days, 3:30:18, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.1693 2021-06-19 04:10:13,196 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 2 days, 3:30:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.1236 2021-06-19 04:10:24,325 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 2 days, 3:29:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.1434 2021-06-19 04:10:35,471 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 2 days, 3:29:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8438, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.2414 2021-06-19 04:10:46,612 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 2 days, 3:29:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.2610 2021-06-19 04:10:57,726 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 2 days, 3:29:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8164, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.2303 2021-06-19 04:11:08,874 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 2 days, 3:28:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.0434 2021-06-19 04:11:20,001 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 2 days, 3:28:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.1615 2021-06-19 04:11:31,146 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 2 days, 3:28:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8000, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.1687 2021-06-19 04:11:42,296 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 2 days, 3:28:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6251, loss: 1.6251, grad_norm: 5.1505 2021-06-19 04:11:53,421 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 2 days, 3:28:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.0041 2021-06-19 04:12:04,564 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 2 days, 3:27:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.2175 2021-06-19 04:12:15,708 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 2 days, 3:27:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8320, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.1864 2021-06-19 04:12:26,834 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 2 days, 3:27:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.1145 2021-06-19 04:12:37,975 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 2 days, 3:27:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.0222 2021-06-19 04:12:49,107 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 2 days, 3:26:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.0214 2021-06-19 04:13:00,238 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 2 days, 3:26:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.2612 2021-06-19 04:13:11,342 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 2 days, 3:26:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.1508 2021-06-19 04:13:22,434 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 2 days, 3:26:12, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.2409 2021-06-19 04:13:33,521 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 2 days, 3:25:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.6297, loss: 1.6297, grad_norm: 5.1276 2021-06-19 04:13:44,770 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 2 days, 3:25:45, time: 0.562, data_time: 0.008, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8289, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.2890 2021-06-19 04:13:55,901 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 2 days, 3:25:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.2004 2021-06-19 04:14:07,027 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 2 days, 3:25:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.2562 2021-06-19 04:14:18,150 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 2 days, 3:25:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.1269 2021-06-19 04:14:29,299 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 2 days, 3:24:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8273, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.1875 2021-06-19 04:14:40,452 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 2 days, 3:24:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8242, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.2228 2021-06-19 04:14:51,602 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 2 days, 3:24:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8227, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.2631 2021-06-19 04:15:02,764 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 2 days, 3:24:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8375, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.1395 2021-06-19 04:15:13,859 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 2 days, 3:23:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.2627 2021-06-19 04:15:25,014 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 2 days, 3:23:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.1340 2021-06-19 04:15:36,125 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 2 days, 3:23:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.1451 2021-06-19 04:15:47,281 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 2 days, 3:23:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8398, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.0675 2021-06-19 04:15:58,412 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 2 days, 3:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.3030 2021-06-19 04:16:09,544 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 2 days, 3:22:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 1.6714, loss: 1.6714, grad_norm: 5.0353 2021-06-19 04:16:20,668 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 2 days, 3:22:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8359, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.2595 2021-06-19 04:16:31,813 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 2 days, 3:22:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8219, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.0930 2021-06-19 04:16:42,954 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 2 days, 3:22:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.1736 2021-06-19 04:16:54,118 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 2 days, 3:21:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.0608 2021-06-19 04:17:05,257 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 2 days, 3:21:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.2754 2021-06-19 04:17:16,393 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 2 days, 3:21:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8227, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.1586 2021-06-19 04:17:27,513 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 2 days, 3:21:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.0652 2021-06-19 04:17:38,655 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 2 days, 3:21:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8203, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.3242 2021-06-19 04:17:49,815 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 2 days, 3:20:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8164, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.1948 2021-06-19 04:18:00,950 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 2 days, 3:20:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8422, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.1831 2021-06-19 04:18:12,076 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 2 days, 3:20:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.2242 2021-06-19 04:18:23,241 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 2 days, 3:20:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.1099 2021-06-19 04:18:34,386 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 2 days, 3:19:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8328, loss_cls: 1.6592, loss: 1.6592, grad_norm: 5.1666 2021-06-19 04:18:45,532 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 2 days, 3:19:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.0627 2021-06-19 04:18:56,673 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 2 days, 3:19:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.1111 2021-06-19 04:19:07,817 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 2 days, 3:19:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8344, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.1754 2021-06-19 04:19:18,951 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 2 days, 3:18:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.0723 2021-06-19 04:19:30,099 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 2 days, 3:18:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8219, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.4197 2021-06-19 04:19:41,246 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 2 days, 3:18:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.6231, loss: 1.6231, grad_norm: 4.9461 2021-06-19 04:19:52,388 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 2 days, 3:18:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.1548 2021-06-19 04:20:03,519 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 2 days, 3:18:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.5695, loss: 1.5695, grad_norm: 5.1349 2021-06-19 04:20:14,616 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 2 days, 3:17:50, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.3011 2021-06-19 04:20:25,702 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 2 days, 3:17:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8352, loss_cls: 1.6177, loss: 1.6177, grad_norm: 5.0844 2021-06-19 04:20:36,807 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 2 days, 3:17:22, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.1824 2021-06-19 04:20:47,904 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 2 days, 3:17:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.3259 2021-06-19 04:20:59,022 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 2 days, 3:16:55, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.2063 2021-06-19 04:21:10,147 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 2 days, 3:16:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.0410 2021-06-19 04:21:21,302 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 2 days, 3:16:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.9046 2021-06-19 04:21:32,443 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 2 days, 3:16:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.2086 2021-06-19 04:21:43,628 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 2 days, 3:16:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.5594 2021-06-19 04:21:54,719 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 2 days, 3:15:47, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.1215 2021-06-19 04:22:05,867 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 2 days, 3:15:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.0361 2021-06-19 04:22:17,002 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 2 days, 3:15:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.0929 2021-06-19 04:22:28,147 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 2 days, 3:15:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.2408 2021-06-19 04:22:39,303 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 2 days, 3:14:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8203, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.2176 2021-06-19 04:22:50,470 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 2 days, 3:14:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.0940 2021-06-19 04:23:01,592 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 2 days, 3:14:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.1379 2021-06-19 04:23:12,726 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 2 days, 3:14:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.1665 2021-06-19 04:23:23,836 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 2 days, 3:13:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7175, loss: 1.7175, grad_norm: 5.2960 2021-06-19 04:23:34,980 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 2 days, 3:13:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8320, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.0322 2021-06-19 04:23:46,117 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 2 days, 3:13:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.3214 2021-06-19 04:23:57,257 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 2 days, 3:13:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.1296 2021-06-19 04:24:08,381 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 2 days, 3:13:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.1530 2021-06-19 04:24:19,515 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 2 days, 3:12:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8242, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.0132 2021-06-19 04:24:30,645 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 2 days, 3:12:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8430, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.1931 2021-06-19 04:24:41,782 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 2 days, 3:12:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.1633 2021-06-19 04:24:52,923 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 2 days, 3:12:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.0197 2021-06-19 04:25:04,073 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 2 days, 3:11:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.2522 2021-06-19 04:25:15,196 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 2 days, 3:11:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8383, loss_cls: 1.5555, loss: 1.5555, grad_norm: 5.1041 2021-06-19 04:25:26,327 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 2 days, 3:11:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8289, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.1782 2021-06-19 04:25:37,454 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 2 days, 3:11:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8187, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.1387 2021-06-19 04:25:48,588 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 2 days, 3:11:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.0919 2021-06-19 04:25:59,713 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 2 days, 3:10:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8492, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.1486 2021-06-19 04:26:10,855 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 2 days, 3:10:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.1584 2021-06-19 04:26:21,984 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 2 days, 3:10:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.0408 2021-06-19 04:26:33,121 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 2 days, 3:10:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.2744 2021-06-19 04:26:44,238 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 2 days, 3:09:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.1282 2021-06-19 04:26:55,384 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 2 days, 3:09:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8070, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.1701 2021-06-19 04:27:06,521 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 2 days, 3:09:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8008, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.3124 2021-06-19 04:27:17,658 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 2 days, 3:09:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7382, loss: 1.7382, grad_norm: 5.1429 2021-06-19 04:27:28,782 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 2 days, 3:09:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.2563 2021-06-19 04:27:39,924 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 2 days, 3:08:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8383, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.1551 2021-06-19 04:27:51,062 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 2 days, 3:08:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8359, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.0895 2021-06-19 04:28:02,205 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 2 days, 3:08:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6103, loss: 1.6103, grad_norm: 5.0958 2021-06-19 04:28:13,335 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 2 days, 3:08:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.3018 2021-06-19 04:28:24,481 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 2 days, 3:07:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8117, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.1425 2021-06-19 04:28:35,628 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 2 days, 3:07:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.1469 2021-06-19 04:28:46,777 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 2 days, 3:07:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.2366 2021-06-19 04:28:57,916 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 2 days, 3:07:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.0455 2021-06-19 04:29:09,054 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 2 days, 3:07:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.2228 2021-06-19 04:29:20,184 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 2 days, 3:06:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.1978 2021-06-19 04:29:31,328 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 2 days, 3:06:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6234, loss: 1.6234, grad_norm: 4.9425 2021-06-19 04:29:42,465 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 2 days, 3:06:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8422, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.1786 2021-06-19 04:29:53,617 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 2 days, 3:06:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8469, loss_cls: 1.5563, loss: 1.5563, grad_norm: 5.0087 2021-06-19 04:30:04,792 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 2 days, 3:05:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.0459 2021-06-19 04:30:15,913 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 2 days, 3:05:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.3287 2021-06-19 04:30:27,044 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 2 days, 3:05:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6747, loss: 1.6747, grad_norm: 5.2830 2021-06-19 04:30:38,183 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 2 days, 3:05:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8305, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.4263 2021-06-19 04:30:49,337 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 2 days, 3:05:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.5916 2021-06-19 04:31:00,475 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 2 days, 3:04:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.3608 2021-06-19 04:31:11,601 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 2 days, 3:04:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8211, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.1289 2021-06-19 04:31:22,736 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 2 days, 3:04:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.0065 2021-06-19 04:31:33,865 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 2 days, 3:04:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.0017 2021-06-19 04:31:44,998 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 2 days, 3:03:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8187, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.2060 2021-06-19 04:31:56,135 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 2 days, 3:03:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8320, loss_cls: 1.6331, loss: 1.6331, grad_norm: 5.0899 2021-06-19 04:32:07,281 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 2 days, 3:03:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8438, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.2068 2021-06-19 04:32:18,412 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 2 days, 3:03:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.0818 2021-06-19 04:32:29,547 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 2 days, 3:02:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.3507 2021-06-19 04:32:40,695 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 2 days, 3:02:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8258, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.0155 2021-06-19 04:32:51,832 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 2 days, 3:02:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8375, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.1060 2021-06-19 04:33:02,955 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 2 days, 3:02:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.1091 2021-06-19 04:33:14,100 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 2 days, 3:02:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.1885 2021-06-19 04:33:25,252 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 2 days, 3:01:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.2534 2021-06-19 04:33:36,413 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 2 days, 3:01:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.3680 2021-06-19 04:33:47,563 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 2 days, 3:01:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8445, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.0185 2021-06-19 04:33:58,694 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 2 days, 3:01:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6794, loss: 1.6794, grad_norm: 5.1855 2021-06-19 04:34:09,833 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 2 days, 3:00:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.1085 2021-06-19 04:34:20,975 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 2 days, 3:00:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6580, loss: 1.6580, grad_norm: 5.0276 2021-06-19 04:34:32,126 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 2 days, 3:00:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.0748 2021-06-19 04:34:43,332 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 2 days, 3:00:18, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.1842 2021-06-19 04:34:54,448 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 2 days, 3:00:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8070, loss_cls: 1.7800, loss: 1.7800, grad_norm: 5.2758 2021-06-19 04:35:05,633 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 2 days, 2:59:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.0477 2021-06-19 04:35:16,760 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 2 days, 2:59:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.1090 2021-06-19 04:35:27,877 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 2 days, 2:59:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.3124 2021-06-19 04:35:39,018 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 2 days, 2:59:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8336, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.1593 2021-06-19 04:35:50,123 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 2 days, 2:58:57, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.3637 2021-06-19 04:36:01,264 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 2 days, 2:58:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.1462 2021-06-19 04:36:12,410 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 2 days, 2:58:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.0352 2021-06-19 04:36:23,541 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 2 days, 2:58:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8281, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.1473 2021-06-19 04:36:34,673 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 2 days, 2:58:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8258, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.1876 2021-06-19 04:36:45,809 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 2 days, 2:57:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.1108 2021-06-19 04:36:56,957 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 2 days, 2:57:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8406, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.1203 2021-06-19 04:37:08,099 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 2 days, 2:57:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.2589 2021-06-19 04:37:19,240 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 2 days, 2:57:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.3512 2021-06-19 04:37:30,372 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 2 days, 2:56:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8328, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.1004 2021-06-19 04:37:41,502 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 2 days, 2:56:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.1167 2021-06-19 04:37:52,644 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 2 days, 2:56:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.1143 2021-06-19 04:38:03,807 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 2 days, 2:56:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.2014 2021-06-19 04:38:14,905 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 2 days, 2:56:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8406, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.1008 2021-06-19 04:38:26,045 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 2 days, 2:55:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8273, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.0690 2021-06-19 04:38:37,177 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 2 days, 2:55:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.2000 2021-06-19 04:38:48,313 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 2 days, 2:55:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.0738 2021-06-19 04:38:59,460 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 2 days, 2:55:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.1465 2021-06-19 04:39:10,594 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 2 days, 2:54:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.1795 2021-06-19 04:39:21,719 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 2 days, 2:54:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.0893 2021-06-19 04:39:32,847 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 2 days, 2:54:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.0749 2021-06-19 04:39:43,986 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 2 days, 2:54:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.0529 2021-06-19 04:39:55,130 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 2 days, 2:54:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.1311 2021-06-19 04:40:06,300 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 2 days, 2:53:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.4004 2021-06-19 04:40:17,448 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 2 days, 2:53:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.2066 2021-06-19 04:40:28,579 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 2 days, 2:53:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8328, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.2149 2021-06-19 04:40:39,721 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 2 days, 2:53:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.2294 2021-06-19 04:40:50,862 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 2 days, 2:52:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.1587 2021-06-19 04:41:03,581 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-06-19 04:42:29,001 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 2 days, 2:58:37, time: 4.253, data_time: 3.674, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.0799 2021-06-19 04:42:40,161 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 2 days, 2:58:23, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.2438 2021-06-19 04:42:51,274 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 2 days, 2:58:10, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.1934 2021-06-19 04:43:02,389 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 2 days, 2:57:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.1813 2021-06-19 04:43:13,508 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 2 days, 2:57:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6293, loss: 1.6293, grad_norm: 5.1549 2021-06-19 04:43:24,635 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 2 days, 2:57:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8344, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.0087 2021-06-19 04:43:35,754 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 2 days, 2:57:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8398, loss_cls: 1.5721, loss: 1.5721, grad_norm: 4.8722 2021-06-19 04:43:46,888 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 2 days, 2:57:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8227, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.0638 2021-06-19 04:43:58,005 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 2 days, 2:56:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8250, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.1436 2021-06-19 04:44:09,157 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 2 days, 2:56:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.0187 2021-06-19 04:44:20,282 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 2 days, 2:56:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8492, loss_cls: 1.5523, loss: 1.5523, grad_norm: 5.1611 2021-06-19 04:44:31,401 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 2 days, 2:56:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.1657 2021-06-19 04:44:42,555 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 2 days, 2:55:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.2635 2021-06-19 04:44:53,680 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 2 days, 2:55:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8344, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.1885 2021-06-19 04:45:04,826 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 2 days, 2:55:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.0561 2021-06-19 04:45:15,968 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 2 days, 2:55:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8375, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.4960 2021-06-19 04:45:27,128 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 2 days, 2:55:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8336, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.1712 2021-06-19 04:45:38,252 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 2 days, 2:54:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5199, loss: 1.5199, grad_norm: 4.8978 2021-06-19 04:45:49,384 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 2 days, 2:54:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.9474 2021-06-19 04:46:00,534 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 2 days, 2:54:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.1923 2021-06-19 04:46:11,689 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 2 days, 2:54:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5841, loss: 1.5841, grad_norm: 5.0836 2021-06-19 04:46:22,829 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 2 days, 2:53:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7614, loss: 1.7614, grad_norm: 5.4498 2021-06-19 04:46:33,954 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 2 days, 2:53:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.2672 2021-06-19 04:46:45,094 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 2 days, 2:53:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8258, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.1250 2021-06-19 04:46:56,230 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 2 days, 2:53:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.0895 2021-06-19 04:47:07,368 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 2 days, 2:52:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5834, loss: 1.5834, grad_norm: 5.2372 2021-06-19 04:47:18,499 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 2 days, 2:52:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8453, loss_cls: 1.6093, loss: 1.6093, grad_norm: 5.2748 2021-06-19 04:47:29,630 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 2 days, 2:52:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8469, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.1742 2021-06-19 04:47:40,751 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 2 days, 2:52:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.2439 2021-06-19 04:47:51,902 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 2 days, 2:52:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8453, loss_cls: 1.5495, loss: 1.5495, grad_norm: 5.1463 2021-06-19 04:48:03,058 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 2 days, 2:51:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.2780 2021-06-19 04:48:14,169 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 2 days, 2:51:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5995, loss: 1.5995, grad_norm: 5.2259 2021-06-19 04:48:25,322 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 2 days, 2:51:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.1601 2021-06-19 04:48:36,435 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 2 days, 2:51:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.0918 2021-06-19 04:48:47,592 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 2 days, 2:50:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.2174 2021-06-19 04:48:58,724 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 2 days, 2:50:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.1312 2021-06-19 04:49:09,857 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 2 days, 2:50:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8250, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.2698 2021-06-19 04:49:20,969 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 2 days, 2:50:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2357 2021-06-19 04:49:32,108 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 2 days, 2:50:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8281, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.2998 2021-06-19 04:49:43,248 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 2 days, 2:49:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.1467 2021-06-19 04:49:54,390 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 2 days, 2:49:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8383, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.0230 2021-06-19 04:50:05,562 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 2 days, 2:49:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8453, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.2691 2021-06-19 04:50:16,702 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 2 days, 2:49:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.0041 2021-06-19 04:50:27,854 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 2 days, 2:48:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8211, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.0728 2021-06-19 04:50:39,013 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 2 days, 2:48:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8297, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.0986 2021-06-19 04:50:50,165 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 2 days, 2:48:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8391, loss_cls: 1.5550, loss: 1.5550, grad_norm: 4.9565 2021-06-19 04:51:01,315 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 2 days, 2:48:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8367, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.2191 2021-06-19 04:51:12,466 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 2 days, 2:48:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5670, loss: 1.5670, grad_norm: 5.0104 2021-06-19 04:51:23,603 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 2 days, 2:47:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.0469 2021-06-19 04:51:34,749 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 2 days, 2:47:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6242, loss: 1.6242, grad_norm: 5.2291 2021-06-19 04:51:45,882 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 2 days, 2:47:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8352, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.3683 2021-06-19 04:51:57,043 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 2 days, 2:47:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8148, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.1935 2021-06-19 04:52:08,179 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 2 days, 2:46:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.8784 2021-06-19 04:52:19,310 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 2 days, 2:46:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.2534 2021-06-19 04:52:30,453 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 2 days, 2:46:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8453, loss_cls: 1.5995, loss: 1.5995, grad_norm: 5.1438 2021-06-19 04:52:41,593 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 2 days, 2:46:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5683, loss: 1.5683, grad_norm: 5.1590 2021-06-19 04:52:52,744 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 2 days, 2:46:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.3048 2021-06-19 04:53:03,895 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 2 days, 2:45:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8242, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.3594 2021-06-19 04:53:15,020 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 2 days, 2:45:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8305, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.2881 2021-06-19 04:53:26,184 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 2 days, 2:45:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6148, loss: 1.6148, grad_norm: 5.1921 2021-06-19 04:53:37,328 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 2 days, 2:45:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8359, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.1375 2021-06-19 04:53:48,489 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 2 days, 2:44:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.2001 2021-06-19 04:53:59,602 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 2 days, 2:44:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.0522 2021-06-19 04:54:10,713 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 2 days, 2:44:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.3525 2021-06-19 04:54:21,829 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 2 days, 2:44:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5966, loss: 1.5966, grad_norm: 4.9421 2021-06-19 04:54:32,988 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 2 days, 2:44:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.5134, loss: 1.5134, grad_norm: 5.2199 2021-06-19 04:54:44,100 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 2 days, 2:43:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.1882 2021-06-19 04:54:55,238 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 2 days, 2:43:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5903, loss: 1.5903, grad_norm: 5.2237 2021-06-19 04:55:06,419 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 2 days, 2:43:22, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.1407 2021-06-19 04:55:17,575 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 2 days, 2:43:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.2833 2021-06-19 04:55:28,728 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 2 days, 2:42:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.3282 2021-06-19 04:55:39,874 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 2 days, 2:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.6192, loss: 1.6192, grad_norm: 5.1354 2021-06-19 04:55:51,015 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 2 days, 2:42:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.2929 2021-06-19 04:56:02,169 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 2 days, 2:42:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.1717 2021-06-19 04:56:13,301 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 2 days, 2:42:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.2984 2021-06-19 04:56:24,458 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 2 days, 2:41:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8359, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.1613 2021-06-19 04:56:35,616 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 2 days, 2:41:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8391, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.1573 2021-06-19 04:56:46,752 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 2 days, 2:41:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8055, loss_cls: 1.7245, loss: 1.7245, grad_norm: 5.0747 2021-06-19 04:56:57,891 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 2 days, 2:41:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8320, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.1530 2021-06-19 04:57:09,028 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 2 days, 2:40:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8266, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.2155 2021-06-19 04:57:20,170 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 2 days, 2:40:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.3574 2021-06-19 04:57:31,322 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 2 days, 2:40:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.2547 2021-06-19 04:57:42,441 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 2 days, 2:40:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8156, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.2826 2021-06-19 04:57:53,580 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 2 days, 2:40:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.0090 2021-06-19 04:58:04,732 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 2 days, 2:39:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.2903 2021-06-19 04:58:15,885 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 2 days, 2:39:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8102, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.3691 2021-06-19 04:58:27,029 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 2 days, 2:39:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.3482 2021-06-19 04:58:38,169 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 2 days, 2:39:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.1682 2021-06-19 04:58:49,311 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 2 days, 2:38:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.1502 2021-06-19 04:59:00,465 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 2 days, 2:38:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8313, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.0771 2021-06-19 04:59:11,594 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 2 days, 2:38:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.0575 2021-06-19 04:59:22,735 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 2 days, 2:38:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8234, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.2886 2021-06-19 04:59:33,858 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 2 days, 2:38:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5911, loss: 1.5911, grad_norm: 5.0997 2021-06-19 04:59:44,985 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 2 days, 2:37:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.0151 2021-06-19 04:59:56,136 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 2 days, 2:37:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8445, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.0303 2021-06-19 05:00:07,281 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 2 days, 2:37:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.1154 2021-06-19 05:00:18,413 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 2 days, 2:37:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.2270 2021-06-19 05:00:29,537 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 2 days, 2:36:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.0646 2021-06-19 05:00:40,677 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 2 days, 2:36:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.2124 2021-06-19 05:00:51,822 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 2 days, 2:36:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8234, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.3097 2021-06-19 05:01:02,966 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 2 days, 2:36:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8328, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.2303 2021-06-19 05:01:14,124 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 2 days, 2:36:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.0553 2021-06-19 05:01:25,245 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 2 days, 2:35:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.2559 2021-06-19 05:01:36,378 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 2 days, 2:35:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6499, loss: 1.6499, grad_norm: 5.1298 2021-06-19 05:01:47,507 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 2 days, 2:35:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.0712 2021-06-19 05:01:58,656 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 2 days, 2:35:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8305, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.0838 2021-06-19 05:02:09,810 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 2 days, 2:34:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.3247 2021-06-19 05:02:20,950 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 2 days, 2:34:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.1599 2021-06-19 05:02:32,097 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 2 days, 2:34:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.0278 2021-06-19 05:02:43,241 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 2 days, 2:34:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.6222, loss: 1.6222, grad_norm: 5.0501 2021-06-19 05:02:54,358 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 2 days, 2:34:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.0593 2021-06-19 05:03:05,505 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 2 days, 2:33:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5959, loss: 1.5959, grad_norm: 5.1992 2021-06-19 05:03:16,654 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 2 days, 2:33:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.0978 2021-06-19 05:03:27,820 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 2 days, 2:33:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3340 2021-06-19 05:03:38,968 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 2 days, 2:33:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8422, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.0018 2021-06-19 05:03:50,116 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 2 days, 2:32:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.2125 2021-06-19 05:04:01,253 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 2 days, 2:32:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.1292 2021-06-19 05:04:12,373 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 2 days, 2:32:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.1216 2021-06-19 05:04:23,514 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 2 days, 2:32:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8273, loss_cls: 1.6773, loss: 1.6773, grad_norm: 5.2441 2021-06-19 05:04:34,667 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 2 days, 2:32:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.2102 2021-06-19 05:04:45,833 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 2 days, 2:31:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8289, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.1141 2021-06-19 05:04:56,957 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 2 days, 2:31:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.1391 2021-06-19 05:05:08,122 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 2 days, 2:31:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.3817 2021-06-19 05:05:19,255 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 2 days, 2:31:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.2374 2021-06-19 05:05:30,408 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 2 days, 2:30:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8305, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.3371 2021-06-19 05:05:41,551 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 2 days, 2:30:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8031, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.1434 2021-06-19 05:05:52,669 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 2 days, 2:30:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8227, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.2909 2021-06-19 05:06:03,806 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 2 days, 2:30:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8422, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.1528 2021-06-19 05:06:14,961 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 2 days, 2:30:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8336, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.1581 2021-06-19 05:06:26,112 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 2 days, 2:29:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.5350, loss: 1.5350, grad_norm: 5.1871 2021-06-19 05:06:37,273 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 2 days, 2:29:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.1762 2021-06-19 05:06:48,373 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 2 days, 2:29:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8352, loss_cls: 1.6307, loss: 1.6307, grad_norm: 4.9954 2021-06-19 05:06:59,519 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 2 days, 2:29:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.2702 2021-06-19 05:07:10,646 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 2 days, 2:28:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.0209 2021-06-19 05:07:21,773 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 2 days, 2:28:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8398, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.9760 2021-06-19 05:07:32,923 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 2 days, 2:28:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.3603 2021-06-19 05:07:44,050 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 2 days, 2:28:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.1490 2021-06-19 05:07:55,172 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 2 days, 2:28:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.1982 2021-06-19 05:08:06,314 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 2 days, 2:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.2568 2021-06-19 05:08:17,447 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 2 days, 2:27:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8164, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.1477 2021-06-19 05:08:28,617 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 2 days, 2:27:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8258, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.0623 2021-06-19 05:08:39,751 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 2 days, 2:27:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.0784 2021-06-19 05:08:50,891 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 2 days, 2:26:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8359, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.2535 2021-06-19 05:09:02,038 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 2 days, 2:26:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8016, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.4260 2021-06-19 05:09:13,173 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 2 days, 2:26:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8297, loss_cls: 1.6971, loss: 1.6971, grad_norm: 5.2857 2021-06-19 05:09:24,313 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 2 days, 2:26:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8305, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.0413 2021-06-19 05:09:35,445 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 2 days, 2:26:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.1933 2021-06-19 05:09:46,621 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 2 days, 2:25:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8109, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.1629 2021-06-19 05:09:57,756 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 2 days, 2:25:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8133, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.2459 2021-06-19 05:10:08,886 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 2 days, 2:25:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8227, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.1097 2021-06-19 05:10:20,024 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 2 days, 2:25:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.1363 2021-06-19 05:10:31,145 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 2 days, 2:24:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6432, loss: 1.6432, grad_norm: 5.2522 2021-06-19 05:10:42,282 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 2 days, 2:24:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8336, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.0713 2021-06-19 05:10:53,402 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 2 days, 2:24:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.6011, loss: 1.6011, grad_norm: 5.2145 2021-06-19 05:11:04,571 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 2 days, 2:24:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.1805 2021-06-19 05:11:15,704 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 2 days, 2:24:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.2880 2021-06-19 05:11:26,827 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 2 days, 2:23:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6321, loss: 1.6321, grad_norm: 5.1536 2021-06-19 05:11:37,982 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 2 days, 2:23:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.2707 2021-06-19 05:11:49,116 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 2 days, 2:23:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.9218 2021-06-19 05:12:00,233 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 2 days, 2:23:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.5880, loss: 1.5880, grad_norm: 5.0599 2021-06-19 05:12:11,368 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 2 days, 2:22:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.5876, loss: 1.5876, grad_norm: 4.9705 2021-06-19 05:12:22,499 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 2 days, 2:22:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.1306 2021-06-19 05:12:33,626 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 2 days, 2:22:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.1850 2021-06-19 05:12:44,817 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 2 days, 2:22:17, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7062, loss: 1.7062, grad_norm: 5.1737 2021-06-19 05:12:55,915 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 2 days, 2:22:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.2986 2021-06-19 05:13:07,067 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 2 days, 2:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.2081 2021-06-19 05:13:18,187 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 2 days, 2:21:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8328, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.3492 2021-06-19 05:13:29,353 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 2 days, 2:21:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8297, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.1496 2021-06-19 05:13:40,492 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 2 days, 2:21:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.1676 2021-06-19 05:13:51,631 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 2 days, 2:20:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8336, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.2110 2021-06-19 05:14:02,767 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 2 days, 2:20:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.2551 2021-06-19 05:14:13,901 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 2 days, 2:20:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.3846 2021-06-19 05:14:25,046 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 2 days, 2:20:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.9002 2021-06-19 05:14:36,179 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 2 days, 2:20:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8344, loss_cls: 1.5713, loss: 1.5713, grad_norm: 5.1646 2021-06-19 05:14:47,323 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 2 days, 2:19:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.1795 2021-06-19 05:14:58,455 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 2 days, 2:19:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6838, loss: 1.6838, grad_norm: 5.0768 2021-06-19 05:15:09,629 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 2 days, 2:19:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.9885 2021-06-19 05:15:20,774 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 2 days, 2:19:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8344, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.2784 2021-06-19 05:15:31,921 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 2 days, 2:18:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8141, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.2350 2021-06-19 05:15:43,056 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 2 days, 2:18:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.3116 2021-06-19 05:15:54,200 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 2 days, 2:18:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7245, loss: 1.7245, grad_norm: 5.2635 2021-06-19 05:16:05,337 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 2 days, 2:18:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.2445 2021-06-19 05:16:16,471 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 2 days, 2:18:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.8437 2021-06-19 05:16:27,630 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 2 days, 2:17:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8242, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.0661 2021-06-19 05:16:38,775 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 2 days, 2:17:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6219, loss: 1.6219, grad_norm: 5.0666 2021-06-19 05:16:49,928 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 2 days, 2:17:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8406, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.1354 2021-06-19 05:17:01,050 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 2 days, 2:17:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.1595 2021-06-19 05:17:15,539 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-06-19 05:18:47,541 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 2 days, 2:23:01, time: 4.579, data_time: 3.996, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.0259 2021-06-19 05:18:58,694 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 2 days, 2:22:48, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8297, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.2349 2021-06-19 05:19:09,774 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 2 days, 2:22:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.0917 2021-06-19 05:19:20,871 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 2 days, 2:22:20, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8578, loss_cls: 1.4744, loss: 1.4744, grad_norm: 5.0401 2021-06-19 05:19:31,976 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 2 days, 2:22:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.3033 2021-06-19 05:19:43,097 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 2 days, 2:21:53, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5720, loss: 1.5720, grad_norm: 5.1105 2021-06-19 05:19:54,237 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 2 days, 2:21:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.2383 2021-06-19 05:20:05,685 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 2 days, 2:21:28, time: 0.572, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.9944 2021-06-19 05:20:16,807 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 2 days, 2:21:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8461, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.2175 2021-06-19 05:20:27,946 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 2 days, 2:21:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.1512 2021-06-19 05:20:39,058 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 2 days, 2:20:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.2535 2021-06-19 05:20:50,210 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 2 days, 2:20:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8445, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.1009 2021-06-19 05:21:01,341 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 2 days, 2:20:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8367, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.0864 2021-06-19 05:21:12,485 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 2 days, 2:20:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5986, loss: 1.5986, grad_norm: 4.9664 2021-06-19 05:21:23,621 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 2 days, 2:19:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8352, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.1818 2021-06-19 05:21:34,757 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 2 days, 2:19:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5911, loss: 1.5911, grad_norm: 5.1157 2021-06-19 05:21:45,904 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 2 days, 2:19:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.1551 2021-06-19 05:21:57,049 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 2 days, 2:19:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.1135 2021-06-19 05:22:08,162 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 2 days, 2:19:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8438, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.3119 2021-06-19 05:22:19,306 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 2 days, 2:18:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.2152 2021-06-19 05:22:30,449 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 2 days, 2:18:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8289, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.4287 2021-06-19 05:22:41,587 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 2 days, 2:18:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6125, loss: 1.6125, grad_norm: 5.3006 2021-06-19 05:22:52,725 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 2 days, 2:18:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.2121 2021-06-19 05:23:03,870 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 2 days, 2:17:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8398, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.2938 2021-06-19 05:23:14,986 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 2 days, 2:17:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.2584 2021-06-19 05:23:26,115 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 2 days, 2:17:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.5046 2021-06-19 05:23:37,252 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 2 days, 2:17:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8242, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.3279 2021-06-19 05:23:48,409 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 2 days, 2:17:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8328, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.4474 2021-06-19 05:23:59,544 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 2 days, 2:16:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8414, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.2553 2021-06-19 05:24:10,671 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 2 days, 2:16:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.2480 2021-06-19 05:24:21,828 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 2 days, 2:16:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8352, loss_cls: 1.6178, loss: 1.6178, grad_norm: 5.3115 2021-06-19 05:24:33,008 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 2 days, 2:16:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6636, loss: 1.6636, grad_norm: 5.2153 2021-06-19 05:24:44,144 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 2 days, 2:15:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8352, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.1766 2021-06-19 05:24:55,281 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 2 days, 2:15:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8383, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.4195 2021-06-19 05:25:06,418 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 2 days, 2:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8477, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.3025 2021-06-19 05:25:17,552 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 2 days, 2:15:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8398, loss_cls: 1.6325, loss: 1.6325, grad_norm: 5.2669 2021-06-19 05:25:28,701 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 2 days, 2:15:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8531, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.0325 2021-06-19 05:25:39,845 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 2 days, 2:14:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8281, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.4209 2021-06-19 05:25:50,974 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 2 days, 2:14:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6345, loss: 1.6345, grad_norm: 5.2608 2021-06-19 05:26:02,122 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 2 days, 2:14:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.1939 2021-06-19 05:26:13,260 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 2 days, 2:14:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4646, loss: 1.4646, grad_norm: 4.8354 2021-06-19 05:26:24,404 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 2 days, 2:13:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8328, loss_cls: 1.6355, loss: 1.6355, grad_norm: 5.1708 2021-06-19 05:26:35,539 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 2 days, 2:13:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8242, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.2594 2021-06-19 05:26:46,690 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 2 days, 2:13:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.4637, loss: 1.4637, grad_norm: 4.8983 2021-06-19 05:26:57,815 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 2 days, 2:13:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8055, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.0717 2021-06-19 05:27:08,943 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 2 days, 2:13:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8289, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.3121 2021-06-19 05:27:20,089 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 2 days, 2:12:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8438, loss_cls: 1.5712, loss: 1.5712, grad_norm: 5.1505 2021-06-19 05:27:31,221 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 2 days, 2:12:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6392, loss: 1.6392, grad_norm: 4.8612 2021-06-19 05:27:42,385 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 2 days, 2:12:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8406, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.2965 2021-06-19 05:27:53,490 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 2 days, 2:12:08, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.1704 2021-06-19 05:28:04,616 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 2 days, 2:11:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8242, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.2441 2021-06-19 05:28:15,731 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 2 days, 2:11:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8484, loss_cls: 1.5490, loss: 1.5490, grad_norm: 5.2310 2021-06-19 05:28:26,893 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 2 days, 2:11:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5600, loss: 1.5600, grad_norm: 4.9304 2021-06-19 05:28:38,035 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 2 days, 2:11:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.1482 2021-06-19 05:28:49,171 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 2 days, 2:11:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5779, loss: 1.5779, grad_norm: 5.0751 2021-06-19 05:29:00,341 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 2 days, 2:10:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8203, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.3084 2021-06-19 05:29:11,444 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 2 days, 2:10:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.1082 2021-06-19 05:29:22,575 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 2 days, 2:10:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8383, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.1756 2021-06-19 05:29:33,725 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 2 days, 2:10:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.3664 2021-06-19 05:29:44,845 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 2 days, 2:09:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8313, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.3330 2021-06-19 05:29:55,994 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 2 days, 2:09:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.4263 2021-06-19 05:30:07,204 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 2 days, 2:09:29, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.2460 2021-06-19 05:30:18,322 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 2 days, 2:09:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.3360 2021-06-19 05:30:29,451 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 2 days, 2:09:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8352, loss_cls: 1.6219, loss: 1.6219, grad_norm: 5.4066 2021-06-19 05:30:40,577 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 2 days, 2:08:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.1562 2021-06-19 05:30:51,706 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 2 days, 2:08:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.2893 2021-06-19 05:31:02,839 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 2 days, 2:08:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8453, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.2029 2021-06-19 05:31:13,960 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 2 days, 2:08:09, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8391, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.2963 2021-06-19 05:31:25,100 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 2 days, 2:07:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.0471 2021-06-19 05:31:36,236 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 2 days, 2:07:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8203, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.1740 2021-06-19 05:31:47,375 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 2 days, 2:07:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8398, loss_cls: 1.6546, loss: 1.6546, grad_norm: 5.4498 2021-06-19 05:31:58,505 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 2 days, 2:07:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.1639 2021-06-19 05:32:09,632 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 2 days, 2:07:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.0986 2021-06-19 05:32:20,757 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 2 days, 2:06:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.0190 2021-06-19 05:32:31,884 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 2 days, 2:06:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8320, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.1527 2021-06-19 05:32:43,023 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 2 days, 2:06:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.0664 2021-06-19 05:32:54,167 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 2 days, 2:06:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5693, loss: 1.5693, grad_norm: 4.9020 2021-06-19 05:33:05,300 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 2 days, 2:05:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.0804 2021-06-19 05:33:16,434 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 2 days, 2:05:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8406, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.2228 2021-06-19 05:33:27,570 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 2 days, 2:05:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8305, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.0817 2021-06-19 05:33:38,698 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 2 days, 2:05:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.6232, loss: 1.6232, grad_norm: 5.1983 2021-06-19 05:33:49,860 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 2 days, 2:05:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6145, loss: 1.6145, grad_norm: 5.3573 2021-06-19 05:34:01,013 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 2 days, 2:04:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.1208 2021-06-19 05:34:12,140 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 2 days, 2:04:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6589, loss: 1.6589, grad_norm: 5.1724 2021-06-19 05:34:23,272 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 2 days, 2:04:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.0490 2021-06-19 05:34:34,424 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 2 days, 2:04:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.2087 2021-06-19 05:34:45,559 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 2 days, 2:03:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8273, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.3966 2021-06-19 05:34:56,699 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 2 days, 2:03:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8266, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.3710 2021-06-19 05:35:07,876 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 2 days, 2:03:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.1619 2021-06-19 05:35:19,006 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 2 days, 2:03:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.0135 2021-06-19 05:35:30,135 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 2 days, 2:03:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8164, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.2914 2021-06-19 05:35:41,301 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 2 days, 2:02:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8383, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.1314 2021-06-19 05:35:52,434 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 2 days, 2:02:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.2513 2021-06-19 05:36:03,578 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 2 days, 2:02:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.1420 2021-06-19 05:36:14,705 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 2 days, 2:02:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.2252 2021-06-19 05:36:25,829 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 2 days, 2:01:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.1107 2021-06-19 05:36:36,984 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 2 days, 2:01:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8430, loss_cls: 1.5492, loss: 1.5492, grad_norm: 4.9821 2021-06-19 05:36:48,146 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 2 days, 2:01:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.1112 2021-06-19 05:36:59,285 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 2 days, 2:01:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.2502 2021-06-19 05:37:10,419 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 2 days, 2:01:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.1812 2021-06-19 05:37:21,536 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 2 days, 2:00:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.0157 2021-06-19 05:37:32,700 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 2 days, 2:00:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.2042 2021-06-19 05:37:43,833 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 2 days, 2:00:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.1733 2021-06-19 05:37:54,983 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 2 days, 2:00:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8375, loss_cls: 1.6086, loss: 1.6086, grad_norm: 5.4583 2021-06-19 05:38:06,100 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 2 days, 1:59:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.1650 2021-06-19 05:38:17,232 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 2 days, 1:59:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8352, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.0415 2021-06-19 05:38:28,354 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 2 days, 1:59:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.2086 2021-06-19 05:38:39,490 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 2 days, 1:59:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8305, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.0292 2021-06-19 05:38:50,650 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 2 days, 1:59:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.0153 2021-06-19 05:39:01,763 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 2 days, 1:58:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.9711 2021-06-19 05:39:12,858 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 2 days, 1:58:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.1091 2021-06-19 05:39:23,996 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 2 days, 1:58:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8164, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.3342 2021-06-19 05:39:35,138 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 2 days, 1:58:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8422, loss_cls: 1.5683, loss: 1.5683, grad_norm: 5.1339 2021-06-19 05:39:46,271 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 2 days, 1:58:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.0029 2021-06-19 05:39:57,403 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 2 days, 1:57:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5701, loss: 1.5701, grad_norm: 4.9346 2021-06-19 05:40:08,534 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 2 days, 1:57:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8352, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.2075 2021-06-19 05:40:19,652 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 2 days, 1:57:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.1532 2021-06-19 05:40:30,767 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 2 days, 1:57:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.2329 2021-06-19 05:40:41,910 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 2 days, 1:56:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8289, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.2136 2021-06-19 05:40:53,030 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 2 days, 1:56:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.0153 2021-06-19 05:41:04,186 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 2 days, 1:56:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.2210 2021-06-19 05:41:15,323 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 2 days, 1:56:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.1836 2021-06-19 05:41:26,464 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 2 days, 1:56:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.1694 2021-06-19 05:41:37,623 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 2 days, 1:55:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.2931 2021-06-19 05:41:48,746 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 2 days, 1:55:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.2035 2021-06-19 05:41:59,937 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 2 days, 1:55:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8133, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.1469 2021-06-19 05:42:11,067 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 2 days, 1:55:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.1626 2021-06-19 05:42:22,199 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 2 days, 1:54:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8391, loss_cls: 1.5658, loss: 1.5658, grad_norm: 5.0786 2021-06-19 05:42:33,315 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 2 days, 1:54:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.2103 2021-06-19 05:42:44,455 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 2 days, 1:54:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.4085 2021-06-19 05:42:55,577 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 2 days, 1:54:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.4173 2021-06-19 05:43:06,720 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 2 days, 1:54:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.5935, loss: 1.5935, grad_norm: 5.2221 2021-06-19 05:43:17,858 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 2 days, 1:53:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8359, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.3746 2021-06-19 05:43:28,975 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 2 days, 1:53:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8313, loss_cls: 1.6522, loss: 1.6522, grad_norm: 5.2390 2021-06-19 05:43:40,116 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 2 days, 1:53:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.3756 2021-06-19 05:43:51,272 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 2 days, 1:53:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8258, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.2407 2021-06-19 05:44:02,471 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 2 days, 1:52:56, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.1386 2021-06-19 05:44:13,583 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 2 days, 1:52:43, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.0831 2021-06-19 05:44:24,728 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 2 days, 1:52:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.1842 2021-06-19 05:44:35,868 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 2 days, 1:52:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8344, loss_cls: 1.5786, loss: 1.5786, grad_norm: 5.0127 2021-06-19 05:44:47,032 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 2 days, 1:52:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8414, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.2174 2021-06-19 05:44:58,169 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 2 days, 1:51:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.2586 2021-06-19 05:45:09,324 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 2 days, 1:51:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.2746 2021-06-19 05:45:20,452 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 2 days, 1:51:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5985, loss: 1.5985, grad_norm: 5.2461 2021-06-19 05:45:31,570 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 2 days, 1:51:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.6121, loss: 1.6121, grad_norm: 5.0391 2021-06-19 05:45:42,713 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 2 days, 1:50:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.0963 2021-06-19 05:45:53,852 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 2 days, 1:50:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.2224 2021-06-19 05:46:04,985 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 2 days, 1:50:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8227, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.2056 2021-06-19 05:46:16,133 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 2 days, 1:50:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8430, loss_cls: 1.5627, loss: 1.5627, grad_norm: 5.1754 2021-06-19 05:46:27,275 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 2 days, 1:50:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.2580 2021-06-19 05:46:38,392 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 2 days, 1:49:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.1759 2021-06-19 05:46:49,539 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 2 days, 1:49:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8414, loss_cls: 1.6078, loss: 1.6078, grad_norm: 5.3708 2021-06-19 05:47:00,660 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 2 days, 1:49:25, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.1863 2021-06-19 05:47:11,794 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 2 days, 1:49:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8258, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.3859 2021-06-19 05:47:22,938 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 2 days, 1:48:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.1569 2021-06-19 05:47:34,050 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 2 days, 1:48:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.2291 2021-06-19 05:47:45,191 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 2 days, 1:48:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.3538 2021-06-19 05:47:56,340 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 2 days, 1:48:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8336, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.2669 2021-06-19 05:48:07,464 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 2 days, 1:48:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.1257 2021-06-19 05:48:18,602 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 2 days, 1:47:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.0179 2021-06-19 05:48:29,744 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 2 days, 1:47:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.0551 2021-06-19 05:48:40,893 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 2 days, 1:47:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.6049, loss: 1.6049, grad_norm: 4.9446 2021-06-19 05:48:52,034 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 2 days, 1:47:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8586, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.0300 2021-06-19 05:49:03,160 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 2 days, 1:47:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.0967 2021-06-19 05:49:14,283 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 2 days, 1:46:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.1149 2021-06-19 05:49:25,423 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 2 days, 1:46:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8422, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.0112 2021-06-19 05:49:36,583 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 2 days, 1:46:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.2588 2021-06-19 05:49:47,747 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 2 days, 1:46:08, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.4001 2021-06-19 05:49:58,879 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 2 days, 1:45:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.1650 2021-06-19 05:50:10,032 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 2 days, 1:45:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.2830 2021-06-19 05:50:21,172 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 2 days, 1:45:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8453, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.9929 2021-06-19 05:50:32,315 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 2 days, 1:45:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.2038 2021-06-19 05:50:43,459 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 2 days, 1:45:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.5996, loss: 1.5996, grad_norm: 5.1359 2021-06-19 05:50:54,592 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 2 days, 1:44:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.7256, loss: 1.7256, grad_norm: 5.2886 2021-06-19 05:51:05,728 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 2 days, 1:44:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8258, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.1005 2021-06-19 05:51:16,831 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 2 days, 1:44:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.2260 2021-06-19 05:51:27,971 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 2 days, 1:44:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.0043 2021-06-19 05:51:39,093 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 2 days, 1:43:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.2079 2021-06-19 05:51:50,236 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 2 days, 1:43:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.0810 2021-06-19 05:52:01,392 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 2 days, 1:43:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.9310 2021-06-19 05:52:12,550 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 2 days, 1:43:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.0841 2021-06-19 05:52:23,709 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 2 days, 1:43:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.2148 2021-06-19 05:52:34,824 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 2 days, 1:42:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.0664 2021-06-19 05:52:45,968 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 2 days, 1:42:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8211, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.1876 2021-06-19 05:52:57,110 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 2 days, 1:42:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.6815, loss: 1.6815, grad_norm: 5.1516 2021-06-19 05:53:08,246 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 2 days, 1:42:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.2177 2021-06-19 05:53:19,383 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 2 days, 1:41:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5832, loss: 1.5832, grad_norm: 4.9328 2021-06-19 05:53:31,976 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-06-19 05:55:04,059 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 2 days, 1:47:21, time: 4.576, data_time: 3.997, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.1709 2021-06-19 05:55:15,215 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 2 days, 1:47:07, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8523, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.0093 2021-06-19 05:55:26,292 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 2 days, 1:46:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8406, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.1129 2021-06-19 05:55:37,398 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 2 days, 1:46:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.1034 2021-06-19 05:55:48,528 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 2 days, 1:46:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.2816 2021-06-19 05:55:59,675 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 2 days, 1:46:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8477, loss_cls: 1.5890, loss: 1.5890, grad_norm: 5.3440 2021-06-19 05:56:10,828 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 2 days, 1:46:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8359, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.1693 2021-06-19 05:56:21,972 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 2 days, 1:45:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.4967, loss: 1.4967, grad_norm: 4.9634 2021-06-19 05:56:33,104 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 2 days, 1:45:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.3322 2021-06-19 05:56:44,240 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 2 days, 1:45:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8289, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.2356 2021-06-19 05:56:55,361 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 2 days, 1:45:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.1662 2021-06-19 05:57:06,498 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 2 days, 1:44:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.0561 2021-06-19 05:57:17,628 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 2 days, 1:44:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.1621 2021-06-19 05:57:28,749 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 2 days, 1:44:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5633, loss: 1.5633, grad_norm: 5.1441 2021-06-19 05:57:39,858 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 2 days, 1:44:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.1434 2021-06-19 05:57:50,997 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 2 days, 1:44:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5469, loss: 1.5469, grad_norm: 5.0867 2021-06-19 05:58:02,161 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 2 days, 1:43:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4533, loss: 1.4533, grad_norm: 4.9988 2021-06-19 05:58:13,307 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 2 days, 1:43:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.2678 2021-06-19 05:58:24,453 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 2 days, 1:43:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.2292 2021-06-19 05:58:35,612 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 2 days, 1:43:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8539, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.1442 2021-06-19 05:58:46,727 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 2 days, 1:42:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.3577 2021-06-19 05:58:57,881 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 2 days, 1:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8352, loss_cls: 1.5692, loss: 1.5692, grad_norm: 5.1136 2021-06-19 05:59:09,013 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 2 days, 1:42:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8367, loss_cls: 1.6065, loss: 1.6065, grad_norm: 5.3223 2021-06-19 05:59:20,149 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 2 days, 1:42:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5892, loss: 1.5892, grad_norm: 5.2202 2021-06-19 05:59:31,330 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 2 days, 1:42:03, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6308, loss: 1.6308, grad_norm: 5.0942 2021-06-19 05:59:42,421 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 2 days, 1:41:49, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6373, loss: 1.6373, grad_norm: 5.2823 2021-06-19 05:59:53,547 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 2 days, 1:41:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8227, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.1505 2021-06-19 06:00:05,900 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 2 days, 1:41:28, time: 0.614, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.5452 2021-06-19 06:00:17,203 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 2 days, 1:41:16, time: 0.569, data_time: 0.007, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8398, loss_cls: 1.5469, loss: 1.5469, grad_norm: 4.9786 2021-06-19 06:00:28,347 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 2 days, 1:41:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8531, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.0310 2021-06-19 06:00:39,492 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 2 days, 1:40:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8203, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.4074 2021-06-19 06:00:50,615 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 2 days, 1:40:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.1188 2021-06-19 06:01:01,746 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 2 days, 1:40:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.5811, loss: 1.5811, grad_norm: 5.2673 2021-06-19 06:01:12,868 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 2 days, 1:40:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.0631 2021-06-19 06:01:24,001 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 2 days, 1:39:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.2516 2021-06-19 06:01:35,134 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 2 days, 1:39:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8367, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.2278 2021-06-19 06:01:46,260 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 2 days, 1:39:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8508, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.2232 2021-06-19 06:01:57,405 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 2 days, 1:39:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8367, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.2751 2021-06-19 06:02:08,568 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 2 days, 1:39:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.5375, loss: 1.5375, grad_norm: 5.1006 2021-06-19 06:02:19,702 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 2 days, 1:38:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.0805 2021-06-19 06:02:30,853 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 2 days, 1:38:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6066, loss: 1.6066, grad_norm: 5.2461 2021-06-19 06:02:41,995 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 2 days, 1:38:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5423, loss: 1.5423, grad_norm: 5.2155 2021-06-19 06:02:53,137 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 2 days, 1:38:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8359, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.3994 2021-06-19 06:03:04,317 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 2 days, 1:37:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8266, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.3666 2021-06-19 06:03:15,442 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 2 days, 1:37:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.1937 2021-06-19 06:03:26,596 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 2 days, 1:37:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8281, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.1543 2021-06-19 06:03:37,725 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 2 days, 1:37:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.0842 2021-06-19 06:03:48,863 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 2 days, 1:37:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.1271 2021-06-19 06:04:00,010 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 2 days, 1:36:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.0638 2021-06-19 06:04:11,157 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 2 days, 1:36:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.6437, loss: 1.6437, grad_norm: 5.2405 2021-06-19 06:04:22,291 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 2 days, 1:36:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.2568 2021-06-19 06:04:33,456 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 2 days, 1:36:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8289, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.3611 2021-06-19 06:04:44,616 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 2 days, 1:36:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.2348 2021-06-19 06:04:55,764 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 2 days, 1:35:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.1230 2021-06-19 06:05:06,919 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 2 days, 1:35:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.3593 2021-06-19 06:05:18,060 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 2 days, 1:35:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.3665 2021-06-19 06:05:29,187 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 2 days, 1:35:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.1814 2021-06-19 06:05:40,334 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 2 days, 1:34:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5162, loss: 1.5162, grad_norm: 5.1631 2021-06-19 06:05:51,456 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 2 days, 1:34:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.0837 2021-06-19 06:06:02,616 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 2 days, 1:34:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.1879 2021-06-19 06:06:13,715 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 2 days, 1:34:15, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8477, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.2196 2021-06-19 06:06:24,852 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 2 days, 1:34:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5716, loss: 1.5716, grad_norm: 5.1463 2021-06-19 06:06:35,980 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 2 days, 1:33:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.1934 2021-06-19 06:06:47,115 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 2 days, 1:33:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.0345 2021-06-19 06:06:58,240 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 2 days, 1:33:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.1119 2021-06-19 06:07:09,395 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 2 days, 1:33:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.1907 2021-06-19 06:07:20,514 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 2 days, 1:32:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.9875 2021-06-19 06:07:31,654 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 2 days, 1:32:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8398, loss_cls: 1.5423, loss: 1.5423, grad_norm: 5.1454 2021-06-19 06:07:42,809 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 2 days, 1:32:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8523, loss_cls: 1.4802, loss: 1.4802, grad_norm: 4.8946 2021-06-19 06:07:53,959 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 2 days, 1:32:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8602, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.9749 2021-06-19 06:08:05,142 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 2 days, 1:32:03, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.1542 2021-06-19 06:08:16,289 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 2 days, 1:31:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8484, loss_cls: 1.5359, loss: 1.5359, grad_norm: 5.2378 2021-06-19 06:08:27,441 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 2 days, 1:31:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8398, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.2609 2021-06-19 06:08:38,599 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 2 days, 1:31:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8203, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.3598 2021-06-19 06:08:49,732 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 2 days, 1:31:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.0121 2021-06-19 06:09:00,872 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 2 days, 1:30:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8430, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.0331 2021-06-19 06:09:11,989 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 2 days, 1:30:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8477, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.2062 2021-06-19 06:09:23,132 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 2 days, 1:30:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.2820 2021-06-19 06:09:34,263 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 2 days, 1:30:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.0274 2021-06-19 06:09:45,405 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 2 days, 1:30:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8328, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.2533 2021-06-19 06:09:56,532 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 2 days, 1:29:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8359, loss_cls: 1.5819, loss: 1.5819, grad_norm: 5.1890 2021-06-19 06:10:07,688 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 2 days, 1:29:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.1038 2021-06-19 06:10:18,821 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 2 days, 1:29:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8492, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.2818 2021-06-19 06:10:29,977 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 2 days, 1:29:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8250, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.2890 2021-06-19 06:10:41,132 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 2 days, 1:28:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6429, loss: 1.6429, grad_norm: 5.2413 2021-06-19 06:10:52,277 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 2 days, 1:28:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8398, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.3059 2021-06-19 06:11:03,421 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 2 days, 1:28:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8219, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.4060 2021-06-19 06:11:14,579 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 2 days, 1:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8391, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.2590 2021-06-19 06:11:25,724 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 2 days, 1:28:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.1599 2021-06-19 06:11:36,880 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 2 days, 1:27:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8438, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.1229 2021-06-19 06:11:48,026 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 2 days, 1:27:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.6268, loss: 1.6268, grad_norm: 5.1897 2021-06-19 06:11:59,171 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 2 days, 1:27:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.2136 2021-06-19 06:12:10,315 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 2 days, 1:27:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8273, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.2400 2021-06-19 06:12:21,445 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 2 days, 1:27:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8180, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.4172 2021-06-19 06:12:32,584 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 2 days, 1:26:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.1037 2021-06-19 06:12:43,736 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 2 days, 1:26:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8367, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.3010 2021-06-19 06:12:54,868 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 2 days, 1:26:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.1842 2021-06-19 06:13:05,992 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 2 days, 1:26:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.2995 2021-06-19 06:13:17,110 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 2 days, 1:25:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8023, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.2762 2021-06-19 06:13:28,266 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 2 days, 1:25:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.0710 2021-06-19 06:13:39,397 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 2 days, 1:25:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.2145 2021-06-19 06:13:50,521 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 2 days, 1:25:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.0287 2021-06-19 06:14:01,646 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 2 days, 1:25:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.2232 2021-06-19 06:14:12,794 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 2 days, 1:24:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8367, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.1358 2021-06-19 06:14:23,949 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 2 days, 1:24:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.1201 2021-06-19 06:14:35,083 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 2 days, 1:24:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8328, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.1132 2021-06-19 06:14:46,233 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 2 days, 1:24:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8250, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.1977 2021-06-19 06:14:57,396 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 2 days, 1:23:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8438, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.1523 2021-06-19 06:15:08,564 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 2 days, 1:23:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6158, loss: 1.6158, grad_norm: 5.2725 2021-06-19 06:15:19,718 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 2 days, 1:23:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.1464 2021-06-19 06:15:30,862 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 2 days, 1:23:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.4027 2021-06-19 06:15:41,992 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 2 days, 1:23:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8438, loss_cls: 1.5612, loss: 1.5612, grad_norm: 5.0101 2021-06-19 06:15:53,118 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 2 days, 1:22:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.0434 2021-06-19 06:16:04,243 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 2 days, 1:22:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4933, loss: 1.4933, grad_norm: 5.0597 2021-06-19 06:16:15,364 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 2 days, 1:22:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8352, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.3094 2021-06-19 06:16:26,501 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 2 days, 1:22:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.4343 2021-06-19 06:16:37,638 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 2 days, 1:22:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8313, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.1810 2021-06-19 06:16:48,808 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 2 days, 1:21:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8391, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.1742 2021-06-19 06:16:59,912 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 2 days, 1:21:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8328, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.2923 2021-06-19 06:17:11,051 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 2 days, 1:21:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.1252 2021-06-19 06:17:22,178 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 2 days, 1:21:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5968, loss: 1.5968, grad_norm: 5.1957 2021-06-19 06:17:33,313 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 2 days, 1:20:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.1765 2021-06-19 06:17:44,470 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 2 days, 1:20:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.3468 2021-06-19 06:17:55,620 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 2 days, 1:20:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.1386 2021-06-19 06:18:06,734 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 2 days, 1:20:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.1413 2021-06-19 06:18:17,864 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 2 days, 1:20:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.1347 2021-06-19 06:18:28,988 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 2 days, 1:19:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.1382 2021-06-19 06:18:40,147 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 2 days, 1:19:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.0689 2021-06-19 06:18:51,292 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 2 days, 1:19:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8375, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.0301 2021-06-19 06:19:02,430 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 2 days, 1:19:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8297, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.1928 2021-06-19 06:19:13,556 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 2 days, 1:18:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.1963 2021-06-19 06:19:24,694 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 2 days, 1:18:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6604, loss: 1.6604, grad_norm: 5.2353 2021-06-19 06:19:35,853 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 2 days, 1:18:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8328, loss_cls: 1.6173, loss: 1.6173, grad_norm: 5.1112 2021-06-19 06:19:47,017 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 2 days, 1:18:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8352, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.2243 2021-06-19 06:19:58,176 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 2 days, 1:18:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.1804 2021-06-19 06:20:09,331 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 2 days, 1:17:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.2813 2021-06-19 06:20:20,463 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 2 days, 1:17:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7036, loss: 1.7036, grad_norm: 5.2235 2021-06-19 06:20:31,616 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 2 days, 1:17:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.0573 2021-06-19 06:20:42,765 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 2 days, 1:17:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.2040 2021-06-19 06:20:53,886 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 2 days, 1:16:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8352, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.2714 2021-06-19 06:21:05,005 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 2 days, 1:16:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.1213 2021-06-19 06:21:16,139 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 2 days, 1:16:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8383, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.0902 2021-06-19 06:21:27,278 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 2 days, 1:16:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8391, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.0492 2021-06-19 06:21:38,405 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 2 days, 1:16:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.6098, loss: 1.6098, grad_norm: 5.0421 2021-06-19 06:21:49,551 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 2 days, 1:15:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8445, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.2012 2021-06-19 06:22:00,695 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 2 days, 1:15:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.3808 2021-06-19 06:22:11,833 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 2 days, 1:15:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8438, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.1787 2021-06-19 06:22:22,987 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 2 days, 1:15:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5863, loss: 1.5863, grad_norm: 5.1126 2021-06-19 06:22:34,122 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 2 days, 1:15:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.2601 2021-06-19 06:22:45,249 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 2 days, 1:14:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.2325 2021-06-19 06:22:56,373 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 2 days, 1:14:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5703, loss: 1.5703, grad_norm: 5.0864 2021-06-19 06:23:07,514 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 2 days, 1:14:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8430, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.1296 2021-06-19 06:23:18,650 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 2 days, 1:14:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8281, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.3825 2021-06-19 06:23:29,792 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 2 days, 1:13:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5995, loss: 1.5995, grad_norm: 5.0455 2021-06-19 06:23:40,925 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 2 days, 1:13:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8070, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.2881 2021-06-19 06:23:52,061 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 2 days, 1:13:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8320, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.1697 2021-06-19 06:24:03,206 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 2 days, 1:13:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8359, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.2330 2021-06-19 06:24:14,338 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 2 days, 1:13:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8609, loss_cls: 1.4630, loss: 1.4630, grad_norm: 5.0261 2021-06-19 06:24:25,481 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 2 days, 1:12:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8297, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.3888 2021-06-19 06:24:36,616 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 2 days, 1:12:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8336, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.1127 2021-06-19 06:24:47,745 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 2 days, 1:12:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8383, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.9984 2021-06-19 06:24:58,884 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 2 days, 1:12:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8313, loss_cls: 1.6223, loss: 1.6223, grad_norm: 4.9941 2021-06-19 06:25:10,012 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 2 days, 1:11:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8461, loss_cls: 1.5983, loss: 1.5983, grad_norm: 5.3230 2021-06-19 06:25:21,138 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 2 days, 1:11:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5506, loss: 1.5506, grad_norm: 5.1066 2021-06-19 06:25:32,259 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 2 days, 1:11:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.1357 2021-06-19 06:25:43,432 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 2 days, 1:11:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.2540 2021-06-19 06:25:54,559 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 2 days, 1:11:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.1115 2021-06-19 06:26:05,712 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 2 days, 1:10:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8328, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.0908 2021-06-19 06:26:16,843 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 2 days, 1:10:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8164, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.4288 2021-06-19 06:26:27,979 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 2 days, 1:10:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.2674 2021-06-19 06:26:39,103 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 2 days, 1:10:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.3575 2021-06-19 06:26:50,249 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 2 days, 1:10:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.3649 2021-06-19 06:27:01,385 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 2 days, 1:09:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5727, loss: 1.5727, grad_norm: 5.2221 2021-06-19 06:27:12,527 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 2 days, 1:09:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.6584, loss: 1.6584, grad_norm: 5.3201 2021-06-19 06:27:23,665 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 2 days, 1:09:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.1218 2021-06-19 06:27:34,803 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 2 days, 1:09:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.3583 2021-06-19 06:27:45,947 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 2 days, 1:08:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.1197 2021-06-19 06:27:57,077 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 2 days, 1:08:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8414, loss_cls: 1.5689, loss: 1.5689, grad_norm: 5.2071 2021-06-19 06:28:08,200 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 2 days, 1:08:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6241, loss: 1.6241, grad_norm: 5.1842 2021-06-19 06:28:19,321 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 2 days, 1:08:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.1404 2021-06-19 06:28:30,452 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 2 days, 1:08:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.2721 2021-06-19 06:28:41,595 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 2 days, 1:07:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6321, loss: 1.6321, grad_norm: 5.2073 2021-06-19 06:28:52,739 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 2 days, 1:07:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8359, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.1872 2021-06-19 06:29:03,876 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 2 days, 1:07:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.0559 2021-06-19 06:29:15,003 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 2 days, 1:07:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8266, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.2041 2021-06-19 06:29:26,130 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 2 days, 1:06:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.0685 2021-06-19 06:29:37,275 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 2 days, 1:06:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.1649 2021-06-19 06:29:49,410 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-06-19 06:31:12,401 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 2 days, 1:11:02, time: 4.110, data_time: 3.511, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.0997 2021-06-19 06:31:23,530 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 2 days, 1:10:48, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4774, loss: 1.4774, grad_norm: 4.7788 2021-06-19 06:31:34,651 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 2 days, 1:10:35, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.2007 2021-06-19 06:31:45,776 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 2 days, 1:10:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.0996 2021-06-19 06:31:56,888 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 2 days, 1:10:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8344, loss_cls: 1.5930, loss: 1.5930, grad_norm: 5.0668 2021-06-19 06:32:08,029 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 2 days, 1:09:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4914, loss: 1.4914, grad_norm: 4.9806 2021-06-19 06:32:19,156 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 2 days, 1:09:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.0548 2021-06-19 06:32:30,278 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 2 days, 1:09:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8633, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.1883 2021-06-19 06:32:41,414 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 2 days, 1:09:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.0582 2021-06-19 06:32:52,551 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 2 days, 1:09:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5665, loss: 1.5665, grad_norm: 5.2499 2021-06-19 06:33:03,689 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 2 days, 1:08:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8313, loss_cls: 1.6436, loss: 1.6436, grad_norm: 5.2228 2021-06-19 06:33:14,824 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 2 days, 1:08:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8406, loss_cls: 1.5894, loss: 1.5894, grad_norm: 5.2578 2021-06-19 06:33:25,973 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 2 days, 1:08:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5445, loss: 1.5445, grad_norm: 5.1893 2021-06-19 06:33:37,103 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 2 days, 1:08:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8297, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.4676 2021-06-19 06:33:48,232 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 2 days, 1:07:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.1822 2021-06-19 06:33:59,364 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 2 days, 1:07:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.1971 2021-06-19 06:34:10,524 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 2 days, 1:07:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8477, loss_cls: 1.5088, loss: 1.5088, grad_norm: 5.3182 2021-06-19 06:34:21,662 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 2 days, 1:07:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.2536 2021-06-19 06:34:32,812 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 2 days, 1:07:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.0625 2021-06-19 06:34:43,963 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 2 days, 1:06:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 1.5056, loss: 1.5056, grad_norm: 5.0626 2021-06-19 06:34:55,111 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 2 days, 1:06:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.1670 2021-06-19 06:35:06,457 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 2 days, 1:06:27, time: 0.566, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.6232, loss: 1.6232, grad_norm: 5.1287 2021-06-19 06:35:17,613 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 2 days, 1:06:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8570, loss_cls: 1.4563, loss: 1.4563, grad_norm: 5.1305 2021-06-19 06:35:28,770 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 2 days, 1:06:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8430, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.2488 2021-06-19 06:35:39,916 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 2 days, 1:05:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8508, loss_cls: 1.5308, loss: 1.5308, grad_norm: 5.2354 2021-06-19 06:35:51,053 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 2 days, 1:05:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6134, loss: 1.6134, grad_norm: 5.2244 2021-06-19 06:36:02,214 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 2 days, 1:05:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.9783 2021-06-19 06:36:13,324 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 2 days, 1:05:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.3271 2021-06-19 06:36:24,464 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 2 days, 1:04:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.0424 2021-06-19 06:36:35,602 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 2 days, 1:04:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5398, loss: 1.5398, grad_norm: 4.9880 2021-06-19 06:36:46,751 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 2 days, 1:04:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5406, loss: 1.5406, grad_norm: 5.0829 2021-06-19 06:36:57,901 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 2 days, 1:04:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8492, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.1587 2021-06-19 06:37:09,041 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 2 days, 1:04:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.2460 2021-06-19 06:37:20,177 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 2 days, 1:03:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.1848 2021-06-19 06:37:31,340 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 2 days, 1:03:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4793, loss: 1.4793, grad_norm: 4.9842 2021-06-19 06:37:42,471 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 2 days, 1:03:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.4600 2021-06-19 06:37:53,623 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 2 days, 1:03:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8484, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.3195 2021-06-19 06:38:04,770 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 2 days, 1:02:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.0813 2021-06-19 06:38:15,914 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 2 days, 1:02:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.2374 2021-06-19 06:38:27,043 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 2 days, 1:02:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.3556 2021-06-19 06:38:38,188 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 2 days, 1:02:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8359, loss_cls: 1.5897, loss: 1.5897, grad_norm: 5.1842 2021-06-19 06:38:49,329 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 2 days, 1:02:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.0245 2021-06-19 06:39:00,433 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 2 days, 1:01:52, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.2158 2021-06-19 06:39:11,589 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 2 days, 1:01:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5549, loss: 1.5549, grad_norm: 4.8961 2021-06-19 06:39:22,675 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 2 days, 1:01:26, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8383, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.0935 2021-06-19 06:39:33,835 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 2 days, 1:01:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7022, loss: 1.7022, grad_norm: 5.1208 2021-06-19 06:39:44,971 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 2 days, 1:01:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.3563 2021-06-19 06:39:56,123 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 2 days, 1:00:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.0685 2021-06-19 06:40:07,281 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 2 days, 1:00:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.0745 2021-06-19 06:40:18,427 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 2 days, 1:00:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.5275, loss: 1.5275, grad_norm: 5.0803 2021-06-19 06:40:29,566 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 2 days, 1:00:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.0733 2021-06-19 06:40:40,720 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 2 days, 0:59:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4815, loss: 1.4815, grad_norm: 4.9574 2021-06-19 06:40:51,863 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 2 days, 0:59:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5511, loss: 1.5511, grad_norm: 5.3499 2021-06-19 06:41:03,028 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 2 days, 0:59:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8305, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.3079 2021-06-19 06:41:14,143 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 2 days, 0:59:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.1884 2021-06-19 06:41:25,298 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 2 days, 0:59:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8422, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.1947 2021-06-19 06:41:36,457 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 2 days, 0:58:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.5287, loss: 1.5287, grad_norm: 4.9228 2021-06-19 06:41:47,614 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 2 days, 0:58:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.5050, loss: 1.5050, grad_norm: 5.1204 2021-06-19 06:41:58,776 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 2 days, 0:58:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.2191 2021-06-19 06:42:09,921 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 2 days, 0:58:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.0214 2021-06-19 06:42:21,060 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 2 days, 0:57:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5893, loss: 1.5893, grad_norm: 5.1745 2021-06-19 06:42:32,198 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 2 days, 0:57:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8578, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.2630 2021-06-19 06:42:43,331 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 2 days, 0:57:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.4333 2021-06-19 06:42:54,485 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 2 days, 0:57:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.2549 2021-06-19 06:43:05,630 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 2 days, 0:57:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.2514 2021-06-19 06:43:16,772 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 2 days, 0:56:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.0131 2021-06-19 06:43:27,898 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 2 days, 0:56:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5333, loss: 1.5333, grad_norm: 5.1743 2021-06-19 06:43:39,055 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 2 days, 0:56:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8352, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.1650 2021-06-19 06:43:50,194 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 2 days, 0:56:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8445, loss_cls: 1.5447, loss: 1.5447, grad_norm: 5.2767 2021-06-19 06:44:01,316 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 2 days, 0:56:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6252, loss: 1.6252, grad_norm: 5.3082 2021-06-19 06:44:12,454 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 2 days, 0:55:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.1194 2021-06-19 06:44:23,602 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 2 days, 0:55:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.2895 2021-06-19 06:44:34,745 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 2 days, 0:55:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.1460 2021-06-19 06:44:45,955 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 2 days, 0:55:09, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.2112 2021-06-19 06:44:57,125 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 2 days, 0:54:56, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8289, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.1164 2021-06-19 06:45:08,270 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 2 days, 0:54:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6332, loss: 1.6332, grad_norm: 4.9881 2021-06-19 06:45:19,400 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 2 days, 0:54:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8289, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.1671 2021-06-19 06:45:30,546 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 2 days, 0:54:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8500, loss_cls: 1.5460, loss: 1.5460, grad_norm: 4.9371 2021-06-19 06:45:41,685 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 2 days, 0:54:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.1540 2021-06-19 06:45:52,830 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 2 days, 0:53:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8391, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.1205 2021-06-19 06:46:03,994 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 2 days, 0:53:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.1313 2021-06-19 06:46:15,159 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 2 days, 0:53:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.2267 2021-06-19 06:46:26,305 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 2 days, 0:53:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5780, loss: 1.5780, grad_norm: 5.3306 2021-06-19 06:46:37,433 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 2 days, 0:52:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8352, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.1124 2021-06-19 06:46:48,559 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 2 days, 0:52:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.2323 2021-06-19 06:46:59,707 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 2 days, 0:52:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8430, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.1687 2021-06-19 06:47:10,867 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 2 days, 0:52:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8281, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.0159 2021-06-19 06:47:22,007 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 2 days, 0:52:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8242, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.2813 2021-06-19 06:47:33,149 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 2 days, 0:51:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8352, loss_cls: 1.5923, loss: 1.5923, grad_norm: 5.1930 2021-06-19 06:47:44,442 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 2 days, 0:51:41, time: 0.564, data_time: 0.008, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.0156 2021-06-19 06:47:55,583 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 2 days, 0:51:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.0675 2021-06-19 06:48:06,746 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 2 days, 0:51:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.6475, loss: 1.6475, grad_norm: 5.2372 2021-06-19 06:48:17,862 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 2 days, 0:51:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.2243 2021-06-19 06:48:29,016 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 2 days, 0:50:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5653, loss: 1.5653, grad_norm: 5.0354 2021-06-19 06:48:40,167 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 2 days, 0:50:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5477, loss: 1.5477, grad_norm: 5.1221 2021-06-19 06:48:51,328 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 2 days, 0:50:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4646, loss: 1.4646, grad_norm: 4.9888 2021-06-19 06:49:02,514 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 2 days, 0:50:11, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8375, loss_cls: 1.5424, loss: 1.5424, grad_norm: 5.0472 2021-06-19 06:49:13,609 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 2 days, 0:49:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.2215 2021-06-19 06:49:24,746 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 2 days, 0:49:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.3691 2021-06-19 06:49:35,893 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 2 days, 0:49:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.3775 2021-06-19 06:49:47,037 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 2 days, 0:49:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.2757 2021-06-19 06:49:58,182 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 2 days, 0:49:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.1416 2021-06-19 06:50:09,338 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 2 days, 0:48:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.5722, loss: 1.5722, grad_norm: 4.9789 2021-06-19 06:50:20,480 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 2 days, 0:48:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.5789, loss: 1.5789, grad_norm: 5.1763 2021-06-19 06:50:31,618 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 2 days, 0:48:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.1707 2021-06-19 06:50:42,762 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 2 days, 0:48:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5035, loss: 1.5035, grad_norm: 4.9868 2021-06-19 06:50:53,904 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 2 days, 0:48:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.2301 2021-06-19 06:51:05,063 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 2 days, 0:47:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8414, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.2483 2021-06-19 06:51:16,186 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 2 days, 0:47:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8461, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.2412 2021-06-19 06:51:27,304 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 2 days, 0:47:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.1109 2021-06-19 06:51:38,459 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 2 days, 0:47:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8406, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.1132 2021-06-19 06:51:49,602 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 2 days, 0:46:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8383, loss_cls: 1.5152, loss: 1.5152, grad_norm: 5.0703 2021-06-19 06:52:00,744 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 2 days, 0:46:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5978, loss: 1.5978, grad_norm: 5.2813 2021-06-19 06:52:11,907 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 2 days, 0:46:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8359, loss_cls: 1.6197, loss: 1.6197, grad_norm: 5.2756 2021-06-19 06:52:23,047 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 2 days, 0:46:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5932, loss: 1.5932, grad_norm: 5.2948 2021-06-19 06:52:34,171 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 2 days, 0:46:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.3066 2021-06-19 06:52:45,311 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 2 days, 0:45:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.2831 2021-06-19 06:52:56,470 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 2 days, 0:45:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.2363 2021-06-19 06:53:07,626 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 2 days, 0:45:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8523, loss_cls: 1.5333, loss: 1.5333, grad_norm: 5.0670 2021-06-19 06:53:18,770 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 2 days, 0:45:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.2772 2021-06-19 06:53:29,912 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 2 days, 0:44:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8211, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.3282 2021-06-19 06:53:41,049 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 2 days, 0:44:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8273, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.1844 2021-06-19 06:53:52,200 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 2 days, 0:44:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.0987 2021-06-19 06:54:03,333 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 2 days, 0:44:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8391, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.2874 2021-06-19 06:54:14,472 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 2 days, 0:44:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.1625 2021-06-19 06:54:25,691 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 2 days, 0:43:54, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.0685 2021-06-19 06:54:36,799 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 2 days, 0:43:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.1662 2021-06-19 06:54:47,985 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 2 days, 0:43:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8375, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.1404 2021-06-19 06:54:59,125 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 2 days, 0:43:16, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8438, loss_cls: 1.5415, loss: 1.5415, grad_norm: 5.4547 2021-06-19 06:55:10,263 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 2 days, 0:43:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.2278 2021-06-19 06:55:21,386 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 2 days, 0:42:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.1283 2021-06-19 06:55:32,528 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 2 days, 0:42:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5660, loss: 1.5660, grad_norm: 4.9953 2021-06-19 06:55:43,661 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 2 days, 0:42:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.9202 2021-06-19 06:55:54,812 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 2 days, 0:42:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.9307 2021-06-19 06:56:05,960 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 2 days, 0:41:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.2996 2021-06-19 06:56:17,120 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 2 days, 0:41:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.9754 2021-06-19 06:56:28,274 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 2 days, 0:41:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.0386 2021-06-19 06:56:39,406 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 2 days, 0:41:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.1353 2021-06-19 06:56:50,530 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 2 days, 0:41:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8359, loss_cls: 1.6159, loss: 1.6159, grad_norm: 5.1371 2021-06-19 06:57:01,672 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 2 days, 0:40:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8219, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.4202 2021-06-19 06:57:12,822 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 2 days, 0:40:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.2357 2021-06-19 06:57:23,965 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 2 days, 0:40:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.0995 2021-06-19 06:57:35,111 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 2 days, 0:40:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.0803 2021-06-19 06:57:46,249 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 2 days, 0:40:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8406, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.1788 2021-06-19 06:57:57,387 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 2 days, 0:39:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.3140 2021-06-19 06:58:08,533 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 2 days, 0:39:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8445, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.0235 2021-06-19 06:58:19,674 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 2 days, 0:39:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.1868 2021-06-19 06:58:30,807 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 2 days, 0:39:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.6225, loss: 1.6225, grad_norm: 5.2867 2021-06-19 06:58:41,928 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 2 days, 0:38:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.3682 2021-06-19 06:58:53,097 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 2 days, 0:38:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.5950, loss: 1.5950, grad_norm: 5.0578 2021-06-19 06:59:04,233 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 2 days, 0:38:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.1464 2021-06-19 06:59:15,377 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 2 days, 0:38:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8305, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.1829 2021-06-19 06:59:26,512 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 2 days, 0:38:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8281, loss_cls: 1.5829, loss: 1.5829, grad_norm: 5.1362 2021-06-19 06:59:37,646 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 2 days, 0:37:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8344, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.1554 2021-06-19 06:59:48,768 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 2 days, 0:37:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.2064 2021-06-19 06:59:59,917 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 2 days, 0:37:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.2214 2021-06-19 07:00:11,089 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 2 days, 0:37:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.1297 2021-06-19 07:00:22,211 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 2 days, 0:37:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8109, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.5127 2021-06-19 07:00:33,341 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 2 days, 0:36:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4524, loss: 1.4524, grad_norm: 5.0134 2021-06-19 07:00:44,463 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 2 days, 0:36:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8375, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.1057 2021-06-19 07:00:55,602 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 2 days, 0:36:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.1895 2021-06-19 07:01:06,747 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 2 days, 0:36:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8227, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.2960 2021-06-19 07:01:17,884 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 2 days, 0:35:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.1119 2021-06-19 07:01:29,045 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 2 days, 0:35:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.3106 2021-06-19 07:01:40,193 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 2 days, 0:35:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.1047 2021-06-19 07:01:51,320 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 2 days, 0:35:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8492, loss_cls: 1.5252, loss: 1.5252, grad_norm: 5.1962 2021-06-19 07:02:02,467 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 2 days, 0:35:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.0241 2021-06-19 07:02:13,575 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 2 days, 0:34:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.1377 2021-06-19 07:02:24,716 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 2 days, 0:34:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8313, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.2539 2021-06-19 07:02:35,863 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 2 days, 0:34:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6035, loss: 1.6035, grad_norm: 4.9893 2021-06-19 07:02:47,021 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 2 days, 0:34:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8375, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.1088 2021-06-19 07:02:58,165 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 2 days, 0:33:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6173, loss: 1.6173, grad_norm: 5.1429 2021-06-19 07:03:09,319 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 2 days, 0:33:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.2496 2021-06-19 07:03:20,439 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 2 days, 0:33:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.1373 2021-06-19 07:03:31,564 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 2 days, 0:33:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8438, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.2049 2021-06-19 07:03:42,700 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 2 days, 0:33:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.2455 2021-06-19 07:03:53,829 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 2 days, 0:32:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.0058 2021-06-19 07:04:04,986 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 2 days, 0:32:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.3013 2021-06-19 07:04:16,124 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 2 days, 0:32:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.2031 2021-06-19 07:04:27,276 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 2 days, 0:32:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8305, loss_cls: 1.6307, loss: 1.6307, grad_norm: 5.1635 2021-06-19 07:04:38,419 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 2 days, 0:32:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8266, loss_cls: 1.6868, loss: 1.6868, grad_norm: 5.6025 2021-06-19 07:04:49,569 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 2 days, 0:31:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.1916 2021-06-19 07:05:00,706 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 2 days, 0:31:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.6062, loss: 1.6062, grad_norm: 5.3472 2021-06-19 07:05:11,866 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 2 days, 0:31:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.2166 2021-06-19 07:05:23,003 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 2 days, 0:31:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.3151 2021-06-19 07:05:34,147 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 2 days, 0:30:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8391, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.2309 2021-06-19 07:05:45,289 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 2 days, 0:30:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.1449 2021-06-19 07:05:57,420 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-06-19 07:07:34,068 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 2 days, 0:35:42, time: 4.794, data_time: 4.170, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.2275 2021-06-19 07:07:45,189 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 2 days, 0:35:29, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4881, loss: 1.4881, grad_norm: 5.1819 2021-06-19 07:07:56,275 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 2 days, 0:35:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.5670, loss: 1.5670, grad_norm: 5.0187 2021-06-19 07:08:07,384 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 2 days, 0:35:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4957, loss: 1.4957, grad_norm: 5.3040 2021-06-19 07:08:18,477 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 2 days, 0:34:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8430, loss_cls: 1.5585, loss: 1.5585, grad_norm: 5.0697 2021-06-19 07:08:29,601 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 2 days, 0:34:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8531, loss_cls: 1.5406, loss: 1.5406, grad_norm: 5.3387 2021-06-19 07:08:40,730 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 2 days, 0:34:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.2807 2021-06-19 07:08:51,834 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 2 days, 0:34:10, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8477, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.2512 2021-06-19 07:09:02,971 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 2 days, 0:33:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4608, loss: 1.4608, grad_norm: 4.9638 2021-06-19 07:09:14,052 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 2 days, 0:33:43, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8547, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.1591 2021-06-19 07:09:25,216 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 2 days, 0:33:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.2023 2021-06-19 07:09:36,348 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 2 days, 0:33:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8367, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.1023 2021-06-19 07:09:47,470 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 2 days, 0:33:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5987, loss: 1.5987, grad_norm: 5.0225 2021-06-19 07:09:58,588 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 2 days, 0:32:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8391, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.2403 2021-06-19 07:10:10,001 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 2 days, 0:32:39, time: 0.570, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5326, loss: 1.5326, grad_norm: 5.2053 2021-06-19 07:10:21,129 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 2 days, 0:32:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.2424 2021-06-19 07:10:32,277 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 2 days, 0:32:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.1970 2021-06-19 07:10:43,402 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 2 days, 0:32:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8539, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.4491 2021-06-19 07:10:54,548 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 2 days, 0:31:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8562, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.3643 2021-06-19 07:11:05,683 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 2 days, 0:31:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8414, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.2286 2021-06-19 07:11:16,814 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 2 days, 0:31:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8336, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.3571 2021-06-19 07:11:27,989 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 2 days, 0:31:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.5361, loss: 1.5361, grad_norm: 5.1669 2021-06-19 07:11:39,140 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 2 days, 0:30:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8477, loss_cls: 1.5156, loss: 1.5156, grad_norm: 5.2866 2021-06-19 07:11:50,279 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 2 days, 0:30:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8406, loss_cls: 1.5610, loss: 1.5610, grad_norm: 5.2082 2021-06-19 07:12:01,422 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 2 days, 0:30:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5844, loss: 1.5844, grad_norm: 5.0956 2021-06-19 07:12:12,579 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 2 days, 0:30:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.3095 2021-06-19 07:12:23,727 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 2 days, 0:30:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8430, loss_cls: 1.5503, loss: 1.5503, grad_norm: 5.2610 2021-06-19 07:12:34,860 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 2 days, 0:29:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5469, loss: 1.5469, grad_norm: 5.1254 2021-06-19 07:12:45,981 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 2 days, 0:29:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6934, loss: 1.6934, grad_norm: 5.0539 2021-06-19 07:12:57,113 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 2 days, 0:29:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8367, loss_cls: 1.5747, loss: 1.5747, grad_norm: 5.3475 2021-06-19 07:13:08,251 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 2 days, 0:29:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5761, loss: 1.5761, grad_norm: 5.1989 2021-06-19 07:13:19,376 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 2 days, 0:28:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5391, loss: 1.5391, grad_norm: 5.1860 2021-06-19 07:13:30,512 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 2 days, 0:28:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8508, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.0185 2021-06-19 07:13:41,652 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 2 days, 0:28:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.1535 2021-06-19 07:13:52,804 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 2 days, 0:28:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.2218 2021-06-19 07:14:03,931 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 2 days, 0:28:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8477, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.2587 2021-06-19 07:14:15,077 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 2 days, 0:27:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.4535 2021-06-19 07:14:26,211 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 2 days, 0:27:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.1202 2021-06-19 07:14:37,351 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 2 days, 0:27:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.8983 2021-06-19 07:14:48,496 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 2 days, 0:27:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.1206 2021-06-19 07:14:59,629 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 2 days, 0:27:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8445, loss_cls: 1.5216, loss: 1.5216, grad_norm: 5.3385 2021-06-19 07:15:10,768 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 2 days, 0:26:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8602, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.2276 2021-06-19 07:15:21,922 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 2 days, 0:26:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8406, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2744 2021-06-19 07:15:33,066 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 2 days, 0:26:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.3632 2021-06-19 07:15:44,263 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 2 days, 0:26:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.1329 2021-06-19 07:15:55,403 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 2 days, 0:25:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.5001, loss: 1.5001, grad_norm: 4.9535 2021-06-19 07:16:06,542 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 2 days, 0:25:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5430, loss: 1.5430, grad_norm: 5.0912 2021-06-19 07:16:17,675 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 2 days, 0:25:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6485, loss: 1.6485, grad_norm: 5.5131 2021-06-19 07:16:28,815 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 2 days, 0:25:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.1735 2021-06-19 07:16:39,962 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 2 days, 0:25:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.1236 2021-06-19 07:16:51,124 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 2 days, 0:24:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8313, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.4229 2021-06-19 07:17:02,256 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 2 days, 0:24:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.3183 2021-06-19 07:17:13,388 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 2 days, 0:24:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.3315 2021-06-19 07:17:24,527 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 2 days, 0:24:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8430, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.1465 2021-06-19 07:17:35,667 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 2 days, 0:24:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8492, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.0861 2021-06-19 07:17:46,803 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 2 days, 0:23:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8508, loss_cls: 1.5118, loss: 1.5118, grad_norm: 5.1455 2021-06-19 07:17:57,932 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 2 days, 0:23:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.0622 2021-06-19 07:18:09,063 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 2 days, 0:23:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8438, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.1746 2021-06-19 07:18:20,211 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 2 days, 0:23:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8500, loss_cls: 1.5250, loss: 1.5250, grad_norm: 5.1468 2021-06-19 07:18:31,334 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 2 days, 0:22:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8383, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.1719 2021-06-19 07:18:42,489 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 2 days, 0:22:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8383, loss_cls: 1.5948, loss: 1.5948, grad_norm: 5.4164 2021-06-19 07:18:53,631 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 2 days, 0:22:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8273, loss_cls: 1.6124, loss: 1.6124, grad_norm: 5.1972 2021-06-19 07:19:04,780 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 2 days, 0:22:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.5783, loss: 1.5783, grad_norm: 5.1696 2021-06-19 07:19:15,909 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 2 days, 0:22:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8484, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.1671 2021-06-19 07:19:27,054 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 2 days, 0:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.0513 2021-06-19 07:19:38,204 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 2 days, 0:21:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.2844 2021-06-19 07:19:49,334 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 2 days, 0:21:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.2793 2021-06-19 07:20:00,463 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 2 days, 0:21:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6448, loss: 1.6448, grad_norm: 5.2935 2021-06-19 07:20:11,599 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 2 days, 0:20:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.2674 2021-06-19 07:20:22,734 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 2 days, 0:20:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5198, loss: 1.5198, grad_norm: 5.0877 2021-06-19 07:20:33,878 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 2 days, 0:20:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5620, loss: 1.5620, grad_norm: 5.2979 2021-06-19 07:20:45,021 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 2 days, 0:20:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8438, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.1290 2021-06-19 07:20:56,147 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 2 days, 0:20:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.2514 2021-06-19 07:21:07,263 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 2 days, 0:19:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.5319 2021-06-19 07:21:18,383 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 2 days, 0:19:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8258, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.1070 2021-06-19 07:21:29,521 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 2 days, 0:19:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5296, loss: 1.5296, grad_norm: 5.0479 2021-06-19 07:21:40,671 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 2 days, 0:19:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.2828 2021-06-19 07:21:51,805 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 2 days, 0:19:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.0821 2021-06-19 07:22:02,948 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 2 days, 0:18:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5582, loss: 1.5582, grad_norm: 4.9968 2021-06-19 07:22:14,078 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 2 days, 0:18:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.0806 2021-06-19 07:22:25,224 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 2 days, 0:18:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.1779 2021-06-19 07:22:36,329 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 2 days, 0:18:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.4471, loss: 1.4471, grad_norm: 5.0996 2021-06-19 07:22:47,480 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 2 days, 0:17:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5272, loss: 1.5272, grad_norm: 5.2155 2021-06-19 07:22:58,630 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 2 days, 0:17:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8586, loss_cls: 1.4888, loss: 1.4888, grad_norm: 5.2469 2021-06-19 07:23:09,780 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 2 days, 0:17:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.2306 2021-06-19 07:23:20,923 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 2 days, 0:17:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.0908 2021-06-19 07:23:32,057 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 2 days, 0:17:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.4059 2021-06-19 07:23:43,185 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 2 days, 0:16:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.2229 2021-06-19 07:23:54,327 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 2 days, 0:16:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.1706 2021-06-19 07:24:05,441 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 2 days, 0:16:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5932, loss: 1.5932, grad_norm: 5.3157 2021-06-19 07:24:16,574 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 2 days, 0:16:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5254, loss: 1.5254, grad_norm: 5.1566 2021-06-19 07:24:27,701 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 2 days, 0:16:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.4088 2021-06-19 07:24:38,836 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 2 days, 0:15:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.2189 2021-06-19 07:24:49,976 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 2 days, 0:15:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8367, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.2424 2021-06-19 07:25:01,108 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 2 days, 0:15:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.2957 2021-06-19 07:25:12,258 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 2 days, 0:15:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.4360 2021-06-19 07:25:23,384 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 2 days, 0:14:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5280, loss: 1.5280, grad_norm: 5.2894 2021-06-19 07:25:34,523 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 2 days, 0:14:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5764, loss: 1.5764, grad_norm: 5.0321 2021-06-19 07:25:45,664 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 2 days, 0:14:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.1887 2021-06-19 07:25:56,859 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 2 days, 0:14:17, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8445, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.4063 2021-06-19 07:26:07,971 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 2 days, 0:14:04, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8352, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.0822 2021-06-19 07:26:19,109 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 2 days, 0:13:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8336, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.2547 2021-06-19 07:26:30,258 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 2 days, 0:13:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5279, loss: 1.5279, grad_norm: 5.4712 2021-06-19 07:26:41,417 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 2 days, 0:13:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.2522 2021-06-19 07:26:52,582 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 2 days, 0:13:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4622, loss: 1.4622, grad_norm: 5.0837 2021-06-19 07:27:03,703 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 2 days, 0:13:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.4397 2021-06-19 07:27:14,842 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 2 days, 0:12:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8594, loss_cls: 1.4633, loss: 1.4633, grad_norm: 5.1963 2021-06-19 07:27:25,983 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 2 days, 0:12:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5996, loss: 1.5996, grad_norm: 5.3627 2021-06-19 07:27:37,128 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 2 days, 0:12:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.1086 2021-06-19 07:27:48,283 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 2 days, 0:12:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8477, loss_cls: 1.5631, loss: 1.5631, grad_norm: 5.1882 2021-06-19 07:27:59,387 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 2 days, 0:11:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8445, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.3722 2021-06-19 07:28:10,530 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 2 days, 0:11:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8281, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.2194 2021-06-19 07:28:21,645 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 2 days, 0:11:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.3001 2021-06-19 07:28:32,789 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 2 days, 0:11:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.3596 2021-06-19 07:28:43,925 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 2 days, 0:11:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5325, loss: 1.5325, grad_norm: 5.4704 2021-06-19 07:28:55,057 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 2 days, 0:10:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 1.5321, loss: 1.5321, grad_norm: 5.1465 2021-06-19 07:29:06,205 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 2 days, 0:10:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.5198, loss: 1.5198, grad_norm: 5.1015 2021-06-19 07:29:17,326 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 2 days, 0:10:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8430, loss_cls: 1.5440, loss: 1.5440, grad_norm: 5.1966 2021-06-19 07:29:28,472 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 2 days, 0:10:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.2372 2021-06-19 07:29:39,633 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 2 days, 0:09:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.9524 2021-06-19 07:29:50,776 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 2 days, 0:09:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2193 2021-06-19 07:30:01,909 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 2 days, 0:09:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.4120 2021-06-19 07:30:13,026 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 2 days, 0:09:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.1748 2021-06-19 07:30:24,159 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 2 days, 0:09:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.1970 2021-06-19 07:30:35,307 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 2 days, 0:08:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.1957 2021-06-19 07:30:46,451 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 2 days, 0:08:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8523, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.1205 2021-06-19 07:30:57,583 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 2 days, 0:08:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8320, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.2906 2021-06-19 07:31:08,715 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 2 days, 0:08:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.5781, loss: 1.5781, grad_norm: 5.3153 2021-06-19 07:31:19,831 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 2 days, 0:08:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.2448 2021-06-19 07:31:30,974 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 2 days, 0:07:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.2149 2021-06-19 07:31:42,105 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 2 days, 0:07:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8422, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.2389 2021-06-19 07:31:53,247 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 2 days, 0:07:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.3050 2021-06-19 07:32:04,377 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 2 days, 0:07:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.2413 2021-06-19 07:32:15,529 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 2 days, 0:06:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8359, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.2711 2021-06-19 07:32:26,663 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 2 days, 0:06:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5873, loss: 1.5873, grad_norm: 5.1434 2021-06-19 07:32:37,799 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 2 days, 0:06:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8430, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.3374 2021-06-19 07:32:48,930 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 2 days, 0:06:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.2785 2021-06-19 07:33:00,074 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 2 days, 0:06:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.1630 2021-06-19 07:33:11,200 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 2 days, 0:05:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.3651 2021-06-19 07:33:22,342 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 2 days, 0:05:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.1760 2021-06-19 07:33:33,489 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 2 days, 0:05:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.1832 2021-06-19 07:33:44,627 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 2 days, 0:05:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8531, loss_cls: 1.5039, loss: 1.5039, grad_norm: 5.2118 2021-06-19 07:33:55,780 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 2 days, 0:05:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.2257 2021-06-19 07:34:06,923 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 2 days, 0:04:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5756, loss: 1.5756, grad_norm: 5.0875 2021-06-19 07:34:18,051 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 2 days, 0:04:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8266, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.3374 2021-06-19 07:34:29,213 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 2 days, 0:04:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5691, loss: 1.5691, grad_norm: 5.1291 2021-06-19 07:34:40,363 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 2 days, 0:04:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8492, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.0777 2021-06-19 07:34:51,506 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 2 days, 0:03:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.2313 2021-06-19 07:35:02,725 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 2 days, 0:03:45, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.2250 2021-06-19 07:35:13,810 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 2 days, 0:03:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.1039 2021-06-19 07:35:24,954 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 2 days, 0:03:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.2156 2021-06-19 07:35:36,097 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 2 days, 0:03:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.0493 2021-06-19 07:35:47,240 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 2 days, 0:02:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8453, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.3366 2021-06-19 07:35:58,384 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 2 days, 0:02:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.2119 2021-06-19 07:36:09,518 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 2 days, 0:02:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8430, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.1703 2021-06-19 07:36:20,659 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 2 days, 0:02:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.2410 2021-06-19 07:36:32,650 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 2 days, 0:02:05, time: 0.598, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.0900 2021-06-19 07:36:43,802 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 2 days, 0:01:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.2654 2021-06-19 07:36:54,932 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 2 days, 0:01:39, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8305, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.0054 2021-06-19 07:37:06,846 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 2 days, 0:01:30, time: 0.596, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8453, loss_cls: 1.5815, loss: 1.5815, grad_norm: 5.2208 2021-06-19 07:37:17,981 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 2 days, 0:01:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.5658, loss: 1.5658, grad_norm: 5.2077 2021-06-19 07:37:29,143 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 2 days, 0:01:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8328, loss_cls: 1.5744, loss: 1.5744, grad_norm: 5.2407 2021-06-19 07:37:40,295 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 2 days, 0:00:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.0253 2021-06-19 07:37:51,430 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 2 days, 0:00:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.1223 2021-06-19 07:38:02,571 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 2 days, 0:00:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.2033 2021-06-19 07:38:13,710 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 2 days, 0:00:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.3485 2021-06-19 07:38:24,847 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 2 days, 0:00:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5215, loss: 1.5215, grad_norm: 5.2290 2021-06-19 07:38:35,985 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 1 day, 23:59:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.2291 2021-06-19 07:38:47,131 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 1 day, 23:59:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.5296, loss: 1.5296, grad_norm: 5.1931 2021-06-19 07:38:58,276 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 1 day, 23:59:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.1729 2021-06-19 07:39:09,403 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 1 day, 23:59:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6373, loss: 1.6373, grad_norm: 5.2862 2021-06-19 07:39:20,530 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 1 day, 23:58:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8430, loss_cls: 1.5569, loss: 1.5569, grad_norm: 4.9791 2021-06-19 07:39:31,680 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 1 day, 23:58:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5485, loss: 1.5485, grad_norm: 4.8755 2021-06-19 07:39:42,846 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 1 day, 23:58:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.3343 2021-06-19 07:39:53,961 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 1 day, 23:58:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8383, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.2641 2021-06-19 07:40:05,320 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 1 day, 23:58:05, time: 0.567, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8398, loss_cls: 1.5470, loss: 1.5470, grad_norm: 5.1882 2021-06-19 07:40:16,441 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 1 day, 23:57:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.2676 2021-06-19 07:40:27,586 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 1 day, 23:57:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.2313 2021-06-19 07:40:38,794 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 1 day, 23:57:27, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.6732, loss: 1.6732, grad_norm: 5.4237 2021-06-19 07:40:49,883 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 1 day, 23:57:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.3741 2021-06-19 07:41:01,018 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 1 day, 23:57:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8320, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.1858 2021-06-19 07:41:12,163 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 1 day, 23:56:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.2232 2021-06-19 07:41:23,299 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 1 day, 23:56:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8406, loss_cls: 1.5840, loss: 1.5840, grad_norm: 5.3095 2021-06-19 07:41:34,447 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 1 day, 23:56:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.1397 2021-06-19 07:41:45,583 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 1 day, 23:56:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8453, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.2760 2021-06-19 07:41:56,714 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 1 day, 23:55:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8297, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.0901 2021-06-19 07:42:07,871 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 1 day, 23:55:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8500, loss_cls: 1.5014, loss: 1.5014, grad_norm: 5.1728 2021-06-19 07:42:19,447 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-06-19 07:43:39,072 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 1 day, 23:59:13, time: 3.951, data_time: 3.376, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8516, loss_cls: 1.4887, loss: 1.4887, grad_norm: 5.0218 2021-06-19 07:43:50,198 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 1 day, 23:59:00, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8508, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.1588 2021-06-19 07:44:01,306 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 1 day, 23:58:47, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5590, loss: 1.5590, grad_norm: 5.2751 2021-06-19 07:44:12,416 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 1 day, 23:58:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.2620 2021-06-19 07:44:23,548 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 1 day, 23:58:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5908, loss: 1.5908, grad_norm: 5.1605 2021-06-19 07:44:34,668 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 1 day, 23:58:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8344, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.2724 2021-06-19 07:44:45,807 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 1 day, 23:57:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.3506 2021-06-19 07:44:56,939 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 1 day, 23:57:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.1974 2021-06-19 07:45:08,165 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 1 day, 23:57:30, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.9761 2021-06-19 07:45:19,282 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 1 day, 23:57:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.2809 2021-06-19 07:45:30,425 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 1 day, 23:57:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.1687 2021-06-19 07:45:41,573 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 1 day, 23:56:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.0897 2021-06-19 07:45:52,713 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 1 day, 23:56:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5194, loss: 1.5194, grad_norm: 5.3442 2021-06-19 07:46:03,838 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 1 day, 23:56:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4261, loss: 1.4261, grad_norm: 4.9945 2021-06-19 07:46:14,955 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 1 day, 23:56:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8625, loss_cls: 1.4315, loss: 1.4315, grad_norm: 5.2883 2021-06-19 07:46:26,087 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 1 day, 23:55:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.3419 2021-06-19 07:46:37,206 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 1 day, 23:55:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.5627, loss: 1.5627, grad_norm: 5.2618 2021-06-19 07:46:48,370 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 1 day, 23:55:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.4298, loss: 1.4298, grad_norm: 5.0193 2021-06-19 07:46:59,506 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 1 day, 23:55:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8633, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.3485 2021-06-19 07:47:10,626 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 1 day, 23:55:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8539, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.3833 2021-06-19 07:47:21,743 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 1 day, 23:54:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.1217 2021-06-19 07:47:32,887 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 1 day, 23:54:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.1239 2021-06-19 07:47:44,029 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 1 day, 23:54:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8391, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.2932 2021-06-19 07:47:55,194 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 1 day, 23:54:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.4909 2021-06-19 07:48:06,337 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 1 day, 23:54:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5622, loss: 1.5622, grad_norm: 5.1327 2021-06-19 07:48:17,481 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 1 day, 23:53:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8523, loss_cls: 1.5201, loss: 1.5201, grad_norm: 5.2978 2021-06-19 07:48:28,627 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 1 day, 23:53:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5162, loss: 1.5162, grad_norm: 5.0886 2021-06-19 07:48:39,765 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 1 day, 23:53:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.2476 2021-06-19 07:48:50,907 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 1 day, 23:53:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.0103 2021-06-19 07:49:02,045 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 1 day, 23:52:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8523, loss_cls: 1.5182, loss: 1.5182, grad_norm: 5.1614 2021-06-19 07:49:13,178 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 1 day, 23:52:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.2143 2021-06-19 07:49:24,306 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 1 day, 23:52:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.2388 2021-06-19 07:49:35,424 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 1 day, 23:52:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.1846 2021-06-19 07:49:46,564 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 1 day, 23:52:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8586, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.9500 2021-06-19 07:49:57,711 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 1 day, 23:51:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8438, loss_cls: 1.5330, loss: 1.5330, grad_norm: 5.1656 2021-06-19 07:50:08,863 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 1 day, 23:51:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8305, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.3935 2021-06-19 07:50:19,994 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 1 day, 23:51:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.2940 2021-06-19 07:50:31,130 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 1 day, 23:51:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4492, loss: 1.4492, grad_norm: 4.9920 2021-06-19 07:50:42,248 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 1 day, 23:51:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8422, loss_cls: 1.4969, loss: 1.4969, grad_norm: 5.1800 2021-06-19 07:50:53,382 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 1 day, 23:50:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8305, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.3492 2021-06-19 07:51:04,507 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 1 day, 23:50:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8391, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.3524 2021-06-19 07:51:15,612 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 1 day, 23:50:24, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5536, loss: 1.5536, grad_norm: 5.3768 2021-06-19 07:51:26,757 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 1 day, 23:50:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4890, loss: 1.4890, grad_norm: 5.2558 2021-06-19 07:51:37,893 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 1 day, 23:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.1137 2021-06-19 07:51:49,037 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 1 day, 23:49:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5346, loss: 1.5346, grad_norm: 5.1647 2021-06-19 07:52:00,182 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 1 day, 23:49:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8414, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.3143 2021-06-19 07:52:11,311 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 1 day, 23:49:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.2100 2021-06-19 07:52:22,426 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 1 day, 23:49:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.2361 2021-06-19 07:52:33,537 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 1 day, 23:48:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.1831 2021-06-19 07:52:44,632 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 1 day, 23:48:40, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.1085 2021-06-19 07:52:55,759 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 1 day, 23:48:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.2100 2021-06-19 07:53:06,889 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 1 day, 23:48:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8445, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.2541 2021-06-19 07:53:18,031 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 1 day, 23:48:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.0920 2021-06-19 07:53:29,186 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 1 day, 23:47:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8492, loss_cls: 1.5427, loss: 1.5427, grad_norm: 5.3752 2021-06-19 07:53:40,329 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 1 day, 23:47:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.0330 2021-06-19 07:53:51,472 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 1 day, 23:47:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5194, loss: 1.5194, grad_norm: 5.2821 2021-06-19 07:54:02,611 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 1 day, 23:47:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8562, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.2313 2021-06-19 07:54:13,736 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 1 day, 23:46:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8414, loss_cls: 1.5651, loss: 1.5651, grad_norm: 5.4120 2021-06-19 07:54:24,871 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 1 day, 23:46:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8367, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.1535 2021-06-19 07:54:35,994 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 1 day, 23:46:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.6229, loss: 1.6229, grad_norm: 5.2957 2021-06-19 07:54:47,148 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 1 day, 23:46:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8367, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.2045 2021-06-19 07:54:58,320 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 1 day, 23:46:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8430, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.3824 2021-06-19 07:55:09,462 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 1 day, 23:45:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6546, loss: 1.6546, grad_norm: 5.3515 2021-06-19 07:55:20,581 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 1 day, 23:45:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5691, loss: 1.5691, grad_norm: 5.0412 2021-06-19 07:55:31,710 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 1 day, 23:45:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.1494 2021-06-19 07:55:42,855 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 1 day, 23:45:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8297, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.1480 2021-06-19 07:55:54,003 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 1 day, 23:45:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8359, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.1936 2021-06-19 07:56:05,162 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 1 day, 23:44:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5365, loss: 1.5365, grad_norm: 4.8736 2021-06-19 07:56:16,304 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 1 day, 23:44:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.5046, loss: 1.5046, grad_norm: 5.1471 2021-06-19 07:56:27,439 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 1 day, 23:44:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8445, loss_cls: 1.5370, loss: 1.5370, grad_norm: 5.2631 2021-06-19 07:56:38,568 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 1 day, 23:44:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8305, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.2344 2021-06-19 07:56:49,703 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 1 day, 23:43:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.0680 2021-06-19 07:57:00,843 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 1 day, 23:43:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8461, loss_cls: 1.5178, loss: 1.5178, grad_norm: 5.2069 2021-06-19 07:57:11,992 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 1 day, 23:43:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.0794 2021-06-19 07:57:23,135 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 1 day, 23:43:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.1523 2021-06-19 07:57:34,263 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 1 day, 23:43:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5577, loss: 1.5577, grad_norm: 5.2720 2021-06-19 07:57:45,390 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 1 day, 23:42:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8492, loss_cls: 1.5927, loss: 1.5927, grad_norm: 5.2962 2021-06-19 07:57:56,548 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 1 day, 23:42:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8609, loss_cls: 1.4732, loss: 1.4732, grad_norm: 5.1990 2021-06-19 07:58:07,692 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 1 day, 23:42:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.3283 2021-06-19 07:58:18,831 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 1 day, 23:42:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6010, loss: 1.6010, grad_norm: 5.1871 2021-06-19 07:58:30,019 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 1 day, 23:42:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.1352 2021-06-19 07:58:41,131 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 1 day, 23:41:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.1258 2021-06-19 07:58:52,271 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 1 day, 23:41:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8367, loss_cls: 1.5652, loss: 1.5652, grad_norm: 5.2094 2021-06-19 07:59:03,418 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 1 day, 23:41:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.1840 2021-06-19 07:59:14,554 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 1 day, 23:41:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.4485 2021-06-19 07:59:25,695 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 1 day, 23:40:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8422, loss_cls: 1.5434, loss: 1.5434, grad_norm: 5.1213 2021-06-19 07:59:36,843 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 1 day, 23:40:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8523, loss_cls: 1.5367, loss: 1.5367, grad_norm: 5.1906 2021-06-19 07:59:47,971 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 1 day, 23:40:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8539, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.1405 2021-06-19 07:59:59,118 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 1 day, 23:40:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8352, loss_cls: 1.6023, loss: 1.6023, grad_norm: 5.2839 2021-06-19 08:00:10,277 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 1 day, 23:40:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8359, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.2361 2021-06-19 08:00:21,414 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 1 day, 23:39:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.2946 2021-06-19 08:00:32,563 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 1 day, 23:39:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8414, loss_cls: 1.5495, loss: 1.5495, grad_norm: 5.2398 2021-06-19 08:00:43,703 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 1 day, 23:39:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.5649, loss: 1.5649, grad_norm: 5.2902 2021-06-19 08:00:54,856 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 1 day, 23:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.2674 2021-06-19 08:01:05,991 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 1 day, 23:39:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8211, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.5679 2021-06-19 08:01:17,117 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 1 day, 23:38:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.2085 2021-06-19 08:01:28,260 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 1 day, 23:38:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5044, loss: 1.5044, grad_norm: 5.2948 2021-06-19 08:01:39,408 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 1 day, 23:38:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8383, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.5072 2021-06-19 08:01:50,530 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 1 day, 23:38:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.2798 2021-06-19 08:02:01,648 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 1 day, 23:37:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.6051, loss: 1.6051, grad_norm: 5.3063 2021-06-19 08:02:12,776 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 1 day, 23:37:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.2255 2021-06-19 08:02:23,911 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 1 day, 23:37:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.5752, loss: 1.5752, grad_norm: 5.3898 2021-06-19 08:02:35,046 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 1 day, 23:37:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8492, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.2036 2021-06-19 08:02:46,159 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 1 day, 23:37:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8398, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.3390 2021-06-19 08:02:57,281 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 1 day, 23:36:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.2099 2021-06-19 08:03:08,421 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 1 day, 23:36:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5695, loss: 1.5695, grad_norm: 5.2536 2021-06-19 08:03:19,554 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 1 day, 23:36:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8352, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.4687 2021-06-19 08:03:30,689 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 1 day, 23:36:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.2565 2021-06-19 08:03:41,808 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 1 day, 23:36:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8430, loss_cls: 1.5505, loss: 1.5505, grad_norm: 5.1713 2021-06-19 08:03:52,928 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 1 day, 23:35:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5415, loss: 1.5415, grad_norm: 5.0206 2021-06-19 08:04:04,080 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 1 day, 23:35:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8281, loss_cls: 1.5927, loss: 1.5927, grad_norm: 5.1155 2021-06-19 08:04:15,201 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 1 day, 23:35:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.1006 2021-06-19 08:04:26,346 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 1 day, 23:35:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.3091 2021-06-19 08:04:37,513 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 1 day, 23:34:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8422, loss_cls: 1.5580, loss: 1.5580, grad_norm: 5.4331 2021-06-19 08:04:48,650 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 1 day, 23:34:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.2176 2021-06-19 08:04:59,808 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 1 day, 23:34:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8609, loss_cls: 1.4501, loss: 1.4501, grad_norm: 5.1642 2021-06-19 08:05:10,979 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 1 day, 23:34:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8336, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.3936 2021-06-19 08:05:22,061 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 1 day, 23:34:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.1092 2021-06-19 08:05:33,210 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 1 day, 23:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5469, loss: 1.5469, grad_norm: 5.2168 2021-06-19 08:05:44,336 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 1 day, 23:33:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.3364 2021-06-19 08:05:55,496 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 1 day, 23:33:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8469, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.3632 2021-06-19 08:06:06,638 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 1 day, 23:33:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5663, loss: 1.5663, grad_norm: 5.4040 2021-06-19 08:06:17,776 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 1 day, 23:33:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.2799 2021-06-19 08:06:28,909 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 1 day, 23:32:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8555, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.2802 2021-06-19 08:06:40,037 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 1 day, 23:32:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8289, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.1826 2021-06-19 08:06:51,153 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 1 day, 23:32:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8414, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.3836 2021-06-19 08:07:02,297 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 1 day, 23:32:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.4996, loss: 1.4996, grad_norm: 5.0012 2021-06-19 08:07:13,450 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 1 day, 23:31:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.2840 2021-06-19 08:07:24,590 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 1 day, 23:31:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.0788 2021-06-19 08:07:35,718 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 1 day, 23:31:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.3945 2021-06-19 08:07:46,858 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 1 day, 23:31:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5805, loss: 1.5805, grad_norm: 5.3512 2021-06-19 08:07:57,983 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 1 day, 23:31:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.1808 2021-06-19 08:08:09,132 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 1 day, 23:30:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8469, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.1688 2021-06-19 08:08:20,264 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 1 day, 23:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8305, loss_cls: 1.6039, loss: 1.6039, grad_norm: 5.2085 2021-06-19 08:08:31,391 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 1 day, 23:30:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5854, loss: 1.5854, grad_norm: 5.2192 2021-06-19 08:08:42,512 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 1 day, 23:30:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.5044, loss: 1.5044, grad_norm: 5.0991 2021-06-19 08:08:53,642 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 1 day, 23:30:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8508, loss_cls: 1.5236, loss: 1.5236, grad_norm: 5.1478 2021-06-19 08:09:04,823 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 1 day, 23:29:50, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.0269 2021-06-19 08:09:15,910 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 1 day, 23:29:37, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8250, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.2842 2021-06-19 08:09:27,065 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 1 day, 23:29:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.2132 2021-06-19 08:09:38,198 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 1 day, 23:29:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8422, loss_cls: 1.5200, loss: 1.5200, grad_norm: 5.0471 2021-06-19 08:09:49,327 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 1 day, 23:28:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5529, loss: 1.5529, grad_norm: 4.9670 2021-06-19 08:10:00,458 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 1 day, 23:28:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8320, loss_cls: 1.6120, loss: 1.6120, grad_norm: 5.1128 2021-06-19 08:10:11,605 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 1 day, 23:28:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.3386 2021-06-19 08:10:22,742 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 1 day, 23:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4656, loss: 1.4656, grad_norm: 5.2658 2021-06-19 08:10:33,877 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 1 day, 23:28:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8320, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.3984 2021-06-19 08:10:45,009 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 1 day, 23:27:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.2404 2021-06-19 08:10:56,143 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 1 day, 23:27:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8367, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.2675 2021-06-19 08:11:07,260 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 1 day, 23:27:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8477, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.1674 2021-06-19 08:11:18,400 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 1 day, 23:27:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.1806 2021-06-19 08:11:29,564 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 1 day, 23:27:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.2057 2021-06-19 08:11:40,715 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 1 day, 23:26:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.5740, loss: 1.5740, grad_norm: 4.9494 2021-06-19 08:11:51,864 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 1 day, 23:26:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5689, loss: 1.5689, grad_norm: 5.1994 2021-06-19 08:12:02,998 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 1 day, 23:26:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.1915 2021-06-19 08:12:14,138 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 1 day, 23:26:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.3259 2021-06-19 08:12:25,284 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 1 day, 23:26:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.2242 2021-06-19 08:12:36,441 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 1 day, 23:25:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.2385 2021-06-19 08:12:47,587 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 1 day, 23:25:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.3126 2021-06-19 08:12:58,714 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 1 day, 23:25:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.1222 2021-06-19 08:13:09,844 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 1 day, 23:25:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.0919 2021-06-19 08:13:20,972 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 1 day, 23:24:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.2507 2021-06-19 08:13:32,120 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 1 day, 23:24:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5930, loss: 1.5930, grad_norm: 5.2554 2021-06-19 08:13:43,284 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 1 day, 23:24:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.1930 2021-06-19 08:13:54,428 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 1 day, 23:24:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.2533 2021-06-19 08:14:05,573 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 1 day, 23:24:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.2902 2021-06-19 08:14:16,699 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 1 day, 23:23:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8289, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.3653 2021-06-19 08:14:27,852 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 1 day, 23:23:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.2847 2021-06-19 08:14:39,008 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 1 day, 23:23:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8508, loss_cls: 1.5015, loss: 1.5015, grad_norm: 5.1317 2021-06-19 08:14:50,129 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 1 day, 23:23:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8406, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.2623 2021-06-19 08:15:01,257 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 1 day, 23:23:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.5783, loss: 1.5783, grad_norm: 5.4944 2021-06-19 08:15:12,406 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 1 day, 23:22:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8641, loss_cls: 1.4483, loss: 1.4483, grad_norm: 5.0429 2021-06-19 08:15:23,545 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 1 day, 23:22:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.3105 2021-06-19 08:15:34,665 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 1 day, 23:22:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8414, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.3042 2021-06-19 08:15:45,788 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 1 day, 23:22:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8508, loss_cls: 1.5015, loss: 1.5015, grad_norm: 5.0840 2021-06-19 08:15:56,898 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 1 day, 23:21:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8438, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.0803 2021-06-19 08:16:08,031 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 1 day, 23:21:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.1448 2021-06-19 08:16:19,150 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 1 day, 23:21:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.3147 2021-06-19 08:16:30,285 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 1 day, 23:21:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.9348 2021-06-19 08:16:41,405 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 1 day, 23:21:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8508, loss_cls: 1.6134, loss: 1.6134, grad_norm: 5.1129 2021-06-19 08:16:52,552 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 1 day, 23:20:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5261, loss: 1.5261, grad_norm: 5.3034 2021-06-19 08:17:03,686 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 1 day, 23:20:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8438, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.1625 2021-06-19 08:17:14,835 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 1 day, 23:20:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8438, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.4444 2021-06-19 08:17:25,980 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 1 day, 23:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8336, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.0910 2021-06-19 08:17:37,109 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 1 day, 23:20:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5813, loss: 1.5813, grad_norm: 5.1374 2021-06-19 08:17:48,284 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 1 day, 23:19:49, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.2118 2021-06-19 08:17:59,384 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 1 day, 23:19:36, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.1419 2021-06-19 08:18:10,517 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 1 day, 23:19:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.2644 2021-06-19 08:18:23,126 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-06-19 08:19:57,149 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 1 day, 23:23:33, time: 4.656, data_time: 3.922, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8617, loss_cls: 1.3975, loss: 1.3975, grad_norm: 5.0005 2021-06-19 08:20:08,342 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 1 day, 23:23:20, time: 0.560, data_time: 0.006, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.2200 2021-06-19 08:20:19,422 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 1 day, 23:23:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.3079 2021-06-19 08:20:30,561 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 1 day, 23:22:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8438, loss_cls: 1.5348, loss: 1.5348, grad_norm: 5.2347 2021-06-19 08:20:41,689 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 1 day, 23:22:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.4974, loss: 1.4974, grad_norm: 5.0530 2021-06-19 08:20:52,829 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 1 day, 23:22:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.3841 2021-06-19 08:21:03,940 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 1 day, 23:22:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.5081, loss: 1.5081, grad_norm: 5.3212 2021-06-19 08:21:15,089 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 1 day, 23:22:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8453, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.2810 2021-06-19 08:21:26,223 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 1 day, 23:21:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4829, loss: 1.4829, grad_norm: 5.0236 2021-06-19 08:21:37,357 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 1 day, 23:21:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.1460 2021-06-19 08:21:48,496 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 1 day, 23:21:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.1197 2021-06-19 08:21:59,625 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 1 day, 23:21:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.0830 2021-06-19 08:22:10,722 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 1 day, 23:20:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8508, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.3811 2021-06-19 08:22:21,849 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 1 day, 23:20:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5919, loss: 1.5919, grad_norm: 5.3987 2021-06-19 08:22:32,994 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 1 day, 23:20:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.3341 2021-06-19 08:22:44,152 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 1 day, 23:20:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5105, loss: 1.5105, grad_norm: 5.2248 2021-06-19 08:22:55,291 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 1 day, 23:20:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8461, loss_cls: 1.5410, loss: 1.5410, grad_norm: 5.3437 2021-06-19 08:23:06,421 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 1 day, 23:19:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5423, loss: 1.5423, grad_norm: 5.1056 2021-06-19 08:23:17,538 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 1 day, 23:19:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8359, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.1867 2021-06-19 08:23:28,685 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 1 day, 23:19:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8383, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.0291 2021-06-19 08:23:39,825 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 1 day, 23:19:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8594, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.1708 2021-06-19 08:23:50,963 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 1 day, 23:19:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.4596 2021-06-19 08:24:02,100 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 1 day, 23:18:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8516, loss_cls: 1.5428, loss: 1.5428, grad_norm: 5.2869 2021-06-19 08:24:13,241 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 1 day, 23:18:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8320, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.4274 2021-06-19 08:24:24,410 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 1 day, 23:18:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8414, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.5796 2021-06-19 08:24:35,560 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 1 day, 23:18:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5783, loss: 1.5783, grad_norm: 5.0656 2021-06-19 08:24:46,715 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 1 day, 23:17:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.4335 2021-06-19 08:24:57,855 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 1 day, 23:17:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5469, loss: 1.5469, grad_norm: 5.3586 2021-06-19 08:25:08,995 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 1 day, 23:17:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.2423 2021-06-19 08:25:20,125 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 1 day, 23:17:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6038, loss: 1.6038, grad_norm: 5.2045 2021-06-19 08:25:31,253 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 1 day, 23:17:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8555, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.1789 2021-06-19 08:25:42,401 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 1 day, 23:16:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4561, loss: 1.4561, grad_norm: 5.0590 2021-06-19 08:25:53,554 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 1 day, 23:16:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4553, loss: 1.4553, grad_norm: 5.0582 2021-06-19 08:26:04,702 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 1 day, 23:16:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8609, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.1452 2021-06-19 08:26:15,830 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 1 day, 23:16:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8422, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.3730 2021-06-19 08:26:26,982 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 1 day, 23:16:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.2639 2021-06-19 08:26:38,132 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 1 day, 23:15:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.1557 2021-06-19 08:26:49,267 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 1 day, 23:15:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5957, loss: 1.5957, grad_norm: 5.1656 2021-06-19 08:27:00,423 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 1 day, 23:15:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5054, loss: 1.5054, grad_norm: 4.9359 2021-06-19 08:27:11,563 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 1 day, 23:15:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.0382 2021-06-19 08:27:22,710 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 1 day, 23:15:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8539, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.1917 2021-06-19 08:27:33,864 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 1 day, 23:14:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.0779 2021-06-19 08:27:45,011 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 1 day, 23:14:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.1681 2021-06-19 08:27:56,159 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 1 day, 23:14:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.1986 2021-06-19 08:28:07,314 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 1 day, 23:14:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.5044, loss: 1.5044, grad_norm: 5.1431 2021-06-19 08:28:18,478 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 1 day, 23:13:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.2350 2021-06-19 08:28:29,586 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 1 day, 23:13:43, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.2704 2021-06-19 08:28:40,730 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 1 day, 23:13:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8344, loss_cls: 1.5503, loss: 1.5503, grad_norm: 5.4348 2021-06-19 08:28:51,879 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 1 day, 23:13:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.3018 2021-06-19 08:29:03,039 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 1 day, 23:13:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5817, loss: 1.5817, grad_norm: 5.2737 2021-06-19 08:29:14,177 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 1 day, 23:12:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.1010 2021-06-19 08:29:25,337 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 1 day, 23:12:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.4510, loss: 1.4510, grad_norm: 5.2637 2021-06-19 08:29:36,475 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 1 day, 23:12:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8336, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.2656 2021-06-19 08:29:47,631 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 1 day, 23:12:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.5409 2021-06-19 08:29:58,784 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 1 day, 23:12:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.3231 2021-06-19 08:30:10,048 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 1 day, 23:11:48, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.0891 2021-06-19 08:30:21,183 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 1 day, 23:11:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5259, loss: 1.5259, grad_norm: 5.1000 2021-06-19 08:30:32,325 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 1 day, 23:11:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.0211 2021-06-19 08:30:43,469 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 1 day, 23:11:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6011, loss: 1.6011, grad_norm: 5.1090 2021-06-19 08:30:54,632 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 1 day, 23:10:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.3069 2021-06-19 08:31:05,778 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 1 day, 23:10:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.3760 2021-06-19 08:31:16,926 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 1 day, 23:10:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.4836, loss: 1.4836, grad_norm: 5.2614 2021-06-19 08:31:28,077 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 1 day, 23:10:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4958, loss: 1.4958, grad_norm: 5.1570 2021-06-19 08:31:39,227 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 1 day, 23:10:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.2016 2021-06-19 08:31:50,378 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 1 day, 23:09:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8422, loss_cls: 1.5455, loss: 1.5455, grad_norm: 5.2495 2021-06-19 08:32:01,541 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 1 day, 23:09:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.5969, loss: 1.5969, grad_norm: 5.2366 2021-06-19 08:32:12,667 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 1 day, 23:09:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.2152 2021-06-19 08:32:23,804 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 1 day, 23:09:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.5966, loss: 1.5966, grad_norm: 5.2869 2021-06-19 08:32:34,934 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 1 day, 23:09:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.5641, loss: 1.5641, grad_norm: 5.3946 2021-06-19 08:32:46,073 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 1 day, 23:08:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8438, loss_cls: 1.5478, loss: 1.5478, grad_norm: 5.2527 2021-06-19 08:32:57,226 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 1 day, 23:08:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5209, loss: 1.5209, grad_norm: 5.2669 2021-06-19 08:33:08,371 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 1 day, 23:08:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8430, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.1766 2021-06-19 08:33:19,530 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 1 day, 23:08:11, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.5347, loss: 1.5347, grad_norm: 5.1758 2021-06-19 08:33:30,679 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 1 day, 23:07:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4508, loss: 1.4508, grad_norm: 5.0618 2021-06-19 08:33:41,821 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 1 day, 23:07:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.5222, loss: 1.5222, grad_norm: 5.2731 2021-06-19 08:33:52,978 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 1 day, 23:07:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.1804 2021-06-19 08:34:04,113 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 1 day, 23:07:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4857, loss: 1.4857, grad_norm: 4.9727 2021-06-19 08:34:15,252 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 1 day, 23:07:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.3186 2021-06-19 08:34:26,401 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 1 day, 23:06:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8375, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.1609 2021-06-19 08:34:37,557 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 1 day, 23:06:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8438, loss_cls: 1.5754, loss: 1.5754, grad_norm: 5.1643 2021-06-19 08:34:48,709 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 1 day, 23:06:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.1691 2021-06-19 08:34:59,900 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 1 day, 23:06:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8398, loss_cls: 1.5302, loss: 1.5302, grad_norm: 5.1959 2021-06-19 08:35:11,074 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 1 day, 23:06:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.1803 2021-06-19 08:35:22,212 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 1 day, 23:05:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8445, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.0930 2021-06-19 08:35:33,359 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 1 day, 23:05:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.6106, loss: 1.6106, grad_norm: 5.2430 2021-06-19 08:35:44,512 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 1 day, 23:05:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.4217 2021-06-19 08:35:55,650 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 1 day, 23:05:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.3356 2021-06-19 08:36:06,809 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 1 day, 23:05:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.2379 2021-06-19 08:36:17,928 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 1 day, 23:04:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5610, loss: 1.5610, grad_norm: 5.0135 2021-06-19 08:36:29,100 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 1 day, 23:04:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8570, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.0810 2021-06-19 08:36:40,275 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 1 day, 23:04:22, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.2786 2021-06-19 08:36:51,417 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 1 day, 23:04:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.1544 2021-06-19 08:37:02,572 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 1 day, 23:03:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5911, loss: 1.5911, grad_norm: 5.2380 2021-06-19 08:37:13,740 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 1 day, 23:03:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4867, loss: 1.4867, grad_norm: 5.0301 2021-06-19 08:37:24,898 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 1 day, 23:03:31, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.2913 2021-06-19 08:37:36,046 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 1 day, 23:03:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.1207 2021-06-19 08:37:47,180 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 1 day, 23:03:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.3685 2021-06-19 08:37:58,330 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 1 day, 23:02:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.5955, loss: 1.5955, grad_norm: 5.3224 2021-06-19 08:38:09,486 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 1 day, 23:02:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8508, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.1511 2021-06-19 08:38:20,624 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 1 day, 23:02:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.3446 2021-06-19 08:38:31,809 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 1 day, 23:02:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.3632 2021-06-19 08:38:42,987 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 1 day, 23:02:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8453, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.1499 2021-06-19 08:38:54,130 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 1 day, 23:01:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8500, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.2178 2021-06-19 08:39:05,281 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 1 day, 23:01:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4097, loss: 1.4097, grad_norm: 5.0141 2021-06-19 08:39:16,413 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 1 day, 23:01:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.1754 2021-06-19 08:39:27,551 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 1 day, 23:01:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5745, loss: 1.5745, grad_norm: 5.2408 2021-06-19 08:39:38,694 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 1 day, 23:00:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4465, loss: 1.4465, grad_norm: 5.0817 2021-06-19 08:39:49,848 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 1 day, 23:00:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.4700 2021-06-19 08:40:01,000 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 1 day, 23:00:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5383, loss: 1.5383, grad_norm: 5.1776 2021-06-19 08:40:12,154 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 1 day, 23:00:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8461, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.2009 2021-06-19 08:40:23,296 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 1 day, 23:00:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8508, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.1915 2021-06-19 08:40:34,445 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 1 day, 22:59:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8344, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.3329 2021-06-19 08:40:45,594 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 1 day, 22:59:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.6310, loss: 1.6310, grad_norm: 5.3376 2021-06-19 08:40:56,747 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 1 day, 22:59:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.3475 2021-06-19 08:41:07,896 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 1 day, 22:59:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5072, loss: 1.5072, grad_norm: 5.1121 2021-06-19 08:41:19,027 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 1 day, 22:59:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8344, loss_cls: 1.6334, loss: 1.6334, grad_norm: 5.2625 2021-06-19 08:41:30,166 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 1 day, 22:58:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5564, loss: 1.5564, grad_norm: 5.0203 2021-06-19 08:41:41,322 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 1 day, 22:58:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.5176, loss: 1.5176, grad_norm: 5.2197 2021-06-19 08:41:52,495 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 1 day, 22:58:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8367, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.2532 2021-06-19 08:42:03,679 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 1 day, 22:58:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.5596, loss: 1.5596, grad_norm: 5.3747 2021-06-19 08:42:14,793 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 1 day, 22:58:01, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.1686 2021-06-19 08:42:25,948 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 1 day, 22:57:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8570, loss_cls: 1.4799, loss: 1.4799, grad_norm: 5.1677 2021-06-19 08:42:37,105 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 1 day, 22:57:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5262, loss: 1.5262, grad_norm: 5.1250 2021-06-19 08:42:48,250 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 1 day, 22:57:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8438, loss_cls: 1.5160, loss: 1.5160, grad_norm: 5.3840 2021-06-19 08:42:59,397 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 1 day, 22:57:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.5821, loss: 1.5821, grad_norm: 5.4935 2021-06-19 08:43:10,548 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 1 day, 22:56:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.2536 2021-06-19 08:43:21,697 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 1 day, 22:56:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.2332 2021-06-19 08:43:32,833 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 1 day, 22:56:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.2655 2021-06-19 08:43:43,967 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 1 day, 22:56:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.1681 2021-06-19 08:43:55,116 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 1 day, 22:56:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8367, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.3696 2021-06-19 08:44:06,268 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 1 day, 22:55:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.3878 2021-06-19 08:44:17,410 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 1 day, 22:55:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8344, loss_cls: 1.5815, loss: 1.5815, grad_norm: 5.2925 2021-06-19 08:44:28,555 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 1 day, 22:55:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8422, loss_cls: 1.5570, loss: 1.5570, grad_norm: 5.0690 2021-06-19 08:44:39,708 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 1 day, 22:55:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8320, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.3872 2021-06-19 08:44:50,876 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 1 day, 22:55:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8289, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.5136 2021-06-19 08:45:02,014 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 1 day, 22:54:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.1537 2021-06-19 08:45:13,134 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 1 day, 22:54:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.2779 2021-06-19 08:45:24,269 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 1 day, 22:54:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8398, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.3092 2021-06-19 08:45:35,399 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 1 day, 22:54:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.3724 2021-06-19 08:45:46,552 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 1 day, 22:53:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8359, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.3326 2021-06-19 08:45:57,697 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 1 day, 22:53:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6095, loss: 1.6095, grad_norm: 5.2615 2021-06-19 08:46:08,858 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 1 day, 22:53:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8430, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.2128 2021-06-19 08:46:19,978 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 1 day, 22:53:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8414, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.4874 2021-06-19 08:46:31,122 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 1 day, 22:53:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.3265 2021-06-19 08:46:42,268 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 1 day, 22:52:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.4109 2021-06-19 08:46:53,410 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 1 day, 22:52:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8336, loss_cls: 1.6209, loss: 1.6209, grad_norm: 5.1977 2021-06-19 08:47:04,549 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 1 day, 22:52:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5792, loss: 1.5792, grad_norm: 5.1566 2021-06-19 08:47:15,681 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 1 day, 22:52:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.5066, loss: 1.5066, grad_norm: 5.1129 2021-06-19 08:47:26,831 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 1 day, 22:52:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4821, loss: 1.4821, grad_norm: 5.2505 2021-06-19 08:47:37,973 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 1 day, 22:51:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.2195 2021-06-19 08:47:49,102 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 1 day, 22:51:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5041, loss: 1.5041, grad_norm: 5.1857 2021-06-19 08:48:00,276 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 1 day, 22:51:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8430, loss_cls: 1.5624, loss: 1.5624, grad_norm: 5.2971 2021-06-19 08:48:11,425 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 1 day, 22:51:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.1228 2021-06-19 08:48:22,578 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 1 day, 22:51:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6145, loss: 1.6145, grad_norm: 5.4065 2021-06-19 08:48:33,715 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 1 day, 22:50:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8516, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.1612 2021-06-19 08:48:44,913 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 1 day, 22:50:36, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8406, loss_cls: 1.5502, loss: 1.5502, grad_norm: 5.3547 2021-06-19 08:48:56,058 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 1 day, 22:50:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.4744, loss: 1.4744, grad_norm: 5.1717 2021-06-19 08:49:07,203 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 1 day, 22:50:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.2098 2021-06-19 08:49:18,334 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 1 day, 22:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5665, loss: 1.5665, grad_norm: 5.1395 2021-06-19 08:49:29,499 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 1 day, 22:49:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.6525, loss: 1.6525, grad_norm: 5.1675 2021-06-19 08:49:40,642 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 1 day, 22:49:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.0883 2021-06-19 08:49:51,804 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 1 day, 22:49:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.2772 2021-06-19 08:50:02,967 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 1 day, 22:49:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.3074 2021-06-19 08:50:14,092 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 1 day, 22:48:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.0955 2021-06-19 08:50:25,261 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 1 day, 22:48:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8375, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.1816 2021-06-19 08:50:36,388 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 1 day, 22:48:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.0746 2021-06-19 08:50:47,584 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 1 day, 22:48:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.1126 2021-06-19 08:50:58,739 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 1 day, 22:48:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.5507, loss: 1.5507, grad_norm: 5.1478 2021-06-19 08:51:09,893 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 1 day, 22:47:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5563, loss: 1.5563, grad_norm: 5.2666 2021-06-19 08:51:21,022 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 1 day, 22:47:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.1622 2021-06-19 08:51:32,158 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 1 day, 22:47:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4978, loss: 1.4978, grad_norm: 4.9806 2021-06-19 08:51:43,299 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 1 day, 22:47:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8445, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2617 2021-06-19 08:51:54,457 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 1 day, 22:47:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5897, loss: 1.5897, grad_norm: 5.2715 2021-06-19 08:52:05,624 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 1 day, 22:46:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.3436 2021-06-19 08:52:16,774 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 1 day, 22:46:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.0554 2021-06-19 08:52:27,921 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 1 day, 22:46:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.6077, loss: 1.6077, grad_norm: 5.0886 2021-06-19 08:52:39,062 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 1 day, 22:46:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8500, loss_cls: 1.5071, loss: 1.5071, grad_norm: 5.3801 2021-06-19 08:52:50,220 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 1 day, 22:45:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8516, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.4342 2021-06-19 08:53:01,376 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 1 day, 22:45:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.2210 2021-06-19 08:53:12,531 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 1 day, 22:45:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4662, loss: 1.4662, grad_norm: 5.1085 2021-06-19 08:53:23,681 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 1 day, 22:45:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8422, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.2162 2021-06-19 08:53:34,784 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 1 day, 22:45:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.2478 2021-06-19 08:53:45,943 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 1 day, 22:44:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8617, loss_cls: 1.4358, loss: 1.4358, grad_norm: 4.9192 2021-06-19 08:53:57,094 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 1 day, 22:44:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8430, loss_cls: 1.5470, loss: 1.5470, grad_norm: 5.2554 2021-06-19 08:54:08,247 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 1 day, 22:44:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8523, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.1674 2021-06-19 08:54:19,394 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 1 day, 22:44:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8461, loss_cls: 1.5047, loss: 1.5047, grad_norm: 5.0878 2021-06-19 08:54:30,537 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 1 day, 22:44:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8461, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.4866 2021-06-19 08:54:41,843 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-06-19 08:55:57,978 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 1 day, 22:46:51, time: 3.737, data_time: 3.164, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5130, loss: 1.5130, grad_norm: 5.2600 2021-06-19 08:56:09,125 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 1 day, 22:46:39, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8625, loss_cls: 1.4497, loss: 1.4497, grad_norm: 4.9378 2021-06-19 08:56:20,210 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 1 day, 22:46:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.0667 2021-06-19 08:56:31,337 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 1 day, 22:46:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4547, loss: 1.4547, grad_norm: 5.1576 2021-06-19 08:56:42,451 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 1 day, 22:46:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4091, loss: 1.4091, grad_norm: 4.9435 2021-06-19 08:56:53,578 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 1 day, 22:45:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5342, loss: 1.5342, grad_norm: 5.3117 2021-06-19 08:57:04,712 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 1 day, 22:45:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.1925 2021-06-19 08:57:15,849 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 1 day, 22:45:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.5286, loss: 1.5286, grad_norm: 5.4398 2021-06-19 08:57:26,993 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 1 day, 22:45:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8516, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.2867 2021-06-19 08:57:38,098 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 1 day, 22:44:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.3040 2021-06-19 08:57:49,226 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 1 day, 22:44:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4901, loss: 1.4901, grad_norm: 4.8420 2021-06-19 08:58:00,367 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 1 day, 22:44:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8531, loss_cls: 1.4938, loss: 1.4938, grad_norm: 5.2119 2021-06-19 08:58:11,489 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 1 day, 22:44:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8656, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.2734 2021-06-19 08:58:22,614 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 1 day, 22:44:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4819, loss: 1.4819, grad_norm: 5.0998 2021-06-19 08:58:33,760 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 1 day, 22:43:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4649, loss: 1.4649, grad_norm: 5.2589 2021-06-19 08:58:44,905 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 1 day, 22:43:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.2667 2021-06-19 08:58:56,017 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 1 day, 22:43:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8430, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.1732 2021-06-19 08:59:07,148 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 1 day, 22:43:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5189, loss: 1.5189, grad_norm: 5.1654 2021-06-19 08:59:18,294 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 1 day, 22:43:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8625, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.1173 2021-06-19 08:59:29,441 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 1 day, 22:42:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.2320 2021-06-19 08:59:40,580 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 1 day, 22:42:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.0895 2021-06-19 08:59:51,732 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 1 day, 22:42:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8375, loss_cls: 1.5781, loss: 1.5781, grad_norm: 5.3480 2021-06-19 09:00:03,176 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 1 day, 22:42:11, time: 0.572, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4782, loss: 1.4782, grad_norm: 5.1546 2021-06-19 09:00:14,273 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 1 day, 22:41:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5221, loss: 1.5221, grad_norm: 5.0848 2021-06-19 09:00:25,405 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 1 day, 22:41:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.1588 2021-06-19 09:00:36,528 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 1 day, 22:41:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.0194 2021-06-19 09:00:47,661 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 1 day, 22:41:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8445, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.2522 2021-06-19 09:00:58,788 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 1 day, 22:41:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.2536 2021-06-19 09:01:09,930 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 1 day, 22:40:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.2142 2021-06-19 09:01:21,041 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 1 day, 22:40:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.9760 2021-06-19 09:01:32,187 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 1 day, 22:40:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.5320, loss: 1.5320, grad_norm: 5.4221 2021-06-19 09:01:43,309 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 1 day, 22:40:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.1559 2021-06-19 09:01:54,440 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 1 day, 22:40:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.2049 2021-06-19 09:02:05,573 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 1 day, 22:39:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4791, loss: 1.4791, grad_norm: 5.2777 2021-06-19 09:02:16,707 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 1 day, 22:39:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8523, loss_cls: 1.4967, loss: 1.4967, grad_norm: 5.1139 2021-06-19 09:02:27,836 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 1 day, 22:39:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8367, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.2848 2021-06-19 09:02:38,970 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 1 day, 22:39:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8477, loss_cls: 1.5150, loss: 1.5150, grad_norm: 5.2575 2021-06-19 09:02:50,095 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 1 day, 22:39:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8484, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.4670 2021-06-19 09:03:01,251 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 1 day, 22:38:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8422, loss_cls: 1.5360, loss: 1.5360, grad_norm: 5.3845 2021-06-19 09:03:12,395 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 1 day, 22:38:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8383, loss_cls: 1.5558, loss: 1.5558, grad_norm: 5.3695 2021-06-19 09:03:23,520 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 1 day, 22:38:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.1563 2021-06-19 09:03:34,675 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 1 day, 22:38:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.1796 2021-06-19 09:03:45,807 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 1 day, 22:37:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.1783 2021-06-19 09:03:56,951 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 1 day, 22:37:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.5382, loss: 1.5382, grad_norm: 5.2889 2021-06-19 09:04:08,086 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 1 day, 22:37:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.3676 2021-06-19 09:04:19,198 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 1 day, 22:37:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.0871 2021-06-19 09:04:30,357 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 1 day, 22:37:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8461, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.1615 2021-06-19 09:04:41,507 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 1 day, 22:36:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4617, loss: 1.4617, grad_norm: 5.1187 2021-06-19 09:04:52,640 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 1 day, 22:36:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.1556 2021-06-19 09:05:03,785 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 1 day, 22:36:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.2047 2021-06-19 09:05:14,916 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 1 day, 22:36:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8430, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.4768 2021-06-19 09:05:26,090 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 1 day, 22:36:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.2365 2021-06-19 09:05:37,209 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 1 day, 22:35:49, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.2464 2021-06-19 09:05:48,315 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 1 day, 22:35:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.1036 2021-06-19 09:05:59,452 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 1 day, 22:35:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.0537 2021-06-19 09:06:10,568 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 1 day, 22:35:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8594, loss_cls: 1.3832, loss: 1.3832, grad_norm: 5.0478 2021-06-19 09:06:21,698 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 1 day, 22:34:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.5240, loss: 1.5240, grad_norm: 5.3032 2021-06-19 09:06:32,842 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 1 day, 22:34:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.3085 2021-06-19 09:06:43,980 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 1 day, 22:34:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.1996 2021-06-19 09:06:55,107 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 1 day, 22:34:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8453, loss_cls: 1.5414, loss: 1.5414, grad_norm: 5.0810 2021-06-19 09:07:06,239 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 1 day, 22:34:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5407, loss: 1.5407, grad_norm: 5.2143 2021-06-19 09:07:17,359 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 1 day, 22:33:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5117, loss: 1.5117, grad_norm: 4.9744 2021-06-19 09:07:28,524 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 1 day, 22:33:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5445, loss: 1.5445, grad_norm: 5.0723 2021-06-19 09:07:39,670 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 1 day, 22:33:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8578, loss_cls: 1.5175, loss: 1.5175, grad_norm: 5.1623 2021-06-19 09:07:50,819 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 1 day, 22:33:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4910, loss: 1.4910, grad_norm: 5.0685 2021-06-19 09:08:01,952 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 1 day, 22:33:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.0327 2021-06-19 09:08:13,098 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 1 day, 22:32:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4649, loss: 1.4649, grad_norm: 5.1818 2021-06-19 09:08:24,249 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 1 day, 22:32:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8508, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.2173 2021-06-19 09:08:35,399 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 1 day, 22:32:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.4288, loss: 1.4288, grad_norm: 5.3128 2021-06-19 09:08:46,536 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 1 day, 22:32:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8453, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.4516 2021-06-19 09:08:57,674 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 1 day, 22:32:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.4369, loss: 1.4369, grad_norm: 5.1407 2021-06-19 09:09:08,825 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 1 day, 22:31:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8445, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.2933 2021-06-19 09:09:19,975 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 1 day, 22:31:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.1218 2021-06-19 09:09:31,128 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 1 day, 22:31:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.4541 2021-06-19 09:09:42,252 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 1 day, 22:31:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8641, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.2056 2021-06-19 09:09:53,375 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 1 day, 22:30:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.2034 2021-06-19 09:10:04,523 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 1 day, 22:30:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.3635 2021-06-19 09:10:15,650 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 1 day, 22:30:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.2890 2021-06-19 09:10:26,790 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 1 day, 22:30:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8406, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.2053 2021-06-19 09:10:37,936 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 1 day, 22:30:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.4586, loss: 1.4586, grad_norm: 5.1379 2021-06-19 09:10:49,053 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 1 day, 22:29:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.3014 2021-06-19 09:11:00,176 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 1 day, 22:29:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8391, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.3609 2021-06-19 09:11:11,315 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 1 day, 22:29:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8602, loss_cls: 1.4408, loss: 1.4408, grad_norm: 5.0607 2021-06-19 09:11:22,438 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 1 day, 22:29:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.3060 2021-06-19 09:11:33,636 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 1 day, 22:29:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8414, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.2016 2021-06-19 09:11:44,779 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 1 day, 22:28:50, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.1131 2021-06-19 09:11:55,914 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 1 day, 22:28:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8523, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.0734 2021-06-19 09:12:07,051 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 1 day, 22:28:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.3545 2021-06-19 09:12:18,194 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 1 day, 22:28:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.0505 2021-06-19 09:12:29,293 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 1 day, 22:27:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.1511 2021-06-19 09:12:40,426 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 1 day, 22:27:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.4575 2021-06-19 09:12:51,573 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 1 day, 22:27:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5412, loss: 1.5412, grad_norm: 5.2127 2021-06-19 09:13:02,709 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 1 day, 22:27:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8492, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.2492 2021-06-19 09:13:13,866 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 1 day, 22:27:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8500, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.3437 2021-06-19 09:13:25,007 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 1 day, 22:26:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5250, loss: 1.5250, grad_norm: 5.4147 2021-06-19 09:13:36,141 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 1 day, 22:26:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8469, loss_cls: 1.5975, loss: 1.5975, grad_norm: 5.3175 2021-06-19 09:13:47,280 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 1 day, 22:26:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.0981 2021-06-19 09:13:58,393 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 1 day, 22:26:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4909, loss: 1.4909, grad_norm: 5.1506 2021-06-19 09:14:09,517 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 1 day, 22:26:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.2751 2021-06-19 09:14:20,637 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 1 day, 22:25:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5558, loss: 1.5558, grad_norm: 5.2120 2021-06-19 09:14:31,772 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 1 day, 22:25:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8516, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.3001 2021-06-19 09:14:42,903 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 1 day, 22:25:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8469, loss_cls: 1.5407, loss: 1.5407, grad_norm: 5.3733 2021-06-19 09:14:54,049 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 1 day, 22:25:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.6066, loss: 1.6066, grad_norm: 5.5862 2021-06-19 09:15:05,212 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 1 day, 22:25:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.1038 2021-06-19 09:15:16,342 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 1 day, 22:24:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8398, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.2056 2021-06-19 09:15:27,464 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 1 day, 22:24:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8539, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.2558 2021-06-19 09:15:38,611 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 1 day, 22:24:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4586, loss: 1.4586, grad_norm: 5.1238 2021-06-19 09:15:49,760 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 1 day, 22:24:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5460, loss: 1.5460, grad_norm: 5.4561 2021-06-19 09:16:00,928 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 1 day, 22:23:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.2123 2021-06-19 09:16:12,055 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 1 day, 22:23:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.3498 2021-06-19 09:16:23,197 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 1 day, 22:23:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.4341 2021-06-19 09:16:34,341 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 1 day, 22:23:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.3948 2021-06-19 09:16:45,503 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 1 day, 22:23:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8398, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.4601 2021-06-19 09:16:56,645 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 1 day, 22:22:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8562, loss_cls: 1.4873, loss: 1.4873, grad_norm: 5.0556 2021-06-19 09:17:07,798 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 1 day, 22:22:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.5881, loss: 1.5881, grad_norm: 5.5149 2021-06-19 09:17:18,937 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 1 day, 22:22:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8500, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.3141 2021-06-19 09:17:30,069 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 1 day, 22:22:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.1997 2021-06-19 09:17:41,216 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 1 day, 22:22:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5557, loss: 1.5557, grad_norm: 5.3092 2021-06-19 09:17:52,382 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 1 day, 22:21:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8297, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.3828 2021-06-19 09:18:03,523 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 1 day, 22:21:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5772, loss: 1.5772, grad_norm: 5.3098 2021-06-19 09:18:14,663 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 1 day, 22:21:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8555, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.0629 2021-06-19 09:18:25,814 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 1 day, 22:21:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.0612 2021-06-19 09:18:36,970 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 1 day, 22:21:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8375, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.3895 2021-06-19 09:18:48,124 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 1 day, 22:20:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.3324 2021-06-19 09:18:59,260 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 1 day, 22:20:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8414, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.2218 2021-06-19 09:19:10,393 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 1 day, 22:20:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5588, loss: 1.5588, grad_norm: 5.3005 2021-06-19 09:19:21,530 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 1 day, 22:20:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.0058 2021-06-19 09:19:32,681 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 1 day, 22:19:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8305, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.0747 2021-06-19 09:19:43,825 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 1 day, 22:19:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.1372 2021-06-19 09:19:54,954 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 1 day, 22:19:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8508, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.3520 2021-06-19 09:20:06,108 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 1 day, 22:19:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5834, loss: 1.5834, grad_norm: 5.1781 2021-06-19 09:20:17,254 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 1 day, 22:19:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5033, loss: 1.5033, grad_norm: 4.9387 2021-06-19 09:20:28,405 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 1 day, 22:18:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.3093 2021-06-19 09:20:39,543 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 1 day, 22:18:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.2044 2021-06-19 09:20:50,693 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 1 day, 22:18:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8414, loss_cls: 1.5648, loss: 1.5648, grad_norm: 5.2019 2021-06-19 09:21:01,778 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 1 day, 22:18:16, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8422, loss_cls: 1.5649, loss: 1.5649, grad_norm: 5.1790 2021-06-19 09:21:12,931 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 1 day, 22:18:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.0632 2021-06-19 09:21:24,045 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 1 day, 22:17:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5539, loss: 1.5539, grad_norm: 5.2065 2021-06-19 09:21:35,183 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 1 day, 22:17:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8477, loss_cls: 1.4787, loss: 1.4787, grad_norm: 5.0607 2021-06-19 09:21:46,320 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 1 day, 22:17:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.3545 2021-06-19 09:21:57,475 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 1 day, 22:17:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8414, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.0907 2021-06-19 09:22:08,603 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 1 day, 22:17:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.3405 2021-06-19 09:22:19,736 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 1 day, 22:16:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.1865 2021-06-19 09:22:30,889 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 1 day, 22:16:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8445, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.0596 2021-06-19 09:22:42,024 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 1 day, 22:16:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8359, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.2621 2021-06-19 09:22:53,211 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 1 day, 22:16:10, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.3791 2021-06-19 09:23:04,311 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 1 day, 22:15:57, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4846, loss: 1.4846, grad_norm: 5.2452 2021-06-19 09:23:15,458 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 1 day, 22:15:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8516, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.1303 2021-06-19 09:23:26,599 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 1 day, 22:15:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8391, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.1064 2021-06-19 09:23:37,727 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 1 day, 22:15:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5742, loss: 1.5742, grad_norm: 5.0477 2021-06-19 09:23:48,899 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 1 day, 22:15:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8266, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.4801 2021-06-19 09:24:00,028 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 1 day, 22:14:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.1381 2021-06-19 09:24:11,179 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 1 day, 22:14:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.4814 2021-06-19 09:24:22,312 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 1 day, 22:14:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.3584 2021-06-19 09:24:33,436 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 1 day, 22:14:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5872, loss: 1.5872, grad_norm: 5.2013 2021-06-19 09:24:44,582 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 1 day, 22:14:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.0891 2021-06-19 09:24:55,729 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 1 day, 22:13:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4528, loss: 1.4528, grad_norm: 5.2389 2021-06-19 09:25:06,878 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 1 day, 22:13:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8531, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.3024 2021-06-19 09:25:18,023 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 1 day, 22:13:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.2891 2021-06-19 09:25:29,173 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 1 day, 22:13:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.0351 2021-06-19 09:25:40,308 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 1 day, 22:13:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.2980 2021-06-19 09:25:51,459 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 1 day, 22:12:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5295, loss: 1.5295, grad_norm: 5.1897 2021-06-19 09:26:02,616 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 1 day, 22:12:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4804, loss: 1.4804, grad_norm: 5.1132 2021-06-19 09:26:13,753 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 1 day, 22:12:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.0557 2021-06-19 09:26:24,899 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 1 day, 22:12:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8414, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.3854 2021-06-19 09:26:36,036 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 1 day, 22:11:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8281, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.4778 2021-06-19 09:26:47,184 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 1 day, 22:11:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.4926, loss: 1.4926, grad_norm: 5.0948 2021-06-19 09:26:58,323 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 1 day, 22:11:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8500, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.2721 2021-06-19 09:27:09,457 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 1 day, 22:11:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8383, loss_cls: 1.5412, loss: 1.5412, grad_norm: 5.2078 2021-06-19 09:27:20,591 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 1 day, 22:11:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4332, loss: 1.4332, grad_norm: 5.0338 2021-06-19 09:27:31,706 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 1 day, 22:10:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.2766 2021-06-19 09:27:42,858 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 1 day, 22:10:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4685, loss: 1.4685, grad_norm: 4.9948 2021-06-19 09:27:54,036 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 1 day, 22:10:29, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8500, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.4933 2021-06-19 09:28:05,138 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 1 day, 22:10:16, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.2904 2021-06-19 09:28:16,283 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 1 day, 22:10:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8508, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.2053 2021-06-19 09:28:27,428 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 1 day, 22:09:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8523, loss_cls: 1.4932, loss: 1.4932, grad_norm: 5.1766 2021-06-19 09:28:38,553 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 1 day, 22:09:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.6341, loss: 1.6341, grad_norm: 5.3900 2021-06-19 09:28:49,703 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 1 day, 22:09:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8328, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.1712 2021-06-19 09:29:00,844 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 1 day, 22:09:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.2595 2021-06-19 09:29:11,965 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 1 day, 22:09:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.3570 2021-06-19 09:29:23,098 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 1 day, 22:08:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.0916 2021-06-19 09:29:34,238 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 1 day, 22:08:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5090, loss: 1.5090, grad_norm: 5.3861 2021-06-19 09:29:45,374 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 1 day, 22:08:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8523, loss_cls: 1.5069, loss: 1.5069, grad_norm: 5.2203 2021-06-19 09:29:56,509 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 1 day, 22:08:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8445, loss_cls: 1.5382, loss: 1.5382, grad_norm: 5.1671 2021-06-19 09:30:07,669 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 1 day, 22:07:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.1037 2021-06-19 09:30:18,795 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 1 day, 22:07:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.0267 2021-06-19 09:30:29,929 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 1 day, 22:07:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8273, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.1097 2021-06-19 09:30:41,557 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-06-19 09:31:58,716 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 1 day, 22:10:15, time: 3.808, data_time: 3.240, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.1284 2021-06-19 09:32:09,858 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 1 day, 22:10:02, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.1634 2021-06-19 09:32:20,937 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 1 day, 22:09:49, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.1807 2021-06-19 09:32:32,058 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 1 day, 22:09:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.1275 2021-06-19 09:32:43,175 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 1 day, 22:09:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8461, loss_cls: 1.5452, loss: 1.5452, grad_norm: 5.2717 2021-06-19 09:32:54,283 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 1 day, 22:09:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3955, loss: 1.3955, grad_norm: 5.0221 2021-06-19 09:33:05,404 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 1 day, 22:08:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4686, loss: 1.4686, grad_norm: 5.2730 2021-06-19 09:33:16,543 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 1 day, 22:08:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.1013 2021-06-19 09:33:27,694 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 1 day, 22:08:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.4026 2021-06-19 09:33:38,832 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 1 day, 22:08:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.5067, loss: 1.5067, grad_norm: 5.2631 2021-06-19 09:33:49,976 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 1 day, 22:08:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.5652, loss: 1.5652, grad_norm: 5.4170 2021-06-19 09:34:01,101 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 1 day, 22:07:55, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.5016, loss: 1.5016, grad_norm: 5.2210 2021-06-19 09:34:12,237 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 1 day, 22:07:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8695, loss_cls: 1.4174, loss: 1.4174, grad_norm: 5.0585 2021-06-19 09:34:23,370 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 1 day, 22:07:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8438, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.2756 2021-06-19 09:34:34,490 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 1 day, 22:07:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.0510 2021-06-19 09:34:45,617 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 1 day, 22:07:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5652, loss: 1.5652, grad_norm: 5.2469 2021-06-19 09:34:56,763 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 1 day, 22:06:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8445, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.1501 2021-06-19 09:35:08,043 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 1 day, 22:06:39, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8617, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.3719 2021-06-19 09:35:19,160 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 1 day, 22:06:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8500, loss_cls: 1.4829, loss: 1.4829, grad_norm: 5.1435 2021-06-19 09:35:30,292 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 1 day, 22:06:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8516, loss_cls: 1.5042, loss: 1.5042, grad_norm: 5.2035 2021-06-19 09:35:41,432 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 1 day, 22:06:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5132, loss: 1.5132, grad_norm: 5.1924 2021-06-19 09:35:52,576 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 1 day, 22:05:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.2078 2021-06-19 09:36:03,759 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 1 day, 22:05:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8477, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.4253 2021-06-19 09:36:14,865 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 1 day, 22:05:23, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.2842 2021-06-19 09:36:26,003 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 1 day, 22:05:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.3008 2021-06-19 09:36:37,143 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 1 day, 22:04:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.2482 2021-06-19 09:36:48,293 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 1 day, 22:04:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8586, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.2128 2021-06-19 09:36:59,437 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 1 day, 22:04:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4704, loss: 1.4704, grad_norm: 5.2997 2021-06-19 09:37:10,583 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 1 day, 22:04:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4714, loss: 1.4714, grad_norm: 5.3004 2021-06-19 09:37:21,729 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 1 day, 22:04:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4867, loss: 1.4867, grad_norm: 5.2420 2021-06-19 09:37:32,894 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 1 day, 22:03:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.3885 2021-06-19 09:37:44,031 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 1 day, 22:03:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4421, loss: 1.4421, grad_norm: 5.2211 2021-06-19 09:37:55,179 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 1 day, 22:03:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4251, loss: 1.4251, grad_norm: 5.2334 2021-06-19 09:38:06,319 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 1 day, 22:03:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.5837, loss: 1.5837, grad_norm: 5.3248 2021-06-19 09:38:17,449 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 1 day, 22:03:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5509, loss: 1.5509, grad_norm: 5.2318 2021-06-19 09:38:28,583 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 1 day, 22:02:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4657, loss: 1.4657, grad_norm: 5.1331 2021-06-19 09:38:39,728 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 1 day, 22:02:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.4331 2021-06-19 09:38:50,866 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 1 day, 22:02:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.1686 2021-06-19 09:39:02,022 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 1 day, 22:02:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.3550 2021-06-19 09:39:13,147 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 1 day, 22:02:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.3688 2021-06-19 09:39:24,290 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 1 day, 22:01:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8555, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.2170 2021-06-19 09:39:35,430 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 1 day, 22:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8266, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.2447 2021-06-19 09:39:46,580 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 1 day, 22:01:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5269, loss: 1.5269, grad_norm: 5.1736 2021-06-19 09:39:57,720 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 1 day, 22:01:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.2952 2021-06-19 09:40:08,849 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 1 day, 22:00:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8445, loss_cls: 1.5414, loss: 1.5414, grad_norm: 5.1865 2021-06-19 09:40:19,996 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 1 day, 22:00:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.2762 2021-06-19 09:40:31,155 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 1 day, 22:00:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8508, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.1968 2021-06-19 09:40:42,290 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 1 day, 22:00:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5678, loss: 1.5678, grad_norm: 5.0753 2021-06-19 09:40:53,445 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 1 day, 22:00:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.1376 2021-06-19 09:41:04,593 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 1 day, 21:59:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.0844 2021-06-19 09:41:15,726 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 1 day, 21:59:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8500, loss_cls: 1.5189, loss: 1.5189, grad_norm: 5.3574 2021-06-19 09:41:26,865 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 1 day, 21:59:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8336, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.3851 2021-06-19 09:41:38,011 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 1 day, 21:59:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4430, loss: 1.4430, grad_norm: 5.1080 2021-06-19 09:41:49,144 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 1 day, 21:59:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4329, loss: 1.4329, grad_norm: 5.4407 2021-06-19 09:42:00,294 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 1 day, 21:58:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.3567 2021-06-19 09:42:11,435 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 1 day, 21:58:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.6779 2021-06-19 09:42:22,574 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 1 day, 21:58:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.3368 2021-06-19 09:42:33,788 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 1 day, 21:58:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.2703 2021-06-19 09:42:44,883 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 1 day, 21:58:01, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8516, loss_cls: 1.5278, loss: 1.5278, grad_norm: 5.0897 2021-06-19 09:42:56,043 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 1 day, 21:57:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.1578 2021-06-19 09:43:07,173 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 1 day, 21:57:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.2101 2021-06-19 09:43:18,317 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 1 day, 21:57:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.1548 2021-06-19 09:43:29,491 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 1 day, 21:57:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8664, loss_cls: 1.4345, loss: 1.4345, grad_norm: 5.3972 2021-06-19 09:43:40,597 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 1 day, 21:56:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.3456 2021-06-19 09:43:51,742 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 1 day, 21:56:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8500, loss_cls: 1.5075, loss: 1.5075, grad_norm: 5.0529 2021-06-19 09:44:02,897 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 1 day, 21:56:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.0787 2021-06-19 09:44:14,029 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 1 day, 21:56:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.2337 2021-06-19 09:44:25,177 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 1 day, 21:56:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5321, loss: 1.5321, grad_norm: 5.1865 2021-06-19 09:44:36,313 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 1 day, 21:55:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4681, loss: 1.4681, grad_norm: 5.1251 2021-06-19 09:44:47,448 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 1 day, 21:55:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5217, loss: 1.5217, grad_norm: 5.1147 2021-06-19 09:44:58,595 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 1 day, 21:55:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5763, loss: 1.5763, grad_norm: 5.1471 2021-06-19 09:45:09,731 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 1 day, 21:55:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5064, loss: 1.5064, grad_norm: 5.2151 2021-06-19 09:45:20,860 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 1 day, 21:55:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.2440 2021-06-19 09:45:32,003 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 1 day, 21:54:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.3310 2021-06-19 09:45:43,132 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 1 day, 21:54:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8484, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.2004 2021-06-19 09:45:54,270 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 1 day, 21:54:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.0919 2021-06-19 09:46:05,442 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 1 day, 21:54:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5700, loss: 1.5700, grad_norm: 5.3209 2021-06-19 09:46:16,586 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 1 day, 21:54:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8562, loss_cls: 1.4779, loss: 1.4779, grad_norm: 4.9604 2021-06-19 09:46:27,728 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 1 day, 21:53:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4353, loss: 1.4353, grad_norm: 4.9910 2021-06-19 09:46:38,866 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 1 day, 21:53:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.1852 2021-06-19 09:46:50,011 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 1 day, 21:53:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8562, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.1905 2021-06-19 09:47:01,163 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 1 day, 21:53:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8445, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.2782 2021-06-19 09:47:12,305 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 1 day, 21:52:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.2242 2021-06-19 09:47:23,436 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 1 day, 21:52:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.1958 2021-06-19 09:47:34,575 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 1 day, 21:52:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5555, loss: 1.5555, grad_norm: 5.3307 2021-06-19 09:47:45,736 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 1 day, 21:52:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.4548 2021-06-19 09:47:56,870 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 1 day, 21:52:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5334, loss: 1.5334, grad_norm: 5.0364 2021-06-19 09:48:08,030 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 1 day, 21:51:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5196, loss: 1.5196, grad_norm: 5.0941 2021-06-19 09:48:19,172 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 1 day, 21:51:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.4077, loss: 1.4077, grad_norm: 5.1170 2021-06-19 09:48:30,314 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 1 day, 21:51:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.4891, loss: 1.4891, grad_norm: 5.3712 2021-06-19 09:48:41,461 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 1 day, 21:51:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8445, loss_cls: 1.5189, loss: 1.5189, grad_norm: 5.3400 2021-06-19 09:48:52,614 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 1 day, 21:51:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.4809, loss: 1.4809, grad_norm: 5.2463 2021-06-19 09:49:03,772 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 1 day, 21:50:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.1930 2021-06-19 09:49:14,892 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 1 day, 21:50:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8602, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.1477 2021-06-19 09:49:26,032 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 1 day, 21:50:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.3768 2021-06-19 09:49:37,153 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 1 day, 21:50:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.1510 2021-06-19 09:49:48,295 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 1 day, 21:50:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8555, loss_cls: 1.4913, loss: 1.4913, grad_norm: 5.2113 2021-06-19 09:49:59,444 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 1 day, 21:49:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8406, loss_cls: 1.5500, loss: 1.5500, grad_norm: 5.1010 2021-06-19 09:50:10,595 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 1 day, 21:49:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.3309 2021-06-19 09:50:21,734 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 1 day, 21:49:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8453, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.1486 2021-06-19 09:50:32,907 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 1 day, 21:49:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.2106 2021-06-19 09:50:44,049 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 1 day, 21:48:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.2796 2021-06-19 09:50:55,192 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 1 day, 21:48:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5441, loss: 1.5441, grad_norm: 5.2595 2021-06-19 09:51:06,317 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 1 day, 21:48:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.5066, loss: 1.5066, grad_norm: 5.0622 2021-06-19 09:51:17,442 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 1 day, 21:48:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.1515 2021-06-19 09:51:28,572 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 1 day, 21:48:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8422, loss_cls: 1.5366, loss: 1.5366, grad_norm: 5.3853 2021-06-19 09:51:39,704 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 1 day, 21:47:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.5088, loss: 1.5088, grad_norm: 5.2078 2021-06-19 09:51:50,849 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 1 day, 21:47:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.2325 2021-06-19 09:52:01,992 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 1 day, 21:47:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5049, loss: 1.5049, grad_norm: 5.0771 2021-06-19 09:52:13,131 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 1 day, 21:47:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8250, loss_cls: 1.6097, loss: 1.6097, grad_norm: 5.2807 2021-06-19 09:52:24,250 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 1 day, 21:47:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8469, loss_cls: 1.5338, loss: 1.5338, grad_norm: 5.2269 2021-06-19 09:52:35,365 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 1 day, 21:46:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8461, loss_cls: 1.5613, loss: 1.5613, grad_norm: 5.5428 2021-06-19 09:52:46,519 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 1 day, 21:46:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8461, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.2288 2021-06-19 09:52:57,649 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 1 day, 21:46:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8609, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.2469 2021-06-19 09:53:08,786 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 1 day, 21:46:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.5000, loss: 1.5000, grad_norm: 5.1151 2021-06-19 09:53:19,917 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 1 day, 21:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8445, loss_cls: 1.5293, loss: 1.5293, grad_norm: 5.2600 2021-06-19 09:53:31,054 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 1 day, 21:45:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.5373 2021-06-19 09:53:42,175 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 1 day, 21:45:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.1169 2021-06-19 09:53:53,313 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 1 day, 21:45:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5000, loss: 1.5000, grad_norm: 5.1580 2021-06-19 09:54:04,459 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 1 day, 21:45:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8313, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.2924 2021-06-19 09:54:15,611 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 1 day, 21:44:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8531, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.2728 2021-06-19 09:54:26,740 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 1 day, 21:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5510, loss: 1.5510, grad_norm: 5.2669 2021-06-19 09:54:37,882 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 1 day, 21:44:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.5511, loss: 1.5511, grad_norm: 5.2694 2021-06-19 09:54:49,053 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 1 day, 21:44:22, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.0899 2021-06-19 09:55:00,204 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 1 day, 21:44:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.1451 2021-06-19 09:55:11,376 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 1 day, 21:43:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.1195 2021-06-19 09:55:22,515 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 1 day, 21:43:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.4478 2021-06-19 09:55:33,666 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 1 day, 21:43:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5327, loss: 1.5327, grad_norm: 4.9927 2021-06-19 09:55:44,940 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 1 day, 21:43:19, time: 0.563, data_time: 0.007, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.2985 2021-06-19 09:55:56,085 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 1 day, 21:43:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.4790, loss: 1.4790, grad_norm: 5.1880 2021-06-19 09:56:07,221 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 1 day, 21:42:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.5043, loss: 1.5043, grad_norm: 5.3133 2021-06-19 09:56:18,353 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 1 day, 21:42:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.0742 2021-06-19 09:56:29,495 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 1 day, 21:42:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8484, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.1460 2021-06-19 09:56:40,620 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 1 day, 21:42:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.3554 2021-06-19 09:56:51,764 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 1 day, 21:42:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.1837 2021-06-19 09:57:02,901 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 1 day, 21:41:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.2604 2021-06-19 09:57:14,044 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 1 day, 21:41:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.2308 2021-06-19 09:57:25,172 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 1 day, 21:41:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.3391 2021-06-19 09:57:36,315 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 1 day, 21:41:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5206, loss: 1.5206, grad_norm: 5.3050 2021-06-19 09:57:47,451 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 1 day, 21:41:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5808, loss: 1.5808, grad_norm: 5.2856 2021-06-19 09:57:58,601 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 1 day, 21:40:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5886, loss: 1.5886, grad_norm: 5.3902 2021-06-19 09:58:09,735 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 1 day, 21:40:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.2465 2021-06-19 09:58:20,857 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 1 day, 21:40:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.3325 2021-06-19 09:58:31,985 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 1 day, 21:40:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8555, loss_cls: 1.4813, loss: 1.4813, grad_norm: 5.3730 2021-06-19 09:58:43,133 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 1 day, 21:39:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8352, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.2724 2021-06-19 09:58:54,271 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 1 day, 21:39:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.3218 2021-06-19 09:59:05,400 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 1 day, 21:39:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8578, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.0825 2021-06-19 09:59:16,533 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 1 day, 21:39:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5251, loss: 1.5251, grad_norm: 5.3045 2021-06-19 09:59:27,648 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 1 day, 21:39:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.3217 2021-06-19 09:59:38,774 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 1 day, 21:38:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5590, loss: 1.5590, grad_norm: 5.3591 2021-06-19 09:59:49,916 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 1 day, 21:38:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8555, loss_cls: 1.4958, loss: 1.4958, grad_norm: 5.3408 2021-06-19 10:00:01,060 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 1 day, 21:38:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8359, loss_cls: 1.5764, loss: 1.5764, grad_norm: 5.2173 2021-06-19 10:00:12,203 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 1 day, 21:38:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.6061, loss: 1.6061, grad_norm: 5.1983 2021-06-19 10:00:23,334 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 1 day, 21:38:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5326, loss: 1.5326, grad_norm: 5.1636 2021-06-19 10:00:34,468 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 1 day, 21:37:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5877, loss: 1.5877, grad_norm: 5.5286 2021-06-19 10:00:45,615 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 1 day, 21:37:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5168, loss: 1.5168, grad_norm: 5.4539 2021-06-19 10:00:56,762 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 1 day, 21:37:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8508, loss_cls: 1.5774, loss: 1.5774, grad_norm: 5.5365 2021-06-19 10:01:07,895 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 1 day, 21:37:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8430, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.2629 2021-06-19 10:01:19,036 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 1 day, 21:37:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.3506 2021-06-19 10:01:30,163 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 1 day, 21:36:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6059, loss: 1.6059, grad_norm: 5.4072 2021-06-19 10:01:41,312 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 1 day, 21:36:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5405, loss: 1.5405, grad_norm: 5.3611 2021-06-19 10:01:52,458 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 1 day, 21:36:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.3231 2021-06-19 10:02:03,601 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 1 day, 21:36:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.1812 2021-06-19 10:02:14,748 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 1 day, 21:35:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8453, loss_cls: 1.5987, loss: 1.5987, grad_norm: 5.4322 2021-06-19 10:02:25,886 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 1 day, 21:35:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.2851 2021-06-19 10:02:37,038 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 1 day, 21:35:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4799, loss: 1.4799, grad_norm: 5.1969 2021-06-19 10:02:48,168 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 1 day, 21:35:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8484, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.2278 2021-06-19 10:02:59,297 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 1 day, 21:35:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8344, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.3705 2021-06-19 10:03:10,426 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 1 day, 21:34:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4886, loss: 1.4886, grad_norm: 5.2608 2021-06-19 10:03:21,544 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 1 day, 21:34:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8516, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.2389 2021-06-19 10:03:32,740 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 1 day, 21:34:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8609, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.1160 2021-06-19 10:03:43,824 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 1 day, 21:34:18, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8469, loss_cls: 1.5305, loss: 1.5305, grad_norm: 5.1420 2021-06-19 10:03:54,978 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 1 day, 21:34:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.4115 2021-06-19 10:04:06,137 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 1 day, 21:33:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8602, loss_cls: 1.4755, loss: 1.4755, grad_norm: 5.1812 2021-06-19 10:04:17,282 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 1 day, 21:33:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.4183 2021-06-19 10:04:28,426 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 1 day, 21:33:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.2575 2021-06-19 10:04:39,564 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 1 day, 21:33:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5001, loss: 1.5001, grad_norm: 5.0898 2021-06-19 10:04:50,692 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 1 day, 21:33:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.2926 2021-06-19 10:05:01,840 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 1 day, 21:32:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.5305, loss: 1.5305, grad_norm: 5.5912 2021-06-19 10:05:13,001 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 1 day, 21:32:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8336, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.3844 2021-06-19 10:05:24,128 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 1 day, 21:32:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.2188 2021-06-19 10:05:35,275 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 1 day, 21:32:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5391, loss: 1.5391, grad_norm: 5.0905 2021-06-19 10:05:46,404 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 1 day, 21:32:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8648, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.3115 2021-06-19 10:05:57,535 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 1 day, 21:31:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.3694 2021-06-19 10:06:08,668 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 1 day, 21:31:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.5935, loss: 1.5935, grad_norm: 5.1484 2021-06-19 10:06:19,800 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 1 day, 21:31:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.1131 2021-06-19 10:06:30,936 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 1 day, 21:31:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8516, loss_cls: 1.5279, loss: 1.5279, grad_norm: 5.2854 2021-06-19 10:06:43,784 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-06-19 10:08:16,862 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 1 day, 21:34:35, time: 4.633, data_time: 4.051, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.2752 2021-06-19 10:08:27,968 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 1 day, 21:34:22, time: 0.556, data_time: 0.005, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8422, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.3062 2021-06-19 10:08:39,080 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 1 day, 21:34:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8602, loss_cls: 1.4462, loss: 1.4462, grad_norm: 5.0288 2021-06-19 10:08:50,189 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 1 day, 21:33:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.4004, loss: 1.4004, grad_norm: 5.2609 2021-06-19 10:09:01,296 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 1 day, 21:33:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.4516 2021-06-19 10:09:12,425 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 1 day, 21:33:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4195, loss: 1.4195, grad_norm: 5.1465 2021-06-19 10:09:23,548 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 1 day, 21:33:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.4113 2021-06-19 10:09:34,688 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 1 day, 21:33:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.1323 2021-06-19 10:09:45,817 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 1 day, 21:32:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.4605, loss: 1.4605, grad_norm: 5.2601 2021-06-19 10:09:56,952 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 1 day, 21:32:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.3064 2021-06-19 10:10:08,095 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 1 day, 21:32:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4687, loss: 1.4687, grad_norm: 5.0333 2021-06-19 10:10:19,248 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 1 day, 21:32:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.1684 2021-06-19 10:10:30,377 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 1 day, 21:32:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.2731 2021-06-19 10:10:41,521 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 1 day, 21:31:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8641, loss_cls: 1.4109, loss: 1.4109, grad_norm: 5.1613 2021-06-19 10:10:52,680 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 1 day, 21:31:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8547, loss_cls: 1.4408, loss: 1.4408, grad_norm: 5.3588 2021-06-19 10:11:03,822 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 1 day, 21:31:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5920, loss: 1.5920, grad_norm: 5.4488 2021-06-19 10:11:14,938 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 1 day, 21:31:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.9316 2021-06-19 10:11:26,090 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 1 day, 21:31:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8375, loss_cls: 1.5727, loss: 1.5727, grad_norm: 5.4245 2021-06-19 10:11:37,233 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 1 day, 21:30:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8516, loss_cls: 1.4998, loss: 1.4998, grad_norm: 5.3017 2021-06-19 10:11:48,383 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 1 day, 21:30:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.1789 2021-06-19 10:11:59,502 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 1 day, 21:30:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.2783 2021-06-19 10:12:10,642 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 1 day, 21:30:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.1407 2021-06-19 10:12:21,799 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 1 day, 21:29:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.3503 2021-06-19 10:12:32,953 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 1 day, 21:29:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.1039 2021-06-19 10:12:44,107 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 1 day, 21:29:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4727, loss: 1.4727, grad_norm: 5.1486 2021-06-19 10:12:55,258 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 1 day, 21:29:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.3142 2021-06-19 10:13:06,417 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 1 day, 21:29:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4603, loss: 1.4603, grad_norm: 5.2867 2021-06-19 10:13:17,567 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 1 day, 21:28:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.2294 2021-06-19 10:13:28,714 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 1 day, 21:28:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.1093 2021-06-19 10:13:39,870 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 1 day, 21:28:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.2361 2021-06-19 10:13:51,019 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 1 day, 21:28:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.4208, loss: 1.4208, grad_norm: 5.2765 2021-06-19 10:14:02,166 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 1 day, 21:28:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4812, loss: 1.4812, grad_norm: 5.2250 2021-06-19 10:14:13,325 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 1 day, 21:27:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.0483 2021-06-19 10:14:24,445 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 1 day, 21:27:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8594, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.1800 2021-06-19 10:14:35,590 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 1 day, 21:27:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8586, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.2628 2021-06-19 10:14:46,727 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 1 day, 21:27:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8578, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.3141 2021-06-19 10:14:57,938 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 1 day, 21:27:02, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5360, loss: 1.5360, grad_norm: 5.2173 2021-06-19 10:15:09,082 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 1 day, 21:26:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5165, loss: 1.5165, grad_norm: 5.1901 2021-06-19 10:15:20,218 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 1 day, 21:26:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8531, loss_cls: 1.4977, loss: 1.4977, grad_norm: 5.3498 2021-06-19 10:15:31,354 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 1 day, 21:26:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5246, loss: 1.5246, grad_norm: 5.3945 2021-06-19 10:15:42,496 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 1 day, 21:26:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.4065, loss: 1.4065, grad_norm: 5.2822 2021-06-19 10:15:53,611 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 1 day, 21:25:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.3969, loss: 1.3969, grad_norm: 5.1870 2021-06-19 10:16:04,733 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 1 day, 21:25:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8633, loss_cls: 1.4412, loss: 1.4412, grad_norm: 5.1283 2021-06-19 10:16:15,859 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 1 day, 21:25:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.2698 2021-06-19 10:16:27,008 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 1 day, 21:25:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8500, loss_cls: 1.5144, loss: 1.5144, grad_norm: 5.2001 2021-06-19 10:16:38,142 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 1 day, 21:25:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8367, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.4982 2021-06-19 10:16:49,265 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 1 day, 21:24:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.0961 2021-06-19 10:17:00,410 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 1 day, 21:24:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.1045 2021-06-19 10:17:11,549 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 1 day, 21:24:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8422, loss_cls: 1.5372, loss: 1.5372, grad_norm: 5.4480 2021-06-19 10:17:22,685 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 1 day, 21:24:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4719, loss: 1.4719, grad_norm: 5.0181 2021-06-19 10:17:33,831 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 1 day, 21:24:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.1937 2021-06-19 10:17:44,968 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 1 day, 21:23:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8461, loss_cls: 1.5073, loss: 1.5073, grad_norm: 5.4321 2021-06-19 10:17:56,119 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 1 day, 21:23:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.2363 2021-06-19 10:18:07,247 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 1 day, 21:23:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.3283 2021-06-19 10:18:18,427 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 1 day, 21:23:15, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4719, loss: 1.4719, grad_norm: 5.2357 2021-06-19 10:18:29,578 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 1 day, 21:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5142, loss: 1.5142, grad_norm: 5.3381 2021-06-19 10:18:40,721 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 1 day, 21:22:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8477, loss_cls: 1.5367, loss: 1.5367, grad_norm: 5.3793 2021-06-19 10:18:51,850 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 1 day, 21:22:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5068, loss: 1.5068, grad_norm: 5.5026 2021-06-19 10:19:02,976 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 1 day, 21:22:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8602, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.3223 2021-06-19 10:19:14,115 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 1 day, 21:22:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4416, loss: 1.4416, grad_norm: 5.1150 2021-06-19 10:19:25,244 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 1 day, 21:21:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8641, loss_cls: 1.4911, loss: 1.4911, grad_norm: 5.4677 2021-06-19 10:19:36,383 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 1 day, 21:21:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8516, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.3247 2021-06-19 10:19:47,519 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 1 day, 21:21:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8547, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.6378 2021-06-19 10:19:58,661 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 1 day, 21:21:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.4886, loss: 1.4886, grad_norm: 5.1958 2021-06-19 10:20:09,826 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 1 day, 21:21:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8508, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.5414 2021-06-19 10:20:20,969 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 1 day, 21:20:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.4531 2021-06-19 10:20:32,121 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 1 day, 21:20:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5183, loss: 1.5183, grad_norm: 5.3306 2021-06-19 10:20:43,271 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 1 day, 21:20:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.2679 2021-06-19 10:20:54,410 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 1 day, 21:20:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.3492 2021-06-19 10:21:05,558 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 1 day, 21:20:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8586, loss_cls: 1.4551, loss: 1.4551, grad_norm: 5.1864 2021-06-19 10:21:16,678 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 1 day, 21:19:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.3401 2021-06-19 10:21:27,809 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 1 day, 21:19:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4159, loss: 1.4159, grad_norm: 5.0410 2021-06-19 10:21:38,945 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 1 day, 21:19:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8422, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.5338 2021-06-19 10:21:50,084 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 1 day, 21:19:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.2019 2021-06-19 10:22:01,218 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 1 day, 21:19:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.4611 2021-06-19 10:22:12,354 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 1 day, 21:18:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8508, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.1237 2021-06-19 10:22:23,486 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 1 day, 21:18:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8297, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.3742 2021-06-19 10:22:34,644 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 1 day, 21:18:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8508, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.2744 2021-06-19 10:22:45,782 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 1 day, 21:18:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.5206, loss: 1.5206, grad_norm: 5.3097 2021-06-19 10:22:56,929 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 1 day, 21:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8344, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.2382 2021-06-19 10:23:08,072 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 1 day, 21:17:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.0694 2021-06-19 10:23:19,202 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 1 day, 21:17:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8539, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.1771 2021-06-19 10:23:30,347 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 1 day, 21:17:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5096, loss: 1.5096, grad_norm: 5.1884 2021-06-19 10:23:41,502 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 1 day, 21:17:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5563, loss: 1.5563, grad_norm: 5.0714 2021-06-19 10:23:52,651 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 1 day, 21:16:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.1629 2021-06-19 10:24:03,801 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 1 day, 21:16:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.2448 2021-06-19 10:24:14,937 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 1 day, 21:16:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.2055 2021-06-19 10:24:26,085 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 1 day, 21:16:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8508, loss_cls: 1.4998, loss: 1.4998, grad_norm: 5.2433 2021-06-19 10:24:37,245 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 1 day, 21:16:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8570, loss_cls: 1.4821, loss: 1.4821, grad_norm: 5.4599 2021-06-19 10:24:48,389 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 1 day, 21:15:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8586, loss_cls: 1.4222, loss: 1.4222, grad_norm: 5.1004 2021-06-19 10:24:59,509 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 1 day, 21:15:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4609, loss: 1.4609, grad_norm: 5.2702 2021-06-19 10:25:10,638 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 1 day, 21:15:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8461, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.3807 2021-06-19 10:25:21,772 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 1 day, 21:15:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.5259 2021-06-19 10:25:32,929 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 1 day, 21:15:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6052, loss: 1.6052, grad_norm: 5.4581 2021-06-19 10:25:44,078 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 1 day, 21:14:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.2339 2021-06-19 10:25:55,221 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 1 day, 21:14:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.4718 2021-06-19 10:26:06,359 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 1 day, 21:14:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5088, loss: 1.5088, grad_norm: 5.2973 2021-06-19 10:26:17,499 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 1 day, 21:14:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8547, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.2102 2021-06-19 10:26:28,636 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 1 day, 21:14:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5337, loss: 1.5337, grad_norm: 5.1304 2021-06-19 10:26:39,776 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 1 day, 21:13:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.0001 2021-06-19 10:26:50,907 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 1 day, 21:13:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.2152 2021-06-19 10:27:02,065 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 1 day, 21:13:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.4602 2021-06-19 10:27:13,201 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 1 day, 21:13:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8594, loss_cls: 1.4492, loss: 1.4492, grad_norm: 5.3381 2021-06-19 10:27:24,354 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 1 day, 21:13:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4243, loss: 1.4243, grad_norm: 5.1422 2021-06-19 10:27:35,516 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 1 day, 21:12:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4678, loss: 1.4678, grad_norm: 5.3696 2021-06-19 10:27:46,669 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 1 day, 21:12:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5252, loss: 1.5252, grad_norm: 5.4505 2021-06-19 10:27:57,827 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 1 day, 21:12:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.2410 2021-06-19 10:28:08,951 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 1 day, 21:12:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8492, loss_cls: 1.5422, loss: 1.5422, grad_norm: 5.3944 2021-06-19 10:28:20,068 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 1 day, 21:11:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8562, loss_cls: 1.4465, loss: 1.4465, grad_norm: 5.3207 2021-06-19 10:28:31,203 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 1 day, 21:11:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8617, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.3443 2021-06-19 10:28:42,320 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 1 day, 21:11:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.1981 2021-06-19 10:28:53,465 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 1 day, 21:11:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.3325 2021-06-19 10:29:04,599 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 1 day, 21:11:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8492, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.2427 2021-06-19 10:29:15,745 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 1 day, 21:10:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.3092 2021-06-19 10:29:26,875 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 1 day, 21:10:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8477, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.2543 2021-06-19 10:29:38,018 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 1 day, 21:10:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.4448 2021-06-19 10:29:49,161 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 1 day, 21:10:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8500, loss_cls: 1.5102, loss: 1.5102, grad_norm: 5.2165 2021-06-19 10:30:00,312 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 1 day, 21:10:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.0391 2021-06-19 10:30:11,436 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 1 day, 21:09:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8547, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.3303 2021-06-19 10:30:22,566 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 1 day, 21:09:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.4259 2021-06-19 10:30:33,697 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 1 day, 21:09:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.1696 2021-06-19 10:30:44,843 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 1 day, 21:09:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8547, loss_cls: 1.5817, loss: 1.5817, grad_norm: 5.2880 2021-06-19 10:30:56,001 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 1 day, 21:09:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8438, loss_cls: 1.5144, loss: 1.5144, grad_norm: 5.3466 2021-06-19 10:31:07,162 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 1 day, 21:08:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8461, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.4141 2021-06-19 10:31:18,292 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 1 day, 21:08:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.4064 2021-06-19 10:31:29,430 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 1 day, 21:08:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5845, loss: 1.5845, grad_norm: 5.2145 2021-06-19 10:31:40,574 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 1 day, 21:08:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4456, loss: 1.4456, grad_norm: 5.1339 2021-06-19 10:31:51,713 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 1 day, 21:07:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8445, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.0844 2021-06-19 10:32:02,868 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 1 day, 21:07:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.1332 2021-06-19 10:32:14,021 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 1 day, 21:07:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8516, loss_cls: 1.5346, loss: 1.5346, grad_norm: 5.2722 2021-06-19 10:32:25,154 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 1 day, 21:07:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.5003, loss: 1.5003, grad_norm: 5.2312 2021-06-19 10:32:36,303 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 1 day, 21:07:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.2673 2021-06-19 10:32:47,460 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 1 day, 21:06:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4830, loss: 1.4830, grad_norm: 5.1083 2021-06-19 10:32:58,603 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 1 day, 21:06:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.3123 2021-06-19 10:33:09,747 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 1 day, 21:06:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8516, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.2756 2021-06-19 10:33:20,911 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 1 day, 21:06:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.1759 2021-06-19 10:33:32,055 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 1 day, 21:06:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.3331 2021-06-19 10:33:43,211 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 1 day, 21:05:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.2393 2021-06-19 10:33:54,408 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 1 day, 21:05:41, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.2367 2021-06-19 10:34:05,520 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 1 day, 21:05:29, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4507, loss: 1.4507, grad_norm: 5.0255 2021-06-19 10:34:16,666 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 1 day, 21:05:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8320, loss_cls: 1.5582, loss: 1.5582, grad_norm: 5.2816 2021-06-19 10:34:27,805 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 1 day, 21:05:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.5317, loss: 1.5317, grad_norm: 5.2569 2021-06-19 10:34:38,983 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 1 day, 21:04:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8445, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.1991 2021-06-19 10:34:50,143 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 1 day, 21:04:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.0791 2021-06-19 10:35:01,277 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 1 day, 21:04:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8539, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.2121 2021-06-19 10:35:12,418 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 1 day, 21:04:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.0819 2021-06-19 10:35:23,549 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 1 day, 21:04:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.0821 2021-06-19 10:35:34,671 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 1 day, 21:03:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8555, loss_cls: 1.4940, loss: 1.4940, grad_norm: 5.0783 2021-06-19 10:35:45,825 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 1 day, 21:03:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.2189 2021-06-19 10:35:56,941 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 1 day, 21:03:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.5221, loss: 1.5221, grad_norm: 5.3340 2021-06-19 10:36:08,093 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 1 day, 21:03:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.3175 2021-06-19 10:36:19,223 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 1 day, 21:02:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4990, loss: 1.4990, grad_norm: 5.2803 2021-06-19 10:36:30,370 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 1 day, 21:02:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6037, loss: 1.6037, grad_norm: 5.4062 2021-06-19 10:36:41,519 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 1 day, 21:02:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5279, loss: 1.5279, grad_norm: 5.2931 2021-06-19 10:36:52,652 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 1 day, 21:02:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8375, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.5342 2021-06-19 10:37:03,800 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 1 day, 21:02:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8484, loss_cls: 1.4926, loss: 1.4926, grad_norm: 5.1239 2021-06-19 10:37:14,912 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 1 day, 21:01:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8570, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.2167 2021-06-19 10:37:26,079 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 1 day, 21:01:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8555, loss_cls: 1.5183, loss: 1.5183, grad_norm: 5.3090 2021-06-19 10:37:37,216 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 1 day, 21:01:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8695, loss_cls: 1.4112, loss: 1.4112, grad_norm: 5.1674 2021-06-19 10:37:48,357 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 1 day, 21:01:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4793, loss: 1.4793, grad_norm: 5.0760 2021-06-19 10:37:59,494 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 1 day, 21:01:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.2839 2021-06-19 10:38:10,630 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 1 day, 21:00:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8578, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.2131 2021-06-19 10:38:21,760 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 1 day, 21:00:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8523, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.1676 2021-06-19 10:38:32,903 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 1 day, 21:00:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.1284 2021-06-19 10:38:44,022 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 1 day, 21:00:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.9435 2021-06-19 10:38:55,146 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 1 day, 21:00:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6185, loss: 1.6185, grad_norm: 5.4443 2021-06-19 10:39:06,296 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 1 day, 20:59:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.5130, loss: 1.5130, grad_norm: 5.0917 2021-06-19 10:39:17,448 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 1 day, 20:59:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8422, loss_cls: 1.5026, loss: 1.5026, grad_norm: 5.2459 2021-06-19 10:39:28,587 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 1 day, 20:59:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8617, loss_cls: 1.4594, loss: 1.4594, grad_norm: 5.2271 2021-06-19 10:39:39,724 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 1 day, 20:59:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.5357, loss: 1.5357, grad_norm: 5.2787 2021-06-19 10:39:50,871 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 1 day, 20:59:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8500, loss_cls: 1.4992, loss: 1.4992, grad_norm: 5.2680 2021-06-19 10:40:02,026 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 1 day, 20:58:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8430, loss_cls: 1.5106, loss: 1.5106, grad_norm: 5.1899 2021-06-19 10:40:13,209 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 1 day, 20:58:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.1233 2021-06-19 10:40:24,340 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 1 day, 20:58:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.4655, loss: 1.4655, grad_norm: 5.2284 2021-06-19 10:40:35,476 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 1 day, 20:58:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.4672 2021-06-19 10:40:46,635 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 1 day, 20:57:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.3479 2021-06-19 10:40:57,783 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 1 day, 20:57:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8664, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.2339 2021-06-19 10:41:08,935 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 1 day, 20:57:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.3270 2021-06-19 10:41:20,101 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 1 day, 20:57:21, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.3557 2021-06-19 10:41:31,233 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 1 day, 20:57:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8508, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.0565 2021-06-19 10:41:42,370 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 1 day, 20:56:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.2243 2021-06-19 10:41:53,529 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 1 day, 20:56:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8461, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.4555 2021-06-19 10:42:04,669 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 1 day, 20:56:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8297, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.3850 2021-06-19 10:42:15,809 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 1 day, 20:56:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8414, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.1230 2021-06-19 10:42:26,939 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 1 day, 20:56:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.3595 2021-06-19 10:42:38,079 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 1 day, 20:55:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.2773 2021-06-19 10:42:49,209 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 1 day, 20:55:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.2874 2021-06-19 10:43:03,785 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-06-19 10:44:37,172 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 1 day, 20:58:55, time: 4.647, data_time: 3.984, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.1371 2021-06-19 10:44:48,330 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 1 day, 20:58:42, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.1998 2021-06-19 10:44:59,424 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 1 day, 20:58:30, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8531, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.1801 2021-06-19 10:45:11,067 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 1 day, 20:58:19, time: 0.581, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.0385 2021-06-19 10:45:22,186 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 1 day, 20:58:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.2265 2021-06-19 10:45:33,302 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 1 day, 20:57:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8523, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.2709 2021-06-19 10:45:44,417 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 1 day, 20:57:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.2584 2021-06-19 10:45:55,539 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 1 day, 20:57:28, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4281, loss: 1.4281, grad_norm: 5.2941 2021-06-19 10:46:06,659 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 1 day, 20:57:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4454, loss: 1.4454, grad_norm: 5.3259 2021-06-19 10:46:17,787 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 1 day, 20:57:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5552, loss: 1.5552, grad_norm: 5.3434 2021-06-19 10:46:28,925 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 1 day, 20:56:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.4615, loss: 1.4615, grad_norm: 5.1644 2021-06-19 10:46:40,073 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 1 day, 20:56:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4541, loss: 1.4541, grad_norm: 5.2824 2021-06-19 10:46:51,203 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 1 day, 20:56:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.3177 2021-06-19 10:47:02,335 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 1 day, 20:56:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.1788 2021-06-19 10:47:13,484 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 1 day, 20:56:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8711, loss_cls: 1.3409, loss: 1.3409, grad_norm: 5.1083 2021-06-19 10:47:24,631 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 1 day, 20:55:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.1816 2021-06-19 10:47:35,758 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 1 day, 20:55:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.3398 2021-06-19 10:47:46,908 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 1 day, 20:55:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.1589 2021-06-19 10:47:58,024 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 1 day, 20:55:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.4829, loss: 1.4829, grad_norm: 5.3024 2021-06-19 10:48:09,163 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 1 day, 20:54:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.3161 2021-06-19 10:48:20,290 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 1 day, 20:54:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8477, loss_cls: 1.5419, loss: 1.5419, grad_norm: 5.5129 2021-06-19 10:48:31,440 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 1 day, 20:54:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.1353 2021-06-19 10:48:42,577 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 1 day, 20:54:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8570, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.1723 2021-06-19 10:48:53,704 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 1 day, 20:54:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.1437 2021-06-19 10:49:04,844 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 1 day, 20:53:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.2916 2021-06-19 10:49:15,986 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 1 day, 20:53:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.2425 2021-06-19 10:49:27,119 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 1 day, 20:53:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.3568 2021-06-19 10:49:38,279 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 1 day, 20:53:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.5013, loss: 1.5013, grad_norm: 5.5116 2021-06-19 10:49:49,394 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 1 day, 20:53:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.3273 2021-06-19 10:50:00,536 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 1 day, 20:52:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8477, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.2176 2021-06-19 10:50:11,721 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 1 day, 20:52:39, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.1610 2021-06-19 10:50:22,871 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 1 day, 20:52:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8445, loss_cls: 1.5232, loss: 1.5232, grad_norm: 5.1982 2021-06-19 10:50:33,993 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 1 day, 20:52:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4581, loss: 1.4581, grad_norm: 4.9543 2021-06-19 10:50:45,119 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 1 day, 20:52:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.9696 2021-06-19 10:50:56,264 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 1 day, 20:51:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8617, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.2795 2021-06-19 10:51:07,432 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 1 day, 20:51:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8633, loss_cls: 1.4146, loss: 1.4146, grad_norm: 5.1683 2021-06-19 10:51:18,565 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 1 day, 20:51:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.3821, loss: 1.3821, grad_norm: 5.1773 2021-06-19 10:51:29,717 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 1 day, 20:51:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5670, loss: 1.5670, grad_norm: 5.2431 2021-06-19 10:51:40,843 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 1 day, 20:50:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.3873 2021-06-19 10:51:51,977 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 1 day, 20:50:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.1952 2021-06-19 10:52:03,134 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 1 day, 20:50:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8398, loss_cls: 1.5684, loss: 1.5684, grad_norm: 5.4784 2021-06-19 10:52:14,280 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 1 day, 20:50:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.2173 2021-06-19 10:52:25,415 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 1 day, 20:50:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4326, loss: 1.4326, grad_norm: 4.9806 2021-06-19 10:52:36,555 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 1 day, 20:49:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.5001, loss: 1.5001, grad_norm: 5.3941 2021-06-19 10:52:47,691 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 1 day, 20:49:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.4434 2021-06-19 10:52:58,841 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 1 day, 20:49:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.4143 2021-06-19 10:53:09,983 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 1 day, 20:49:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8320, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.5102 2021-06-19 10:53:21,133 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 1 day, 20:49:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8609, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.1239 2021-06-19 10:53:32,278 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 1 day, 20:48:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8555, loss_cls: 1.4324, loss: 1.4324, grad_norm: 5.4206 2021-06-19 10:53:43,427 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 1 day, 20:48:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.3853 2021-06-19 10:53:54,572 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 1 day, 20:48:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8578, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.4368 2021-06-19 10:54:05,712 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 1 day, 20:48:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.3165 2021-06-19 10:54:16,836 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 1 day, 20:48:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5396, loss: 1.5396, grad_norm: 5.2324 2021-06-19 10:54:27,953 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 1 day, 20:47:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.5032, loss: 1.5032, grad_norm: 5.1570 2021-06-19 10:54:39,078 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 1 day, 20:47:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.1926 2021-06-19 10:54:50,234 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 1 day, 20:47:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.2069 2021-06-19 10:55:01,385 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 1 day, 20:47:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4616, loss: 1.4616, grad_norm: 5.2715 2021-06-19 10:55:12,524 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 1 day, 20:47:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8430, loss_cls: 1.5212, loss: 1.5212, grad_norm: 5.3114 2021-06-19 10:55:23,672 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 1 day, 20:46:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8375, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.2601 2021-06-19 10:55:34,787 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 1 day, 20:46:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5336, loss: 1.5336, grad_norm: 5.2538 2021-06-19 10:55:45,933 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 1 day, 20:46:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.3034 2021-06-19 10:55:57,065 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 1 day, 20:46:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8648, loss_cls: 1.4451, loss: 1.4451, grad_norm: 5.3133 2021-06-19 10:56:08,222 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 1 day, 20:45:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.5071, loss: 1.5071, grad_norm: 5.1615 2021-06-19 10:56:19,373 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 1 day, 20:45:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.2972 2021-06-19 10:56:30,522 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 1 day, 20:45:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.2352 2021-06-19 10:56:41,644 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 1 day, 20:45:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8562, loss_cls: 1.4871, loss: 1.4871, grad_norm: 5.3215 2021-06-19 10:56:52,781 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 1 day, 20:45:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5244, loss: 1.5244, grad_norm: 5.1943 2021-06-19 10:57:03,918 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 1 day, 20:44:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8453, loss_cls: 1.5600, loss: 1.5600, grad_norm: 5.5409 2021-06-19 10:57:15,058 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 1 day, 20:44:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8438, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.4045 2021-06-19 10:57:26,243 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 1 day, 20:44:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8406, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.3604 2021-06-19 10:57:37,362 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 1 day, 20:44:18, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8516, loss_cls: 1.4913, loss: 1.4913, grad_norm: 5.2610 2021-06-19 10:57:48,504 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 1 day, 20:44:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8398, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.3573 2021-06-19 10:57:59,621 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 1 day, 20:43:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5549, loss: 1.5549, grad_norm: 5.2393 2021-06-19 10:58:10,773 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 1 day, 20:43:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4687, loss: 1.4687, grad_norm: 5.2532 2021-06-19 10:58:21,887 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 1 day, 20:43:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5266, loss: 1.5266, grad_norm: 5.2080 2021-06-19 10:58:33,037 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 1 day, 20:43:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5308, loss: 1.5308, grad_norm: 5.3837 2021-06-19 10:58:44,161 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 1 day, 20:43:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.2388 2021-06-19 10:58:55,315 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 1 day, 20:42:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8492, loss_cls: 1.5716, loss: 1.5716, grad_norm: 5.2290 2021-06-19 10:59:06,454 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 1 day, 20:42:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8461, loss_cls: 1.4841, loss: 1.4841, grad_norm: 5.1949 2021-06-19 10:59:17,616 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 1 day, 20:42:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8570, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.1988 2021-06-19 10:59:28,743 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 1 day, 20:42:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8555, loss_cls: 1.5026, loss: 1.5026, grad_norm: 5.5125 2021-06-19 10:59:39,878 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 1 day, 20:42:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8508, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.4024 2021-06-19 10:59:51,003 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 1 day, 20:41:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.3093 2021-06-19 11:00:02,149 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 1 day, 20:41:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.3301 2021-06-19 11:00:13,293 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 1 day, 20:41:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.3269 2021-06-19 11:00:24,431 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 1 day, 20:41:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8414, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.4508 2021-06-19 11:00:35,561 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 1 day, 20:40:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8602, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.1032 2021-06-19 11:00:46,696 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 1 day, 20:40:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8594, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.2146 2021-06-19 11:00:57,839 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 1 day, 20:40:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.2339 2021-06-19 11:01:08,989 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 1 day, 20:40:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4641, loss: 1.4641, grad_norm: 5.1038 2021-06-19 11:01:20,111 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 1 day, 20:40:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.1868 2021-06-19 11:01:31,273 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 1 day, 20:39:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8516, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.2652 2021-06-19 11:01:42,412 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 1 day, 20:39:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.0561 2021-06-19 11:01:53,589 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 1 day, 20:39:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8555, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.2282 2021-06-19 11:02:04,738 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 1 day, 20:39:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.1585 2021-06-19 11:02:15,892 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 1 day, 20:39:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8555, loss_cls: 1.4798, loss: 1.4798, grad_norm: 5.0539 2021-06-19 11:02:27,039 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 1 day, 20:38:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8531, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.2746 2021-06-19 11:02:38,163 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 1 day, 20:38:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8375, loss_cls: 1.5423, loss: 1.5423, grad_norm: 5.1459 2021-06-19 11:02:49,296 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 1 day, 20:38:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.0407 2021-06-19 11:03:00,459 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 1 day, 20:38:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4849, loss: 1.4849, grad_norm: 5.1379 2021-06-19 11:03:11,599 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 1 day, 20:38:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8648, loss_cls: 1.4174, loss: 1.4174, grad_norm: 5.1050 2021-06-19 11:03:22,727 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 1 day, 20:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8414, loss_cls: 1.5535, loss: 1.5535, grad_norm: 5.3648 2021-06-19 11:03:33,864 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 1 day, 20:37:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.4022 2021-06-19 11:03:45,005 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 1 day, 20:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8414, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.2288 2021-06-19 11:03:56,149 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 1 day, 20:37:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8516, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.1418 2021-06-19 11:04:07,301 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 1 day, 20:37:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.1496 2021-06-19 11:04:18,432 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 1 day, 20:36:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.4629, loss: 1.4629, grad_norm: 5.3181 2021-06-19 11:04:29,566 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 1 day, 20:36:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.2784 2021-06-19 11:04:40,714 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 1 day, 20:36:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.2721 2021-06-19 11:04:51,870 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 1 day, 20:36:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.1061 2021-06-19 11:05:03,014 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 1 day, 20:35:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.2457 2021-06-19 11:05:14,167 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 1 day, 20:35:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8617, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.2378 2021-06-19 11:05:25,315 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 1 day, 20:35:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.3234 2021-06-19 11:05:36,456 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 1 day, 20:35:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4833, loss: 1.4833, grad_norm: 5.3009 2021-06-19 11:05:47,582 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 1 day, 20:35:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8492, loss_cls: 1.5440, loss: 1.5440, grad_norm: 5.4173 2021-06-19 11:05:58,745 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 1 day, 20:34:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4620, loss: 1.4620, grad_norm: 5.2452 2021-06-19 11:06:09,899 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 1 day, 20:34:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5396, loss: 1.5396, grad_norm: 5.2313 2021-06-19 11:06:21,035 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 1 day, 20:34:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8367, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.2923 2021-06-19 11:06:32,173 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 1 day, 20:34:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8617, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.5406 2021-06-19 11:06:43,326 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 1 day, 20:34:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8516, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.1159 2021-06-19 11:06:54,445 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 1 day, 20:33:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5287, loss: 1.5287, grad_norm: 5.2482 2021-06-19 11:07:05,576 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 1 day, 20:33:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8383, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.5169 2021-06-19 11:07:16,710 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 1 day, 20:33:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.2649 2021-06-19 11:07:27,838 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 1 day, 20:33:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.3874 2021-06-19 11:07:38,981 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 1 day, 20:33:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.2447 2021-06-19 11:07:50,130 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 1 day, 20:32:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8570, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.3732 2021-06-19 11:08:01,309 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 1 day, 20:32:39, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.5911, loss: 1.5911, grad_norm: 5.4218 2021-06-19 11:08:12,405 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 1 day, 20:32:26, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8508, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.4085 2021-06-19 11:08:23,546 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 1 day, 20:32:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.4796, loss: 1.4796, grad_norm: 5.3562 2021-06-19 11:08:34,739 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 1 day, 20:32:01, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.2021 2021-06-19 11:08:45,836 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 1 day, 20:31:49, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4987, loss: 1.4987, grad_norm: 5.3286 2021-06-19 11:08:56,987 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 1 day, 20:31:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.3396 2021-06-19 11:09:08,119 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 1 day, 20:31:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8523, loss_cls: 1.4904, loss: 1.4904, grad_norm: 5.2208 2021-06-19 11:09:19,260 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 1 day, 20:31:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.1290 2021-06-19 11:09:30,411 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 1 day, 20:30:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.2705 2021-06-19 11:09:41,558 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 1 day, 20:30:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.2237 2021-06-19 11:09:52,695 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 1 day, 20:30:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5427, loss: 1.5427, grad_norm: 5.3586 2021-06-19 11:10:03,847 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 1 day, 20:30:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4767, loss: 1.4767, grad_norm: 5.2135 2021-06-19 11:10:15,014 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 1 day, 20:30:09, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.2838 2021-06-19 11:10:26,168 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 1 day, 20:29:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8375, loss_cls: 1.6011, loss: 1.6011, grad_norm: 5.2043 2021-06-19 11:10:37,310 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 1 day, 20:29:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8625, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.1939 2021-06-19 11:10:48,431 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 1 day, 20:29:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.3238 2021-06-19 11:10:59,591 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 1 day, 20:29:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8617, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.3104 2021-06-19 11:11:10,719 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 1 day, 20:29:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.1420 2021-06-19 11:11:21,837 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 1 day, 20:28:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8469, loss_cls: 1.5853, loss: 1.5853, grad_norm: 5.4947 2021-06-19 11:11:32,974 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 1 day, 20:28:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4809, loss: 1.4809, grad_norm: 5.2352 2021-06-19 11:11:44,086 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 1 day, 20:28:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.1793 2021-06-19 11:11:55,219 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 1 day, 20:28:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.2483 2021-06-19 11:12:06,346 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 1 day, 20:28:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8477, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.1206 2021-06-19 11:12:17,508 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 1 day, 20:27:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8320, loss_cls: 1.5450, loss: 1.5450, grad_norm: 5.0893 2021-06-19 11:12:28,673 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 1 day, 20:27:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8578, loss_cls: 1.4957, loss: 1.4957, grad_norm: 5.3849 2021-06-19 11:12:39,808 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 1 day, 20:27:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.1346 2021-06-19 11:12:50,949 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 1 day, 20:27:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.4563 2021-06-19 11:13:02,073 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 1 day, 20:27:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8320, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.2605 2021-06-19 11:13:13,210 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 1 day, 20:26:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.2189 2021-06-19 11:13:24,357 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 1 day, 20:26:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.3357 2021-06-19 11:13:35,471 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 1 day, 20:26:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8414, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.5253 2021-06-19 11:13:46,614 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 1 day, 20:26:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.1857 2021-06-19 11:13:57,754 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 1 day, 20:25:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8398, loss_cls: 1.5677, loss: 1.5677, grad_norm: 5.2806 2021-06-19 11:14:08,904 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 1 day, 20:25:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8391, loss_cls: 1.5254, loss: 1.5254, grad_norm: 5.2101 2021-06-19 11:14:20,052 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 1 day, 20:25:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.4902, loss: 1.4902, grad_norm: 5.0855 2021-06-19 11:14:31,198 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 1 day, 20:25:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.4284 2021-06-19 11:14:42,370 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 1 day, 20:25:09, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8508, loss_cls: 1.5221, loss: 1.5221, grad_norm: 5.4141 2021-06-19 11:14:53,513 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 1 day, 20:24:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.5516, loss: 1.5516, grad_norm: 5.2727 2021-06-19 11:15:04,691 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 1 day, 20:24:45, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5005, loss: 1.5005, grad_norm: 5.0938 2021-06-19 11:15:15,828 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 1 day, 20:24:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.3046 2021-06-19 11:15:26,953 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 1 day, 20:24:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.1150 2021-06-19 11:15:38,095 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 1 day, 20:24:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.3539 2021-06-19 11:15:49,272 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 1 day, 20:23:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.2610 2021-06-19 11:16:00,405 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 1 day, 20:23:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.2818 2021-06-19 11:16:11,550 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 1 day, 20:23:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5400, loss: 1.5400, grad_norm: 5.1146 2021-06-19 11:16:22,685 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 1 day, 20:23:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.1037 2021-06-19 11:16:33,835 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 1 day, 20:23:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.2571 2021-06-19 11:16:44,987 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 1 day, 20:22:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.2766 2021-06-19 11:16:56,111 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 1 day, 20:22:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8492, loss_cls: 1.5266, loss: 1.5266, grad_norm: 5.3112 2021-06-19 11:17:07,261 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 1 day, 20:22:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.1921 2021-06-19 11:17:18,406 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 1 day, 20:22:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8570, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.1294 2021-06-19 11:17:29,544 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 1 day, 20:22:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.1806 2021-06-19 11:17:40,677 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 1 day, 20:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8695, loss_cls: 1.3970, loss: 1.3970, grad_norm: 5.0935 2021-06-19 11:17:51,813 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 1 day, 20:21:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.1852 2021-06-19 11:18:02,940 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 1 day, 20:21:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8445, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.3448 2021-06-19 11:18:14,068 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 1 day, 20:21:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.3478 2021-06-19 11:18:25,211 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 1 day, 20:21:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8367, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.5766 2021-06-19 11:18:36,361 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 1 day, 20:20:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5132, loss: 1.5132, grad_norm: 5.1757 2021-06-19 11:18:47,518 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 1 day, 20:20:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.1647 2021-06-19 11:18:58,651 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 1 day, 20:20:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8570, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.2576 2021-06-19 11:19:09,796 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 1 day, 20:20:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.5460, loss: 1.5460, grad_norm: 5.3781 2021-06-19 11:19:21,008 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-06-19 11:20:44,177 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 1 day, 20:22:44, time: 4.125, data_time: 3.501, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.4341, loss: 1.4341, grad_norm: 5.1252 2021-06-19 11:20:55,313 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 1 day, 20:22:31, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.4044, loss: 1.4044, grad_norm: 5.1717 2021-06-19 11:21:06,406 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 1 day, 20:22:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.0388 2021-06-19 11:21:17,503 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 1 day, 20:22:06, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8734, loss_cls: 1.3671, loss: 1.3671, grad_norm: 5.1521 2021-06-19 11:21:28,635 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 1 day, 20:21:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.4901, loss: 1.4901, grad_norm: 5.1802 2021-06-19 11:21:39,757 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 1 day, 20:21:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5068, loss: 1.5068, grad_norm: 5.2846 2021-06-19 11:21:50,904 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 1 day, 20:21:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.0951 2021-06-19 11:22:02,018 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 1 day, 20:21:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.3895, loss: 1.3895, grad_norm: 5.3096 2021-06-19 11:22:13,139 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 1 day, 20:21:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8586, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.1175 2021-06-19 11:22:24,276 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 1 day, 20:20:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.3536 2021-06-19 11:22:35,410 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 1 day, 20:20:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8445, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.4612 2021-06-19 11:22:46,558 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 1 day, 20:20:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.2444 2021-06-19 11:22:57,700 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 1 day, 20:20:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.2937 2021-06-19 11:23:08,818 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 1 day, 20:20:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.3898, loss: 1.3898, grad_norm: 5.1851 2021-06-19 11:23:19,944 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 1 day, 20:19:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8531, loss_cls: 1.4325, loss: 1.4325, grad_norm: 5.4403 2021-06-19 11:23:31,091 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 1 day, 20:19:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.4634 2021-06-19 11:23:42,210 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 1 day, 20:19:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.4409, loss: 1.4409, grad_norm: 5.2580 2021-06-19 11:23:53,358 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 1 day, 20:19:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.5240, loss: 1.5240, grad_norm: 5.1701 2021-06-19 11:24:04,507 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 1 day, 20:18:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8641, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.3281 2021-06-19 11:24:15,638 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 1 day, 20:18:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.3901 2021-06-19 11:24:26,795 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 1 day, 20:18:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8594, loss_cls: 1.4426, loss: 1.4426, grad_norm: 5.2733 2021-06-19 11:24:37,930 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 1 day, 20:18:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.2543 2021-06-19 11:24:49,084 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 1 day, 20:18:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4589, loss: 1.4589, grad_norm: 5.2500 2021-06-19 11:25:00,231 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 1 day, 20:17:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4096, loss: 1.4096, grad_norm: 5.1177 2021-06-19 11:25:11,409 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 1 day, 20:17:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8602, loss_cls: 1.4274, loss: 1.4274, grad_norm: 5.4006 2021-06-19 11:25:22,553 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 1 day, 20:17:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.1559 2021-06-19 11:25:33,690 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 1 day, 20:17:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.2569 2021-06-19 11:25:44,846 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 1 day, 20:17:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3840, loss: 1.3840, grad_norm: 4.9543 2021-06-19 11:25:56,007 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 1 day, 20:16:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4524, loss: 1.4524, grad_norm: 5.2456 2021-06-19 11:26:07,148 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 1 day, 20:16:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.1296 2021-06-19 11:26:18,294 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 1 day, 20:16:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3876, loss: 1.3876, grad_norm: 4.9923 2021-06-19 11:26:29,401 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 1 day, 20:16:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.3707 2021-06-19 11:26:40,548 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 1 day, 20:16:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5043, loss: 1.5043, grad_norm: 5.1576 2021-06-19 11:26:51,693 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 1 day, 20:15:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.5000, loss: 1.5000, grad_norm: 5.1046 2021-06-19 11:27:02,840 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 1 day, 20:15:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.3448 2021-06-19 11:27:13,983 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 1 day, 20:15:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.4616, loss: 1.4616, grad_norm: 5.1968 2021-06-19 11:27:25,114 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 1 day, 20:15:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.4478, loss: 1.4478, grad_norm: 5.1609 2021-06-19 11:27:36,246 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 1 day, 20:15:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.1762 2021-06-19 11:27:47,389 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 1 day, 20:14:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4551, loss: 1.4551, grad_norm: 5.3747 2021-06-19 11:27:58,550 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 1 day, 20:14:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.2060 2021-06-19 11:28:09,703 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 1 day, 20:14:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4765, loss: 1.4765, grad_norm: 5.0394 2021-06-19 11:28:20,836 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 1 day, 20:14:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.1782 2021-06-19 11:28:31,988 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 1 day, 20:13:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8648, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.1456 2021-06-19 11:28:43,141 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 1 day, 20:13:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3948, loss: 1.3948, grad_norm: 5.2563 2021-06-19 11:28:54,295 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 1 day, 20:13:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.3328 2021-06-19 11:29:05,419 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 1 day, 20:13:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.5327 2021-06-19 11:29:16,556 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 1 day, 20:13:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.4210 2021-06-19 11:29:27,713 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 1 day, 20:12:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4909, loss: 1.4909, grad_norm: 5.2753 2021-06-19 11:29:38,850 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 1 day, 20:12:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8555, loss_cls: 1.4733, loss: 1.4733, grad_norm: 5.2716 2021-06-19 11:29:49,994 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 1 day, 20:12:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.3149 2021-06-19 11:30:01,122 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 1 day, 20:12:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5334, loss: 1.5334, grad_norm: 5.3729 2021-06-19 11:30:12,261 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 1 day, 20:12:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8562, loss_cls: 1.4567, loss: 1.4567, grad_norm: 5.2322 2021-06-19 11:30:23,440 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 1 day, 20:11:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.1765 2021-06-19 11:30:34,590 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 1 day, 20:11:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.2507 2021-06-19 11:30:45,742 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 1 day, 20:11:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.5651, loss: 1.5651, grad_norm: 5.3135 2021-06-19 11:30:56,865 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 1 day, 20:11:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.1250 2021-06-19 11:31:08,010 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 1 day, 20:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5201, loss: 1.5201, grad_norm: 5.1797 2021-06-19 11:31:19,141 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 1 day, 20:10:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4299, loss: 1.4299, grad_norm: 5.0029 2021-06-19 11:31:30,297 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 1 day, 20:10:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4388, loss: 1.4388, grad_norm: 5.2964 2021-06-19 11:31:41,443 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 1 day, 20:10:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.5117, loss: 1.5117, grad_norm: 5.3049 2021-06-19 11:31:52,588 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 1 day, 20:10:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.4127 2021-06-19 11:32:03,718 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 1 day, 20:10:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.4406 2021-06-19 11:32:14,863 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 1 day, 20:09:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4990, loss: 1.4990, grad_norm: 5.1715 2021-06-19 11:32:26,011 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 1 day, 20:09:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.1144 2021-06-19 11:32:37,157 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 1 day, 20:09:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8508, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.3197 2021-06-19 11:32:48,279 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 1 day, 20:09:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8633, loss_cls: 1.4325, loss: 1.4325, grad_norm: 5.2669 2021-06-19 11:32:59,420 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 1 day, 20:09:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.4633 2021-06-19 11:33:10,547 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 1 day, 20:08:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.3124 2021-06-19 11:33:21,678 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 1 day, 20:08:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.5322 2021-06-19 11:33:32,824 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 1 day, 20:08:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.5661 2021-06-19 11:33:43,960 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 1 day, 20:08:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.2667 2021-06-19 11:33:55,104 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 1 day, 20:07:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8586, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.2136 2021-06-19 11:34:06,265 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 1 day, 20:07:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5636, loss: 1.5636, grad_norm: 5.2988 2021-06-19 11:34:17,398 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 1 day, 20:07:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.0675 2021-06-19 11:34:28,559 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 1 day, 20:07:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.2440 2021-06-19 11:34:39,684 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 1 day, 20:07:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4270, loss: 1.4270, grad_norm: 5.3621 2021-06-19 11:34:50,831 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 1 day, 20:06:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8617, loss_cls: 1.4830, loss: 1.4830, grad_norm: 5.3241 2021-06-19 11:35:01,990 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 1 day, 20:06:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.2966 2021-06-19 11:35:13,135 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 1 day, 20:06:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4957, loss: 1.4957, grad_norm: 5.2182 2021-06-19 11:35:24,292 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 1 day, 20:06:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.1776 2021-06-19 11:35:35,433 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 1 day, 20:06:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8438, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.3246 2021-06-19 11:35:46,580 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 1 day, 20:05:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4471, loss: 1.4471, grad_norm: 5.3305 2021-06-19 11:35:57,726 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 1 day, 20:05:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4809, loss: 1.4809, grad_norm: 5.1859 2021-06-19 11:36:08,871 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 1 day, 20:05:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.3240 2021-06-19 11:36:20,022 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 1 day, 20:05:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5454, loss: 1.5454, grad_norm: 5.3041 2021-06-19 11:36:31,138 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 1 day, 20:05:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.2391 2021-06-19 11:36:42,297 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 1 day, 20:04:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8453, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.4298 2021-06-19 11:36:53,447 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 1 day, 20:04:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.0561 2021-06-19 11:37:04,600 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 1 day, 20:04:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.2826 2021-06-19 11:37:15,729 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 1 day, 20:04:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.2898 2021-06-19 11:37:26,889 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 1 day, 20:04:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8703, loss_cls: 1.4100, loss: 1.4100, grad_norm: 5.3306 2021-06-19 11:37:38,034 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 1 day, 20:03:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.4113 2021-06-19 11:37:49,183 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 1 day, 20:03:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.5440, loss: 1.5440, grad_norm: 5.3867 2021-06-19 11:38:00,315 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 1 day, 20:03:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5202, loss: 1.5202, grad_norm: 5.3862 2021-06-19 11:38:11,460 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 1 day, 20:03:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4464, loss: 1.4464, grad_norm: 5.3355 2021-06-19 11:38:22,610 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 1 day, 20:02:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.3539 2021-06-19 11:38:33,767 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 1 day, 20:02:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4385, loss: 1.4385, grad_norm: 5.2727 2021-06-19 11:38:44,909 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 1 day, 20:02:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.4077 2021-06-19 11:38:56,034 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 1 day, 20:02:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4585, loss: 1.4585, grad_norm: 5.2806 2021-06-19 11:39:07,188 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 1 day, 20:02:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.4938, loss: 1.4938, grad_norm: 5.3508 2021-06-19 11:39:18,317 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 1 day, 20:01:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4897, loss: 1.4897, grad_norm: 5.3860 2021-06-19 11:39:29,441 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 1 day, 20:01:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8477, loss_cls: 1.5367, loss: 1.5367, grad_norm: 5.5183 2021-06-19 11:39:40,582 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 1 day, 20:01:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.3962 2021-06-19 11:39:51,774 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 1 day, 20:01:19, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8414, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.3666 2021-06-19 11:40:02,889 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 1 day, 20:01:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4540, loss: 1.4540, grad_norm: 5.2713 2021-06-19 11:40:14,015 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 1 day, 20:00:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.4508 2021-06-19 11:40:25,158 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 1 day, 20:00:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.5641, loss: 1.5641, grad_norm: 5.3287 2021-06-19 11:40:36,306 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 1 day, 20:00:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8633, loss_cls: 1.3850, loss: 1.3850, grad_norm: 5.3028 2021-06-19 11:40:47,450 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 1 day, 20:00:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.1284 2021-06-19 11:40:58,584 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 1 day, 20:00:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5210, loss: 1.5210, grad_norm: 5.2858 2021-06-19 11:41:09,712 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 1 day, 19:59:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.2775 2021-06-19 11:41:20,839 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 1 day, 19:59:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.5428, loss: 1.5428, grad_norm: 5.3267 2021-06-19 11:41:31,970 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 1 day, 19:59:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.2480 2021-06-19 11:41:43,114 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 1 day, 19:59:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.3412 2021-06-19 11:41:54,227 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 1 day, 19:59:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.2105 2021-06-19 11:42:05,365 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 1 day, 19:58:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.2894 2021-06-19 11:42:16,499 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 1 day, 19:58:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.2200 2021-06-19 11:42:27,643 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 1 day, 19:58:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.2683 2021-06-19 11:42:38,789 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 1 day, 19:58:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.3432 2021-06-19 11:42:49,914 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 1 day, 19:58:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8609, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.3163 2021-06-19 11:43:01,079 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 1 day, 19:57:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4890, loss: 1.4890, grad_norm: 5.1189 2021-06-19 11:43:12,176 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 1 day, 19:57:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.2481 2021-06-19 11:43:23,324 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 1 day, 19:57:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4461, loss: 1.4461, grad_norm: 5.0346 2021-06-19 11:43:34,492 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 1 day, 19:57:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8578, loss_cls: 1.4390, loss: 1.4390, grad_norm: 5.1623 2021-06-19 11:43:45,629 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 1 day, 19:56:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8391, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.3582 2021-06-19 11:43:56,766 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 1 day, 19:56:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8523, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.4229 2021-06-19 11:44:07,906 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 1 day, 19:56:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4483, loss: 1.4483, grad_norm: 5.1750 2021-06-19 11:44:19,031 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 1 day, 19:56:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.2136 2021-06-19 11:44:30,177 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 1 day, 19:56:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8531, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.2776 2021-06-19 11:44:41,311 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 1 day, 19:55:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5814, loss: 1.5814, grad_norm: 5.4159 2021-06-19 11:44:52,458 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 1 day, 19:55:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8695, loss_cls: 1.3968, loss: 1.3968, grad_norm: 5.1856 2021-06-19 11:45:03,649 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 1 day, 19:55:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8539, loss_cls: 1.5402, loss: 1.5402, grad_norm: 5.4668 2021-06-19 11:45:14,810 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 1 day, 19:55:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8516, loss_cls: 1.5487, loss: 1.5487, grad_norm: 5.2256 2021-06-19 11:45:25,958 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 1 day, 19:55:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4609, loss: 1.4609, grad_norm: 5.1383 2021-06-19 11:45:37,099 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 1 day, 19:54:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.3176 2021-06-19 11:45:48,251 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 1 day, 19:54:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.1076 2021-06-19 11:45:59,395 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 1 day, 19:54:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8383, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.2865 2021-06-19 11:46:10,529 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 1 day, 19:54:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.2810 2021-06-19 11:46:21,689 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 1 day, 19:54:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5250, loss: 1.5250, grad_norm: 5.1861 2021-06-19 11:46:32,829 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 1 day, 19:53:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8594, loss_cls: 1.4635, loss: 1.4635, grad_norm: 5.2643 2021-06-19 11:46:43,987 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 1 day, 19:53:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.2082 2021-06-19 11:46:55,125 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 1 day, 19:53:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8352, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.2966 2021-06-19 11:47:06,279 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 1 day, 19:53:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.3552 2021-06-19 11:47:17,413 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 1 day, 19:53:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8641, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.2515 2021-06-19 11:47:28,547 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 1 day, 19:52:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.2335 2021-06-19 11:47:39,684 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 1 day, 19:52:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.2139 2021-06-19 11:47:50,836 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 1 day, 19:52:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5618, loss: 1.5618, grad_norm: 5.2785 2021-06-19 11:48:01,981 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 1 day, 19:52:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8469, loss_cls: 1.5432, loss: 1.5432, grad_norm: 5.2676 2021-06-19 11:48:13,083 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 1 day, 19:52:00, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5105, loss: 1.5105, grad_norm: 5.2992 2021-06-19 11:48:24,211 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 1 day, 19:51:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8492, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.3364 2021-06-19 11:48:35,364 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 1 day, 19:51:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.4938, loss: 1.4938, grad_norm: 5.1065 2021-06-19 11:48:46,506 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 1 day, 19:51:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.3629 2021-06-19 11:48:57,678 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 1 day, 19:51:10, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.1976 2021-06-19 11:49:08,821 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 1 day, 19:50:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8594, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.2408 2021-06-19 11:49:19,965 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 1 day, 19:50:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.4769 2021-06-19 11:49:31,114 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 1 day, 19:50:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.1401 2021-06-19 11:49:42,256 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 1 day, 19:50:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.5879, loss: 1.5879, grad_norm: 5.2911 2021-06-19 11:49:53,403 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 1 day, 19:50:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.1928 2021-06-19 11:50:04,559 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 1 day, 19:49:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.2110 2021-06-19 11:50:15,738 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 1 day, 19:49:44, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.3681 2021-06-19 11:50:26,867 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 1 day, 19:49:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8219, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.4530 2021-06-19 11:50:37,996 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 1 day, 19:49:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8547, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.2585 2021-06-19 11:50:49,174 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 1 day, 19:49:06, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4758, loss: 1.4758, grad_norm: 4.9426 2021-06-19 11:51:00,348 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 1 day, 19:48:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.2818 2021-06-19 11:51:11,479 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 1 day, 19:48:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4236, loss: 1.4236, grad_norm: 5.3176 2021-06-19 11:51:22,632 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 1 day, 19:48:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8633, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.2519 2021-06-19 11:51:33,766 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 1 day, 19:48:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5397, loss: 1.5397, grad_norm: 5.2995 2021-06-19 11:51:44,914 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 1 day, 19:48:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.3731 2021-06-19 11:51:56,060 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 1 day, 19:47:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.2964 2021-06-19 11:52:07,173 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 1 day, 19:47:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.3680 2021-06-19 11:52:18,294 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 1 day, 19:47:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8328, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.2159 2021-06-19 11:52:29,436 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 1 day, 19:47:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.5098, loss: 1.5098, grad_norm: 5.1718 2021-06-19 11:52:40,595 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 1 day, 19:47:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.2325 2021-06-19 11:52:51,737 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 1 day, 19:46:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.4585 2021-06-19 11:53:02,879 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 1 day, 19:46:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.1424 2021-06-19 11:53:14,013 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 1 day, 19:46:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5272, loss: 1.5272, grad_norm: 5.1381 2021-06-19 11:53:25,183 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 1 day, 19:46:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.2798 2021-06-19 11:53:36,308 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 1 day, 19:46:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.2903 2021-06-19 11:53:47,466 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 1 day, 19:45:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8438, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.1030 2021-06-19 11:53:58,626 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 1 day, 19:45:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.0894 2021-06-19 11:54:09,759 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 1 day, 19:45:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.3178 2021-06-19 11:54:20,875 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 1 day, 19:45:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.2755 2021-06-19 11:54:32,007 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 1 day, 19:44:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.1553 2021-06-19 11:54:43,152 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 1 day, 19:44:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4235, loss: 1.4235, grad_norm: 5.1985 2021-06-19 11:54:54,295 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 1 day, 19:44:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8586, loss_cls: 1.4426, loss: 1.4426, grad_norm: 5.1755 2021-06-19 11:55:05,453 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 1 day, 19:44:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8453, loss_cls: 1.5162, loss: 1.5162, grad_norm: 5.1223 2021-06-19 11:55:16,593 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 1 day, 19:44:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4038, loss: 1.4038, grad_norm: 5.1006 2021-06-19 11:55:28,246 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-06-19 11:56:48,803 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 1 day, 19:46:27, time: 4.005, data_time: 3.414, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8578, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.2750 2021-06-19 11:57:00,130 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 1 day, 19:46:15, time: 0.565, data_time: 0.003, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.4389 2021-06-19 11:57:11,232 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 1 day, 19:46:02, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.0533 2021-06-19 11:57:22,349 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 1 day, 19:45:50, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8500, loss_cls: 1.4949, loss: 1.4949, grad_norm: 5.4129 2021-06-19 11:57:33,442 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 1 day, 19:45:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.3303 2021-06-19 11:57:44,583 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 1 day, 19:45:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.2686 2021-06-19 11:57:55,710 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 1 day, 19:45:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4405, loss: 1.4405, grad_norm: 5.0934 2021-06-19 11:58:06,849 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 1 day, 19:45:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.0702 2021-06-19 11:58:17,955 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 1 day, 19:44:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8555, loss_cls: 1.4693, loss: 1.4693, grad_norm: 5.4833 2021-06-19 11:58:29,069 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 1 day, 19:44:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8633, loss_cls: 1.3902, loss: 1.3902, grad_norm: 5.1423 2021-06-19 11:58:40,187 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 1 day, 19:44:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5868, loss: 1.5868, grad_norm: 5.3764 2021-06-19 11:58:51,335 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 1 day, 19:44:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4175, loss: 1.4175, grad_norm: 5.1743 2021-06-19 11:59:02,477 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 1 day, 19:43:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4446, loss: 1.4446, grad_norm: 5.2128 2021-06-19 11:59:13,622 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 1 day, 19:43:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.3529 2021-06-19 11:59:24,794 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 1 day, 19:43:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.4100, loss: 1.4100, grad_norm: 4.9977 2021-06-19 11:59:35,887 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 1 day, 19:43:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8680, loss_cls: 1.4230, loss: 1.4230, grad_norm: 5.2789 2021-06-19 11:59:47,028 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 1 day, 19:43:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.2391 2021-06-19 11:59:58,169 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 1 day, 19:42:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.2498 2021-06-19 12:00:10,395 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 1 day, 19:42:46, time: 0.611, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.1862 2021-06-19 12:00:21,471 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 1 day, 19:42:33, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4484, loss: 1.4484, grad_norm: 5.2414 2021-06-19 12:00:32,580 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 1 day, 19:42:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8508, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.3729 2021-06-19 12:00:43,700 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 1 day, 19:42:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.2756 2021-06-19 12:00:54,846 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 1 day, 19:41:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.3639 2021-06-19 12:01:05,984 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 1 day, 19:41:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4047, loss: 1.4047, grad_norm: 5.0346 2021-06-19 12:01:17,127 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 1 day, 19:41:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.4032, loss: 1.4032, grad_norm: 5.1383 2021-06-19 12:01:28,278 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 1 day, 19:41:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.3753 2021-06-19 12:01:39,427 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 1 day, 19:41:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.2058 2021-06-19 12:01:50,582 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 1 day, 19:40:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4349, loss: 1.4349, grad_norm: 5.2110 2021-06-19 12:02:01,729 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 1 day, 19:40:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.4943, loss: 1.4943, grad_norm: 5.3482 2021-06-19 12:02:12,873 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 1 day, 19:40:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.4405, loss: 1.4405, grad_norm: 5.1534 2021-06-19 12:02:24,018 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 1 day, 19:40:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.2395 2021-06-19 12:02:35,172 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 1 day, 19:40:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.4356, loss: 1.4356, grad_norm: 5.2694 2021-06-19 12:02:46,325 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 1 day, 19:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.4975, loss: 1.4975, grad_norm: 5.4027 2021-06-19 12:02:57,478 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 1 day, 19:39:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4500, loss: 1.4500, grad_norm: 5.2814 2021-06-19 12:03:08,607 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 1 day, 19:39:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.1542 2021-06-19 12:03:19,735 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 1 day, 19:39:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.4154 2021-06-19 12:03:30,871 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 1 day, 19:39:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8461, loss_cls: 1.5444, loss: 1.5444, grad_norm: 5.2701 2021-06-19 12:03:41,986 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 1 day, 19:38:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5165, loss: 1.5165, grad_norm: 5.0753 2021-06-19 12:03:53,134 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 1 day, 19:38:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5162, loss: 1.5162, grad_norm: 5.0484 2021-06-19 12:04:04,267 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 1 day, 19:38:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.3288 2021-06-19 12:04:15,418 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 1 day, 19:38:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.5063, loss: 1.5063, grad_norm: 5.5141 2021-06-19 12:04:26,565 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 1 day, 19:38:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3869, loss: 1.3869, grad_norm: 5.1314 2021-06-19 12:04:37,711 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 1 day, 19:37:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8500, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.2818 2021-06-19 12:04:48,843 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 1 day, 19:37:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8562, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.3404 2021-06-19 12:04:59,984 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 1 day, 19:37:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.0137 2021-06-19 12:05:11,330 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 1 day, 19:37:10, time: 0.568, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.3635 2021-06-19 12:05:22,484 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 1 day, 19:36:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8586, loss_cls: 1.4538, loss: 1.4538, grad_norm: 5.3252 2021-06-19 12:05:33,634 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 1 day, 19:36:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3998, loss: 1.3998, grad_norm: 5.1927 2021-06-19 12:05:44,781 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 1 day, 19:36:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8555, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.5230 2021-06-19 12:05:55,933 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 1 day, 19:36:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.3192 2021-06-19 12:06:07,077 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 1 day, 19:36:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.4405 2021-06-19 12:06:18,211 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 1 day, 19:35:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.2758 2021-06-19 12:06:29,346 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 1 day, 19:35:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.3061 2021-06-19 12:06:40,471 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 1 day, 19:35:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.3264 2021-06-19 12:06:51,605 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 1 day, 19:35:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8648, loss_cls: 1.4286, loss: 1.4286, grad_norm: 5.3584 2021-06-19 12:07:02,739 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 1 day, 19:35:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4659, loss: 1.4659, grad_norm: 5.3471 2021-06-19 12:07:13,884 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 1 day, 19:34:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.3361 2021-06-19 12:07:25,036 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 1 day, 19:34:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8508, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.1899 2021-06-19 12:07:36,180 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 1 day, 19:34:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4759, loss: 1.4759, grad_norm: 5.2186 2021-06-19 12:07:47,318 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 1 day, 19:34:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.3309 2021-06-19 12:07:58,468 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 1 day, 19:34:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.4217 2021-06-19 12:08:09,614 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 1 day, 19:33:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8367, loss_cls: 1.5446, loss: 1.5446, grad_norm: 5.4232 2021-06-19 12:08:20,744 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 1 day, 19:33:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.3183 2021-06-19 12:08:31,871 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 1 day, 19:33:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.4047, loss: 1.4047, grad_norm: 5.1438 2021-06-19 12:08:43,034 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 1 day, 19:33:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.0883 2021-06-19 12:08:54,149 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 1 day, 19:33:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4661, loss: 1.4661, grad_norm: 5.4074 2021-06-19 12:09:05,307 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 1 day, 19:32:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8523, loss_cls: 1.4933, loss: 1.4933, grad_norm: 5.1741 2021-06-19 12:09:16,438 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 1 day, 19:32:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.5315, loss: 1.5315, grad_norm: 5.4265 2021-06-19 12:09:27,581 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 1 day, 19:32:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.5403, loss: 1.5403, grad_norm: 5.2376 2021-06-19 12:09:38,736 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 1 day, 19:32:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4726, loss: 1.4726, grad_norm: 5.1304 2021-06-19 12:09:49,903 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 1 day, 19:32:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.1742 2021-06-19 12:10:01,046 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 1 day, 19:31:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.3815 2021-06-19 12:10:12,220 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 1 day, 19:31:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.4123, loss: 1.4123, grad_norm: 5.0991 2021-06-19 12:10:23,358 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 1 day, 19:31:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8555, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.4047 2021-06-19 12:10:34,499 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 1 day, 19:31:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.2257 2021-06-19 12:10:45,660 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 1 day, 19:30:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4332, loss: 1.4332, grad_norm: 5.1647 2021-06-19 12:10:56,808 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 1 day, 19:30:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5507, loss: 1.5507, grad_norm: 5.4627 2021-06-19 12:11:07,989 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 1 day, 19:30:34, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.2205 2021-06-19 12:11:19,133 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 1 day, 19:30:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.0707 2021-06-19 12:11:30,277 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 1 day, 19:30:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5232, loss: 1.5232, grad_norm: 5.2323 2021-06-19 12:11:41,439 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 1 day, 19:29:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.2350 2021-06-19 12:11:52,565 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 1 day, 19:29:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8531, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.0813 2021-06-19 12:12:03,709 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 1 day, 19:29:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4237, loss: 1.4237, grad_norm: 5.2350 2021-06-19 12:12:14,827 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 1 day, 19:29:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8461, loss_cls: 1.5098, loss: 1.5098, grad_norm: 5.4435 2021-06-19 12:12:25,969 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 1 day, 19:29:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.3093 2021-06-19 12:12:37,117 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 1 day, 19:28:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4321, loss: 1.4321, grad_norm: 5.1337 2021-06-19 12:12:48,272 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 1 day, 19:28:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.3197 2021-06-19 12:12:59,424 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 1 day, 19:28:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8477, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.1188 2021-06-19 12:13:10,561 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 1 day, 19:28:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.3669 2021-06-19 12:13:21,695 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 1 day, 19:28:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.3254 2021-06-19 12:13:32,845 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 1 day, 19:27:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.1607 2021-06-19 12:13:44,013 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 1 day, 19:27:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.2906 2021-06-19 12:13:55,209 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 1 day, 19:27:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.2051 2021-06-19 12:14:06,373 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 1 day, 19:27:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.1868 2021-06-19 12:14:17,510 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 1 day, 19:27:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.4037 2021-06-19 12:14:28,641 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 1 day, 19:26:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4604, loss: 1.4604, grad_norm: 5.2145 2021-06-19 12:14:39,804 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 1 day, 19:26:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.2403 2021-06-19 12:14:50,917 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 1 day, 19:26:26, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8617, loss_cls: 1.4559, loss: 1.4559, grad_norm: 5.0678 2021-06-19 12:15:02,087 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 1 day, 19:26:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.1066 2021-06-19 12:15:13,211 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 1 day, 19:26:01, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8406, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.2250 2021-06-19 12:15:24,361 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 1 day, 19:25:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.3919, loss: 1.3919, grad_norm: 5.1974 2021-06-19 12:15:35,509 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 1 day, 19:25:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.4566 2021-06-19 12:15:46,646 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 1 day, 19:25:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.1288 2021-06-19 12:15:57,788 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 1 day, 19:25:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.4085 2021-06-19 12:16:08,936 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 1 day, 19:24:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.2411 2021-06-19 12:16:20,081 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 1 day, 19:24:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.2272 2021-06-19 12:16:31,247 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 1 day, 19:24:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4732, loss: 1.4732, grad_norm: 5.1280 2021-06-19 12:16:42,400 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 1 day, 19:24:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8438, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.4332 2021-06-19 12:16:53,527 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 1 day, 19:24:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8734, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.3531 2021-06-19 12:17:04,667 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 1 day, 19:23:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.5601 2021-06-19 12:17:15,822 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 1 day, 19:23:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8516, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.4538 2021-06-19 12:17:26,981 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 1 day, 19:23:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.3149 2021-06-19 12:17:38,101 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 1 day, 19:23:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.1936 2021-06-19 12:17:49,254 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 1 day, 19:23:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.3826 2021-06-19 12:18:00,391 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 1 day, 19:22:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8523, loss_cls: 1.4797, loss: 1.4797, grad_norm: 5.3642 2021-06-19 12:18:11,536 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 1 day, 19:22:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.2400 2021-06-19 12:18:22,726 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 1 day, 19:22:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8492, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.4199 2021-06-19 12:18:33,821 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 1 day, 19:22:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8617, loss_cls: 1.4668, loss: 1.4668, grad_norm: 5.3958 2021-06-19 12:18:44,976 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 1 day, 19:22:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.4147 2021-06-19 12:18:56,099 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 1 day, 19:21:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8172, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.4064 2021-06-19 12:19:07,221 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 1 day, 19:21:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.1525 2021-06-19 12:19:18,352 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 1 day, 19:21:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.1653 2021-06-19 12:19:29,479 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 1 day, 19:21:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.3583 2021-06-19 12:19:40,638 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 1 day, 19:21:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8383, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.1841 2021-06-19 12:19:51,799 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 1 day, 19:20:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.4012 2021-06-19 12:20:02,945 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 1 day, 19:20:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.4051 2021-06-19 12:20:14,114 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 1 day, 19:20:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8688, loss_cls: 1.4149, loss: 1.4149, grad_norm: 5.4175 2021-06-19 12:20:25,256 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 1 day, 19:20:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.2742 2021-06-19 12:20:36,393 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 1 day, 19:20:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4529, loss: 1.4529, grad_norm: 4.9760 2021-06-19 12:20:47,514 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 1 day, 19:19:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8328, loss_cls: 1.6047, loss: 1.6047, grad_norm: 5.5374 2021-06-19 12:20:58,674 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 1 day, 19:19:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8570, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.2999 2021-06-19 12:21:09,819 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 1 day, 19:19:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.5219, loss: 1.5219, grad_norm: 5.4089 2021-06-19 12:21:20,943 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 1 day, 19:19:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8477, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.2117 2021-06-19 12:21:32,092 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 1 day, 19:19:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4726, loss: 1.4726, grad_norm: 5.3291 2021-06-19 12:21:43,241 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 1 day, 19:18:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.5558 2021-06-19 12:21:54,391 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 1 day, 19:18:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.6046, loss: 1.6046, grad_norm: 5.2304 2021-06-19 12:22:05,522 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 1 day, 19:18:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8492, loss_cls: 1.5233, loss: 1.5233, grad_norm: 5.3260 2021-06-19 12:22:16,655 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 1 day, 19:18:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.2493 2021-06-19 12:22:27,794 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 1 day, 19:17:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8617, loss_cls: 1.3921, loss: 1.3921, grad_norm: 5.1821 2021-06-19 12:22:38,938 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 1 day, 19:17:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.2282 2021-06-19 12:22:50,080 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 1 day, 19:17:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.1605 2021-06-19 12:23:01,212 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 1 day, 19:17:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8375, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.4758 2021-06-19 12:23:12,340 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 1 day, 19:17:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.5263, loss: 1.5263, grad_norm: 5.3797 2021-06-19 12:23:23,471 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 1 day, 19:16:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4277, loss: 1.4277, grad_norm: 5.0213 2021-06-19 12:23:34,614 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 1 day, 19:16:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.2179 2021-06-19 12:23:45,755 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 1 day, 19:16:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.2347 2021-06-19 12:23:56,904 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 1 day, 19:16:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.0909 2021-06-19 12:24:08,037 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 1 day, 19:16:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.3084 2021-06-19 12:24:19,167 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 1 day, 19:15:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.2768 2021-06-19 12:24:30,302 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 1 day, 19:15:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.3943 2021-06-19 12:24:41,458 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 1 day, 19:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8500, loss_cls: 1.5071, loss: 1.5071, grad_norm: 5.2586 2021-06-19 12:24:52,621 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 1 day, 19:15:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.5176, loss: 1.5176, grad_norm: 5.2952 2021-06-19 12:25:03,755 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 1 day, 19:15:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.2124 2021-06-19 12:25:14,898 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 1 day, 19:14:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.2723 2021-06-19 12:25:26,035 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 1 day, 19:14:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4102, loss: 1.4102, grad_norm: 5.3253 2021-06-19 12:25:37,185 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 1 day, 19:14:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8555, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.3753 2021-06-19 12:25:48,330 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 1 day, 19:14:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.4933 2021-06-19 12:25:59,480 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 1 day, 19:14:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5114, loss: 1.5114, grad_norm: 5.2625 2021-06-19 12:26:10,617 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 1 day, 19:13:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4176, loss: 1.4176, grad_norm: 5.3357 2021-06-19 12:26:21,744 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 1 day, 19:13:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.3775 2021-06-19 12:26:32,892 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 1 day, 19:13:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.6071 2021-06-19 12:26:44,042 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 1 day, 19:13:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.5064, loss: 1.5064, grad_norm: 5.1918 2021-06-19 12:26:55,170 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 1 day, 19:13:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.3644 2021-06-19 12:27:06,295 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 1 day, 19:12:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.1679 2021-06-19 12:27:17,417 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 1 day, 19:12:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5292, loss: 1.5292, grad_norm: 5.1865 2021-06-19 12:27:28,567 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 1 day, 19:12:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.4633, loss: 1.4633, grad_norm: 5.2628 2021-06-19 12:27:39,716 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 1 day, 19:12:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4976, loss: 1.4976, grad_norm: 5.3502 2021-06-19 12:27:50,854 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 1 day, 19:11:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8531, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.4722 2021-06-19 12:28:02,015 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 1 day, 19:11:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.2941 2021-06-19 12:28:13,152 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 1 day, 19:11:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.0995 2021-06-19 12:28:24,307 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 1 day, 19:11:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5032, loss: 1.5032, grad_norm: 5.2544 2021-06-19 12:28:35,464 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 1 day, 19:11:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.3005 2021-06-19 12:28:46,614 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 1 day, 19:10:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.3838 2021-06-19 12:28:57,770 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 1 day, 19:10:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8523, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.2099 2021-06-19 12:29:08,928 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 1 day, 19:10:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8477, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.3088 2021-06-19 12:29:20,064 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 1 day, 19:10:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.2130 2021-06-19 12:29:31,206 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 1 day, 19:10:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.3656 2021-06-19 12:29:42,328 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 1 day, 19:09:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8445, loss_cls: 1.5742, loss: 1.5742, grad_norm: 5.4431 2021-06-19 12:29:53,474 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 1 day, 19:09:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8562, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.1232 2021-06-19 12:30:04,630 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 1 day, 19:09:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8539, loss_cls: 1.4765, loss: 1.4765, grad_norm: 5.3571 2021-06-19 12:30:15,764 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 1 day, 19:09:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4106, loss: 1.4106, grad_norm: 4.8391 2021-06-19 12:30:26,907 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 1 day, 19:09:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8562, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.1303 2021-06-19 12:30:38,030 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 1 day, 19:08:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5538, loss: 1.5538, grad_norm: 5.2801 2021-06-19 12:30:49,179 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 1 day, 19:08:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8484, loss_cls: 1.4559, loss: 1.4559, grad_norm: 5.1874 2021-06-19 12:31:00,323 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 1 day, 19:08:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8500, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.4212 2021-06-19 12:31:11,456 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 1 day, 19:08:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.3248 2021-06-19 12:31:22,628 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 1 day, 19:08:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4813, loss: 1.4813, grad_norm: 5.2314 2021-06-19 12:31:35,998 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-06-19 12:33:06,536 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 1 day, 19:10:38, time: 4.453, data_time: 3.819, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4580, loss: 1.4580, grad_norm: 5.2746 2021-06-19 12:33:17,682 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 1 day, 19:10:26, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8750, loss_cls: 1.3612, loss: 1.3612, grad_norm: 5.2305 2021-06-19 12:33:28,786 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 1 day, 19:10:13, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8609, loss_cls: 1.4254, loss: 1.4254, grad_norm: 5.1515 2021-06-19 12:33:39,904 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 1 day, 19:10:01, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8734, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.2104 2021-06-19 12:33:51,034 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 1 day, 19:09:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.1151 2021-06-19 12:34:02,146 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 1 day, 19:09:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.0327 2021-06-19 12:34:13,260 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 1 day, 19:09:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.1795 2021-06-19 12:34:24,387 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 1 day, 19:09:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8617, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.1968 2021-06-19 12:34:35,523 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 1 day, 19:08:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8680, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.3271 2021-06-19 12:34:46,671 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 1 day, 19:08:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.2865 2021-06-19 12:34:57,802 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 1 day, 19:08:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.2433 2021-06-19 12:35:09,221 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 1 day, 19:08:22, time: 0.570, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.4239, loss: 1.4239, grad_norm: 5.3939 2021-06-19 12:35:20,340 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 1 day, 19:08:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.6134 2021-06-19 12:35:31,494 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 1 day, 19:07:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8586, loss_cls: 1.5133, loss: 1.5133, grad_norm: 5.6226 2021-06-19 12:35:42,625 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 1 day, 19:07:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8648, loss_cls: 1.4253, loss: 1.4253, grad_norm: 5.2299 2021-06-19 12:35:53,771 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 1 day, 19:07:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8680, loss_cls: 1.3832, loss: 1.3832, grad_norm: 5.3913 2021-06-19 12:36:04,893 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 1 day, 19:07:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8445, loss_cls: 1.4855, loss: 1.4855, grad_norm: 5.4176 2021-06-19 12:36:16,021 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 1 day, 19:07:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.3154 2021-06-19 12:36:27,146 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 1 day, 19:06:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.1876 2021-06-19 12:36:38,291 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 1 day, 19:06:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.3338 2021-06-19 12:36:49,409 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 1 day, 19:06:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4805, loss: 1.4805, grad_norm: 5.3809 2021-06-19 12:37:00,534 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 1 day, 19:06:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4254, loss: 1.4254, grad_norm: 5.1962 2021-06-19 12:37:11,692 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 1 day, 19:06:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8609, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.1555 2021-06-19 12:37:22,836 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 1 day, 19:05:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.4328, loss: 1.4328, grad_norm: 5.1588 2021-06-19 12:37:33,976 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 1 day, 19:05:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8492, loss_cls: 1.5491, loss: 1.5491, grad_norm: 5.4708 2021-06-19 12:37:45,115 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 1 day, 19:05:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8336, loss_cls: 1.5549, loss: 1.5549, grad_norm: 5.2648 2021-06-19 12:37:56,265 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 1 day, 19:05:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.3459 2021-06-19 12:38:07,418 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 1 day, 19:05:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8727, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.3178 2021-06-19 12:38:18,560 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 1 day, 19:04:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8516, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.3321 2021-06-19 12:38:29,717 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 1 day, 19:04:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5359, loss: 1.5359, grad_norm: 5.1528 2021-06-19 12:38:40,865 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 1 day, 19:04:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4043, loss: 1.4043, grad_norm: 5.4540 2021-06-19 12:38:52,000 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 1 day, 19:04:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4222, loss: 1.4222, grad_norm: 5.3346 2021-06-19 12:39:03,148 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 1 day, 19:04:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8680, loss_cls: 1.4333, loss: 1.4333, grad_norm: 5.1203 2021-06-19 12:39:14,267 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 1 day, 19:03:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.2793 2021-06-19 12:39:25,464 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 1 day, 19:03:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4823, loss: 1.4823, grad_norm: 5.3298 2021-06-19 12:39:36,639 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 1 day, 19:03:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8586, loss_cls: 1.4695, loss: 1.4695, grad_norm: 5.2819 2021-06-19 12:39:47,791 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 1 day, 19:03:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.2015 2021-06-19 12:39:58,940 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 1 day, 19:03:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4207, loss: 1.4207, grad_norm: 5.1208 2021-06-19 12:40:10,077 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 1 day, 19:02:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.4012 2021-06-19 12:40:21,214 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 1 day, 19:02:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.3522 2021-06-19 12:40:32,344 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 1 day, 19:02:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.4460, loss: 1.4460, grad_norm: 5.2382 2021-06-19 12:40:43,494 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 1 day, 19:02:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8477, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.2441 2021-06-19 12:40:54,663 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 1 day, 19:01:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4394, loss: 1.4394, grad_norm: 5.2702 2021-06-19 12:41:05,808 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 1 day, 19:01:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.4339 2021-06-19 12:41:16,959 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 1 day, 19:01:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3956, loss: 1.3956, grad_norm: 5.1978 2021-06-19 12:41:28,109 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 1 day, 19:01:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8586, loss_cls: 1.4637, loss: 1.4637, grad_norm: 5.4952 2021-06-19 12:41:39,263 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 1 day, 19:01:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.4491 2021-06-19 12:41:50,417 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 1 day, 19:00:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4796, loss: 1.4796, grad_norm: 5.3570 2021-06-19 12:42:01,576 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 1 day, 19:00:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8375, loss_cls: 1.5175, loss: 1.5175, grad_norm: 5.3373 2021-06-19 12:42:12,705 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 1 day, 19:00:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3706, loss: 1.3706, grad_norm: 5.1838 2021-06-19 12:42:23,852 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 1 day, 19:00:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4058, loss: 1.4058, grad_norm: 5.2978 2021-06-19 12:42:34,984 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 1 day, 19:00:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.4331 2021-06-19 12:42:46,140 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 1 day, 18:59:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.4125 2021-06-19 12:42:57,290 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 1 day, 18:59:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8617, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.5011 2021-06-19 12:43:08,429 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 1 day, 18:59:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5345, loss: 1.5345, grad_norm: 5.2341 2021-06-19 12:43:19,555 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 1 day, 18:59:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8680, loss_cls: 1.3954, loss: 1.3954, grad_norm: 5.2787 2021-06-19 12:43:30,691 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 1 day, 18:59:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.2830 2021-06-19 12:43:41,822 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 1 day, 18:58:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4534, loss: 1.4534, grad_norm: 5.3399 2021-06-19 12:43:52,973 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 1 day, 18:58:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.3114 2021-06-19 12:44:04,127 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 1 day, 18:58:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.2078 2021-06-19 12:44:15,279 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 1 day, 18:58:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.5098, loss: 1.5098, grad_norm: 5.3948 2021-06-19 12:44:26,420 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 1 day, 18:58:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.1966 2021-06-19 12:44:37,578 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 1 day, 18:57:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.2110 2021-06-19 12:44:48,728 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 1 day, 18:57:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.3687 2021-06-19 12:44:59,872 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 1 day, 18:57:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4904, loss: 1.4904, grad_norm: 5.1951 2021-06-19 12:45:11,033 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 1 day, 18:57:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3954, loss: 1.3954, grad_norm: 5.1131 2021-06-19 12:45:22,186 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 1 day, 18:57:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8555, loss_cls: 1.4760, loss: 1.4760, grad_norm: 5.3756 2021-06-19 12:45:33,348 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 1 day, 18:56:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.2809 2021-06-19 12:45:44,502 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 1 day, 18:56:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8641, loss_cls: 1.4387, loss: 1.4387, grad_norm: 5.2823 2021-06-19 12:45:55,644 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 1 day, 18:56:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8391, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.4963 2021-06-19 12:46:06,789 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 1 day, 18:56:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4158, loss: 1.4158, grad_norm: 5.1900 2021-06-19 12:46:17,942 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 1 day, 18:56:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.2449 2021-06-19 12:46:29,100 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 1 day, 18:55:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.2703 2021-06-19 12:46:40,244 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 1 day, 18:55:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8516, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.4427 2021-06-19 12:46:51,398 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 1 day, 18:55:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3775, loss: 1.3775, grad_norm: 5.2186 2021-06-19 12:47:02,539 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 1 day, 18:55:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.3158 2021-06-19 12:47:13,694 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 1 day, 18:54:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.1594 2021-06-19 12:47:24,831 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 1 day, 18:54:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4791, loss: 1.4791, grad_norm: 5.1465 2021-06-19 12:47:35,999 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 1 day, 18:54:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3848, loss: 1.3848, grad_norm: 5.0365 2021-06-19 12:47:47,162 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 1 day, 18:54:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8602, loss_cls: 1.4683, loss: 1.4683, grad_norm: 5.3528 2021-06-19 12:47:58,350 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 1 day, 18:54:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4890, loss: 1.4890, grad_norm: 5.4440 2021-06-19 12:48:09,512 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 1 day, 18:53:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.2137 2021-06-19 12:48:20,636 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 1 day, 18:53:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8500, loss_cls: 1.5036, loss: 1.5036, grad_norm: 5.4806 2021-06-19 12:48:31,765 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 1 day, 18:53:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.2679 2021-06-19 12:48:42,914 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 1 day, 18:53:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.2334 2021-06-19 12:48:54,063 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 1 day, 18:53:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.1666 2021-06-19 12:49:05,207 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 1 day, 18:52:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.4864, loss: 1.4864, grad_norm: 5.2786 2021-06-19 12:49:16,344 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 1 day, 18:52:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4445, loss: 1.4445, grad_norm: 5.1819 2021-06-19 12:49:27,477 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 1 day, 18:52:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.2877 2021-06-19 12:49:38,626 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 1 day, 18:52:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.4330 2021-06-19 12:49:49,764 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 1 day, 18:52:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.2376 2021-06-19 12:50:00,919 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 1 day, 18:51:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4010, loss: 1.4010, grad_norm: 5.0242 2021-06-19 12:50:12,073 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 1 day, 18:51:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.1057 2021-06-19 12:50:23,214 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 1 day, 18:51:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.2764 2021-06-19 12:50:34,345 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 1 day, 18:51:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.3053 2021-06-19 12:50:45,484 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 1 day, 18:51:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.3832 2021-06-19 12:50:56,639 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 1 day, 18:50:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8492, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.3437 2021-06-19 12:51:07,783 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 1 day, 18:50:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8719, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.0215 2021-06-19 12:51:18,924 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 1 day, 18:50:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.5959, loss: 1.5959, grad_norm: 5.3767 2021-06-19 12:51:30,057 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 1 day, 18:50:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8547, loss_cls: 1.4876, loss: 1.4876, grad_norm: 5.0868 2021-06-19 12:51:41,205 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 1 day, 18:50:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4870, loss: 1.4870, grad_norm: 5.3893 2021-06-19 12:51:52,352 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 1 day, 18:49:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8633, loss_cls: 1.4428, loss: 1.4428, grad_norm: 5.1673 2021-06-19 12:52:03,505 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 1 day, 18:49:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8531, loss_cls: 1.5293, loss: 1.5293, grad_norm: 5.5190 2021-06-19 12:52:14,639 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 1 day, 18:49:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8492, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.3493 2021-06-19 12:52:25,789 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 1 day, 18:49:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.4910, loss: 1.4910, grad_norm: 5.4293 2021-06-19 12:52:36,927 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 1 day, 18:49:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4573, loss: 1.4573, grad_norm: 5.3312 2021-06-19 12:52:48,096 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 1 day, 18:48:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5036, loss: 1.5036, grad_norm: 5.4669 2021-06-19 12:52:59,237 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 1 day, 18:48:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8594, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.4879 2021-06-19 12:53:10,385 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 1 day, 18:48:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.3872 2021-06-19 12:53:21,517 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 1 day, 18:48:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8516, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.0231 2021-06-19 12:53:32,661 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 1 day, 18:47:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.3350 2021-06-19 12:53:43,804 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 1 day, 18:47:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.2595 2021-06-19 12:53:54,961 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 1 day, 18:47:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8664, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.0880 2021-06-19 12:54:06,118 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 1 day, 18:47:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.4081, loss: 1.4081, grad_norm: 5.0778 2021-06-19 12:54:17,252 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 1 day, 18:47:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4849, loss: 1.4849, grad_norm: 5.3253 2021-06-19 12:54:28,390 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 1 day, 18:46:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5351, loss: 1.5351, grad_norm: 5.2988 2021-06-19 12:54:39,529 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 1 day, 18:46:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4146, loss: 1.4146, grad_norm: 5.1030 2021-06-19 12:54:50,693 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 1 day, 18:46:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4925, loss: 1.4925, grad_norm: 5.3039 2021-06-19 12:55:01,875 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 1 day, 18:46:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.3246 2021-06-19 12:55:13,019 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 1 day, 18:46:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5649, loss: 1.5649, grad_norm: 5.4902 2021-06-19 12:55:24,130 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 1 day, 18:45:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8586, loss_cls: 1.5182, loss: 1.5182, grad_norm: 5.4694 2021-06-19 12:55:35,230 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 1 day, 18:45:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8664, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.2969 2021-06-19 12:55:46,341 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 1 day, 18:45:30, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4785, loss: 1.4785, grad_norm: 5.2926 2021-06-19 12:55:57,520 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 1 day, 18:45:18, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8680, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.1075 2021-06-19 12:56:08,589 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 1 day, 18:45:06, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8484, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.4881 2021-06-19 12:56:19,692 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 1 day, 18:44:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4357, loss: 1.4357, grad_norm: 5.2448 2021-06-19 12:56:30,804 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 1 day, 18:44:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3978, loss: 1.3978, grad_norm: 5.1299 2021-06-19 12:56:41,910 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 1 day, 18:44:28, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8445, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.4955 2021-06-19 12:56:53,024 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 1 day, 18:44:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.3199 2021-06-19 12:57:04,126 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 1 day, 18:44:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8500, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.2827 2021-06-19 12:57:15,238 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 1 day, 18:43:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.3775 2021-06-19 12:57:26,346 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 1 day, 18:43:39, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.3046 2021-06-19 12:57:37,443 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 1 day, 18:43:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8570, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.2007 2021-06-19 12:57:48,562 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 1 day, 18:43:14, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5200, loss: 1.5200, grad_norm: 5.1538 2021-06-19 12:57:59,658 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 1 day, 18:43:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.2144 2021-06-19 12:58:10,748 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 1 day, 18:42:49, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.2815 2021-06-19 12:58:21,847 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 1 day, 18:42:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8508, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.2934 2021-06-19 12:58:32,974 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 1 day, 18:42:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4494, loss: 1.4494, grad_norm: 5.1498 2021-06-19 12:58:44,093 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 1 day, 18:42:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4456, loss: 1.4456, grad_norm: 5.2731 2021-06-19 12:58:55,199 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 1 day, 18:41:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4726, loss: 1.4726, grad_norm: 5.2627 2021-06-19 12:59:06,311 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 1 day, 18:41:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8516, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.3315 2021-06-19 12:59:17,428 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 1 day, 18:41:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.2553 2021-06-19 12:59:28,541 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 1 day, 18:41:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3997, loss: 1.3997, grad_norm: 5.1758 2021-06-19 12:59:39,638 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 1 day, 18:41:09, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.3393 2021-06-19 12:59:50,729 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 1 day, 18:40:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5413, loss: 1.5413, grad_norm: 5.3854 2021-06-19 13:00:01,833 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 1 day, 18:40:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.1564 2021-06-19 13:00:12,922 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 1 day, 18:40:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8617, loss_cls: 1.4333, loss: 1.4333, grad_norm: 5.2973 2021-06-19 13:00:24,037 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 1 day, 18:40:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.3201 2021-06-19 13:00:35,142 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 1 day, 18:40:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.3024 2021-06-19 13:00:46,242 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 1 day, 18:39:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8367, loss_cls: 1.5648, loss: 1.5648, grad_norm: 5.5756 2021-06-19 13:00:57,343 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 1 day, 18:39:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8617, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.4675 2021-06-19 13:01:08,451 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 1 day, 18:39:30, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8555, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.4500 2021-06-19 13:01:19,578 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 1 day, 18:39:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.5338, loss: 1.5338, grad_norm: 5.3553 2021-06-19 13:01:30,702 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 1 day, 18:39:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.5075, loss: 1.5075, grad_norm: 5.1204 2021-06-19 13:01:41,810 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 1 day, 18:38:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.2861 2021-06-19 13:01:52,934 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 1 day, 18:38:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.4618 2021-06-19 13:02:04,049 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 1 day, 18:38:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4555, loss: 1.4555, grad_norm: 5.0751 2021-06-19 13:02:15,183 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 1 day, 18:38:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8359, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.3598 2021-06-19 13:02:26,320 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 1 day, 18:38:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8484, loss_cls: 1.5541, loss: 1.5541, grad_norm: 5.4974 2021-06-19 13:02:37,456 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 1 day, 18:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.3424 2021-06-19 13:02:48,561 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 1 day, 18:37:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4702, loss: 1.4702, grad_norm: 5.1969 2021-06-19 13:02:59,668 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 1 day, 18:37:26, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8477, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.4314 2021-06-19 13:03:10,786 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 1 day, 18:37:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8359, loss_cls: 1.5952, loss: 1.5952, grad_norm: 5.2283 2021-06-19 13:03:21,885 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 1 day, 18:37:02, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.1981 2021-06-19 13:03:32,985 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 1 day, 18:36:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.2908 2021-06-19 13:03:44,080 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 1 day, 18:36:37, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4325, loss: 1.4325, grad_norm: 5.2216 2021-06-19 13:03:55,186 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 1 day, 18:36:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4890, loss: 1.4890, grad_norm: 5.4034 2021-06-19 13:04:06,284 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 1 day, 18:36:12, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8453, loss_cls: 1.5272, loss: 1.5272, grad_norm: 5.5380 2021-06-19 13:04:17,375 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 1 day, 18:35:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4649, loss: 1.4649, grad_norm: 5.2527 2021-06-19 13:04:28,526 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 1 day, 18:35:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.5622, loss: 1.5622, grad_norm: 5.4494 2021-06-19 13:04:39,641 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 1 day, 18:35:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.4372 2021-06-19 13:04:50,773 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 1 day, 18:35:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8461, loss_cls: 1.5426, loss: 1.5426, grad_norm: 5.4300 2021-06-19 13:05:01,889 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 1 day, 18:35:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4441, loss: 1.4441, grad_norm: 5.0890 2021-06-19 13:05:12,993 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 1 day, 18:34:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.4914, loss: 1.4914, grad_norm: 5.2004 2021-06-19 13:05:24,107 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 1 day, 18:34:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.2280 2021-06-19 13:05:35,230 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 1 day, 18:34:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4615, loss: 1.4615, grad_norm: 5.3706 2021-06-19 13:05:46,348 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 1 day, 18:34:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.4240 2021-06-19 13:05:57,461 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 1 day, 18:34:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.3440 2021-06-19 13:06:08,576 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 1 day, 18:33:56, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8531, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.2532 2021-06-19 13:06:19,662 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 1 day, 18:33:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.2292 2021-06-19 13:06:30,783 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 1 day, 18:33:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8523, loss_cls: 1.4886, loss: 1.4886, grad_norm: 5.2807 2021-06-19 13:06:41,874 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 1 day, 18:33:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8367, loss_cls: 1.5571, loss: 1.5571, grad_norm: 5.5084 2021-06-19 13:06:52,984 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 1 day, 18:33:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.1913 2021-06-19 13:07:04,105 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 1 day, 18:32:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4785, loss: 1.4785, grad_norm: 5.1592 2021-06-19 13:07:15,204 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 1 day, 18:32:41, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.2199 2021-06-19 13:07:26,319 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 1 day, 18:32:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.2821 2021-06-19 13:07:37,435 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 1 day, 18:32:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4461, loss: 1.4461, grad_norm: 5.1194 2021-06-19 13:07:50,378 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-06-19 13:09:15,488 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 1 day, 18:34:29, time: 4.212, data_time: 3.653, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8766, loss_cls: 1.3391, loss: 1.3391, grad_norm: 5.1783 2021-06-19 13:09:26,641 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 1 day, 18:34:17, time: 0.556, data_time: 0.005, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8484, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.7263 2021-06-19 13:09:37,735 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 1 day, 18:34:05, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4998, loss: 1.4998, grad_norm: 5.3308 2021-06-19 13:09:48,825 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 1 day, 18:33:52, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4061, loss: 1.4061, grad_norm: 4.9077 2021-06-19 13:09:59,938 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 1 day, 18:33:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4849, loss: 1.4849, grad_norm: 5.1998 2021-06-19 13:10:11,100 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 1 day, 18:33:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.2807 2021-06-19 13:10:22,211 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 1 day, 18:33:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.3341 2021-06-19 13:10:33,332 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 1 day, 18:33:03, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.0640 2021-06-19 13:10:44,469 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 1 day, 18:32:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.3908 2021-06-19 13:10:55,593 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 1 day, 18:32:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5712, loss: 1.5712, grad_norm: 5.5171 2021-06-19 13:11:06,741 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 1 day, 18:32:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.1096 2021-06-19 13:11:17,869 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 1 day, 18:32:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8570, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.2287 2021-06-19 13:11:29,004 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 1 day, 18:32:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.2079 2021-06-19 13:11:40,135 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 1 day, 18:31:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.0088 2021-06-19 13:11:51,264 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 1 day, 18:31:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.4430 2021-06-19 13:12:02,408 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 1 day, 18:31:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8609, loss_cls: 1.4403, loss: 1.4403, grad_norm: 5.3590 2021-06-19 13:12:13,501 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 1 day, 18:31:11, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.3636 2021-06-19 13:12:24,650 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 1 day, 18:30:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.1869 2021-06-19 13:12:35,796 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 1 day, 18:30:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8703, loss_cls: 1.3882, loss: 1.3882, grad_norm: 5.2613 2021-06-19 13:12:46,917 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 1 day, 18:30:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8484, loss_cls: 1.4719, loss: 1.4719, grad_norm: 5.2564 2021-06-19 13:12:58,043 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 1 day, 18:30:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3935, loss: 1.3935, grad_norm: 4.9599 2021-06-19 13:13:09,171 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 1 day, 18:30:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.2372 2021-06-19 13:13:20,320 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 1 day, 18:29:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4520, loss: 1.4520, grad_norm: 5.2128 2021-06-19 13:13:31,440 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 1 day, 18:29:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.0065 2021-06-19 13:13:42,553 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 1 day, 18:29:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8602, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.4110 2021-06-19 13:13:53,688 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 1 day, 18:29:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.4224 2021-06-19 13:14:04,827 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 1 day, 18:29:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8594, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.2494 2021-06-19 13:14:15,968 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 1 day, 18:28:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.2400 2021-06-19 13:14:27,118 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 1 day, 18:28:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8625, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.3939 2021-06-19 13:14:38,251 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 1 day, 18:28:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8703, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.1685 2021-06-19 13:14:49,396 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 1 day, 18:28:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3612, loss: 1.3612, grad_norm: 5.1466 2021-06-19 13:15:00,543 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 1 day, 18:28:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8617, loss_cls: 1.3875, loss: 1.3875, grad_norm: 5.0704 2021-06-19 13:15:11,707 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 1 day, 18:27:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4244, loss: 1.4244, grad_norm: 5.3311 2021-06-19 13:15:22,849 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 1 day, 18:27:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.1987 2021-06-19 13:15:33,970 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 1 day, 18:27:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.3946 2021-06-19 13:15:45,110 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 1 day, 18:27:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.1652 2021-06-19 13:15:56,233 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 1 day, 18:27:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8609, loss_cls: 1.3951, loss: 1.3951, grad_norm: 5.2580 2021-06-19 13:16:07,374 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 1 day, 18:26:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.1453 2021-06-19 13:16:18,504 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 1 day, 18:26:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.4123, loss: 1.4123, grad_norm: 5.2333 2021-06-19 13:16:29,635 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 1 day, 18:26:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4516, loss: 1.4516, grad_norm: 5.3884 2021-06-19 13:16:40,773 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 1 day, 18:26:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8578, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.4149 2021-06-19 13:16:51,887 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 1 day, 18:26:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.6212 2021-06-19 13:17:03,030 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 1 day, 18:25:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.1785 2021-06-19 13:17:14,154 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 1 day, 18:25:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.1747 2021-06-19 13:17:25,271 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 1 day, 18:25:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8570, loss_cls: 1.4206, loss: 1.4206, grad_norm: 5.2223 2021-06-19 13:17:36,404 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 1 day, 18:25:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8547, loss_cls: 1.4448, loss: 1.4448, grad_norm: 5.5027 2021-06-19 13:17:47,543 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 1 day, 18:25:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5535, loss: 1.5535, grad_norm: 5.3210 2021-06-19 13:17:58,675 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 1 day, 18:24:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.4230 2021-06-19 13:18:09,832 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 1 day, 18:24:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.2994 2021-06-19 13:18:20,962 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 1 day, 18:24:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8664, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.3610 2021-06-19 13:18:32,104 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 1 day, 18:24:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.3297 2021-06-19 13:18:43,307 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 1 day, 18:23:59, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4270, loss: 1.4270, grad_norm: 5.2117 2021-06-19 13:18:54,378 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 1 day, 18:23:47, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.2806 2021-06-19 13:19:05,511 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 1 day, 18:23:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.2502 2021-06-19 13:19:16,659 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 1 day, 18:23:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8203, loss_cls: 1.5569, loss: 1.5569, grad_norm: 5.3732 2021-06-19 13:19:27,804 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 1 day, 18:23:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.2472 2021-06-19 13:19:38,943 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 1 day, 18:22:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.1870 2021-06-19 13:19:50,100 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 1 day, 18:22:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.1082 2021-06-19 13:20:01,230 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 1 day, 18:22:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.4891 2021-06-19 13:20:12,397 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 1 day, 18:22:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.3760 2021-06-19 13:20:23,539 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 1 day, 18:22:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4147, loss: 1.4147, grad_norm: 5.1611 2021-06-19 13:20:34,690 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 1 day, 18:21:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3893, loss: 1.3893, grad_norm: 5.0120 2021-06-19 13:20:45,852 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 1 day, 18:21:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8641, loss_cls: 1.4641, loss: 1.4641, grad_norm: 5.3222 2021-06-19 13:20:56,988 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 1 day, 18:21:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8742, loss_cls: 1.3948, loss: 1.3948, grad_norm: 5.3129 2021-06-19 13:21:08,125 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 1 day, 18:21:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4523, loss: 1.4523, grad_norm: 5.3396 2021-06-19 13:21:19,255 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 1 day, 18:21:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3495, loss: 1.3495, grad_norm: 5.0799 2021-06-19 13:21:30,393 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 1 day, 18:20:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8602, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.5457 2021-06-19 13:21:41,537 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 1 day, 18:20:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.4821, loss: 1.4821, grad_norm: 5.3100 2021-06-19 13:21:52,654 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 1 day, 18:20:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.2413 2021-06-19 13:22:03,797 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 1 day, 18:20:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8898, loss_cls: 1.3475, loss: 1.3475, grad_norm: 5.1019 2021-06-19 13:22:14,920 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 1 day, 18:20:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.0017 2021-06-19 13:22:26,071 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 1 day, 18:19:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8648, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.4314 2021-06-19 13:22:37,229 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 1 day, 18:19:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.3927 2021-06-19 13:22:48,374 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 1 day, 18:19:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.4002 2021-06-19 13:22:59,531 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 1 day, 18:19:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.1280 2021-06-19 13:23:10,675 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 1 day, 18:19:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.3460, loss: 1.3460, grad_norm: 5.1642 2021-06-19 13:23:21,802 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 1 day, 18:18:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.4485 2021-06-19 13:23:32,951 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 1 day, 18:18:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8664, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.2659 2021-06-19 13:23:44,070 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 1 day, 18:18:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.4078 2021-06-19 13:23:55,201 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 1 day, 18:18:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4613, loss: 1.4613, grad_norm: 5.2301 2021-06-19 13:24:06,309 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 1 day, 18:18:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.4372 2021-06-19 13:24:17,441 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 1 day, 18:17:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8609, loss_cls: 1.4252, loss: 1.4252, grad_norm: 5.4097 2021-06-19 13:24:28,607 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 1 day, 18:17:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8617, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.6191 2021-06-19 13:24:39,736 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 1 day, 18:17:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.4409 2021-06-19 13:24:50,886 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 1 day, 18:17:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4709, loss: 1.4709, grad_norm: 5.4304 2021-06-19 13:25:02,009 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 1 day, 18:17:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.3639 2021-06-19 13:25:13,127 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 1 day, 18:16:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.4903 2021-06-19 13:25:24,279 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 1 day, 18:16:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4348, loss: 1.4348, grad_norm: 5.4246 2021-06-19 13:25:35,394 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 1 day, 18:16:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.3689 2021-06-19 13:25:46,535 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 1 day, 18:16:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.2047 2021-06-19 13:25:57,672 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 1 day, 18:15:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4292, loss: 1.4292, grad_norm: 5.2003 2021-06-19 13:26:08,812 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 1 day, 18:15:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8570, loss_cls: 1.4551, loss: 1.4551, grad_norm: 5.3522 2021-06-19 13:26:19,933 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 1 day, 18:15:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.1023 2021-06-19 13:26:31,055 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 1 day, 18:15:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4802, loss: 1.4802, grad_norm: 5.3926 2021-06-19 13:26:42,184 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 1 day, 18:15:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5979, loss: 1.5979, grad_norm: 5.5363 2021-06-19 13:26:53,339 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 1 day, 18:14:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.2180 2021-06-19 13:27:04,472 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 1 day, 18:14:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8680, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.1861 2021-06-19 13:27:15,595 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 1 day, 18:14:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.5700, loss: 1.5700, grad_norm: 5.3639 2021-06-19 13:27:26,729 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 1 day, 18:14:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4301, loss: 1.4301, grad_norm: 5.2738 2021-06-19 13:27:37,875 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 1 day, 18:14:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8625, loss_cls: 1.4511, loss: 1.4511, grad_norm: 5.2079 2021-06-19 13:27:49,012 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 1 day, 18:13:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.4903, loss: 1.4903, grad_norm: 5.4608 2021-06-19 13:28:00,134 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 1 day, 18:13:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5500, loss: 1.5500, grad_norm: 5.4606 2021-06-19 13:28:11,262 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 1 day, 18:13:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.0379 2021-06-19 13:28:22,403 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 1 day, 18:13:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8500, loss_cls: 1.5471, loss: 1.5471, grad_norm: 5.3878 2021-06-19 13:28:33,553 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 1 day, 18:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8617, loss_cls: 1.4131, loss: 1.4131, grad_norm: 5.2265 2021-06-19 13:28:44,693 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 1 day, 18:12:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4109, loss: 1.4109, grad_norm: 5.1951 2021-06-19 13:28:55,838 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 1 day, 18:12:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4573, loss: 1.4573, grad_norm: 5.0939 2021-06-19 13:29:06,974 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 1 day, 18:12:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4812, loss: 1.4812, grad_norm: 5.5407 2021-06-19 13:29:18,104 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 1 day, 18:12:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.2973 2021-06-19 13:29:29,235 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 1 day, 18:12:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8680, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.2231 2021-06-19 13:29:40,383 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 1 day, 18:11:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5661, loss: 1.5661, grad_norm: 5.4457 2021-06-19 13:29:51,538 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 1 day, 18:11:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8414, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.4015 2021-06-19 13:30:02,704 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 1 day, 18:11:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8648, loss_cls: 1.4098, loss: 1.4098, grad_norm: 5.1060 2021-06-19 13:30:13,794 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 1 day, 18:11:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.3186 2021-06-19 13:30:24,934 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 1 day, 18:11:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8586, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.0827 2021-06-19 13:30:36,085 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 1 day, 18:10:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.5204, loss: 1.5204, grad_norm: 5.5845 2021-06-19 13:30:47,219 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 1 day, 18:10:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4354, loss: 1.4354, grad_norm: 5.1761 2021-06-19 13:30:58,329 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 1 day, 18:10:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.1652 2021-06-19 13:31:09,455 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 1 day, 18:10:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.4829, loss: 1.4829, grad_norm: 5.2055 2021-06-19 13:31:20,573 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 1 day, 18:10:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.1943 2021-06-19 13:31:31,708 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 1 day, 18:09:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8445, loss_cls: 1.5633, loss: 1.5633, grad_norm: 5.4625 2021-06-19 13:31:42,863 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 1 day, 18:09:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.2372 2021-06-19 13:31:53,969 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 1 day, 18:09:24, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.2183 2021-06-19 13:32:05,099 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 1 day, 18:09:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.2228 2021-06-19 13:32:16,231 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 1 day, 18:08:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.1520 2021-06-19 13:32:27,376 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 1 day, 18:08:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8688, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.1666 2021-06-19 13:32:38,512 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 1 day, 18:08:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.3054 2021-06-19 13:32:49,680 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 1 day, 18:08:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4878, loss: 1.4878, grad_norm: 4.9753 2021-06-19 13:33:00,813 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 1 day, 18:08:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4929, loss: 1.4929, grad_norm: 5.2287 2021-06-19 13:33:11,957 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 1 day, 18:07:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.1641 2021-06-19 13:33:23,076 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 1 day, 18:07:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4445, loss: 1.4445, grad_norm: 5.4442 2021-06-19 13:33:34,213 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 1 day, 18:07:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.5799 2021-06-19 13:33:45,346 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 1 day, 18:07:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8523, loss_cls: 1.4982, loss: 1.4982, grad_norm: 5.4683 2021-06-19 13:33:56,476 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 1 day, 18:07:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8367, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.4382 2021-06-19 13:34:07,623 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 1 day, 18:06:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.2681 2021-06-19 13:34:18,750 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 1 day, 18:06:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8570, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.4646 2021-06-19 13:34:29,892 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 1 day, 18:06:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.2473 2021-06-19 13:34:41,023 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 1 day, 18:06:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.3132 2021-06-19 13:34:52,159 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 1 day, 18:06:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.1165 2021-06-19 13:35:03,314 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 1 day, 18:05:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8477, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.4062 2021-06-19 13:35:14,462 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 1 day, 18:05:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4804, loss: 1.4804, grad_norm: 5.4010 2021-06-19 13:35:25,594 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 1 day, 18:05:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8734, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.1621 2021-06-19 13:35:36,711 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 1 day, 18:05:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.2209 2021-06-19 13:35:47,854 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 1 day, 18:05:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4746, loss: 1.4746, grad_norm: 5.2076 2021-06-19 13:35:58,990 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 1 day, 18:04:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8539, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.4287 2021-06-19 13:36:10,125 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 1 day, 18:04:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8781, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.2871 2021-06-19 13:36:21,267 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 1 day, 18:04:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.3528 2021-06-19 13:36:32,397 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 1 day, 18:04:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4531, loss: 1.4531, grad_norm: 5.2611 2021-06-19 13:36:43,539 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 1 day, 18:04:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.2337 2021-06-19 13:36:54,664 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 1 day, 18:03:52, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.0097 2021-06-19 13:37:05,822 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 1 day, 18:03:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.4084 2021-06-19 13:37:16,948 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 1 day, 18:03:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4857, loss: 1.4857, grad_norm: 5.3537 2021-06-19 13:37:28,106 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 1 day, 18:03:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.2636 2021-06-19 13:37:39,246 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 1 day, 18:03:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4584, loss: 1.4584, grad_norm: 5.3903 2021-06-19 13:37:50,389 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 1 day, 18:02:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8594, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.3921 2021-06-19 13:38:01,533 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 1 day, 18:02:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8625, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.3830 2021-06-19 13:38:12,679 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 1 day, 18:02:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4686, loss: 1.4686, grad_norm: 5.3440 2021-06-19 13:38:23,832 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 1 day, 18:02:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4655, loss: 1.4655, grad_norm: 5.4953 2021-06-19 13:38:34,964 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 1 day, 18:02:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.3228 2021-06-19 13:38:46,106 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 1 day, 18:01:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.5458, loss: 1.5458, grad_norm: 5.4902 2021-06-19 13:38:57,250 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 1 day, 18:01:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8383, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.5162 2021-06-19 13:39:08,400 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 1 day, 18:01:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8391, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.5084 2021-06-19 13:39:19,531 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 1 day, 18:01:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.5246, loss: 1.5246, grad_norm: 5.4508 2021-06-19 13:39:30,665 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 1 day, 18:01:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.1311 2021-06-19 13:39:41,839 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 1 day, 18:00:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8500, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.3744 2021-06-19 13:39:52,986 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 1 day, 18:00:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.1078 2021-06-19 13:40:04,129 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 1 day, 18:00:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4873, loss: 1.4873, grad_norm: 5.2451 2021-06-19 13:40:15,270 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 1 day, 18:00:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8648, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.5235 2021-06-19 13:40:26,412 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 1 day, 17:59:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8586, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.2909 2021-06-19 13:40:37,566 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 1 day, 17:59:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.3108 2021-06-19 13:40:48,711 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 1 day, 17:59:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.2602 2021-06-19 13:40:59,847 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 1 day, 17:59:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.5153, loss: 1.5153, grad_norm: 5.2307 2021-06-19 13:41:10,962 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 1 day, 17:59:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.6331 2021-06-19 13:41:22,105 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 1 day, 17:58:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8570, loss_cls: 1.4846, loss: 1.4846, grad_norm: 5.3812 2021-06-19 13:41:33,247 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 1 day, 17:58:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5487, loss: 1.5487, grad_norm: 5.3945 2021-06-19 13:41:44,393 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 1 day, 17:58:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8484, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.4221 2021-06-19 13:41:55,540 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 1 day, 17:58:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8352, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.4047 2021-06-19 13:42:06,659 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 1 day, 17:58:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.2353 2021-06-19 13:42:17,781 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 1 day, 17:57:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.5574 2021-06-19 13:42:28,917 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 1 day, 17:57:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4115, loss: 1.4115, grad_norm: 5.1088 2021-06-19 13:42:40,067 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 1 day, 17:57:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4909, loss: 1.4909, grad_norm: 5.1508 2021-06-19 13:42:51,218 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 1 day, 17:57:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.2999 2021-06-19 13:43:02,340 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 1 day, 17:57:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8586, loss_cls: 1.4242, loss: 1.4242, grad_norm: 5.1168 2021-06-19 13:43:13,469 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 1 day, 17:56:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.2872 2021-06-19 13:43:24,600 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 1 day, 17:56:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.3548 2021-06-19 13:43:35,738 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 1 day, 17:56:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8508, loss_cls: 1.4943, loss: 1.4943, grad_norm: 5.2380 2021-06-19 13:43:46,882 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 1 day, 17:56:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8523, loss_cls: 1.5014, loss: 1.5014, grad_norm: 5.2442 2021-06-19 13:43:58,815 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-06-19 13:45:23,813 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 1 day, 17:58:22, time: 4.201, data_time: 3.632, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8531, loss_cls: 1.4987, loss: 1.4987, grad_norm: 5.4314 2021-06-19 13:45:34,982 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 1 day, 17:58:10, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.9882 2021-06-19 13:45:46,070 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 1 day, 17:57:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8680, loss_cls: 1.3779, loss: 1.3779, grad_norm: 5.0598 2021-06-19 13:45:57,210 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 1 day, 17:57:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8562, loss_cls: 1.4570, loss: 1.4570, grad_norm: 5.2123 2021-06-19 13:46:08,334 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 1 day, 17:57:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8641, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.2198 2021-06-19 13:46:19,457 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 1 day, 17:57:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8711, loss_cls: 1.3582, loss: 1.3582, grad_norm: 5.0642 2021-06-19 13:46:30,591 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 1 day, 17:57:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4615, loss: 1.4615, grad_norm: 5.2981 2021-06-19 13:46:41,717 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 1 day, 17:56:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4820, loss: 1.4820, grad_norm: 5.4570 2021-06-19 13:46:52,848 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 1 day, 17:56:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.4804, loss: 1.4804, grad_norm: 5.2526 2021-06-19 13:47:03,963 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 1 day, 17:56:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4772, loss: 1.4772, grad_norm: 5.2960 2021-06-19 13:47:15,088 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 1 day, 17:56:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3392, loss: 1.3392, grad_norm: 5.2603 2021-06-19 13:47:26,200 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 1 day, 17:56:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.4695, loss: 1.4695, grad_norm: 5.3563 2021-06-19 13:47:37,307 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 1 day, 17:55:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.4142 2021-06-19 13:47:48,449 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 1 day, 17:55:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8766, loss_cls: 1.3987, loss: 1.3987, grad_norm: 5.1493 2021-06-19 13:47:59,577 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 1 day, 17:55:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8695, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.2388 2021-06-19 13:48:10,711 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 1 day, 17:55:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5074, loss: 1.5074, grad_norm: 5.3152 2021-06-19 13:48:21,847 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 1 day, 17:55:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.3616 2021-06-19 13:48:32,979 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 1 day, 17:54:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.1406 2021-06-19 13:48:44,117 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 1 day, 17:54:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.2720 2021-06-19 13:48:55,261 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 1 day, 17:54:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4497, loss: 1.4497, grad_norm: 5.2796 2021-06-19 13:49:06,404 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 1 day, 17:54:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.4826 2021-06-19 13:49:17,541 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 1 day, 17:54:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4520, loss: 1.4520, grad_norm: 5.2780 2021-06-19 13:49:28,669 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 1 day, 17:53:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8656, loss_cls: 1.3808, loss: 1.3808, grad_norm: 5.3051 2021-06-19 13:49:39,801 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 1 day, 17:53:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.1630 2021-06-19 13:49:50,985 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 1 day, 17:53:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.3818 2021-06-19 13:50:02,149 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 1 day, 17:53:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.4788, loss: 1.4788, grad_norm: 5.3521 2021-06-19 13:50:13,269 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 1 day, 17:53:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8719, loss_cls: 1.4047, loss: 1.4047, grad_norm: 5.5256 2021-06-19 13:50:24,411 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 1 day, 17:52:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.5393 2021-06-19 13:50:35,562 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 1 day, 17:52:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4792, loss: 1.4792, grad_norm: 5.3874 2021-06-19 13:50:46,711 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 1 day, 17:52:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.4227, loss: 1.4227, grad_norm: 5.2410 2021-06-19 13:50:57,875 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 1 day, 17:52:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3872, loss: 1.3872, grad_norm: 5.1355 2021-06-19 13:51:08,969 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 1 day, 17:52:00, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.2628 2021-06-19 13:51:20,133 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 1 day, 17:51:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8648, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.4675 2021-06-19 13:51:31,252 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 1 day, 17:51:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8672, loss_cls: 1.3896, loss: 1.3896, grad_norm: 5.1377 2021-06-19 13:51:42,413 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 1 day, 17:51:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3937, loss: 1.3937, grad_norm: 5.2884 2021-06-19 13:51:53,563 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 1 day, 17:51:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8586, loss_cls: 1.4613, loss: 1.4613, grad_norm: 5.3542 2021-06-19 13:52:04,684 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 1 day, 17:50:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8641, loss_cls: 1.4193, loss: 1.4193, grad_norm: 5.3033 2021-06-19 13:52:15,845 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 1 day, 17:50:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.3914, loss: 1.3914, grad_norm: 5.1989 2021-06-19 13:52:26,987 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 1 day, 17:50:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4351, loss: 1.4351, grad_norm: 5.4215 2021-06-19 13:52:38,131 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 1 day, 17:50:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.4164 2021-06-19 13:52:49,274 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 1 day, 17:50:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.2151 2021-06-19 13:53:00,410 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 1 day, 17:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.1819 2021-06-19 13:53:11,521 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 1 day, 17:49:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.2691 2021-06-19 13:53:22,641 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 1 day, 17:49:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.4885 2021-06-19 13:53:33,791 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 1 day, 17:49:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.3616 2021-06-19 13:53:44,942 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 1 day, 17:49:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8672, loss_cls: 1.3612, loss: 1.3612, grad_norm: 5.2167 2021-06-19 13:53:56,098 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 1 day, 17:48:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4918, loss: 1.4918, grad_norm: 5.3947 2021-06-19 13:54:07,237 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 1 day, 17:48:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4488, loss: 1.4488, grad_norm: 5.3861 2021-06-19 13:54:18,347 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 1 day, 17:48:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.3423 2021-06-19 13:54:29,438 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 1 day, 17:48:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3786, loss: 1.3786, grad_norm: 5.2758 2021-06-19 13:54:40,566 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 1 day, 17:48:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.1861 2021-06-19 13:54:51,700 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 1 day, 17:47:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.3436 2021-06-19 13:55:02,831 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 1 day, 17:47:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.3306 2021-06-19 13:55:13,919 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 1 day, 17:47:30, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5034, loss: 1.5034, grad_norm: 5.3760 2021-06-19 13:55:25,077 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 1 day, 17:47:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5316, loss: 1.5316, grad_norm: 5.4297 2021-06-19 13:55:36,210 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 1 day, 17:47:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8406, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.3196 2021-06-19 13:55:47,353 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 1 day, 17:46:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.3276 2021-06-19 13:55:58,506 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 1 day, 17:46:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.3177 2021-06-19 13:56:09,653 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 1 day, 17:46:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4691, loss: 1.4691, grad_norm: 5.3848 2021-06-19 13:56:20,782 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 1 day, 17:46:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3971, loss: 1.3971, grad_norm: 5.1058 2021-06-19 13:56:31,919 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 1 day, 17:46:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8508, loss_cls: 1.4798, loss: 1.4798, grad_norm: 5.5001 2021-06-19 13:56:43,043 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 1 day, 17:45:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.3650 2021-06-19 13:56:54,203 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 1 day, 17:45:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.4357 2021-06-19 13:57:05,361 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 1 day, 17:45:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4223, loss: 1.4223, grad_norm: 5.3718 2021-06-19 13:57:16,490 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 1 day, 17:45:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8711, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.1259 2021-06-19 13:57:27,621 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 1 day, 17:45:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3911, loss: 1.3911, grad_norm: 5.0493 2021-06-19 13:57:38,772 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 1 day, 17:44:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.1485 2021-06-19 13:57:49,908 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 1 day, 17:44:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8602, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.3005 2021-06-19 13:58:01,061 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 1 day, 17:44:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.1026 2021-06-19 13:58:12,211 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 1 day, 17:44:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8531, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.3010 2021-06-19 13:58:23,354 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 1 day, 17:44:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8672, loss_cls: 1.4043, loss: 1.4043, grad_norm: 5.2214 2021-06-19 13:58:34,480 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 1 day, 17:43:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8609, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.2502 2021-06-19 13:58:45,615 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 1 day, 17:43:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8562, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.2617 2021-06-19 13:58:56,764 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 1 day, 17:43:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8492, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.3371 2021-06-19 13:59:07,902 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 1 day, 17:43:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8609, loss_cls: 1.4248, loss: 1.4248, grad_norm: 5.2601 2021-06-19 13:59:19,029 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 1 day, 17:42:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.3845 2021-06-19 13:59:30,149 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 1 day, 17:42:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.5381 2021-06-19 13:59:41,277 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 1 day, 17:42:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.4379 2021-06-19 13:59:52,424 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 1 day, 17:42:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.5024 2021-06-19 14:00:03,564 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 1 day, 17:42:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4510, loss: 1.4510, grad_norm: 5.0852 2021-06-19 14:00:14,683 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 1 day, 17:41:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.1284 2021-06-19 14:00:25,817 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 1 day, 17:41:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.3372 2021-06-19 14:00:36,936 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 1 day, 17:41:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.4058, loss: 1.4058, grad_norm: 5.1418 2021-06-19 14:00:48,070 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 1 day, 17:41:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4973, loss: 1.4973, grad_norm: 5.3391 2021-06-19 14:00:59,206 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 1 day, 17:41:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.3423 2021-06-19 14:01:10,344 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 1 day, 17:40:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8586, loss_cls: 1.4637, loss: 1.4637, grad_norm: 5.4248 2021-06-19 14:01:21,463 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 1 day, 17:40:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.3888 2021-06-19 14:01:32,619 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 1 day, 17:40:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.5371 2021-06-19 14:01:43,766 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 1 day, 17:40:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8555, loss_cls: 1.4828, loss: 1.4828, grad_norm: 5.1889 2021-06-19 14:01:54,907 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 1 day, 17:40:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.9861 2021-06-19 14:02:06,072 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 1 day, 17:39:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8531, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.3749 2021-06-19 14:02:17,217 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 1 day, 17:39:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.4134, loss: 1.4134, grad_norm: 5.1756 2021-06-19 14:02:28,366 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 1 day, 17:39:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4274, loss: 1.4274, grad_norm: 5.2630 2021-06-19 14:02:39,496 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 1 day, 17:39:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.1588 2021-06-19 14:02:50,633 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 1 day, 17:39:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.2555 2021-06-19 14:03:01,768 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 1 day, 17:38:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.2578 2021-06-19 14:03:12,890 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 1 day, 17:38:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.4146 2021-06-19 14:03:24,040 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 1 day, 17:38:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.3223 2021-06-19 14:03:35,179 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 1 day, 17:38:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.4702 2021-06-19 14:03:46,317 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 1 day, 17:38:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8625, loss_cls: 1.4474, loss: 1.4474, grad_norm: 5.2562 2021-06-19 14:03:57,467 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 1 day, 17:37:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8664, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.1800 2021-06-19 14:04:08,597 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 1 day, 17:37:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.5170, loss: 1.5170, grad_norm: 5.4053 2021-06-19 14:04:19,719 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 1 day, 17:37:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.4298 2021-06-19 14:04:30,880 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 1 day, 17:37:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.2173 2021-06-19 14:04:42,028 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 1 day, 17:37:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.3481 2021-06-19 14:04:53,164 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 1 day, 17:36:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.4137 2021-06-19 14:05:04,303 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 1 day, 17:36:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8602, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.3648 2021-06-19 14:05:15,472 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 1 day, 17:36:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.3133 2021-06-19 14:05:26,613 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 1 day, 17:36:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4276, loss: 1.4276, grad_norm: 5.3050 2021-06-19 14:05:37,772 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 1 day, 17:36:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4479, loss: 1.4479, grad_norm: 5.3891 2021-06-19 14:05:48,897 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 1 day, 17:35:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.3242 2021-06-19 14:06:00,031 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 1 day, 17:35:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.4332 2021-06-19 14:06:11,162 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 1 day, 17:35:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4523, loss: 1.4523, grad_norm: 5.0916 2021-06-19 14:06:22,296 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 1 day, 17:35:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.5151, loss: 1.5151, grad_norm: 5.3624 2021-06-19 14:06:33,450 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 1 day, 17:35:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4788, loss: 1.4788, grad_norm: 5.2971 2021-06-19 14:06:44,583 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 1 day, 17:34:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.3715, loss: 1.3715, grad_norm: 5.2519 2021-06-19 14:06:55,728 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 1 day, 17:34:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8711, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.2201 2021-06-19 14:07:06,870 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 1 day, 17:34:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8516, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.4181 2021-06-19 14:07:18,010 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 1 day, 17:34:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.4631 2021-06-19 14:07:29,154 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 1 day, 17:33:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4670, loss: 1.4670, grad_norm: 5.3378 2021-06-19 14:07:40,278 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 1 day, 17:33:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4016, loss: 1.4016, grad_norm: 5.2527 2021-06-19 14:07:51,411 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 1 day, 17:33:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8586, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.3414 2021-06-19 14:08:02,574 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 1 day, 17:33:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4911, loss: 1.4911, grad_norm: 5.2554 2021-06-19 14:08:13,669 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 1 day, 17:33:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5133, loss: 1.5133, grad_norm: 5.3586 2021-06-19 14:08:24,828 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 1 day, 17:32:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4817, loss: 1.4817, grad_norm: 5.2303 2021-06-19 14:08:35,940 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 1 day, 17:32:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8562, loss_cls: 1.5032, loss: 1.5032, grad_norm: 5.3106 2021-06-19 14:08:47,079 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 1 day, 17:32:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.2579 2021-06-19 14:08:58,232 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 1 day, 17:32:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5217, loss: 1.5217, grad_norm: 5.3357 2021-06-19 14:09:09,378 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 1 day, 17:32:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8500, loss_cls: 1.4918, loss: 1.4918, grad_norm: 5.3504 2021-06-19 14:09:20,509 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 1 day, 17:31:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8594, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.3527 2021-06-19 14:09:31,655 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 1 day, 17:31:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.2312 2021-06-19 14:09:42,782 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 1 day, 17:31:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4079, loss: 1.4079, grad_norm: 5.1081 2021-06-19 14:09:53,930 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 1 day, 17:31:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8641, loss_cls: 1.3805, loss: 1.3805, grad_norm: 5.1694 2021-06-19 14:10:05,069 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 1 day, 17:31:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.2098 2021-06-19 14:10:16,208 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 1 day, 17:30:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.3132 2021-06-19 14:10:27,346 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 1 day, 17:30:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8719, loss_cls: 1.4081, loss: 1.4081, grad_norm: 5.1651 2021-06-19 14:10:38,504 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 1 day, 17:30:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4736, loss: 1.4736, grad_norm: 5.3217 2021-06-19 14:10:49,625 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 1 day, 17:30:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8742, loss_cls: 1.4042, loss: 1.4042, grad_norm: 5.2032 2021-06-19 14:11:00,771 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 1 day, 17:30:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.3950, loss: 1.3950, grad_norm: 5.3013 2021-06-19 14:11:11,920 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 1 day, 17:29:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8844, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.0685 2021-06-19 14:11:23,054 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 1 day, 17:29:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5345, loss: 1.5345, grad_norm: 5.3931 2021-06-19 14:11:34,195 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 1 day, 17:29:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5432, loss: 1.5432, grad_norm: 5.3877 2021-06-19 14:11:45,333 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 1 day, 17:29:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8586, loss_cls: 1.4873, loss: 1.4873, grad_norm: 5.2369 2021-06-19 14:11:56,472 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 1 day, 17:29:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.1469 2021-06-19 14:12:07,605 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 1 day, 17:28:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.3399 2021-06-19 14:12:18,747 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 1 day, 17:28:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.5660 2021-06-19 14:12:29,889 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 1 day, 17:28:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3763, loss: 1.3763, grad_norm: 5.2567 2021-06-19 14:12:41,028 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 1 day, 17:28:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3948, loss: 1.3948, grad_norm: 5.2096 2021-06-19 14:12:52,175 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 1 day, 17:28:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8508, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.2740 2021-06-19 14:13:03,321 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 1 day, 17:27:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8484, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.3574 2021-06-19 14:13:14,471 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 1 day, 17:27:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.0808 2021-06-19 14:13:25,624 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 1 day, 17:27:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.3637 2021-06-19 14:13:36,761 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 1 day, 17:27:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8492, loss_cls: 1.4828, loss: 1.4828, grad_norm: 5.2177 2021-06-19 14:13:47,915 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 1 day, 17:27:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4625, loss: 1.4625, grad_norm: 5.2828 2021-06-19 14:13:59,051 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 1 day, 17:26:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8438, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.2457 2021-06-19 14:14:10,172 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 1 day, 17:26:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5778, loss: 1.5778, grad_norm: 5.3581 2021-06-19 14:14:21,311 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 1 day, 17:26:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8570, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.2774 2021-06-19 14:14:32,461 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 1 day, 17:26:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.3265 2021-06-19 14:14:43,627 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 1 day, 17:26:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.4425 2021-06-19 14:14:54,753 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 1 day, 17:25:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8469, loss_cls: 1.5692, loss: 1.5692, grad_norm: 5.5542 2021-06-19 14:15:05,906 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 1 day, 17:25:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3793, loss: 1.3793, grad_norm: 5.1796 2021-06-19 14:15:17,038 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 1 day, 17:25:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.3537 2021-06-19 14:15:28,188 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 1 day, 17:25:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.1890 2021-06-19 14:15:39,333 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 1 day, 17:25:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.2767 2021-06-19 14:15:50,456 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 1 day, 17:24:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4688, loss: 1.4688, grad_norm: 5.1358 2021-06-19 14:16:01,604 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 1 day, 17:24:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.5065, loss: 1.5065, grad_norm: 5.2734 2021-06-19 14:16:12,734 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 1 day, 17:24:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.1693 2021-06-19 14:16:23,865 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 1 day, 17:24:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8633, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.3554 2021-06-19 14:16:35,025 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 1 day, 17:23:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8445, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.5487 2021-06-19 14:16:46,192 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 1 day, 17:23:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8555, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.3055 2021-06-19 14:16:57,326 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 1 day, 17:23:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.3186 2021-06-19 14:17:08,470 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 1 day, 17:23:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4400, loss: 1.4400, grad_norm: 5.0861 2021-06-19 14:17:19,603 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 1 day, 17:23:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4345, loss: 1.4345, grad_norm: 5.1563 2021-06-19 14:17:30,757 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 1 day, 17:22:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.2499 2021-06-19 14:17:41,908 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 1 day, 17:22:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8438, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.2720 2021-06-19 14:17:53,032 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 1 day, 17:22:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8469, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.4453 2021-06-19 14:18:04,177 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 1 day, 17:22:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4631, loss: 1.4631, grad_norm: 5.2387 2021-06-19 14:18:15,275 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 1 day, 17:22:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.5387 2021-06-19 14:18:26,413 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 1 day, 17:21:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.1267 2021-06-19 14:18:37,573 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 1 day, 17:21:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5217, loss: 1.5217, grad_norm: 5.2840 2021-06-19 14:18:48,713 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 1 day, 17:21:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.1782 2021-06-19 14:18:59,840 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 1 day, 17:21:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8438, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.1317 2021-06-19 14:19:11,000 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 1 day, 17:21:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.2867 2021-06-19 14:19:22,135 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 1 day, 17:20:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8531, loss_cls: 1.4507, loss: 1.4507, grad_norm: 5.1449 2021-06-19 14:19:33,267 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 1 day, 17:20:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8602, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.2807 2021-06-19 14:19:44,397 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 1 day, 17:20:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.3172 2021-06-19 14:19:55,538 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 1 day, 17:20:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4612, loss: 1.4612, grad_norm: 5.4234 2021-06-19 14:20:07,574 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-06-19 14:21:26,567 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 1 day, 17:22:05, time: 3.930, data_time: 3.347, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.1847 2021-06-19 14:21:37,694 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 1 day, 17:21:52, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.2370 2021-06-19 14:21:48,805 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 1 day, 17:21:40, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8812, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.2940 2021-06-19 14:21:59,917 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 1 day, 17:21:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.3823, loss: 1.3823, grad_norm: 5.2534 2021-06-19 14:22:11,039 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 1 day, 17:21:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8617, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.2156 2021-06-19 14:22:22,141 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 1 day, 17:21:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4173, loss: 1.4173, grad_norm: 5.1066 2021-06-19 14:22:33,250 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 1 day, 17:20:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.1601 2021-06-19 14:22:44,386 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 1 day, 17:20:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.1855 2021-06-19 14:22:55,517 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 1 day, 17:20:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.1497 2021-06-19 14:23:06,643 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 1 day, 17:20:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8742, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.2420 2021-06-19 14:23:17,797 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 1 day, 17:20:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4187, loss: 1.4187, grad_norm: 5.2272 2021-06-19 14:23:28,944 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 1 day, 17:19:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8547, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.3123 2021-06-19 14:23:40,088 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 1 day, 17:19:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.3187, loss: 1.3187, grad_norm: 5.1528 2021-06-19 14:23:51,236 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 1 day, 17:19:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.4648, loss: 1.4648, grad_norm: 5.4686 2021-06-19 14:24:02,361 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 1 day, 17:19:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8734, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.4763 2021-06-19 14:24:13,517 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 1 day, 17:19:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4263, loss: 1.4263, grad_norm: 5.3588 2021-06-19 14:24:24,655 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 1 day, 17:18:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4280, loss: 1.4280, grad_norm: 4.9975 2021-06-19 14:24:35,808 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 1 day, 17:18:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8641, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.3020 2021-06-19 14:24:46,935 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 1 day, 17:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3622, loss: 1.3622, grad_norm: 5.1372 2021-06-19 14:24:58,080 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 1 day, 17:18:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.2074 2021-06-19 14:25:09,489 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 1 day, 17:18:00, time: 0.570, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.4218 2021-06-19 14:25:20,633 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 1 day, 17:17:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.2842 2021-06-19 14:25:31,799 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 1 day, 17:17:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4299, loss: 1.4299, grad_norm: 5.2009 2021-06-19 14:25:42,943 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 1 day, 17:17:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.2538 2021-06-19 14:25:54,089 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 1 day, 17:17:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8547, loss_cls: 1.4660, loss: 1.4660, grad_norm: 5.4300 2021-06-19 14:26:05,244 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 1 day, 17:16:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4304, loss: 1.4304, grad_norm: 5.2313 2021-06-19 14:26:16,375 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 1 day, 17:16:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4423, loss: 1.4423, grad_norm: 5.1573 2021-06-19 14:26:27,537 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 1 day, 17:16:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4621, loss: 1.4621, grad_norm: 5.2949 2021-06-19 14:26:38,701 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 1 day, 17:16:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.1761 2021-06-19 14:26:49,843 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 1 day, 17:16:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.5517 2021-06-19 14:27:00,968 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 1 day, 17:15:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.1089 2021-06-19 14:27:12,097 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 1 day, 17:15:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.3921 2021-06-19 14:27:23,209 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 1 day, 17:15:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.4691, loss: 1.4691, grad_norm: 5.4258 2021-06-19 14:27:34,361 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 1 day, 17:15:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3976, loss: 1.3976, grad_norm: 5.2670 2021-06-19 14:27:45,515 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 1 day, 17:15:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8680, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.2285 2021-06-19 14:27:56,651 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 1 day, 17:14:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3971, loss: 1.3971, grad_norm: 5.0900 2021-06-19 14:28:07,784 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 1 day, 17:14:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8750, loss_cls: 1.3725, loss: 1.3725, grad_norm: 5.2149 2021-06-19 14:28:18,921 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 1 day, 17:14:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4144, loss: 1.4144, grad_norm: 5.3964 2021-06-19 14:28:30,059 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 1 day, 17:14:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.4057 2021-06-19 14:28:41,206 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 1 day, 17:14:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.1231 2021-06-19 14:28:52,339 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 1 day, 17:13:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8461, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.3471 2021-06-19 14:29:03,459 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 1 day, 17:13:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8586, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.2383 2021-06-19 14:29:14,594 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 1 day, 17:13:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8547, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.2397 2021-06-19 14:29:25,750 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 1 day, 17:13:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.3308, loss: 1.3308, grad_norm: 5.0909 2021-06-19 14:29:36,887 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 1 day, 17:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4154, loss: 1.4154, grad_norm: 5.2803 2021-06-19 14:29:48,013 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 1 day, 17:12:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4067, loss: 1.4067, grad_norm: 5.3782 2021-06-19 14:29:59,150 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 1 day, 17:12:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8570, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.3077 2021-06-19 14:30:10,296 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 1 day, 17:12:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.5654 2021-06-19 14:30:21,409 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 1 day, 17:12:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8453, loss_cls: 1.5221, loss: 1.5221, grad_norm: 5.5684 2021-06-19 14:30:32,522 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 1 day, 17:12:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8562, loss_cls: 1.4467, loss: 1.4467, grad_norm: 5.4618 2021-06-19 14:30:43,648 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 1 day, 17:11:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8594, loss_cls: 1.4054, loss: 1.4054, grad_norm: 5.2101 2021-06-19 14:30:54,836 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 1 day, 17:11:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3844, loss: 1.3844, grad_norm: 5.1627 2021-06-19 14:31:05,929 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 1 day, 17:11:27, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4773, loss: 1.4773, grad_norm: 5.3761 2021-06-19 14:31:17,069 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 1 day, 17:11:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8641, loss_cls: 1.3737, loss: 1.3737, grad_norm: 5.2159 2021-06-19 14:31:28,220 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 1 day, 17:11:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.4257 2021-06-19 14:31:39,358 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 1 day, 17:10:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4126, loss: 1.4126, grad_norm: 5.4506 2021-06-19 14:31:50,503 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 1 day, 17:10:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4849, loss: 1.4849, grad_norm: 5.3820 2021-06-19 14:32:01,671 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 1 day, 17:10:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8586, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.4065 2021-06-19 14:32:12,825 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 1 day, 17:10:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8539, loss_cls: 1.4552, loss: 1.4552, grad_norm: 5.4599 2021-06-19 14:32:23,965 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 1 day, 17:10:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4620, loss: 1.4620, grad_norm: 5.2500 2021-06-19 14:32:35,112 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 1 day, 17:09:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8594, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.3808 2021-06-19 14:32:46,243 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 1 day, 17:09:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8633, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.3749 2021-06-19 14:32:57,372 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 1 day, 17:09:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.3694, loss: 1.3694, grad_norm: 5.2878 2021-06-19 14:33:08,517 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 1 day, 17:09:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8570, loss_cls: 1.4833, loss: 1.4833, grad_norm: 5.4825 2021-06-19 14:33:19,649 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 1 day, 17:09:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8805, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.3252 2021-06-19 14:33:30,790 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 1 day, 17:08:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8656, loss_cls: 1.4099, loss: 1.4099, grad_norm: 5.4824 2021-06-19 14:33:41,903 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 1 day, 17:08:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.1583 2021-06-19 14:33:53,047 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 1 day, 17:08:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8391, loss_cls: 1.5903, loss: 1.5903, grad_norm: 5.5875 2021-06-19 14:34:04,209 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 1 day, 17:08:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3925, loss: 1.3925, grad_norm: 5.3053 2021-06-19 14:34:15,332 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 1 day, 17:07:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.3508 2021-06-19 14:34:26,453 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 1 day, 17:07:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.4045, loss: 1.4045, grad_norm: 5.2644 2021-06-19 14:34:37,597 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 1 day, 17:07:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8594, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.2088 2021-06-19 14:34:48,762 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 1 day, 17:07:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.3440 2021-06-19 14:34:59,904 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 1 day, 17:07:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8648, loss_cls: 1.4185, loss: 1.4185, grad_norm: 5.2737 2021-06-19 14:35:11,045 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 1 day, 17:06:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.2452 2021-06-19 14:35:22,184 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 1 day, 17:06:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.3966, loss: 1.3966, grad_norm: 5.2290 2021-06-19 14:35:33,331 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 1 day, 17:06:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8742, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.1942 2021-06-19 14:35:44,472 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 1 day, 17:06:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4991, loss: 1.4991, grad_norm: 5.4186 2021-06-19 14:35:55,608 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 1 day, 17:06:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.3267 2021-06-19 14:36:06,752 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 1 day, 17:05:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4225, loss: 1.4225, grad_norm: 5.3959 2021-06-19 14:36:17,894 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 1 day, 17:05:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.2190 2021-06-19 14:36:29,044 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 1 day, 17:05:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8406, loss_cls: 1.5637, loss: 1.5637, grad_norm: 5.3392 2021-06-19 14:36:40,187 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 1 day, 17:05:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.3716 2021-06-19 14:36:51,334 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 1 day, 17:05:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4709, loss: 1.4709, grad_norm: 5.2895 2021-06-19 14:37:02,481 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 1 day, 17:04:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.5147, loss: 1.5147, grad_norm: 5.1997 2021-06-19 14:37:13,601 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 1 day, 17:04:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4538, loss: 1.4538, grad_norm: 5.2241 2021-06-19 14:37:24,753 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 1 day, 17:04:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.1299 2021-06-19 14:37:35,897 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 1 day, 17:04:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8461, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.3624 2021-06-19 14:37:47,069 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 1 day, 17:04:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.4405 2021-06-19 14:37:58,210 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 1 day, 17:03:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8602, loss_cls: 1.4462, loss: 1.4462, grad_norm: 5.4059 2021-06-19 14:38:09,340 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 1 day, 17:03:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8438, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.4296 2021-06-19 14:38:20,469 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 1 day, 17:03:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8648, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.2767 2021-06-19 14:38:31,596 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 1 day, 17:03:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.9788 2021-06-19 14:38:42,739 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 1 day, 17:03:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8617, loss_cls: 1.4672, loss: 1.4672, grad_norm: 5.2337 2021-06-19 14:38:53,874 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 1 day, 17:02:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.2930 2021-06-19 14:39:05,022 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 1 day, 17:02:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3623, loss: 1.3623, grad_norm: 5.0003 2021-06-19 14:39:16,179 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 1 day, 17:02:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.3659, loss: 1.3659, grad_norm: 5.2062 2021-06-19 14:39:27,319 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 1 day, 17:02:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.1291 2021-06-19 14:39:38,466 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 1 day, 17:02:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.4330 2021-06-19 14:39:49,625 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 1 day, 17:01:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.1411 2021-06-19 14:40:00,784 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 1 day, 17:01:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4958, loss: 1.4958, grad_norm: 5.4958 2021-06-19 14:40:11,952 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 1 day, 17:01:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4539, loss: 1.4539, grad_norm: 5.1409 2021-06-19 14:40:23,066 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 1 day, 17:01:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.0980 2021-06-19 14:40:34,222 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 1 day, 17:01:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5761, loss: 1.5761, grad_norm: 5.4739 2021-06-19 14:40:45,362 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 1 day, 17:00:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.5182, loss: 1.5182, grad_norm: 5.3513 2021-06-19 14:40:56,504 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 1 day, 17:00:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.1057 2021-06-19 14:41:07,645 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 1 day, 17:00:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8641, loss_cls: 1.4263, loss: 1.4263, grad_norm: 5.2392 2021-06-19 14:41:18,792 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 1 day, 17:00:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.1821 2021-06-19 14:41:29,926 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 1 day, 17:00:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.2476 2021-06-19 14:41:41,064 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 1 day, 16:59:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.3014 2021-06-19 14:41:52,202 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 1 day, 16:59:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.3625 2021-06-19 14:42:03,364 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 1 day, 16:59:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.4149, loss: 1.4149, grad_norm: 5.2618 2021-06-19 14:42:14,464 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 1 day, 16:59:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.2411 2021-06-19 14:42:25,592 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 1 day, 16:59:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.5064, loss: 1.5064, grad_norm: 5.3373 2021-06-19 14:42:36,724 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 1 day, 16:58:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.1678 2021-06-19 14:42:47,886 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 1 day, 16:58:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.2235 2021-06-19 14:42:59,028 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 1 day, 16:58:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.4260 2021-06-19 14:43:10,157 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 1 day, 16:58:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8539, loss_cls: 1.4666, loss: 1.4666, grad_norm: 5.3046 2021-06-19 14:43:21,279 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 1 day, 16:58:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.5389 2021-06-19 14:43:32,413 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 1 day, 16:57:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.1164 2021-06-19 14:43:43,569 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 1 day, 16:57:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.3763 2021-06-19 14:43:54,730 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 1 day, 16:57:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.3083 2021-06-19 14:44:05,865 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 1 day, 16:57:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8609, loss_cls: 1.4405, loss: 1.4405, grad_norm: 5.3361 2021-06-19 14:44:17,007 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 1 day, 16:56:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4541, loss: 1.4541, grad_norm: 5.2785 2021-06-19 14:44:28,136 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 1 day, 16:56:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8586, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.3539 2021-06-19 14:44:39,282 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 1 day, 16:56:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.3824 2021-06-19 14:44:50,445 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 1 day, 16:56:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8477, loss_cls: 1.4511, loss: 1.4511, grad_norm: 5.3550 2021-06-19 14:45:01,606 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 1 day, 16:56:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.4314 2021-06-19 14:45:12,735 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 1 day, 16:55:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8766, loss_cls: 1.3801, loss: 1.3801, grad_norm: 5.3037 2021-06-19 14:45:23,871 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 1 day, 16:55:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.4846, loss: 1.4846, grad_norm: 5.5119 2021-06-19 14:45:35,011 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 1 day, 16:55:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4375, loss: 1.4375, grad_norm: 5.3833 2021-06-19 14:45:46,160 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 1 day, 16:55:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.2547 2021-06-19 14:45:57,305 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 1 day, 16:55:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.6550 2021-06-19 14:46:08,434 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 1 day, 16:54:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.3458 2021-06-19 14:46:19,581 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 1 day, 16:54:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8555, loss_cls: 1.4518, loss: 1.4518, grad_norm: 5.4010 2021-06-19 14:46:30,724 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 1 day, 16:54:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8477, loss_cls: 1.5804, loss: 1.5804, grad_norm: 5.5546 2021-06-19 14:46:41,857 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 1 day, 16:54:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4144, loss: 1.4144, grad_norm: 5.2029 2021-06-19 14:46:53,022 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 1 day, 16:54:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4787, loss: 1.4787, grad_norm: 5.2261 2021-06-19 14:47:04,099 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 1 day, 16:53:55, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.1922 2021-06-19 14:47:15,259 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 1 day, 16:53:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3614, loss: 1.3614, grad_norm: 5.3093 2021-06-19 14:47:26,380 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 1 day, 16:53:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.4634 2021-06-19 14:47:37,533 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 1 day, 16:53:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.5198, loss: 1.5198, grad_norm: 5.5821 2021-06-19 14:47:48,669 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 1 day, 16:53:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.2751 2021-06-19 14:47:59,813 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 1 day, 16:52:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5357, loss: 1.5357, grad_norm: 5.2960 2021-06-19 14:48:10,945 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 1 day, 16:52:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.4954 2021-06-19 14:48:22,085 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 1 day, 16:52:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8484, loss_cls: 1.5470, loss: 1.5470, grad_norm: 5.3746 2021-06-19 14:48:33,233 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 1 day, 16:52:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.5167, loss: 1.5167, grad_norm: 5.3280 2021-06-19 14:48:44,371 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 1 day, 16:52:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.2647 2021-06-19 14:48:55,506 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 1 day, 16:51:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.5102, loss: 1.5102, grad_norm: 5.4642 2021-06-19 14:49:06,662 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 1 day, 16:51:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.5700 2021-06-19 14:49:17,782 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 1 day, 16:51:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.4044, loss: 1.4044, grad_norm: 5.1209 2021-06-19 14:49:28,916 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 1 day, 16:51:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.5678, loss: 1.5678, grad_norm: 5.5996 2021-06-19 14:49:40,067 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 1 day, 16:51:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3410, loss: 1.3410, grad_norm: 5.2214 2021-06-19 14:49:51,207 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 1 day, 16:50:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4238, loss: 1.4238, grad_norm: 5.3485 2021-06-19 14:50:02,369 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 1 day, 16:50:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8461, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.4284 2021-06-19 14:50:13,515 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 1 day, 16:50:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.3398 2021-06-19 14:50:24,656 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 1 day, 16:50:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.4507, loss: 1.4507, grad_norm: 5.3469 2021-06-19 14:50:35,806 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 1 day, 16:50:03, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.2985 2021-06-19 14:50:46,955 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 1 day, 16:49:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.2782 2021-06-19 14:50:58,101 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 1 day, 16:49:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.1787 2021-06-19 14:51:09,237 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 1 day, 16:49:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.4346 2021-06-19 14:51:20,373 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 1 day, 16:49:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.3838 2021-06-19 14:51:31,519 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 1 day, 16:49:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.3101 2021-06-19 14:51:42,658 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 1 day, 16:48:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.5014, loss: 1.5014, grad_norm: 5.3852 2021-06-19 14:51:53,802 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 1 day, 16:48:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.4539, loss: 1.4539, grad_norm: 5.2426 2021-06-19 14:52:04,952 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 1 day, 16:48:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.2618 2021-06-19 14:52:16,094 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 1 day, 16:48:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8672, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.0712 2021-06-19 14:52:27,238 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 1 day, 16:48:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.3071 2021-06-19 14:52:38,359 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 1 day, 16:47:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8617, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.4112 2021-06-19 14:52:49,499 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 1 day, 16:47:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4796, loss: 1.4796, grad_norm: 5.4350 2021-06-19 14:53:00,652 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 1 day, 16:47:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8711, loss_cls: 1.3633, loss: 1.3633, grad_norm: 5.2718 2021-06-19 14:53:11,793 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 1 day, 16:47:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.4515 2021-06-19 14:53:22,930 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 1 day, 16:47:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.2985 2021-06-19 14:53:34,058 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 1 day, 16:46:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.1772 2021-06-19 14:53:45,212 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 1 day, 16:46:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8570, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.2414 2021-06-19 14:53:56,380 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 1 day, 16:46:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.5222, loss: 1.5222, grad_norm: 5.0807 2021-06-19 14:54:07,541 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 1 day, 16:46:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8461, loss_cls: 1.5388, loss: 1.5388, grad_norm: 5.4613 2021-06-19 14:54:18,672 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 1 day, 16:45:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4512, loss: 1.4512, grad_norm: 5.2313 2021-06-19 14:54:29,802 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 1 day, 16:45:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.1894 2021-06-19 14:54:40,960 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 1 day, 16:45:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5140, loss: 1.5140, grad_norm: 5.1943 2021-06-19 14:54:52,124 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 1 day, 16:45:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.4101, loss: 1.4101, grad_norm: 5.3179 2021-06-19 14:55:03,286 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 1 day, 16:45:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.3860 2021-06-19 14:55:14,408 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 1 day, 16:44:58, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.4518, loss: 1.4518, grad_norm: 5.2993 2021-06-19 14:55:25,543 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 1 day, 16:44:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4258, loss: 1.4258, grad_norm: 5.1408 2021-06-19 14:55:36,677 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 1 day, 16:44:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8750, loss_cls: 1.3416, loss: 1.3416, grad_norm: 5.2866 2021-06-19 14:55:47,814 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 1 day, 16:44:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4132, loss: 1.4132, grad_norm: 5.1211 2021-06-19 14:55:58,965 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 1 day, 16:44:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8516, loss_cls: 1.5187, loss: 1.5187, grad_norm: 5.4560 2021-06-19 14:56:10,427 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-06-19 14:57:28,073 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 1 day, 16:45:48, time: 3.865, data_time: 3.291, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.4194, loss: 1.4194, grad_norm: 5.3174 2021-06-19 14:57:39,215 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 1 day, 16:45:35, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4021, loss: 1.4021, grad_norm: 5.2934 2021-06-19 14:57:50,325 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 1 day, 16:45:23, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4538, loss: 1.4538, grad_norm: 5.2625 2021-06-19 14:58:01,440 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 1 day, 16:45:11, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3748, loss: 1.3748, grad_norm: 5.2610 2021-06-19 14:58:12,557 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 1 day, 16:44:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8742, loss_cls: 1.3730, loss: 1.3730, grad_norm: 5.1760 2021-06-19 14:58:23,688 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 1 day, 16:44:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4084, loss: 1.4084, grad_norm: 5.1571 2021-06-19 14:58:34,784 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 1 day, 16:44:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.4345 2021-06-19 14:58:45,925 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 1 day, 16:44:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8734, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.2505 2021-06-19 14:58:57,060 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 1 day, 16:44:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.1484 2021-06-19 14:59:08,178 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 1 day, 16:43:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.4148 2021-06-19 14:59:19,316 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 1 day, 16:43:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.3652 2021-06-19 14:59:30,457 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 1 day, 16:43:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.3577 2021-06-19 14:59:41,582 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 1 day, 16:43:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.3679 2021-06-19 14:59:52,733 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 1 day, 16:43:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.0820 2021-06-19 15:00:04,156 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 1 day, 16:42:57, time: 0.571, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8695, loss_cls: 1.3747, loss: 1.3747, grad_norm: 5.1821 2021-06-19 15:00:15,309 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 1 day, 16:42:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.3795 2021-06-19 15:00:26,447 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 1 day, 16:42:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.3529, loss: 1.3529, grad_norm: 5.5986 2021-06-19 15:00:37,597 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 1 day, 16:42:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8672, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.4308 2021-06-19 15:00:48,734 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 1 day, 16:42:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.3198 2021-06-19 15:00:59,881 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 1 day, 16:41:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4324, loss: 1.4324, grad_norm: 5.2850 2021-06-19 15:01:11,028 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 1 day, 16:41:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8633, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.2126 2021-06-19 15:01:22,159 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 1 day, 16:41:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.4094, loss: 1.4094, grad_norm: 5.1305 2021-06-19 15:01:33,300 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 1 day, 16:41:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.2224 2021-06-19 15:01:44,445 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 1 day, 16:41:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.2772 2021-06-19 15:01:55,581 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 1 day, 16:40:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4362, loss: 1.4362, grad_norm: 5.3427 2021-06-19 15:02:06,721 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 1 day, 16:40:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4415, loss: 1.4415, grad_norm: 5.4303 2021-06-19 15:02:17,867 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 1 day, 16:40:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8531, loss_cls: 1.5424, loss: 1.5424, grad_norm: 5.6611 2021-06-19 15:02:29,005 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 1 day, 16:40:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8555, loss_cls: 1.4644, loss: 1.4644, grad_norm: 5.3209 2021-06-19 15:02:40,143 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 1 day, 16:40:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4775, loss: 1.4775, grad_norm: 5.3345 2021-06-19 15:02:51,270 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 1 day, 16:39:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4707, loss: 1.4707, grad_norm: 5.3663 2021-06-19 15:03:02,405 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 1 day, 16:39:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8586, loss_cls: 1.4213, loss: 1.4213, grad_norm: 5.1640 2021-06-19 15:03:13,547 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 1 day, 16:39:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4359, loss: 1.4359, grad_norm: 5.1540 2021-06-19 15:03:24,689 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 1 day, 16:39:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.3663, loss: 1.3663, grad_norm: 5.2113 2021-06-19 15:03:35,836 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 1 day, 16:39:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.2864 2021-06-19 15:03:46,977 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 1 day, 16:38:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.4302 2021-06-19 15:03:58,121 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 1 day, 16:38:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8594, loss_cls: 1.4347, loss: 1.4347, grad_norm: 5.3153 2021-06-19 15:04:09,257 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 1 day, 16:38:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4234, loss: 1.4234, grad_norm: 5.4263 2021-06-19 15:04:20,396 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 1 day, 16:38:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8633, loss_cls: 1.3999, loss: 1.3999, grad_norm: 5.4507 2021-06-19 15:04:31,520 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 1 day, 16:38:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4584, loss: 1.4584, grad_norm: 5.1646 2021-06-19 15:04:42,679 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 1 day, 16:37:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8461, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.2252 2021-06-19 15:04:53,837 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 1 day, 16:37:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.1117 2021-06-19 15:05:04,970 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 1 day, 16:37:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8594, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.3848 2021-06-19 15:05:16,122 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 1 day, 16:37:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.3460 2021-06-19 15:05:27,267 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 1 day, 16:37:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8547, loss_cls: 1.4998, loss: 1.4998, grad_norm: 5.4081 2021-06-19 15:05:38,392 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 1 day, 16:36:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.4414 2021-06-19 15:05:49,518 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 1 day, 16:36:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.2044 2021-06-19 15:06:00,663 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 1 day, 16:36:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.1794 2021-06-19 15:06:11,792 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 1 day, 16:36:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.1459 2021-06-19 15:06:22,925 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 1 day, 16:36:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4342, loss: 1.4342, grad_norm: 5.4277 2021-06-19 15:06:34,059 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 1 day, 16:35:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.3909, loss: 1.3909, grad_norm: 5.4285 2021-06-19 15:06:45,177 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 1 day, 16:35:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.4621 2021-06-19 15:06:56,316 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 1 day, 16:35:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8609, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.1474 2021-06-19 15:07:07,449 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 1 day, 16:35:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3919, loss: 1.3919, grad_norm: 5.1900 2021-06-19 15:07:18,608 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 1 day, 16:35:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8531, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.3547 2021-06-19 15:07:29,755 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 1 day, 16:34:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.1953 2021-06-19 15:07:40,906 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 1 day, 16:34:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3797, loss: 1.3797, grad_norm: 5.3408 2021-06-19 15:07:52,047 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 1 day, 16:34:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4451, loss: 1.4451, grad_norm: 5.1832 2021-06-19 15:08:03,186 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 1 day, 16:34:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8562, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.4566 2021-06-19 15:08:14,305 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 1 day, 16:33:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8672, loss_cls: 1.4232, loss: 1.4232, grad_norm: 5.2419 2021-06-19 15:08:25,438 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 1 day, 16:33:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.6082 2021-06-19 15:08:36,584 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 1 day, 16:33:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.3131 2021-06-19 15:08:47,741 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 1 day, 16:33:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4045, loss: 1.4045, grad_norm: 5.2473 2021-06-19 15:08:58,877 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 1 day, 16:33:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8609, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.4996 2021-06-19 15:09:10,016 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 1 day, 16:32:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4561, loss: 1.4561, grad_norm: 5.4240 2021-06-19 15:09:21,136 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 1 day, 16:32:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.1866 2021-06-19 15:09:32,286 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 1 day, 16:32:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8586, loss_cls: 1.4047, loss: 1.4047, grad_norm: 5.2670 2021-06-19 15:09:43,425 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 1 day, 16:32:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8508, loss_cls: 1.4625, loss: 1.4625, grad_norm: 5.3740 2021-06-19 15:09:54,560 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 1 day, 16:32:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8477, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.4940 2021-06-19 15:10:05,688 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 1 day, 16:31:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4044, loss: 1.4044, grad_norm: 5.4711 2021-06-19 15:10:16,864 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 1 day, 16:31:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.4914, loss: 1.4914, grad_norm: 5.4825 2021-06-19 15:10:28,023 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 1 day, 16:31:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8570, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.2632 2021-06-19 15:10:39,210 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 1 day, 16:31:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.4003 2021-06-19 15:10:50,350 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 1 day, 16:31:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8625, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.3011 2021-06-19 15:11:01,484 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 1 day, 16:30:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.4018 2021-06-19 15:11:12,627 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 1 day, 16:30:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4068, loss: 1.4068, grad_norm: 5.1586 2021-06-19 15:11:23,790 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 1 day, 16:30:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5133, loss: 1.5133, grad_norm: 5.5483 2021-06-19 15:11:34,990 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 1 day, 16:30:20, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.4013, loss: 1.4013, grad_norm: 5.2589 2021-06-19 15:11:46,079 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 1 day, 16:30:07, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.5007 2021-06-19 15:11:57,218 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 1 day, 16:29:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.2714 2021-06-19 15:12:08,358 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 1 day, 16:29:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8680, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.1012 2021-06-19 15:12:19,504 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 1 day, 16:29:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8539, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.2836 2021-06-19 15:12:30,664 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 1 day, 16:29:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.1447 2021-06-19 15:12:41,810 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 1 day, 16:29:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.2794 2021-06-19 15:12:52,931 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 1 day, 16:28:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.3528 2021-06-19 15:13:04,080 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 1 day, 16:28:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.4769, loss: 1.4769, grad_norm: 5.3149 2021-06-19 15:13:15,216 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 1 day, 16:28:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8633, loss_cls: 1.4035, loss: 1.4035, grad_norm: 5.1546 2021-06-19 15:13:26,372 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 1 day, 16:28:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.2384 2021-06-19 15:13:37,514 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 1 day, 16:28:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8617, loss_cls: 1.3865, loss: 1.3865, grad_norm: 5.1589 2021-06-19 15:13:48,652 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 1 day, 16:27:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8852, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.3332 2021-06-19 15:13:59,806 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 1 day, 16:27:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.2909 2021-06-19 15:14:10,946 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 1 day, 16:27:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.3942 2021-06-19 15:14:22,084 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 1 day, 16:27:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4819, loss: 1.4819, grad_norm: 5.3766 2021-06-19 15:14:33,232 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 1 day, 16:27:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.3485 2021-06-19 15:14:44,366 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 1 day, 16:26:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.3407, loss: 1.3407, grad_norm: 5.1143 2021-06-19 15:14:55,502 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 1 day, 16:26:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.2003 2021-06-19 15:15:06,673 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 1 day, 16:26:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8711, loss_cls: 1.3867, loss: 1.3867, grad_norm: 5.1694 2021-06-19 15:15:17,792 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 1 day, 16:26:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.3543 2021-06-19 15:15:28,940 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 1 day, 16:26:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8555, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.4609 2021-06-19 15:15:40,068 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 1 day, 16:25:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8594, loss_cls: 1.4190, loss: 1.4190, grad_norm: 5.3784 2021-06-19 15:15:51,165 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 1 day, 16:25:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.4623, loss: 1.4623, grad_norm: 5.3133 2021-06-19 15:16:02,306 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 1 day, 16:25:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8703, loss_cls: 1.3529, loss: 1.3529, grad_norm: 5.1183 2021-06-19 15:16:13,460 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 1 day, 16:25:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.1483 2021-06-19 15:16:24,621 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 1 day, 16:25:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.3915, loss: 1.3915, grad_norm: 5.3089 2021-06-19 15:16:35,768 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 1 day, 16:24:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.4120, loss: 1.4120, grad_norm: 5.2764 2021-06-19 15:16:46,918 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 1 day, 16:24:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8492, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.4931 2021-06-19 15:16:58,054 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 1 day, 16:24:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8578, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.1611 2021-06-19 15:17:09,197 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 1 day, 16:24:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8539, loss_cls: 1.4657, loss: 1.4657, grad_norm: 5.2994 2021-06-19 15:17:20,344 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 1 day, 16:24:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8461, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.3970 2021-06-19 15:17:31,470 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 1 day, 16:23:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8594, loss_cls: 1.4766, loss: 1.4766, grad_norm: 5.2381 2021-06-19 15:17:42,591 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 1 day, 16:23:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4532, loss: 1.4532, grad_norm: 5.2140 2021-06-19 15:17:53,759 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 1 day, 16:23:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8586, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.2733 2021-06-19 15:18:04,912 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 1 day, 16:23:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8695, loss_cls: 1.3969, loss: 1.3969, grad_norm: 5.2287 2021-06-19 15:18:16,051 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 1 day, 16:23:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.5557 2021-06-19 15:18:27,202 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 1 day, 16:22:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8680, loss_cls: 1.4166, loss: 1.4166, grad_norm: 5.4121 2021-06-19 15:18:38,343 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 1 day, 16:22:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.2666 2021-06-19 15:18:49,483 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 1 day, 16:22:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.3924 2021-06-19 15:19:00,629 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 1 day, 16:22:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8492, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.5822 2021-06-19 15:19:11,752 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 1 day, 16:22:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.4224 2021-06-19 15:19:22,888 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 1 day, 16:21:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.4834 2021-06-19 15:19:33,999 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 1 day, 16:21:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.3974 2021-06-19 15:19:45,141 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 1 day, 16:21:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8609, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.2134 2021-06-19 15:19:56,274 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 1 day, 16:21:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.2856 2021-06-19 15:20:07,436 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 1 day, 16:20:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.1532 2021-06-19 15:20:18,585 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 1 day, 16:20:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3909, loss: 1.3909, grad_norm: 5.3287 2021-06-19 15:20:29,730 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 1 day, 16:20:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4366, loss: 1.4366, grad_norm: 5.0945 2021-06-19 15:20:40,879 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 1 day, 16:20:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.4091 2021-06-19 15:20:52,035 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 1 day, 16:20:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4712, loss: 1.4712, grad_norm: 5.2528 2021-06-19 15:21:03,174 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 1 day, 16:19:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8656, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.3058 2021-06-19 15:21:14,307 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 1 day, 16:19:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8656, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.1672 2021-06-19 15:21:25,453 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 1 day, 16:19:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8422, loss_cls: 1.5050, loss: 1.5050, grad_norm: 5.3961 2021-06-19 15:21:36,596 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 1 day, 16:19:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.5693, loss: 1.5693, grad_norm: 5.5525 2021-06-19 15:21:47,737 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 1 day, 16:19:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.1786 2021-06-19 15:21:58,873 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 1 day, 16:18:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3904, loss: 1.3904, grad_norm: 5.2622 2021-06-19 15:22:10,038 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 1 day, 16:18:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8516, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.4989 2021-06-19 15:22:21,198 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 1 day, 16:18:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8531, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.3306 2021-06-19 15:22:32,349 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 1 day, 16:18:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5890, loss: 1.5890, grad_norm: 5.6465 2021-06-19 15:22:43,508 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 1 day, 16:18:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.4035 2021-06-19 15:22:54,651 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 1 day, 16:17:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5571, loss: 1.5571, grad_norm: 5.4739 2021-06-19 15:23:05,808 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 1 day, 16:17:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.4817, loss: 1.4817, grad_norm: 5.2897 2021-06-19 15:23:16,928 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 1 day, 16:17:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4340, loss: 1.4340, grad_norm: 5.3063 2021-06-19 15:23:28,066 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 1 day, 16:17:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.3116 2021-06-19 15:23:39,208 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 1 day, 16:17:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3908, loss: 1.3908, grad_norm: 5.1031 2021-06-19 15:23:50,350 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 1 day, 16:16:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4115, loss: 1.4115, grad_norm: 5.1809 2021-06-19 15:24:01,484 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 1 day, 16:16:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4494, loss: 1.4494, grad_norm: 5.2670 2021-06-19 15:24:12,641 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 1 day, 16:16:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8633, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.3004 2021-06-19 15:24:23,797 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 1 day, 16:16:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.5124, loss: 1.5124, grad_norm: 5.1461 2021-06-19 15:24:34,939 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 1 day, 16:16:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.2907 2021-06-19 15:24:46,066 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 1 day, 16:15:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4833, loss: 1.4833, grad_norm: 5.3298 2021-06-19 15:24:57,209 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 1 day, 16:15:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.0105 2021-06-19 15:25:08,339 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 1 day, 16:15:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.2004 2021-06-19 15:25:19,479 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 1 day, 16:15:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4127, loss: 1.4127, grad_norm: 5.1928 2021-06-19 15:25:30,621 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 1 day, 16:15:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.3204 2021-06-19 15:25:41,762 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 1 day, 16:14:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5464, loss: 1.5464, grad_norm: 5.6370 2021-06-19 15:25:52,909 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 1 day, 16:14:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.3013 2021-06-19 15:26:04,068 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 1 day, 16:14:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5098, loss: 1.5098, grad_norm: 5.3511 2021-06-19 15:26:15,206 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 1 day, 16:14:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.1244 2021-06-19 15:26:26,337 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 1 day, 16:14:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.4768 2021-06-19 15:26:37,493 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 1 day, 16:13:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4818, loss: 1.4818, grad_norm: 5.3393 2021-06-19 15:26:48,652 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 1 day, 16:13:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4416, loss: 1.4416, grad_norm: 5.3798 2021-06-19 15:26:59,799 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 1 day, 16:13:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5391, loss: 1.5391, grad_norm: 5.5332 2021-06-19 15:27:10,955 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 1 day, 16:13:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4698, loss: 1.4698, grad_norm: 5.6845 2021-06-19 15:27:22,080 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 1 day, 16:13:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.5473 2021-06-19 15:27:33,231 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 1 day, 16:12:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4999, loss: 1.4999, grad_norm: 5.3415 2021-06-19 15:27:44,396 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 1 day, 16:12:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8672, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.2319 2021-06-19 15:27:55,536 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 1 day, 16:12:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.2658 2021-06-19 15:28:06,666 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 1 day, 16:12:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.4834, loss: 1.4834, grad_norm: 5.4321 2021-06-19 15:28:17,790 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 1 day, 16:12:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8594, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.4715 2021-06-19 15:28:28,935 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 1 day, 16:11:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.2693 2021-06-19 15:28:40,111 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 1 day, 16:11:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5821, loss: 1.5821, grad_norm: 5.6669 2021-06-19 15:28:51,263 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 1 day, 16:11:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.3222 2021-06-19 15:29:02,414 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 1 day, 16:11:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4251, loss: 1.4251, grad_norm: 5.3067 2021-06-19 15:29:13,559 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 1 day, 16:11:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8578, loss_cls: 1.4358, loss: 1.4358, grad_norm: 5.2557 2021-06-19 15:29:24,697 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 1 day, 16:10:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4298, loss: 1.4298, grad_norm: 5.5388 2021-06-19 15:29:35,838 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 1 day, 16:10:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.2739 2021-06-19 15:29:47,007 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 1 day, 16:10:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.4479 2021-06-19 15:29:58,155 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 1 day, 16:10:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4390, loss: 1.4390, grad_norm: 5.4357 2021-06-19 15:30:09,307 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 1 day, 16:10:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8539, loss_cls: 1.4693, loss: 1.4693, grad_norm: 5.4208 2021-06-19 15:30:20,431 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 1 day, 16:09:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.1619 2021-06-19 15:30:31,554 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 1 day, 16:09:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8445, loss_cls: 1.5046, loss: 1.5046, grad_norm: 5.4656 2021-06-19 15:30:42,717 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 1 day, 16:09:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.3895 2021-06-19 15:30:53,887 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 1 day, 16:09:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.5558 2021-06-19 15:31:04,980 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 1 day, 16:09:01, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8594, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.2440 2021-06-19 15:31:16,117 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 1 day, 16:08:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4698, loss: 1.4698, grad_norm: 5.2840 2021-06-19 15:31:27,267 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 1 day, 16:08:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5642, loss: 1.5642, grad_norm: 5.4281 2021-06-19 15:31:38,431 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 1 day, 16:08:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.1797 2021-06-19 15:31:49,588 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 1 day, 16:08:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8609, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.4462 2021-06-19 15:32:00,723 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 1 day, 16:08:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.5003, loss: 1.5003, grad_norm: 5.3516 2021-06-19 15:32:12,347 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-06-19 15:33:34,793 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 1 day, 16:09:42, time: 4.101, data_time: 3.534, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.3967, loss: 1.3967, grad_norm: 5.2806 2021-06-19 15:33:45,921 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 1 day, 16:09:30, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.2003 2021-06-19 15:33:57,017 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 1 day, 16:09:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.1584 2021-06-19 15:34:08,124 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 1 day, 16:09:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.1433 2021-06-19 15:34:19,236 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 1 day, 16:08:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8742, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.2107 2021-06-19 15:34:30,367 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 1 day, 16:08:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3834, loss: 1.3834, grad_norm: 5.2421 2021-06-19 15:34:41,502 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 1 day, 16:08:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.2615 2021-06-19 15:34:52,641 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 1 day, 16:08:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3714, loss: 1.3714, grad_norm: 5.3239 2021-06-19 15:35:03,816 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 1 day, 16:08:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8922, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.2157 2021-06-19 15:35:14,962 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 1 day, 16:07:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8688, loss_cls: 1.3335, loss: 1.3335, grad_norm: 5.3719 2021-06-19 15:35:26,115 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 1 day, 16:07:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8609, loss_cls: 1.4246, loss: 1.4246, grad_norm: 5.4864 2021-06-19 15:35:37,247 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 1 day, 16:07:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4275, loss: 1.4275, grad_norm: 5.4238 2021-06-19 15:35:48,372 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 1 day, 16:07:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.2205 2021-06-19 15:35:59,496 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 1 day, 16:07:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8422, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.4195 2021-06-19 15:36:10,575 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 1 day, 16:06:51, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8695, loss_cls: 1.3975, loss: 1.3975, grad_norm: 5.3162 2021-06-19 15:36:21,715 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 1 day, 16:06:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.1757 2021-06-19 15:36:32,856 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 1 day, 16:06:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.2303 2021-06-19 15:36:43,987 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 1 day, 16:06:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.3473 2021-06-19 15:36:55,125 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 1 day, 16:06:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.3895, loss: 1.3895, grad_norm: 5.2151 2021-06-19 15:37:06,269 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 1 day, 16:05:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.3886, loss: 1.3886, grad_norm: 5.0160 2021-06-19 15:37:17,391 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 1 day, 16:05:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4279, loss: 1.4279, grad_norm: 5.3575 2021-06-19 15:37:28,534 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 1 day, 16:05:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8891, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.0177 2021-06-19 15:37:39,664 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 1 day, 16:05:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8656, loss_cls: 1.3965, loss: 1.3965, grad_norm: 5.4572 2021-06-19 15:37:50,804 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 1 day, 16:05:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4644, loss: 1.4644, grad_norm: 5.4342 2021-06-19 15:38:01,969 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 1 day, 16:04:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.4074, loss: 1.4074, grad_norm: 5.3860 2021-06-19 15:38:13,131 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 1 day, 16:04:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4546, loss: 1.4546, grad_norm: 5.0493 2021-06-19 15:38:24,267 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 1 day, 16:04:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8633, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.3778 2021-06-19 15:38:35,414 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 1 day, 16:04:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.4382 2021-06-19 15:38:46,548 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 1 day, 16:04:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8695, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.3852 2021-06-19 15:38:57,702 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 1 day, 16:03:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8711, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.3369 2021-06-19 15:39:08,869 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 1 day, 16:03:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3069, loss: 1.3069, grad_norm: 5.2138 2021-06-19 15:39:20,005 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 1 day, 16:03:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4080, loss: 1.4080, grad_norm: 5.4406 2021-06-19 15:39:31,159 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 1 day, 16:03:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4208, loss: 1.4208, grad_norm: 5.3680 2021-06-19 15:39:42,315 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 1 day, 16:03:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4493, loss: 1.4493, grad_norm: 5.2237 2021-06-19 15:39:53,451 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 1 day, 16:02:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.4052, loss: 1.4052, grad_norm: 5.4007 2021-06-19 15:40:04,599 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 1 day, 16:02:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3683, loss: 1.3683, grad_norm: 5.2309 2021-06-19 15:40:15,711 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 1 day, 16:02:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3770, loss: 1.3770, grad_norm: 5.1464 2021-06-19 15:40:26,849 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 1 day, 16:02:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.3099 2021-06-19 15:40:37,984 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 1 day, 16:01:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.3475 2021-06-19 15:40:49,133 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 1 day, 16:01:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.2735 2021-06-19 15:41:00,293 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 1 day, 16:01:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8609, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.4217 2021-06-19 15:41:11,425 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 1 day, 16:01:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3811, loss: 1.3811, grad_norm: 5.3819 2021-06-19 15:41:22,579 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 1 day, 16:01:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4189, loss: 1.4189, grad_norm: 5.2645 2021-06-19 15:41:33,708 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 1 day, 16:00:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.3290, loss: 1.3290, grad_norm: 5.1221 2021-06-19 15:41:44,841 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 1 day, 16:00:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.2275 2021-06-19 15:41:55,992 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 1 day, 16:00:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.3681 2021-06-19 15:42:07,131 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 1 day, 16:00:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3832, loss: 1.3832, grad_norm: 5.2871 2021-06-19 15:42:18,268 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 1 day, 16:00:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.1454 2021-06-19 15:42:29,422 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 1 day, 15:59:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.4930 2021-06-19 15:42:40,587 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 1 day, 15:59:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4124, loss: 1.4124, grad_norm: 5.4363 2021-06-19 15:42:52,437 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 1 day, 15:59:34, time: 0.589, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.3239 2021-06-19 15:43:03,946 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 1 day, 15:59:22, time: 0.578, data_time: 0.007, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8805, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.2158 2021-06-19 15:43:15,081 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 1 day, 15:59:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.6405 2021-06-19 15:43:26,336 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 1 day, 15:58:58, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.4230, loss: 1.4230, grad_norm: 5.2492 2021-06-19 15:43:38,054 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 1 day, 15:58:47, time: 0.589, data_time: 0.004, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8758, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.2398 2021-06-19 15:43:49,188 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 1 day, 15:58:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8781, loss_cls: 1.3343, loss: 1.3343, grad_norm: 5.2798 2021-06-19 15:44:00,338 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 1 day, 15:58:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.3206 2021-06-19 15:44:11,475 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 1 day, 15:58:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.5537 2021-06-19 15:44:22,598 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 1 day, 15:57:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8562, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.2522 2021-06-19 15:44:33,766 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 1 day, 15:57:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8648, loss_cls: 1.4149, loss: 1.4149, grad_norm: 5.4124 2021-06-19 15:44:44,916 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 1 day, 15:57:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.5026 2021-06-19 15:44:56,047 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 1 day, 15:57:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.3918, loss: 1.3918, grad_norm: 5.3926 2021-06-19 15:45:07,470 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 1 day, 15:57:11, time: 0.572, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.3698 2021-06-19 15:45:18,622 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 1 day, 15:56:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4961, loss: 1.4961, grad_norm: 5.3346 2021-06-19 15:45:29,773 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 1 day, 15:56:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.3041 2021-06-19 15:45:40,929 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 1 day, 15:56:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.4800 2021-06-19 15:45:52,050 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 1 day, 15:56:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4584, loss: 1.4584, grad_norm: 5.5460 2021-06-19 15:46:03,203 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 1 day, 15:56:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4207, loss: 1.4207, grad_norm: 5.4490 2021-06-19 15:46:14,314 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 1 day, 15:55:57, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4106, loss: 1.4106, grad_norm: 5.1988 2021-06-19 15:46:25,467 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 1 day, 15:55:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8852, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.1847 2021-06-19 15:46:36,608 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 1 day, 15:55:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.5040 2021-06-19 15:46:47,744 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 1 day, 15:55:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.2764 2021-06-19 15:46:58,896 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 1 day, 15:55:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4181, loss: 1.4181, grad_norm: 5.2162 2021-06-19 15:47:10,049 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 1 day, 15:54:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3554, loss: 1.3554, grad_norm: 5.1245 2021-06-19 15:47:21,180 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 1 day, 15:54:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3921, loss: 1.3921, grad_norm: 5.3936 2021-06-19 15:47:32,340 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 1 day, 15:54:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.3838 2021-06-19 15:47:43,475 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 1 day, 15:54:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.2817 2021-06-19 15:47:54,618 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 1 day, 15:54:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8750, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.3662 2021-06-19 15:48:05,752 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 1 day, 15:53:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8484, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.4762 2021-06-19 15:48:16,902 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 1 day, 15:53:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.5766 2021-06-19 15:48:28,049 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 1 day, 15:53:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4717, loss: 1.4717, grad_norm: 5.3245 2021-06-19 15:48:39,195 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 1 day, 15:53:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8539, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.5176 2021-06-19 15:48:50,349 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 1 day, 15:53:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4692, loss: 1.4692, grad_norm: 5.2252 2021-06-19 15:49:01,503 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 1 day, 15:52:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8672, loss_cls: 1.4364, loss: 1.4364, grad_norm: 5.2965 2021-06-19 15:49:12,647 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 1 day, 15:52:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8695, loss_cls: 1.4191, loss: 1.4191, grad_norm: 5.4335 2021-06-19 15:49:23,780 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 1 day, 15:52:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.4170 2021-06-19 15:49:34,917 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 1 day, 15:52:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.6077 2021-06-19 15:49:46,088 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 1 day, 15:52:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.4957 2021-06-19 15:49:57,251 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 1 day, 15:51:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.2723 2021-06-19 15:50:08,392 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 1 day, 15:51:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.3667, loss: 1.3667, grad_norm: 5.3217 2021-06-19 15:50:19,544 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 1 day, 15:51:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8531, loss_cls: 1.4397, loss: 1.4397, grad_norm: 5.2499 2021-06-19 15:50:30,672 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 1 day, 15:51:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8680, loss_cls: 1.3813, loss: 1.3813, grad_norm: 5.3331 2021-06-19 15:50:41,796 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 1 day, 15:51:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8742, loss_cls: 1.3741, loss: 1.3741, grad_norm: 5.4160 2021-06-19 15:50:52,933 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 1 day, 15:50:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.4069 2021-06-19 15:51:04,107 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 1 day, 15:50:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3748, loss: 1.3748, grad_norm: 5.1481 2021-06-19 15:51:15,207 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 1 day, 15:50:29, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.1963 2021-06-19 15:51:26,353 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 1 day, 15:50:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.5440 2021-06-19 15:51:37,500 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 1 day, 15:50:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3829, loss: 1.3829, grad_norm: 5.2193 2021-06-19 15:51:48,651 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 1 day, 15:49:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5246, loss: 1.5246, grad_norm: 5.4454 2021-06-19 15:51:59,814 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 1 day, 15:49:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8742, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.4363 2021-06-19 15:52:10,960 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 1 day, 15:49:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8641, loss_cls: 1.4021, loss: 1.4021, grad_norm: 5.4379 2021-06-19 15:52:22,104 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 1 day, 15:49:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8539, loss_cls: 1.4966, loss: 1.4966, grad_norm: 5.5992 2021-06-19 15:52:33,219 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 1 day, 15:49:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8609, loss_cls: 1.4179, loss: 1.4179, grad_norm: 5.4548 2021-06-19 15:52:44,355 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 1 day, 15:48:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.3549 2021-06-19 15:52:55,518 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 1 day, 15:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.2044 2021-06-19 15:53:06,649 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 1 day, 15:48:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8484, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.3074 2021-06-19 15:53:17,778 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 1 day, 15:48:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.4836, loss: 1.4836, grad_norm: 5.2792 2021-06-19 15:53:28,920 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 1 day, 15:48:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.2949 2021-06-19 15:53:40,077 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 1 day, 15:47:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8648, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.1218 2021-06-19 15:53:51,236 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 1 day, 15:47:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4160, loss: 1.4160, grad_norm: 5.2557 2021-06-19 15:54:02,377 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 1 day, 15:47:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8523, loss_cls: 1.5049, loss: 1.5049, grad_norm: 5.5308 2021-06-19 15:54:13,504 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 1 day, 15:47:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4292, loss: 1.4292, grad_norm: 5.1553 2021-06-19 15:54:24,671 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 1 day, 15:47:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8586, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.3254 2021-06-19 15:54:35,802 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 1 day, 15:46:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.3297 2021-06-19 15:54:46,952 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 1 day, 15:46:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5090, loss: 1.5090, grad_norm: 5.5824 2021-06-19 15:54:58,081 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 1 day, 15:46:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8617, loss_cls: 1.4507, loss: 1.4507, grad_norm: 5.4891 2021-06-19 15:55:09,229 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 1 day, 15:46:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.1333 2021-06-19 15:55:20,359 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 1 day, 15:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.2540 2021-06-19 15:55:31,491 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 1 day, 15:45:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3823, loss: 1.3823, grad_norm: 5.2573 2021-06-19 15:55:42,661 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 1 day, 15:45:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.3776 2021-06-19 15:55:53,816 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 1 day, 15:45:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.5092 2021-06-19 15:56:04,959 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 1 day, 15:45:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.2362 2021-06-19 15:56:16,105 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 1 day, 15:45:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8539, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.6301 2021-06-19 15:56:27,252 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 1 day, 15:44:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8602, loss_cls: 1.3950, loss: 1.3950, grad_norm: 5.3798 2021-06-19 15:56:38,373 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 1 day, 15:44:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8578, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.3854 2021-06-19 15:56:49,514 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 1 day, 15:44:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8562, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.5521 2021-06-19 15:57:00,668 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 1 day, 15:44:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.4858 2021-06-19 15:57:11,813 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 1 day, 15:44:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4541, loss: 1.4541, grad_norm: 5.3717 2021-06-19 15:57:22,938 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 1 day, 15:43:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4538, loss: 1.4538, grad_norm: 5.3406 2021-06-19 15:57:34,067 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 1 day, 15:43:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.3845 2021-06-19 15:57:45,209 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 1 day, 15:43:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8711, loss_cls: 1.3888, loss: 1.3888, grad_norm: 5.1980 2021-06-19 15:57:56,370 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 1 day, 15:43:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8664, loss_cls: 1.4019, loss: 1.4019, grad_norm: 5.3927 2021-06-19 15:58:07,521 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 1 day, 15:42:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8688, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.5054 2021-06-19 15:58:18,662 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 1 day, 15:42:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4871, loss: 1.4871, grad_norm: 5.2346 2021-06-19 15:58:29,833 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 1 day, 15:42:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.5231 2021-06-19 15:58:40,965 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 1 day, 15:42:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8617, loss_cls: 1.4277, loss: 1.4277, grad_norm: 5.3131 2021-06-19 15:58:52,124 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 1 day, 15:42:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.2165 2021-06-19 15:59:03,268 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 1 day, 15:41:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.0370 2021-06-19 15:59:14,360 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 1 day, 15:41:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4927, loss: 1.4927, grad_norm: 5.4552 2021-06-19 15:59:25,522 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 1 day, 15:41:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.4571 2021-06-19 15:59:36,652 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 1 day, 15:41:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.4195 2021-06-19 15:59:47,806 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 1 day, 15:41:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.3593 2021-06-19 15:59:58,975 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 1 day, 15:40:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.3344 2021-06-19 16:00:10,116 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 1 day, 15:40:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.4678, loss: 1.4678, grad_norm: 5.1778 2021-06-19 16:00:21,240 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 1 day, 15:40:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8438, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.6164 2021-06-19 16:00:32,375 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 1 day, 15:40:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8492, loss_cls: 1.4842, loss: 1.4842, grad_norm: 5.5500 2021-06-19 16:00:43,516 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 1 day, 15:40:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8461, loss_cls: 1.5097, loss: 1.5097, grad_norm: 5.2567 2021-06-19 16:00:54,667 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 1 day, 15:39:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5149, loss: 1.5149, grad_norm: 5.3341 2021-06-19 16:01:05,835 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 1 day, 15:39:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8641, loss_cls: 1.3810, loss: 1.3810, grad_norm: 5.1798 2021-06-19 16:01:16,997 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 1 day, 15:39:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8562, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.2854 2021-06-19 16:01:28,152 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 1 day, 15:39:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8742, loss_cls: 1.4046, loss: 1.4046, grad_norm: 5.3033 2021-06-19 16:01:39,298 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 1 day, 15:39:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.5577 2021-06-19 16:01:50,457 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 1 day, 15:38:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8617, loss_cls: 1.4836, loss: 1.4836, grad_norm: 5.3261 2021-06-19 16:02:01,604 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 1 day, 15:38:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.0448 2021-06-19 16:02:12,748 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 1 day, 15:38:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.3401 2021-06-19 16:02:23,883 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 1 day, 15:38:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.4615 2021-06-19 16:02:35,032 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 1 day, 15:38:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.5066, loss: 1.5066, grad_norm: 5.2046 2021-06-19 16:02:46,174 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 1 day, 15:37:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.1927 2021-06-19 16:02:57,298 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 1 day, 15:37:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.4115 2021-06-19 16:03:08,460 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 1 day, 15:37:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.3273 2021-06-19 16:03:19,606 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 1 day, 15:37:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.5022 2021-06-19 16:03:30,744 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 1 day, 15:37:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.3929 2021-06-19 16:03:41,874 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 1 day, 15:36:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8711, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.1983 2021-06-19 16:03:53,015 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 1 day, 15:36:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.2827 2021-06-19 16:04:04,158 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 1 day, 15:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8648, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.3290 2021-06-19 16:04:15,298 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 1 day, 15:36:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4451, loss: 1.4451, grad_norm: 5.4806 2021-06-19 16:04:26,453 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 1 day, 15:36:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8625, loss_cls: 1.4378, loss: 1.4378, grad_norm: 5.3215 2021-06-19 16:04:37,592 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 1 day, 15:35:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8656, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.4240 2021-06-19 16:04:48,779 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 1 day, 15:35:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.2580 2021-06-19 16:04:59,879 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 1 day, 15:35:30, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4515, loss: 1.4515, grad_norm: 5.2813 2021-06-19 16:05:11,021 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 1 day, 15:35:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.3575 2021-06-19 16:05:22,155 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 1 day, 15:35:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.5105, loss: 1.5105, grad_norm: 5.3144 2021-06-19 16:05:33,303 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 1 day, 15:34:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.1670 2021-06-19 16:05:44,434 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 1 day, 15:34:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.2578 2021-06-19 16:05:55,586 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 1 day, 15:34:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4754, loss: 1.4754, grad_norm: 5.3680 2021-06-19 16:06:06,718 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 1 day, 15:34:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.5341, loss: 1.5341, grad_norm: 5.5084 2021-06-19 16:06:17,869 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 1 day, 15:34:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4880, loss: 1.4880, grad_norm: 5.4281 2021-06-19 16:06:29,012 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 1 day, 15:33:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.2733 2021-06-19 16:06:40,122 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 1 day, 15:33:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.3453 2021-06-19 16:06:51,256 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 1 day, 15:33:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4921, loss: 1.4921, grad_norm: 5.3583 2021-06-19 16:07:02,413 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 1 day, 15:33:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.3319 2021-06-19 16:07:13,557 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 1 day, 15:33:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.4659, loss: 1.4659, grad_norm: 5.2482 2021-06-19 16:07:24,706 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 1 day, 15:32:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.3899, loss: 1.3899, grad_norm: 5.1523 2021-06-19 16:07:35,851 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 1 day, 15:32:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.3494 2021-06-19 16:07:46,996 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 1 day, 15:32:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4650, loss: 1.4650, grad_norm: 5.2077 2021-06-19 16:07:58,134 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 1 day, 15:32:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.2528 2021-06-19 16:08:09,272 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 1 day, 15:32:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4452, loss: 1.4452, grad_norm: 5.2268 2021-06-19 16:08:29,414 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-06-19 16:10:13,640 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 1 day, 15:34:22, time: 5.164, data_time: 4.595, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.2532 2021-06-19 16:10:24,763 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 1 day, 15:34:10, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3187, loss: 1.3187, grad_norm: 5.1085 2021-06-19 16:10:35,851 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 1 day, 15:33:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3491, loss: 1.3491, grad_norm: 5.2464 2021-06-19 16:10:46,944 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 1 day, 15:33:45, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8672, loss_cls: 1.3655, loss: 1.3655, grad_norm: 5.2916 2021-06-19 16:10:58,063 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 1 day, 15:33:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.4298, loss: 1.4298, grad_norm: 5.4731 2021-06-19 16:11:09,172 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 1 day, 15:33:21, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3548, loss: 1.3548, grad_norm: 5.2671 2021-06-19 16:11:20,292 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 1 day, 15:33:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4518, loss: 1.4518, grad_norm: 5.3866 2021-06-19 16:11:31,427 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 1 day, 15:32:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.3884 2021-06-19 16:11:42,557 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 1 day, 15:32:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8633, loss_cls: 1.3805, loss: 1.3805, grad_norm: 5.3528 2021-06-19 16:11:53,688 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 1 day, 15:32:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.5153 2021-06-19 16:12:04,828 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 1 day, 15:32:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.3680 2021-06-19 16:12:15,947 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 1 day, 15:32:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3748, loss: 1.3748, grad_norm: 5.1956 2021-06-19 16:12:27,081 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 1 day, 15:31:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8672, loss_cls: 1.3924, loss: 1.3924, grad_norm: 5.4165 2021-06-19 16:12:38,226 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 1 day, 15:31:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.4035 2021-06-19 16:12:49,355 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 1 day, 15:31:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.4553, loss: 1.4553, grad_norm: 5.5888 2021-06-19 16:13:00,502 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 1 day, 15:31:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.4006 2021-06-19 16:13:11,654 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 1 day, 15:31:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3455, loss: 1.3455, grad_norm: 5.2733 2021-06-19 16:13:22,803 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 1 day, 15:30:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.3777, loss: 1.3777, grad_norm: 5.4352 2021-06-19 16:13:33,929 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 1 day, 15:30:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8570, loss_cls: 1.4082, loss: 1.4082, grad_norm: 5.4994 2021-06-19 16:13:45,067 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 1 day, 15:30:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.4161, loss: 1.4161, grad_norm: 5.4212 2021-06-19 16:13:56,195 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 1 day, 15:30:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8539, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.2354 2021-06-19 16:14:07,346 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 1 day, 15:30:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.2787 2021-06-19 16:14:18,470 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 1 day, 15:29:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.3817 2021-06-19 16:14:29,609 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 1 day, 15:29:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.4087 2021-06-19 16:14:40,749 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 1 day, 15:29:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4197, loss: 1.4197, grad_norm: 5.2028 2021-06-19 16:14:51,894 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 1 day, 15:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8758, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.2924 2021-06-19 16:15:03,046 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 1 day, 15:29:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 5.2037 2021-06-19 16:15:14,183 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 1 day, 15:28:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4466, loss: 1.4466, grad_norm: 5.3686 2021-06-19 16:15:25,319 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 1 day, 15:28:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.5769 2021-06-19 16:15:36,453 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 1 day, 15:28:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.0842 2021-06-19 16:15:47,603 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 1 day, 15:28:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3826, loss: 1.3826, grad_norm: 5.2258 2021-06-19 16:15:58,731 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 1 day, 15:28:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.4232 2021-06-19 16:16:09,874 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 1 day, 15:27:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.5076 2021-06-19 16:16:21,014 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 1 day, 15:27:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3797, loss: 1.3797, grad_norm: 5.3369 2021-06-19 16:16:32,155 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 1 day, 15:27:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4074, loss: 1.4074, grad_norm: 5.1737 2021-06-19 16:16:43,279 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 1 day, 15:27:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.2884 2021-06-19 16:16:54,415 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 1 day, 15:27:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4369, loss: 1.4369, grad_norm: 5.4150 2021-06-19 16:17:05,555 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 1 day, 15:26:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.4255, loss: 1.4255, grad_norm: 5.3275 2021-06-19 16:17:16,689 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 1 day, 15:26:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8727, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.3921 2021-06-19 16:17:27,826 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 1 day, 15:26:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4329, loss: 1.4329, grad_norm: 5.1205 2021-06-19 16:17:38,995 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 1 day, 15:26:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.3310 2021-06-19 16:17:50,099 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 1 day, 15:26:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4321, loss: 1.4321, grad_norm: 5.2081 2021-06-19 16:18:01,237 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 1 day, 15:25:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3620, loss: 1.3620, grad_norm: 5.1148 2021-06-19 16:18:12,386 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 1 day, 15:25:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3846, loss: 1.3846, grad_norm: 5.3675 2021-06-19 16:18:23,539 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 1 day, 15:25:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.1635 2021-06-19 16:18:34,687 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 1 day, 15:25:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.3656 2021-06-19 16:18:45,834 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 1 day, 15:25:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8727, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.3622 2021-06-19 16:18:56,969 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 1 day, 15:24:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.3390 2021-06-19 16:19:08,146 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 1 day, 15:24:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.4878 2021-06-19 16:19:19,278 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 1 day, 15:24:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8578, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.5195 2021-06-19 16:19:30,418 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 1 day, 15:24:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.4473 2021-06-19 16:19:41,571 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 1 day, 15:24:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8641, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.3785 2021-06-19 16:19:52,680 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 1 day, 15:23:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4034, loss: 1.4034, grad_norm: 5.1278 2021-06-19 16:20:03,864 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 1 day, 15:23:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4244, loss: 1.4244, grad_norm: 5.2431 2021-06-19 16:20:14,953 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 1 day, 15:23:25, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.4563 2021-06-19 16:20:26,098 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 1 day, 15:23:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.3913, loss: 1.3913, grad_norm: 5.3259 2021-06-19 16:20:37,243 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 1 day, 15:23:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.1841 2021-06-19 16:20:48,375 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 1 day, 15:22:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8617, loss_cls: 1.4403, loss: 1.4403, grad_norm: 5.3114 2021-06-19 16:20:59,502 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 1 day, 15:22:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.2570 2021-06-19 16:21:10,640 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 1 day, 15:22:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3944, loss: 1.3944, grad_norm: 5.2824 2021-06-19 16:21:21,762 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 1 day, 15:22:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.4540 2021-06-19 16:21:32,894 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 1 day, 15:21:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2968, loss: 1.2968, grad_norm: 5.1669 2021-06-19 16:21:44,060 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 1 day, 15:21:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4041, loss: 1.4041, grad_norm: 5.2504 2021-06-19 16:21:55,171 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 1 day, 15:21:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.3592 2021-06-19 16:22:06,327 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 1 day, 15:21:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4035, loss: 1.4035, grad_norm: 5.2392 2021-06-19 16:22:17,456 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 1 day, 15:21:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4286, loss: 1.4286, grad_norm: 5.2546 2021-06-19 16:22:28,592 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 1 day, 15:20:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3959, loss: 1.3959, grad_norm: 5.2667 2021-06-19 16:22:39,751 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 1 day, 15:20:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4695, loss: 1.4695, grad_norm: 5.3299 2021-06-19 16:22:50,892 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 1 day, 15:20:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8609, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.3915 2021-06-19 16:23:02,018 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 1 day, 15:20:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.4668 2021-06-19 16:23:13,176 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 1 day, 15:20:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8766, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.3606 2021-06-19 16:23:24,305 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 1 day, 15:19:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8648, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.3798 2021-06-19 16:23:35,446 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 1 day, 15:19:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.4175 2021-06-19 16:23:46,656 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 1 day, 15:19:34, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.2871 2021-06-19 16:23:57,753 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 1 day, 15:19:22, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.4705 2021-06-19 16:24:08,900 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 1 day, 15:19:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8484, loss_cls: 1.4901, loss: 1.4901, grad_norm: 5.4503 2021-06-19 16:24:20,037 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 1 day, 15:18:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.0941 2021-06-19 16:24:31,159 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 1 day, 15:18:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.2174 2021-06-19 16:24:42,306 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 1 day, 15:18:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8602, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.3387 2021-06-19 16:24:53,453 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 1 day, 15:18:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8633, loss_cls: 1.4247, loss: 1.4247, grad_norm: 5.5279 2021-06-19 16:25:04,583 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 1 day, 15:18:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.4127 2021-06-19 16:25:15,717 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 1 day, 15:17:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.3766 2021-06-19 16:25:26,873 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 1 day, 15:17:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4181, loss: 1.4181, grad_norm: 4.9890 2021-06-19 16:25:38,027 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 1 day, 15:17:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8719, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.3010 2021-06-19 16:25:49,179 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 1 day, 15:17:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8609, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.4564 2021-06-19 16:26:00,324 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 1 day, 15:17:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8492, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.4213 2021-06-19 16:26:11,454 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 1 day, 15:16:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8680, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.2092 2021-06-19 16:26:22,611 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 1 day, 15:16:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8617, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.4161 2021-06-19 16:26:33,758 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 1 day, 15:16:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.4246 2021-06-19 16:26:44,911 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 1 day, 15:16:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3273, loss: 1.3273, grad_norm: 5.1163 2021-06-19 16:26:56,074 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 1 day, 15:16:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.4822 2021-06-19 16:27:07,190 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 1 day, 15:15:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8664, loss_cls: 1.4254, loss: 1.4254, grad_norm: 5.2697 2021-06-19 16:27:18,320 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 1 day, 15:15:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.7301 2021-06-19 16:27:29,465 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 1 day, 15:15:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3855, loss: 1.3855, grad_norm: 5.3307 2021-06-19 16:27:40,607 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 1 day, 15:15:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.3947 2021-06-19 16:27:51,745 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 1 day, 15:15:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.0509 2021-06-19 16:28:02,880 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 1 day, 15:14:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4821, loss: 1.4821, grad_norm: 5.3087 2021-06-19 16:28:14,025 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 1 day, 15:14:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.4396, loss: 1.4396, grad_norm: 5.3140 2021-06-19 16:28:25,158 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 1 day, 15:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5175, loss: 1.5175, grad_norm: 5.3682 2021-06-19 16:28:36,320 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 1 day, 15:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8641, loss_cls: 1.4023, loss: 1.4023, grad_norm: 5.4492 2021-06-19 16:28:47,458 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 1 day, 15:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.3185 2021-06-19 16:28:58,596 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 1 day, 15:13:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4230, loss: 1.4230, grad_norm: 5.4386 2021-06-19 16:29:09,727 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 1 day, 15:13:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.3643 2021-06-19 16:29:20,892 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 1 day, 15:13:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.6904 2021-06-19 16:29:32,034 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 1 day, 15:13:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4678, loss: 1.4678, grad_norm: 5.2894 2021-06-19 16:29:43,173 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 1 day, 15:13:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4189, loss: 1.4189, grad_norm: 5.3007 2021-06-19 16:29:54,296 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 1 day, 15:12:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4668, loss: 1.4668, grad_norm: 5.3095 2021-06-19 16:30:05,436 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 1 day, 15:12:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.4504 2021-06-19 16:30:16,579 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 1 day, 15:12:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8461, loss_cls: 1.5115, loss: 1.5115, grad_norm: 5.2402 2021-06-19 16:30:27,740 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 1 day, 15:12:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.2112 2021-06-19 16:30:38,874 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 1 day, 15:12:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8703, loss_cls: 1.3958, loss: 1.3958, grad_norm: 5.2192 2021-06-19 16:30:50,014 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 1 day, 15:11:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8602, loss_cls: 1.4213, loss: 1.4213, grad_norm: 5.4000 2021-06-19 16:31:01,179 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 1 day, 15:11:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.4625, loss: 1.4625, grad_norm: 5.3976 2021-06-19 16:31:12,333 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 1 day, 15:11:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8711, loss_cls: 1.3550, loss: 1.3550, grad_norm: 5.2955 2021-06-19 16:31:23,448 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 1 day, 15:11:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.6311 2021-06-19 16:31:34,583 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 1 day, 15:11:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8648, loss_cls: 1.3927, loss: 1.3927, grad_norm: 5.2972 2021-06-19 16:31:45,727 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 1 day, 15:10:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.3095 2021-06-19 16:31:56,882 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 1 day, 15:10:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.3030 2021-06-19 16:32:08,020 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 1 day, 15:10:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8617, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.3645 2021-06-19 16:32:19,153 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 1 day, 15:10:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.4891 2021-06-19 16:32:30,246 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 1 day, 15:10:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8539, loss_cls: 1.4585, loss: 1.4585, grad_norm: 5.5416 2021-06-19 16:32:41,394 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 1 day, 15:09:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8648, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.4148 2021-06-19 16:32:52,531 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 1 day, 15:09:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3733, loss: 1.3733, grad_norm: 5.4061 2021-06-19 16:33:03,686 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 1 day, 15:09:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8633, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.3406 2021-06-19 16:33:14,807 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 1 day, 15:09:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8617, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.2002 2021-06-19 16:33:25,947 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 1 day, 15:09:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5151, loss: 1.5151, grad_norm: 5.4345 2021-06-19 16:33:37,103 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 1 day, 15:08:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3633, loss: 1.3633, grad_norm: 5.2126 2021-06-19 16:33:48,251 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 1 day, 15:08:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.2737 2021-06-19 16:33:59,380 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 1 day, 15:08:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8586, loss_cls: 1.4586, loss: 1.4586, grad_norm: 5.6207 2021-06-19 16:34:10,532 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 1 day, 15:08:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8555, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.3953 2021-06-19 16:34:21,651 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 1 day, 15:08:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.4343 2021-06-19 16:34:32,791 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 1 day, 15:07:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4822, loss: 1.4822, grad_norm: 5.4244 2021-06-19 16:34:43,925 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 1 day, 15:07:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.7209 2021-06-19 16:34:55,068 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 1 day, 15:07:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.5285 2021-06-19 16:35:06,217 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 1 day, 15:07:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.3918 2021-06-19 16:35:17,374 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 1 day, 15:07:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.0842 2021-06-19 16:35:28,528 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 1 day, 15:06:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4478, loss: 1.4478, grad_norm: 5.4603 2021-06-19 16:35:39,688 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 1 day, 15:06:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8383, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.4820 2021-06-19 16:35:50,829 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 1 day, 15:06:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4879, loss: 1.4879, grad_norm: 5.3478 2021-06-19 16:36:01,967 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 1 day, 15:06:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8641, loss_cls: 1.3928, loss: 1.3928, grad_norm: 5.2631 2021-06-19 16:36:13,091 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 1 day, 15:06:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.4808 2021-06-19 16:36:24,205 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 1 day, 15:05:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.3860 2021-06-19 16:36:35,332 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 1 day, 15:05:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.3589 2021-06-19 16:36:46,494 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 1 day, 15:05:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.3081 2021-06-19 16:36:57,654 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 1 day, 15:05:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.3663 2021-06-19 16:37:08,801 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 1 day, 15:05:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3597, loss: 1.3597, grad_norm: 5.1285 2021-06-19 16:37:19,933 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 1 day, 15:04:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4668, loss: 1.4668, grad_norm: 5.2550 2021-06-19 16:37:31,102 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 1 day, 15:04:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.3618 2021-06-19 16:37:42,264 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 1 day, 15:04:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.3985 2021-06-19 16:37:53,406 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 1 day, 15:04:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.2921 2021-06-19 16:38:04,535 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 1 day, 15:03:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5101, loss: 1.5101, grad_norm: 5.4050 2021-06-19 16:38:15,668 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 1 day, 15:03:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.2106 2021-06-19 16:38:26,815 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 1 day, 15:03:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8617, loss_cls: 1.4489, loss: 1.4489, grad_norm: 5.4842 2021-06-19 16:38:38,001 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 1 day, 15:03:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4354, loss: 1.4354, grad_norm: 5.4594 2021-06-19 16:38:49,146 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 1 day, 15:03:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3556, loss: 1.3556, grad_norm: 5.3709 2021-06-19 16:39:00,289 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 1 day, 15:02:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3462, loss: 1.3462, grad_norm: 5.4504 2021-06-19 16:39:11,425 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 1 day, 15:02:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8578, loss_cls: 1.4508, loss: 1.4508, grad_norm: 5.3435 2021-06-19 16:39:22,571 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 1 day, 15:02:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.3938, loss: 1.3938, grad_norm: 5.4020 2021-06-19 16:39:33,724 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 1 day, 15:02:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3921, loss: 1.3921, grad_norm: 5.2232 2021-06-19 16:39:44,860 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 1 day, 15:02:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.3901 2021-06-19 16:39:56,005 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 1 day, 15:01:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.3926, loss: 1.3926, grad_norm: 5.5087 2021-06-19 16:40:07,157 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 1 day, 15:01:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8594, loss_cls: 1.4387, loss: 1.4387, grad_norm: 5.4460 2021-06-19 16:40:18,284 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 1 day, 15:01:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.6373 2021-06-19 16:40:29,438 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 1 day, 15:01:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.5650 2021-06-19 16:40:40,581 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 1 day, 15:01:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8477, loss_cls: 1.4746, loss: 1.4746, grad_norm: 5.3942 2021-06-19 16:40:51,702 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 1 day, 15:00:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.4501, loss: 1.4501, grad_norm: 5.4839 2021-06-19 16:41:02,845 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 1 day, 15:00:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4534, loss: 1.4534, grad_norm: 5.4065 2021-06-19 16:41:13,974 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 1 day, 15:00:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.4704, loss: 1.4704, grad_norm: 5.6549 2021-06-19 16:41:25,100 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 1 day, 15:00:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8617, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.3046 2021-06-19 16:41:36,239 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 1 day, 15:00:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8586, loss_cls: 1.4349, loss: 1.4349, grad_norm: 5.4759 2021-06-19 16:41:47,361 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 1 day, 14:59:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8617, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.2794 2021-06-19 16:41:58,516 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 1 day, 14:59:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.5312, loss: 1.5312, grad_norm: 5.5901 2021-06-19 16:42:09,673 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 1 day, 14:59:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.2162 2021-06-19 16:42:20,831 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 1 day, 14:59:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4432, loss: 1.4432, grad_norm: 5.3085 2021-06-19 16:42:31,983 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 1 day, 14:59:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8492, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.1932 2021-06-19 16:42:43,140 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 1 day, 14:58:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8648, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.3954 2021-06-19 16:42:54,297 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 1 day, 14:58:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4686, loss: 1.4686, grad_norm: 5.3595 2021-06-19 16:43:05,450 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 1 day, 14:58:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4497, loss: 1.4497, grad_norm: 5.4273 2021-06-19 16:43:16,575 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 1 day, 14:58:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5065, loss: 1.5065, grad_norm: 5.4057 2021-06-19 16:43:27,743 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 1 day, 14:58:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.3312 2021-06-19 16:43:38,871 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 1 day, 14:57:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8617, loss_cls: 1.4265, loss: 1.4265, grad_norm: 5.3992 2021-06-19 16:43:50,017 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 1 day, 14:57:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.2298 2021-06-19 16:44:01,165 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 1 day, 14:57:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.3448 2021-06-19 16:44:12,308 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 1 day, 14:57:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.5141 2021-06-19 16:44:23,440 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 1 day, 14:57:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.4198 2021-06-19 16:44:34,575 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 1 day, 14:56:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8523, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.2597 2021-06-19 16:44:45,743 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 1 day, 14:56:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4712, loss: 1.4712, grad_norm: 5.2875 2021-06-19 16:44:57,545 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-06-19 16:46:26,739 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 1 day, 14:58:27, time: 4.442, data_time: 3.879, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4340, loss: 1.4340, grad_norm: 5.2234 2021-06-19 16:46:37,922 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 1 day, 14:58:15, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.0511 2021-06-19 16:46:49,032 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 1 day, 14:58:03, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8742, loss_cls: 1.3944, loss: 1.3944, grad_norm: 5.3361 2021-06-19 16:47:00,142 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 1 day, 14:57:51, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8594, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.3660 2021-06-19 16:47:11,272 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 1 day, 14:57:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.1650 2021-06-19 16:47:22,390 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 1 day, 14:57:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.4098, loss: 1.4098, grad_norm: 5.4888 2021-06-19 16:47:33,521 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 1 day, 14:57:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.0781 2021-06-19 16:47:44,649 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 1 day, 14:57:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.3290 2021-06-19 16:47:55,783 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 1 day, 14:56:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8781, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.4423 2021-06-19 16:48:06,910 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 1 day, 14:56:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3556, loss: 1.3556, grad_norm: 5.4977 2021-06-19 16:48:18,055 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 1 day, 14:56:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4579, loss: 1.4579, grad_norm: 5.5988 2021-06-19 16:48:29,172 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 1 day, 14:56:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.3087 2021-06-19 16:48:40,296 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 1 day, 14:56:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.4958 2021-06-19 16:48:51,426 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 1 day, 14:55:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4282, loss: 1.4282, grad_norm: 5.6596 2021-06-19 16:49:02,551 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 1 day, 14:55:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.3104 2021-06-19 16:49:13,674 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 1 day, 14:55:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.1627 2021-06-19 16:49:24,796 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 1 day, 14:55:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.1720 2021-06-19 16:49:35,952 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 1 day, 14:55:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1925 2021-06-19 16:49:47,104 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 1 day, 14:54:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8734, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.2957 2021-06-19 16:49:58,234 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 1 day, 14:54:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5350, loss: 1.5350, grad_norm: 5.3682 2021-06-19 16:50:09,568 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 1 day, 14:54:25, time: 0.567, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.4154, loss: 1.4154, grad_norm: 5.3645 2021-06-19 16:50:20,689 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 1 day, 14:54:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.3099 2021-06-19 16:50:31,827 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 1 day, 14:54:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8680, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.4896 2021-06-19 16:50:42,967 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 1 day, 14:53:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3805, loss: 1.3805, grad_norm: 5.4738 2021-06-19 16:50:54,096 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 1 day, 14:53:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.1787 2021-06-19 16:51:05,273 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 1 day, 14:53:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.4005, loss: 1.4005, grad_norm: 5.3494 2021-06-19 16:51:16,364 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 1 day, 14:53:12, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3873, loss: 1.3873, grad_norm: 5.3045 2021-06-19 16:51:27,498 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 1 day, 14:53:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8742, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.2632 2021-06-19 16:51:38,636 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 1 day, 14:52:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4685, loss: 1.4685, grad_norm: 5.5735 2021-06-19 16:51:49,770 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 1 day, 14:52:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5132, loss: 1.5132, grad_norm: 5.4910 2021-06-19 16:52:00,908 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 1 day, 14:52:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3938, loss: 1.3938, grad_norm: 5.2134 2021-06-19 16:52:12,055 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 1 day, 14:52:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.3392 2021-06-19 16:52:23,187 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 1 day, 14:51:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4166, loss: 1.4166, grad_norm: 5.3015 2021-06-19 16:52:34,324 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 1 day, 14:51:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8523, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.2810 2021-06-19 16:52:45,446 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 1 day, 14:51:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.3873 2021-06-19 16:52:56,587 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 1 day, 14:51:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3851, loss: 1.3851, grad_norm: 5.4741 2021-06-19 16:53:07,737 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 1 day, 14:51:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.2559 2021-06-19 16:53:18,886 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 1 day, 14:50:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.3869, loss: 1.3869, grad_norm: 5.1383 2021-06-19 16:53:30,026 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 1 day, 14:50:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8617, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.2848 2021-06-19 16:53:41,151 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 1 day, 14:50:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.1086 2021-06-19 16:53:52,286 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 1 day, 14:50:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.3851 2021-06-19 16:54:03,427 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 1 day, 14:50:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8609, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.2237 2021-06-19 16:54:14,528 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 1 day, 14:49:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3473, loss: 1.3473, grad_norm: 5.1902 2021-06-19 16:54:25,667 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 1 day, 14:49:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4120, loss: 1.4120, grad_norm: 5.4221 2021-06-19 16:54:36,787 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 1 day, 14:49:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.0521 2021-06-19 16:54:47,944 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 1 day, 14:49:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.1146 2021-06-19 16:54:59,088 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 1 day, 14:49:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8500, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.5636 2021-06-19 16:55:10,220 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 1 day, 14:48:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8617, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.3886 2021-06-19 16:55:21,356 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 1 day, 14:48:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.4857, loss: 1.4857, grad_norm: 5.5999 2021-06-19 16:55:32,503 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 1 day, 14:48:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.2997 2021-06-19 16:55:43,642 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 1 day, 14:48:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.2107 2021-06-19 16:55:54,778 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 1 day, 14:48:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8648, loss_cls: 1.3787, loss: 1.3787, grad_norm: 5.1950 2021-06-19 16:56:05,931 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 1 day, 14:47:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.3923 2021-06-19 16:56:17,068 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 1 day, 14:47:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8938, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.0141 2021-06-19 16:56:28,185 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 1 day, 14:47:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.3962, loss: 1.3962, grad_norm: 5.3884 2021-06-19 16:56:39,317 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 1 day, 14:47:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8781, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.2867 2021-06-19 16:56:50,450 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 1 day, 14:47:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3811, loss: 1.3811, grad_norm: 5.3620 2021-06-19 16:57:01,587 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 1 day, 14:46:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8633, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.3947 2021-06-19 16:57:12,720 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 1 day, 14:46:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.4325, loss: 1.4325, grad_norm: 5.4364 2021-06-19 16:57:23,848 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 1 day, 14:46:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8695, loss_cls: 1.3788, loss: 1.3788, grad_norm: 5.4693 2021-06-19 16:57:34,984 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 1 day, 14:46:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.5506 2021-06-19 16:57:46,126 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 1 day, 14:46:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4791, loss: 1.4791, grad_norm: 5.5037 2021-06-19 16:57:57,249 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 1 day, 14:45:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4019, loss: 1.4019, grad_norm: 5.4541 2021-06-19 16:58:08,397 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 1 day, 14:45:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8531, loss_cls: 1.4296, loss: 1.4296, grad_norm: 5.3516 2021-06-19 16:58:19,510 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 1 day, 14:45:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8734, loss_cls: 1.3767, loss: 1.3767, grad_norm: 5.2889 2021-06-19 16:58:30,661 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 1 day, 14:45:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.1728 2021-06-19 16:58:41,820 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 1 day, 14:45:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.5217 2021-06-19 16:58:52,973 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 1 day, 14:44:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4661, loss: 1.4661, grad_norm: 5.5404 2021-06-19 16:59:04,116 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 1 day, 14:44:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.1216 2021-06-19 16:59:15,253 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 1 day, 14:44:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8719, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.4124 2021-06-19 16:59:26,410 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 1 day, 14:44:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.4239 2021-06-19 16:59:37,550 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 1 day, 14:44:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8562, loss_cls: 1.4619, loss: 1.4619, grad_norm: 5.3025 2021-06-19 16:59:48,694 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 1 day, 14:43:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.5741 2021-06-19 16:59:59,803 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 1 day, 14:43:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.3989, loss: 1.3989, grad_norm: 5.1660 2021-06-19 17:00:10,937 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 1 day, 14:43:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.3517 2021-06-19 17:00:22,060 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 1 day, 14:43:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5332, loss: 1.5332, grad_norm: 5.4145 2021-06-19 17:00:33,199 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 1 day, 14:43:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8602, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.2334 2021-06-19 17:00:44,358 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 1 day, 14:42:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8617, loss_cls: 1.4805, loss: 1.4805, grad_norm: 5.4298 2021-06-19 17:00:55,446 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 1 day, 14:42:41, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.1679 2021-06-19 17:01:06,563 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 1 day, 14:42:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8602, loss_cls: 1.4358, loss: 1.4358, grad_norm: 5.3345 2021-06-19 17:01:17,689 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 1 day, 14:42:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8602, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.4632 2021-06-19 17:01:28,825 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 1 day, 14:42:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8523, loss_cls: 1.4768, loss: 1.4768, grad_norm: 5.3908 2021-06-19 17:01:39,953 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 1 day, 14:41:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.3406, loss: 1.3406, grad_norm: 5.1796 2021-06-19 17:01:51,107 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 1 day, 14:41:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.4723 2021-06-19 17:02:02,240 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 1 day, 14:41:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3171, loss: 1.3171, grad_norm: 5.1509 2021-06-19 17:02:13,398 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 1 day, 14:41:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4036, loss: 1.4036, grad_norm: 5.1385 2021-06-19 17:02:24,572 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 1 day, 14:41:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8617, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.3097 2021-06-19 17:02:35,666 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 1 day, 14:40:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.2934 2021-06-19 17:02:46,814 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 1 day, 14:40:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4166, loss: 1.4166, grad_norm: 5.3507 2021-06-19 17:02:57,942 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 1 day, 14:40:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.4394 2021-06-19 17:03:09,096 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 1 day, 14:40:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.2406 2021-06-19 17:03:20,221 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 1 day, 14:40:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8625, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.3573 2021-06-19 17:03:31,360 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 1 day, 14:39:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.3082 2021-06-19 17:03:42,505 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 1 day, 14:39:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.3639 2021-06-19 17:03:53,654 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 1 day, 14:39:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8641, loss_cls: 1.3661, loss: 1.3661, grad_norm: 5.3239 2021-06-19 17:04:04,810 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 1 day, 14:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.3267 2021-06-19 17:04:15,968 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 1 day, 14:39:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.5394 2021-06-19 17:04:27,102 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 1 day, 14:38:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4040, loss: 1.4040, grad_norm: 5.2959 2021-06-19 17:04:38,244 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 1 day, 14:38:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8695, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.3037 2021-06-19 17:04:49,377 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 1 day, 14:38:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4245, loss: 1.4245, grad_norm: 5.1700 2021-06-19 17:05:00,512 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 1 day, 14:38:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8602, loss_cls: 1.4500, loss: 1.4500, grad_norm: 5.4141 2021-06-19 17:05:11,654 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 1 day, 14:38:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4121, loss: 1.4121, grad_norm: 5.2972 2021-06-19 17:05:22,792 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 1 day, 14:37:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.5853 2021-06-19 17:05:33,911 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 1 day, 14:37:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.4341 2021-06-19 17:05:45,051 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 1 day, 14:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8594, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.3224 2021-06-19 17:05:56,199 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 1 day, 14:37:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8617, loss_cls: 1.4682, loss: 1.4682, grad_norm: 5.5181 2021-06-19 17:06:07,334 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 1 day, 14:37:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4900, loss: 1.4900, grad_norm: 5.3341 2021-06-19 17:06:18,449 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 1 day, 14:36:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.4181 2021-06-19 17:06:29,582 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 1 day, 14:36:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4165, loss: 1.4165, grad_norm: 5.2007 2021-06-19 17:06:40,715 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 1 day, 14:36:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.2125 2021-06-19 17:06:51,843 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 1 day, 14:36:13, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.4601 2021-06-19 17:07:03,005 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 1 day, 14:36:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5043, loss: 1.5043, grad_norm: 5.3822 2021-06-19 17:07:14,150 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 1 day, 14:35:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8617, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.4042 2021-06-19 17:07:25,273 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 1 day, 14:35:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.2115 2021-06-19 17:07:36,402 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 1 day, 14:35:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8570, loss_cls: 1.4827, loss: 1.4827, grad_norm: 5.3837 2021-06-19 17:07:47,531 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 1 day, 14:35:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8555, loss_cls: 1.4133, loss: 1.4133, grad_norm: 5.2818 2021-06-19 17:07:58,673 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 1 day, 14:35:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.2464 2021-06-19 17:08:09,817 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 1 day, 14:34:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.2720 2021-06-19 17:08:20,949 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 1 day, 14:34:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8609, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.5963 2021-06-19 17:08:32,080 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 1 day, 14:34:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.3331 2021-06-19 17:08:43,197 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 1 day, 14:34:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4468, loss: 1.4468, grad_norm: 5.3839 2021-06-19 17:08:54,377 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 1 day, 14:34:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4270, loss: 1.4270, grad_norm: 5.4163 2021-06-19 17:09:05,510 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 1 day, 14:33:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8602, loss_cls: 1.4333, loss: 1.4333, grad_norm: 5.3576 2021-06-19 17:09:16,663 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 1 day, 14:33:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.2536 2021-06-19 17:09:27,805 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 1 day, 14:33:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4501, loss: 1.4501, grad_norm: 5.4999 2021-06-19 17:09:38,964 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 1 day, 14:33:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.4105, loss: 1.4105, grad_norm: 5.5732 2021-06-19 17:09:50,093 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 1 day, 14:32:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8578, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.5968 2021-06-19 17:10:01,248 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 1 day, 14:32:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.4445 2021-06-19 17:10:12,355 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 1 day, 14:32:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.3543 2021-06-19 17:10:23,475 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 1 day, 14:32:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4135, loss: 1.4135, grad_norm: 5.2850 2021-06-19 17:10:34,604 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 1 day, 14:32:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.5257 2021-06-19 17:10:45,732 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 1 day, 14:31:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8617, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.3548 2021-06-19 17:10:56,879 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 1 day, 14:31:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.1822 2021-06-19 17:11:08,005 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 1 day, 14:31:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.0954 2021-06-19 17:11:19,140 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 1 day, 14:31:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4488, loss: 1.4488, grad_norm: 5.1675 2021-06-19 17:11:30,282 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 1 day, 14:31:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8562, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.3414 2021-06-19 17:11:41,431 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 1 day, 14:30:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8547, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.4706 2021-06-19 17:11:52,543 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 1 day, 14:30:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.3993 2021-06-19 17:12:03,690 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 1 day, 14:30:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.3746 2021-06-19 17:12:14,787 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 1 day, 14:30:21, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.2043 2021-06-19 17:12:25,928 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 1 day, 14:30:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8516, loss_cls: 1.5181, loss: 1.5181, grad_norm: 5.6782 2021-06-19 17:12:37,074 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 1 day, 14:29:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.2336 2021-06-19 17:12:48,226 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 1 day, 14:29:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8828, loss_cls: 1.2882, loss: 1.2882, grad_norm: 5.0120 2021-06-19 17:12:59,349 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 1 day, 14:29:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4782, loss: 1.4782, grad_norm: 5.4353 2021-06-19 17:13:10,490 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 1 day, 14:29:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3937, loss: 1.3937, grad_norm: 5.3178 2021-06-19 17:13:21,590 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 1 day, 14:29:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3582, loss: 1.3582, grad_norm: 5.3786 2021-06-19 17:13:32,729 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 1 day, 14:28:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8508, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.6445 2021-06-19 17:13:43,844 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 1 day, 14:28:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.2955 2021-06-19 17:13:54,994 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 1 day, 14:28:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8617, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.3291 2021-06-19 17:14:06,137 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 1 day, 14:28:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.3078 2021-06-19 17:14:17,303 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 1 day, 14:28:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3988, loss: 1.3988, grad_norm: 5.1304 2021-06-19 17:14:28,447 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 1 day, 14:27:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.5570 2021-06-19 17:14:39,601 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 1 day, 14:27:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.4655 2021-06-19 17:14:50,724 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 1 day, 14:27:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8352, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.4448 2021-06-19 17:15:01,874 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 1 day, 14:27:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8430, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.3860 2021-06-19 17:15:12,993 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 1 day, 14:27:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.9617 2021-06-19 17:15:24,159 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 1 day, 14:26:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8453, loss_cls: 1.5252, loss: 1.5252, grad_norm: 5.3833 2021-06-19 17:15:35,247 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 1 day, 14:26:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.4131, loss: 1.4131, grad_norm: 5.2317 2021-06-19 17:15:46,407 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 1 day, 14:26:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4142, loss: 1.4142, grad_norm: 5.3472 2021-06-19 17:15:57,528 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 1 day, 14:26:19, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.6820 2021-06-19 17:16:08,676 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 1 day, 14:26:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.4562, loss: 1.4562, grad_norm: 5.2759 2021-06-19 17:16:19,809 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 1 day, 14:25:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8531, loss_cls: 1.4630, loss: 1.4630, grad_norm: 5.2779 2021-06-19 17:16:30,938 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 1 day, 14:25:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8719, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.0022 2021-06-19 17:16:42,077 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 1 day, 14:25:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4404, loss: 1.4404, grad_norm: 5.2665 2021-06-19 17:16:53,216 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 1 day, 14:25:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.4317 2021-06-19 17:17:04,372 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 1 day, 14:25:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4094, loss: 1.4094, grad_norm: 5.3902 2021-06-19 17:17:15,515 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 1 day, 14:24:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8672, loss_cls: 1.4358, loss: 1.4358, grad_norm: 5.3108 2021-06-19 17:17:26,656 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 1 day, 14:24:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4506, loss: 1.4506, grad_norm: 5.3360 2021-06-19 17:17:37,795 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 1 day, 14:24:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8695, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.2839 2021-06-19 17:17:48,930 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 1 day, 14:24:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5557, loss: 1.5557, grad_norm: 5.5714 2021-06-19 17:18:00,066 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 1 day, 14:24:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.3653 2021-06-19 17:18:11,203 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 1 day, 14:23:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.3074 2021-06-19 17:18:22,339 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 1 day, 14:23:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3796, loss: 1.3796, grad_norm: 5.1550 2021-06-19 17:18:33,483 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 1 day, 14:23:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.4443 2021-06-19 17:18:44,633 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 1 day, 14:23:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4325, loss: 1.4325, grad_norm: 5.1073 2021-06-19 17:18:55,758 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 1 day, 14:23:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.3999, loss: 1.3999, grad_norm: 4.9966 2021-06-19 17:19:06,906 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 1 day, 14:22:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4929, loss: 1.4929, grad_norm: 5.4976 2021-06-19 17:19:18,021 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 1 day, 14:22:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.3586 2021-06-19 17:19:29,177 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 1 day, 14:22:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.3849, loss: 1.3849, grad_norm: 5.1851 2021-06-19 17:19:40,310 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 1 day, 14:22:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.4826, loss: 1.4826, grad_norm: 5.5771 2021-06-19 17:19:51,462 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 1 day, 14:22:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8508, loss_cls: 1.5047, loss: 1.5047, grad_norm: 5.3980 2021-06-19 17:20:03,481 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 1 day, 14:21:55, time: 0.602, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8508, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.4086 2021-06-19 17:20:14,568 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 1 day, 14:21:43, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4395, loss: 1.4395, grad_norm: 5.2242 2021-06-19 17:20:25,704 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 1 day, 14:21:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4900, loss: 1.4900, grad_norm: 5.3558 2021-06-19 17:20:36,834 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 1 day, 14:21:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8602, loss_cls: 1.4467, loss: 1.4467, grad_norm: 5.1268 2021-06-19 17:20:47,974 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 1 day, 14:21:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3769, loss: 1.3769, grad_norm: 5.2185 2021-06-19 17:20:59,097 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 1 day, 14:20:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.4197, loss: 1.4197, grad_norm: 5.3766 2021-06-19 17:21:16,781 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-06-19 17:23:15,060 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 1 day, 14:23:21, time: 5.804, data_time: 5.195, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.1579 2021-06-19 17:23:26,199 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 1 day, 14:23:09, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8836, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.2249 2021-06-19 17:23:37,302 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 1 day, 14:22:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8789, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.0679 2021-06-19 17:23:48,420 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 1 day, 14:22:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.2975 2021-06-19 17:23:59,546 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 1 day, 14:22:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3657, loss: 1.3657, grad_norm: 5.2364 2021-06-19 17:24:10,679 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 1 day, 14:22:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.1885 2021-06-19 17:24:21,799 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 1 day, 14:22:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8617, loss_cls: 1.4005, loss: 1.4005, grad_norm: 5.4173 2021-06-19 17:24:32,918 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 1 day, 14:21:56, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8523, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.5724 2021-06-19 17:24:44,021 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 1 day, 14:21:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4118, loss: 1.4118, grad_norm: 5.4549 2021-06-19 17:24:55,149 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 1 day, 14:21:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.1292 2021-06-19 17:25:07,585 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 1 day, 14:21:22, time: 0.617, data_time: 0.002, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.2128 2021-06-19 17:25:18,728 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 1 day, 14:21:10, time: 0.561, data_time: 0.007, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.3662 2021-06-19 17:25:29,865 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 1 day, 14:20:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3777, loss: 1.3777, grad_norm: 5.3662 2021-06-19 17:25:41,004 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 1 day, 14:20:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.2352 2021-06-19 17:25:52,143 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 1 day, 14:20:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4177, loss: 1.4177, grad_norm: 5.4346 2021-06-19 17:26:03,298 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 1 day, 14:20:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.4062 2021-06-19 17:26:14,423 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 1 day, 14:20:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.4971 2021-06-19 17:26:25,558 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 1 day, 14:19:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.4161 2021-06-19 17:26:36,702 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 1 day, 14:19:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4494, loss: 1.4494, grad_norm: 5.4423 2021-06-19 17:26:47,854 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 1 day, 14:19:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8719, loss_cls: 1.3899, loss: 1.3899, grad_norm: 5.5512 2021-06-19 17:26:59,008 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 1 day, 14:19:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.3705, loss: 1.3705, grad_norm: 5.3151 2021-06-19 17:27:10,159 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 1 day, 14:19:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.3859 2021-06-19 17:27:21,287 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 1 day, 14:18:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.5026 2021-06-19 17:27:32,436 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 1 day, 14:18:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.1568 2021-06-19 17:27:43,585 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 1 day, 14:18:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8672, loss_cls: 1.3839, loss: 1.3839, grad_norm: 5.4326 2021-06-19 17:27:54,733 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 1 day, 14:18:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.2765, loss: 1.2765, grad_norm: 5.0790 2021-06-19 17:28:05,859 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 1 day, 14:18:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8680, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.6198 2021-06-19 17:28:17,005 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 1 day, 14:17:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.3931, loss: 1.3931, grad_norm: 5.6085 2021-06-19 17:28:28,146 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 1 day, 14:17:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.3007 2021-06-19 17:28:39,290 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 1 day, 14:17:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1609 2021-06-19 17:28:50,448 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 1 day, 14:17:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.1930 2021-06-19 17:29:01,595 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 1 day, 14:17:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3829, loss: 1.3829, grad_norm: 5.4226 2021-06-19 17:29:12,882 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 1 day, 14:16:56, time: 0.565, data_time: 0.010, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8516, loss_cls: 1.4517, loss: 1.4517, grad_norm: 5.6152 2021-06-19 17:29:24,023 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 1 day, 14:16:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.2111 2021-06-19 17:29:35,178 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 1 day, 14:16:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.2438 2021-06-19 17:29:46,327 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 1 day, 14:16:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.2825 2021-06-19 17:29:57,474 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 1 day, 14:16:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.1634 2021-06-19 17:30:08,612 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 1 day, 14:15:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.2844 2021-06-19 17:30:19,710 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 1 day, 14:15:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4065, loss: 1.4065, grad_norm: 5.3171 2021-06-19 17:30:30,849 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 1 day, 14:15:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8547, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.4871 2021-06-19 17:30:41,997 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 1 day, 14:15:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.5220 2021-06-19 17:30:53,135 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 1 day, 14:15:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.4239, loss: 1.4239, grad_norm: 5.5302 2021-06-19 17:31:04,291 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 1 day, 14:14:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8727, loss_cls: 1.3420, loss: 1.3420, grad_norm: 5.2440 2021-06-19 17:31:15,425 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 1 day, 14:14:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.4665 2021-06-19 17:31:26,592 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 1 day, 14:14:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.3800 2021-06-19 17:31:37,730 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 1 day, 14:14:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.1719 2021-06-19 17:31:48,866 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 1 day, 14:14:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.3464 2021-06-19 17:31:59,991 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 1 day, 14:13:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8539, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.5379 2021-06-19 17:32:11,130 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 1 day, 14:13:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8609, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.2544 2021-06-19 17:32:22,271 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 1 day, 14:13:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8672, loss_cls: 1.3891, loss: 1.3891, grad_norm: 5.3223 2021-06-19 17:32:33,436 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 1 day, 14:13:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3725, loss: 1.3725, grad_norm: 5.2320 2021-06-19 17:32:44,583 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 1 day, 14:13:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.2444 2021-06-19 17:32:55,731 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 1 day, 14:12:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.3154 2021-06-19 17:33:06,857 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 1 day, 14:12:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.2928 2021-06-19 17:33:17,984 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 1 day, 14:12:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8672, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.4583 2021-06-19 17:33:29,132 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 1 day, 14:12:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8852, loss_cls: 1.3589, loss: 1.3589, grad_norm: 5.4738 2021-06-19 17:33:40,269 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 1 day, 14:12:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.3106 2021-06-19 17:33:51,410 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 1 day, 14:11:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.2858 2021-06-19 17:34:02,567 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 1 day, 14:11:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3851, loss: 1.3851, grad_norm: 5.2489 2021-06-19 17:34:13,714 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 1 day, 14:11:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.4458 2021-06-19 17:34:24,870 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 1 day, 14:11:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.6800 2021-06-19 17:34:36,004 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 1 day, 14:11:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.3127 2021-06-19 17:34:47,157 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 1 day, 14:10:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8742, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.3504 2021-06-19 17:34:58,290 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 1 day, 14:10:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4407, loss: 1.4407, grad_norm: 5.4920 2021-06-19 17:35:09,407 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 1 day, 14:10:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.4253, loss: 1.4253, grad_norm: 5.4944 2021-06-19 17:35:20,540 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 1 day, 14:10:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8641, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.5545 2021-06-19 17:35:31,729 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 1 day, 14:10:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4773, loss: 1.4773, grad_norm: 5.5281 2021-06-19 17:35:42,828 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 1 day, 14:09:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.3194 2021-06-19 17:35:53,960 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 1 day, 14:09:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.2437 2021-06-19 17:36:05,104 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 1 day, 14:09:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3769, loss: 1.3769, grad_norm: 5.2680 2021-06-19 17:36:16,232 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 1 day, 14:09:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.3010 2021-06-19 17:36:27,420 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 1 day, 14:09:03, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.3660 2021-06-19 17:36:38,518 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 1 day, 14:08:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.5023 2021-06-19 17:36:49,657 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 1 day, 14:08:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4152, loss: 1.4152, grad_norm: 5.2941 2021-06-19 17:37:00,793 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 1 day, 14:08:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8648, loss_cls: 1.3952, loss: 1.3952, grad_norm: 5.2347 2021-06-19 17:37:11,939 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 1 day, 14:08:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8516, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.3641 2021-06-19 17:37:23,090 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 1 day, 14:08:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4267, loss: 1.4267, grad_norm: 5.5033 2021-06-19 17:37:34,221 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 1 day, 14:07:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3671, loss: 1.3671, grad_norm: 5.2007 2021-06-19 17:37:45,359 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 1 day, 14:07:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.2508 2021-06-19 17:37:56,517 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 1 day, 14:07:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4651, loss: 1.4651, grad_norm: 5.2155 2021-06-19 17:38:07,661 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 1 day, 14:07:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.2037 2021-06-19 17:38:18,807 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 1 day, 14:07:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4175, loss: 1.4175, grad_norm: 5.4983 2021-06-19 17:38:29,934 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 1 day, 14:06:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4329, loss: 1.4329, grad_norm: 5.4106 2021-06-19 17:38:41,057 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 1 day, 14:06:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.3422 2021-06-19 17:38:52,189 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 1 day, 14:06:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.4148 2021-06-19 17:39:03,355 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 1 day, 14:06:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.3247 2021-06-19 17:39:14,482 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 1 day, 14:06:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.3370 2021-06-19 17:39:25,624 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 1 day, 14:05:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3470, loss: 1.3470, grad_norm: 5.1401 2021-06-19 17:39:36,754 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 1 day, 14:05:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8664, loss_cls: 1.4012, loss: 1.4012, grad_norm: 5.2200 2021-06-19 17:39:47,892 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 1 day, 14:05:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8562, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.2583 2021-06-19 17:39:59,054 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 1 day, 14:05:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3873, loss: 1.3873, grad_norm: 5.2281 2021-06-19 17:40:10,162 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 1 day, 14:05:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.2800 2021-06-19 17:40:21,306 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 1 day, 14:04:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.3818, loss: 1.3818, grad_norm: 5.2318 2021-06-19 17:40:32,459 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 1 day, 14:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8570, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.2892 2021-06-19 17:40:43,605 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 1 day, 14:04:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.2649 2021-06-19 17:40:54,745 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 1 day, 14:04:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8664, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.3490 2021-06-19 17:41:05,881 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 1 day, 14:04:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8453, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.6678 2021-06-19 17:41:17,011 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 1 day, 14:03:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3720, loss: 1.3720, grad_norm: 5.2651 2021-06-19 17:41:28,163 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 1 day, 14:03:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.5415 2021-06-19 17:41:39,311 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 1 day, 14:03:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3956, loss: 1.3956, grad_norm: 5.2438 2021-06-19 17:41:50,475 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 1 day, 14:03:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.3565 2021-06-19 17:42:01,626 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 1 day, 14:03:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3858, loss: 1.3858, grad_norm: 5.1713 2021-06-19 17:42:12,762 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 1 day, 14:02:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8641, loss_cls: 1.4412, loss: 1.4412, grad_norm: 5.5724 2021-06-19 17:42:23,888 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 1 day, 14:02:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8648, loss_cls: 1.4224, loss: 1.4224, grad_norm: 5.4364 2021-06-19 17:42:35,049 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 1 day, 14:02:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4637, loss: 1.4637, grad_norm: 5.5933 2021-06-19 17:42:46,193 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 1 day, 14:02:12, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.6135 2021-06-19 17:42:57,337 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 1 day, 14:02:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8695, loss_cls: 1.3871, loss: 1.3871, grad_norm: 5.5050 2021-06-19 17:43:08,465 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 1 day, 14:01:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.4991, loss: 1.4991, grad_norm: 5.5808 2021-06-19 17:43:19,586 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 1 day, 14:01:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.4616 2021-06-19 17:43:30,716 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 1 day, 14:01:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8688, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.4216 2021-06-19 17:43:41,861 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 1 day, 14:01:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.4458 2021-06-19 17:43:53,006 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 1 day, 14:00:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8680, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.2518 2021-06-19 17:44:04,140 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 1 day, 14:00:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.4131, loss: 1.4131, grad_norm: 5.3120 2021-06-19 17:44:15,273 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 1 day, 14:00:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8633, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.3448 2021-06-19 17:44:26,424 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 1 day, 14:00:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8539, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.4188 2021-06-19 17:44:37,567 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 1 day, 14:00:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4606, loss: 1.4606, grad_norm: 5.2950 2021-06-19 17:44:48,716 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 1 day, 13:59:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.2356 2021-06-19 17:44:59,855 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 1 day, 13:59:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.3166 2021-06-19 17:45:11,017 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 1 day, 13:59:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.4012 2021-06-19 17:45:22,124 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 1 day, 13:59:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8648, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.4615 2021-06-19 17:45:33,276 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 1 day, 13:59:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.3782 2021-06-19 17:45:44,434 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 1 day, 13:58:58, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8758, loss_cls: 1.3371, loss: 1.3371, grad_norm: 5.3709 2021-06-19 17:45:55,581 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 1 day, 13:58:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8570, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.5249 2021-06-19 17:46:06,719 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 1 day, 13:58:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.4906 2021-06-19 17:46:17,863 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 1 day, 13:58:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3690, loss: 1.3690, grad_norm: 5.3314 2021-06-19 17:46:29,002 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 1 day, 13:58:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.4007 2021-06-19 17:46:40,130 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 1 day, 13:57:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4123, loss: 1.4123, grad_norm: 5.4943 2021-06-19 17:46:51,266 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 1 day, 13:57:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.5641 2021-06-19 17:47:02,396 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 1 day, 13:57:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.4947 2021-06-19 17:47:13,530 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 1 day, 13:57:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4754, loss: 1.4754, grad_norm: 5.5228 2021-06-19 17:47:24,671 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 1 day, 13:57:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.4917 2021-06-19 17:47:35,815 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 1 day, 13:56:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4630, loss: 1.4630, grad_norm: 5.4582 2021-06-19 17:47:46,955 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 1 day, 13:56:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.5562 2021-06-19 17:47:58,106 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 1 day, 13:56:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3715, loss: 1.3715, grad_norm: 5.3849 2021-06-19 17:48:09,243 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 1 day, 13:56:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.3946 2021-06-19 17:48:20,365 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 1 day, 13:56:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.3304 2021-06-19 17:48:31,497 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 1 day, 13:55:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3825, loss: 1.3825, grad_norm: 5.3042 2021-06-19 17:48:42,635 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 1 day, 13:55:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3051, loss: 1.3051, grad_norm: 5.3766 2021-06-19 17:48:53,780 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 1 day, 13:55:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.4401, loss: 1.4401, grad_norm: 5.4988 2021-06-19 17:49:04,924 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 1 day, 13:55:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8719, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.5944 2021-06-19 17:49:16,064 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 1 day, 13:55:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8711, loss_cls: 1.4213, loss: 1.4213, grad_norm: 5.5285 2021-06-19 17:49:27,194 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 1 day, 13:54:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8711, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.5665 2021-06-19 17:49:38,320 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 1 day, 13:54:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3563, loss: 1.3563, grad_norm: 5.3208 2021-06-19 17:49:49,451 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 1 day, 13:54:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3547, loss: 1.3547, grad_norm: 5.4002 2021-06-19 17:50:00,605 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 1 day, 13:54:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5447, loss: 1.5447, grad_norm: 5.6015 2021-06-19 17:50:11,744 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 1 day, 13:54:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4648, loss: 1.4648, grad_norm: 5.4316 2021-06-19 17:50:22,898 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 1 day, 13:53:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4281, loss: 1.4281, grad_norm: 5.2065 2021-06-19 17:50:34,030 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 1 day, 13:53:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.4051, loss: 1.4051, grad_norm: 5.4155 2021-06-19 17:50:45,183 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 1 day, 13:53:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8531, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.5244 2021-06-19 17:50:56,317 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 1 day, 13:53:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4676, loss: 1.4676, grad_norm: 5.2466 2021-06-19 17:51:07,473 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 1 day, 13:53:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8773, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.2169 2021-06-19 17:51:18,611 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 1 day, 13:52:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8586, loss_cls: 1.4670, loss: 1.4670, grad_norm: 5.4120 2021-06-19 17:51:29,744 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 1 day, 13:52:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8680, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.3201 2021-06-19 17:51:40,890 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 1 day, 13:52:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8664, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.2363 2021-06-19 17:51:52,047 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 1 day, 13:52:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8828, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.4064 2021-06-19 17:52:03,200 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 1 day, 13:52:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.3836, loss: 1.3836, grad_norm: 5.5067 2021-06-19 17:52:14,329 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 1 day, 13:51:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8547, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.5092 2021-06-19 17:52:25,479 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 1 day, 13:51:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.4812 2021-06-19 17:52:36,643 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 1 day, 13:51:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4686, loss: 1.4686, grad_norm: 5.4136 2021-06-19 17:52:47,791 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 1 day, 13:51:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.3466, loss: 1.3466, grad_norm: 5.2617 2021-06-19 17:52:58,948 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 1 day, 13:51:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.2185 2021-06-19 17:53:10,082 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 1 day, 13:50:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5402, loss: 1.5402, grad_norm: 5.5384 2021-06-19 17:53:21,217 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 1 day, 13:50:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.4036 2021-06-19 17:53:32,340 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 1 day, 13:50:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.4012, loss: 1.4012, grad_norm: 5.4206 2021-06-19 17:53:43,499 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 1 day, 13:50:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4094, loss: 1.4094, grad_norm: 5.2400 2021-06-19 17:53:54,629 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 1 day, 13:50:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.2009 2021-06-19 17:54:05,774 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 1 day, 13:49:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8445, loss_cls: 1.5013, loss: 1.5013, grad_norm: 5.4655 2021-06-19 17:54:16,926 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 1 day, 13:49:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.5193 2021-06-19 17:54:28,076 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 1 day, 13:49:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8570, loss_cls: 1.4629, loss: 1.4629, grad_norm: 5.4193 2021-06-19 17:54:39,228 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 1 day, 13:49:18, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.4578 2021-06-19 17:54:50,363 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 1 day, 13:49:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8695, loss_cls: 1.3968, loss: 1.3968, grad_norm: 5.2020 2021-06-19 17:55:01,523 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 1 day, 13:48:54, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4765, loss: 1.4765, grad_norm: 5.3022 2021-06-19 17:55:12,662 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 1 day, 13:48:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.1410 2021-06-19 17:55:23,819 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 1 day, 13:48:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.3366 2021-06-19 17:55:34,955 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 1 day, 13:48:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.5550 2021-06-19 17:55:46,121 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 1 day, 13:48:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.4663 2021-06-19 17:55:57,276 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 1 day, 13:47:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.5802 2021-06-19 17:56:08,447 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 1 day, 13:47:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3985, loss: 1.3985, grad_norm: 5.2227 2021-06-19 17:56:19,580 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 1 day, 13:47:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8648, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.3105 2021-06-19 17:56:30,726 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 1 day, 13:47:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4587, loss: 1.4587, grad_norm: 5.4122 2021-06-19 17:56:41,872 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 1 day, 13:47:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.4954 2021-06-19 17:56:53,024 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 1 day, 13:46:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8648, loss_cls: 1.4435, loss: 1.4435, grad_norm: 5.2901 2021-06-19 17:57:04,191 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 1 day, 13:46:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8602, loss_cls: 1.4291, loss: 1.4291, grad_norm: 5.3055 2021-06-19 17:57:15,316 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 1 day, 13:46:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5148, loss: 1.5148, grad_norm: 5.3352 2021-06-19 17:57:26,460 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 1 day, 13:46:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.2912 2021-06-19 17:57:37,607 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 1 day, 13:46:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3873, loss: 1.3873, grad_norm: 5.3226 2021-06-19 17:57:48,734 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 1 day, 13:45:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.3883 2021-06-19 17:58:04,432 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-06-19 17:59:49,734 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 1 day, 13:47:54, time: 5.248, data_time: 4.563, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 5.0308 2021-06-19 18:00:00,890 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 1 day, 13:47:42, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.3841 2021-06-19 18:00:13,528 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 1 day, 13:47:33, time: 0.632, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8586, loss_cls: 1.4255, loss: 1.4255, grad_norm: 5.3702 2021-06-19 18:00:24,629 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 1 day, 13:47:20, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.1148 2021-06-19 18:00:35,735 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 1 day, 13:47:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.7807 2021-06-19 18:00:46,844 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 1 day, 13:46:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.4135 2021-06-19 18:00:57,969 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 1 day, 13:46:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8711, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.3309 2021-06-19 18:01:09,107 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 1 day, 13:46:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8695, loss_cls: 1.3496, loss: 1.3496, grad_norm: 5.2576 2021-06-19 18:01:20,220 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 1 day, 13:46:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.2740 2021-06-19 18:01:31,334 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 1 day, 13:46:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.2489 2021-06-19 18:01:42,497 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 1 day, 13:45:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.3899 2021-06-19 18:01:53,635 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 1 day, 13:45:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3262, loss: 1.3262, grad_norm: 5.2143 2021-06-19 18:02:04,765 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 1 day, 13:45:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.4837, loss: 1.4837, grad_norm: 5.3397 2021-06-19 18:02:15,892 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 1 day, 13:45:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.0219 2021-06-19 18:02:27,033 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 1 day, 13:45:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.3898, loss: 1.3898, grad_norm: 5.2834 2021-06-19 18:02:38,159 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 1 day, 13:44:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3501, loss: 1.3501, grad_norm: 5.2514 2021-06-19 18:02:49,299 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 1 day, 13:44:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.3440 2021-06-19 18:03:00,447 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 1 day, 13:44:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8641, loss_cls: 1.3720, loss: 1.3720, grad_norm: 5.3452 2021-06-19 18:03:11,596 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 1 day, 13:44:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8820, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.2951 2021-06-19 18:03:22,750 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 1 day, 13:44:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.3637 2021-06-19 18:03:33,838 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 1 day, 13:43:54, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3834, loss: 1.3834, grad_norm: 5.5333 2021-06-19 18:03:44,988 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 1 day, 13:43:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8609, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.5851 2021-06-19 18:03:56,139 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 1 day, 13:43:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8781, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.2358 2021-06-19 18:04:07,277 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 1 day, 13:43:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.4040, loss: 1.4040, grad_norm: 5.3466 2021-06-19 18:04:18,421 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 1 day, 13:43:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.3223 2021-06-19 18:04:29,568 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 1 day, 13:42:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3585, loss: 1.3585, grad_norm: 5.2609 2021-06-19 18:04:40,706 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 1 day, 13:42:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8695, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.3300 2021-06-19 18:04:51,911 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 1 day, 13:42:30, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3575, loss: 1.3575, grad_norm: 5.3009 2021-06-19 18:05:03,710 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 1 day, 13:42:19, time: 0.590, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.1580 2021-06-19 18:05:14,851 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 1 day, 13:42:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.5020 2021-06-19 18:05:26,002 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 1 day, 13:41:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3133, loss: 1.3133, grad_norm: 5.3524 2021-06-19 18:05:37,155 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 1 day, 13:41:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.2559 2021-06-19 18:05:48,294 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 1 day, 13:41:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.3751 2021-06-19 18:05:59,454 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 1 day, 13:41:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8805, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.4838 2021-06-19 18:06:10,604 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 1 day, 13:41:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8602, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.3838 2021-06-19 18:06:21,740 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 1 day, 13:40:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4133, loss: 1.4133, grad_norm: 5.3323 2021-06-19 18:06:32,870 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 1 day, 13:40:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8695, loss_cls: 1.3984, loss: 1.3984, grad_norm: 5.0932 2021-06-19 18:06:43,998 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 1 day, 13:40:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.4038, loss: 1.4038, grad_norm: 5.2880 2021-06-19 18:06:55,140 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 1 day, 13:40:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8805, loss_cls: 1.2970, loss: 1.2970, grad_norm: 5.2931 2021-06-19 18:07:06,294 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 1 day, 13:40:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.3093, loss: 1.3093, grad_norm: 5.2439 2021-06-19 18:07:17,419 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 1 day, 13:39:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8633, loss_cls: 1.4051, loss: 1.4051, grad_norm: 5.3839 2021-06-19 18:07:28,576 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 1 day, 13:39:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.3285 2021-06-19 18:07:39,705 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 1 day, 13:39:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4034, loss: 1.4034, grad_norm: 5.2266 2021-06-19 18:07:50,860 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 1 day, 13:39:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.1741 2021-06-19 18:08:01,997 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 1 day, 13:39:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4634, loss: 1.4634, grad_norm: 5.5671 2021-06-19 18:08:13,095 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 1 day, 13:38:53, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.4095 2021-06-19 18:08:24,255 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 1 day, 13:38:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3455, loss: 1.3455, grad_norm: 5.3356 2021-06-19 18:08:35,390 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 1 day, 13:38:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4387, loss: 1.4387, grad_norm: 5.5651 2021-06-19 18:08:46,515 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 1 day, 13:38:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8766, loss_cls: 1.3324, loss: 1.3324, grad_norm: 5.2383 2021-06-19 18:08:57,670 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 1 day, 13:38:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8680, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.1900 2021-06-19 18:09:08,814 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 1 day, 13:37:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8539, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.4534 2021-06-19 18:09:19,939 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 1 day, 13:37:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.3110 2021-06-19 18:09:31,078 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 1 day, 13:37:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8758, loss_cls: 1.3371, loss: 1.3371, grad_norm: 5.2637 2021-06-19 18:09:42,209 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 1 day, 13:37:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.3781 2021-06-19 18:09:53,353 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 1 day, 13:37:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3685, loss: 1.3685, grad_norm: 5.4602 2021-06-19 18:10:04,494 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 1 day, 13:36:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4004, loss: 1.4004, grad_norm: 5.4629 2021-06-19 18:10:15,648 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 1 day, 13:36:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8820, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.4583 2021-06-19 18:10:26,787 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 1 day, 13:36:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.4199, loss: 1.4199, grad_norm: 5.3989 2021-06-19 18:10:37,916 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 1 day, 13:36:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3545, loss: 1.3545, grad_norm: 5.2711 2021-06-19 18:10:49,047 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 1 day, 13:36:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.3085 2021-06-19 18:11:00,203 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 1 day, 13:35:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8734, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.5912 2021-06-19 18:11:11,370 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 1 day, 13:35:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8773, loss_cls: 1.3354, loss: 1.3354, grad_norm: 5.2126 2021-06-19 18:11:22,518 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 1 day, 13:35:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8531, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.5157 2021-06-19 18:11:33,648 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 1 day, 13:35:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3920, loss: 1.3920, grad_norm: 5.1273 2021-06-19 18:11:44,781 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 1 day, 13:35:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4021, loss: 1.4021, grad_norm: 5.1553 2021-06-19 18:11:55,912 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 1 day, 13:34:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4979, loss: 1.4979, grad_norm: 5.4697 2021-06-19 18:12:07,056 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 1 day, 13:34:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.3393 2021-06-19 18:12:18,196 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 1 day, 13:34:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8758, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.5598 2021-06-19 18:12:29,327 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 1 day, 13:34:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8617, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.4256 2021-06-19 18:12:40,463 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 1 day, 13:34:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8766, loss_cls: 1.3153, loss: 1.3153, grad_norm: 5.2115 2021-06-19 18:12:51,588 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 1 day, 13:33:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.5655 2021-06-19 18:13:02,741 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 1 day, 13:33:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4395, loss: 1.4395, grad_norm: 5.4077 2021-06-19 18:13:13,883 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 1 day, 13:33:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.3438 2021-06-19 18:13:25,024 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 1 day, 13:33:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.4039 2021-06-19 18:13:36,175 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 1 day, 13:33:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8828, loss_cls: 1.3647, loss: 1.3647, grad_norm: 5.2545 2021-06-19 18:13:47,298 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 1 day, 13:32:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.4409 2021-06-19 18:13:58,437 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 1 day, 13:32:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8703, loss_cls: 1.3837, loss: 1.3837, grad_norm: 5.3941 2021-06-19 18:14:09,569 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 1 day, 13:32:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3672, loss: 1.3672, grad_norm: 5.3894 2021-06-19 18:14:20,710 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 1 day, 13:32:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8797, loss_cls: 1.3332, loss: 1.3332, grad_norm: 5.4813 2021-06-19 18:14:31,845 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 1 day, 13:32:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.4755 2021-06-19 18:14:42,989 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 1 day, 13:31:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.3942 2021-06-19 18:14:54,107 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 1 day, 13:31:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4027, loss: 1.4027, grad_norm: 5.2803 2021-06-19 18:15:05,260 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 1 day, 13:31:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8703, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.4028 2021-06-19 18:15:16,396 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 1 day, 13:31:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3974, loss: 1.3974, grad_norm: 5.2722 2021-06-19 18:15:27,537 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 1 day, 13:31:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.2127 2021-06-19 18:15:38,682 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 1 day, 13:30:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.4107, loss: 1.4107, grad_norm: 5.3209 2021-06-19 18:15:49,836 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 1 day, 13:30:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.4964 2021-06-19 18:16:00,975 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 1 day, 13:30:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4921, loss: 1.4921, grad_norm: 5.4546 2021-06-19 18:16:12,106 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 1 day, 13:30:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5317, loss: 1.5317, grad_norm: 5.5988 2021-06-19 18:16:23,255 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 1 day, 13:30:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3990, loss: 1.3990, grad_norm: 5.3555 2021-06-19 18:16:34,414 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 1 day, 13:29:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.3968 2021-06-19 18:16:45,582 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 1 day, 13:29:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8711, loss_cls: 1.3954, loss: 1.3954, grad_norm: 5.5241 2021-06-19 18:16:56,733 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 1 day, 13:29:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.4089, loss: 1.4089, grad_norm: 5.4256 2021-06-19 18:17:07,887 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 1 day, 13:29:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8570, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.6345 2021-06-19 18:17:19,020 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 1 day, 13:29:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3797, loss: 1.3797, grad_norm: 5.3050 2021-06-19 18:17:30,164 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 1 day, 13:28:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.6251 2021-06-19 18:17:41,291 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 1 day, 13:28:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.3207 2021-06-19 18:17:52,428 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 1 day, 13:28:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3635, loss: 1.3635, grad_norm: 5.1923 2021-06-19 18:18:03,562 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 1 day, 13:28:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3741, loss: 1.3741, grad_norm: 5.2283 2021-06-19 18:18:14,708 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 1 day, 13:28:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8617, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.4847 2021-06-19 18:18:25,861 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 1 day, 13:27:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.3991 2021-06-19 18:18:37,076 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 1 day, 13:27:36, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.2300 2021-06-19 18:18:48,161 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 1 day, 13:27:24, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3767, loss: 1.3767, grad_norm: 5.0625 2021-06-19 18:18:59,282 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 1 day, 13:27:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4243, loss: 1.4243, grad_norm: 5.4699 2021-06-19 18:19:10,435 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 1 day, 13:27:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3802, loss: 1.3802, grad_norm: 5.1937 2021-06-19 18:19:21,567 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 1 day, 13:26:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.5315, loss: 1.5315, grad_norm: 5.4841 2021-06-19 18:19:32,714 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 1 day, 13:26:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4161, loss: 1.4161, grad_norm: 5.3423 2021-06-19 18:19:43,854 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 1 day, 13:26:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.4974, loss: 1.4974, grad_norm: 5.5588 2021-06-19 18:19:54,991 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 1 day, 13:26:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.2644 2021-06-19 18:20:06,130 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 1 day, 13:25:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.3172 2021-06-19 18:20:17,269 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 1 day, 13:25:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.5707 2021-06-19 18:20:28,426 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 1 day, 13:25:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.1453 2021-06-19 18:20:39,552 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 1 day, 13:25:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3702, loss: 1.3702, grad_norm: 5.4345 2021-06-19 18:20:50,682 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 1 day, 13:25:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8750, loss_cls: 1.4161, loss: 1.4161, grad_norm: 5.5811 2021-06-19 18:21:01,840 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 1 day, 13:24:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8648, loss_cls: 1.3978, loss: 1.3978, grad_norm: 5.3284 2021-06-19 18:21:12,988 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 1 day, 13:24:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4921, loss: 1.4921, grad_norm: 5.4030 2021-06-19 18:21:24,133 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 1 day, 13:24:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.2964 2021-06-19 18:21:35,270 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 1 day, 13:24:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3234, loss: 1.3234, grad_norm: 5.4422 2021-06-19 18:21:46,390 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 1 day, 13:24:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.4103, loss: 1.4103, grad_norm: 5.4684 2021-06-19 18:21:57,525 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 1 day, 13:23:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8617, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.2812 2021-06-19 18:22:08,672 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 1 day, 13:23:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.3203, loss: 1.3203, grad_norm: 5.2653 2021-06-19 18:22:19,808 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 1 day, 13:23:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4276, loss: 1.4276, grad_norm: 5.6011 2021-06-19 18:22:30,937 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 1 day, 13:23:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8547, loss_cls: 1.4544, loss: 1.4544, grad_norm: 5.4073 2021-06-19 18:22:42,071 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 1 day, 13:23:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4613, loss: 1.4613, grad_norm: 5.3112 2021-06-19 18:22:53,183 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 1 day, 13:22:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4372, loss: 1.4372, grad_norm: 5.2502 2021-06-19 18:23:04,340 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 1 day, 13:22:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8695, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.0782 2021-06-19 18:23:15,476 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 1 day, 13:22:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8320, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.3616 2021-06-19 18:23:26,625 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 1 day, 13:22:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3929, loss: 1.3929, grad_norm: 5.3053 2021-06-19 18:23:37,762 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 1 day, 13:22:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3871, loss: 1.3871, grad_norm: 5.2887 2021-06-19 18:23:48,899 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 1 day, 13:21:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4026, loss: 1.4026, grad_norm: 5.4036 2021-06-19 18:24:00,036 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 1 day, 13:21:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5808, loss: 1.5808, grad_norm: 5.4144 2021-06-19 18:24:11,185 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 1 day, 13:21:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8820, loss_cls: 1.2877, loss: 1.2877, grad_norm: 5.0131 2021-06-19 18:24:22,314 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 1 day, 13:21:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4345, loss: 1.4345, grad_norm: 5.1974 2021-06-19 18:24:33,465 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 1 day, 13:21:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8711, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.2390 2021-06-19 18:24:44,626 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 1 day, 13:20:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8727, loss_cls: 1.3552, loss: 1.3552, grad_norm: 5.3145 2021-06-19 18:24:55,784 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 1 day, 13:20:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3622, loss: 1.3622, grad_norm: 5.2221 2021-06-19 18:25:06,958 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 1 day, 13:20:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8609, loss_cls: 1.4229, loss: 1.4229, grad_norm: 5.3217 2021-06-19 18:25:18,101 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 1 day, 13:20:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.4106, loss: 1.4106, grad_norm: 5.3528 2021-06-19 18:25:29,296 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 1 day, 13:20:09, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8664, loss_cls: 1.3890, loss: 1.3890, grad_norm: 5.3293 2021-06-19 18:25:40,461 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 1 day, 13:19:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8633, loss_cls: 1.4237, loss: 1.4237, grad_norm: 5.3227 2021-06-19 18:25:51,618 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 1 day, 13:19:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4089, loss: 1.4089, grad_norm: 5.2341 2021-06-19 18:26:02,742 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 1 day, 13:19:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4318, loss: 1.4318, grad_norm: 5.2421 2021-06-19 18:26:13,848 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 1 day, 13:19:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8672, loss_cls: 1.3933, loss: 1.3933, grad_norm: 5.1493 2021-06-19 18:26:25,007 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 1 day, 13:19:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4623, loss: 1.4623, grad_norm: 5.3403 2021-06-19 18:26:36,180 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 1 day, 13:18:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.4375 2021-06-19 18:26:47,326 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 1 day, 13:18:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8664, loss_cls: 1.3654, loss: 1.3654, grad_norm: 5.5187 2021-06-19 18:26:58,445 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 1 day, 13:18:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.5494 2021-06-19 18:27:09,605 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 1 day, 13:18:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.4600 2021-06-19 18:27:20,730 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 1 day, 13:18:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4150, loss: 1.4150, grad_norm: 5.4191 2021-06-19 18:27:31,888 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 1 day, 13:17:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3495, loss: 1.3495, grad_norm: 5.3452 2021-06-19 18:27:43,035 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 1 day, 13:17:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4115, loss: 1.4115, grad_norm: 5.2658 2021-06-19 18:27:54,189 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 1 day, 13:17:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8727, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.3114 2021-06-19 18:28:05,307 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 1 day, 13:17:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.4645 2021-06-19 18:28:16,439 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 1 day, 13:17:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8719, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.4122 2021-06-19 18:28:27,582 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 1 day, 13:16:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.4239 2021-06-19 18:28:38,726 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 1 day, 13:16:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8547, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.5861 2021-06-19 18:28:49,884 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 1 day, 13:16:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.3351 2021-06-19 18:29:01,015 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 1 day, 13:16:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8539, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.5366 2021-06-19 18:29:12,156 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 1 day, 13:16:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.3073 2021-06-19 18:29:23,295 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 1 day, 13:15:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8648, loss_cls: 1.3925, loss: 1.3925, grad_norm: 5.5124 2021-06-19 18:29:34,429 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 1 day, 13:15:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.3963, loss: 1.3963, grad_norm: 5.4757 2021-06-19 18:29:45,563 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 1 day, 13:15:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8844, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.2492 2021-06-19 18:29:56,695 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 1 day, 13:15:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.3725 2021-06-19 18:30:07,842 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 1 day, 13:15:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8523, loss_cls: 1.5232, loss: 1.5232, grad_norm: 5.5244 2021-06-19 18:30:18,973 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 1 day, 13:14:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.2378 2021-06-19 18:30:30,113 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 1 day, 13:14:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4522, loss: 1.4522, grad_norm: 5.2800 2021-06-19 18:30:41,274 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 1 day, 13:14:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.3010 2021-06-19 18:30:52,395 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 1 day, 13:14:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8578, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.3965 2021-06-19 18:31:03,532 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 1 day, 13:14:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.3237 2021-06-19 18:31:14,672 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 1 day, 13:13:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8531, loss_cls: 1.4666, loss: 1.4666, grad_norm: 5.4525 2021-06-19 18:31:25,819 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 1 day, 13:13:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4610, loss: 1.4610, grad_norm: 5.4055 2021-06-19 18:31:36,969 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 1 day, 13:13:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.5018, loss: 1.5018, grad_norm: 5.3649 2021-06-19 18:31:48,100 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 1 day, 13:13:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4828, loss: 1.4828, grad_norm: 5.4449 2021-06-19 18:31:59,243 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 1 day, 13:13:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.5870 2021-06-19 18:32:10,370 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 1 day, 13:12:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4634, loss: 1.4634, grad_norm: 5.3661 2021-06-19 18:32:21,501 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 1 day, 13:12:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.2729 2021-06-19 18:32:32,620 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 1 day, 13:12:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.4228, loss: 1.4228, grad_norm: 5.4055 2021-06-19 18:32:43,776 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 1 day, 13:12:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4687, loss: 1.4687, grad_norm: 5.4308 2021-06-19 18:32:54,929 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 1 day, 13:12:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.2002 2021-06-19 18:33:06,063 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 1 day, 13:11:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.3897 2021-06-19 18:33:17,238 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 1 day, 13:11:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.4721 2021-06-19 18:33:28,333 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 1 day, 13:11:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8602, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.2746 2021-06-19 18:33:39,455 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 1 day, 13:11:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3465, loss: 1.3465, grad_norm: 5.3705 2021-06-19 18:33:50,576 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 1 day, 13:11:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.3597 2021-06-19 18:34:01,721 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 1 day, 13:10:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.3019 2021-06-19 18:34:12,845 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 1 day, 13:10:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.3684 2021-06-19 18:34:23,979 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 1 day, 13:10:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3741, loss: 1.3741, grad_norm: 5.3618 2021-06-19 18:34:48,329 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-06-19 18:36:56,753 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 1 day, 13:13:03, time: 6.399, data_time: 5.816, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4807, loss: 1.4807, grad_norm: 5.7805 2021-06-19 18:37:07,795 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 1 day, 13:12:51, time: 0.552, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8617, loss_cls: 1.4214, loss: 1.4214, grad_norm: 5.4599 2021-06-19 18:37:18,889 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 1 day, 13:12:38, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.4057 2021-06-19 18:37:29,983 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 1 day, 13:12:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.4020, loss: 1.4020, grad_norm: 5.4551 2021-06-19 18:37:41,086 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 1 day, 13:12:14, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3262, loss: 1.3262, grad_norm: 5.1772 2021-06-19 18:37:52,237 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 1 day, 13:12:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.2508 2021-06-19 18:38:03,318 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 1 day, 13:11:50, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3234, loss: 1.3234, grad_norm: 5.2223 2021-06-19 18:38:14,432 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 1 day, 13:11:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3406, loss: 1.3406, grad_norm: 5.4178 2021-06-19 18:38:25,583 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 1 day, 13:11:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.2779 2021-06-19 18:38:36,735 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 1 day, 13:11:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.3121 2021-06-19 18:38:47,861 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 1 day, 13:11:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.5075 2021-06-19 18:38:58,994 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 1 day, 13:10:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8789, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.4126 2021-06-19 18:39:10,122 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 1 day, 13:10:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.3260 2021-06-19 18:39:21,251 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 1 day, 13:10:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8789, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.2866 2021-06-19 18:39:32,379 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 1 day, 13:10:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.5057 2021-06-19 18:39:43,531 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 1 day, 13:10:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.2098 2021-06-19 18:39:54,662 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 1 day, 13:09:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3436, loss: 1.3436, grad_norm: 5.1332 2021-06-19 18:40:05,858 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 1 day, 13:09:37, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.1558 2021-06-19 18:40:16,983 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 1 day, 13:09:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4220, loss: 1.4220, grad_norm: 5.5967 2021-06-19 18:40:28,141 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 1 day, 13:09:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.3992, loss: 1.3992, grad_norm: 5.5411 2021-06-19 18:40:39,303 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 1 day, 13:09:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.3918, loss: 1.3918, grad_norm: 5.5384 2021-06-19 18:40:50,454 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 1 day, 13:08:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.3376, loss: 1.3376, grad_norm: 5.3250 2021-06-19 18:41:01,597 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 1 day, 13:08:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8547, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.5900 2021-06-19 18:41:12,777 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 1 day, 13:08:24, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.2786 2021-06-19 18:41:23,937 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 1 day, 13:08:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.0924 2021-06-19 18:41:35,093 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 1 day, 13:08:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3850, loss: 1.3850, grad_norm: 5.4542 2021-06-19 18:41:46,221 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 1 day, 13:07:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8789, loss_cls: 1.2865, loss: 1.2865, grad_norm: 5.3365 2021-06-19 18:41:57,343 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 1 day, 13:07:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3429, loss: 1.3429, grad_norm: 5.3789 2021-06-19 18:42:08,475 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 1 day, 13:07:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.1969 2021-06-19 18:42:19,607 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 1 day, 13:07:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8727, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.2611 2021-06-19 18:42:30,766 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 1 day, 13:07:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.3432, loss: 1.3432, grad_norm: 5.3394 2021-06-19 18:42:41,926 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 1 day, 13:06:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.2991 2021-06-19 18:42:53,079 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 1 day, 13:06:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.1784 2021-06-19 18:43:04,209 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 1 day, 13:06:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8555, loss_cls: 1.4388, loss: 1.4388, grad_norm: 5.4133 2021-06-19 18:43:15,336 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 1 day, 13:06:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.2980 2021-06-19 18:43:26,474 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 1 day, 13:05:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3575, loss: 1.3575, grad_norm: 5.1606 2021-06-19 18:43:37,619 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 1 day, 13:05:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4498, loss: 1.4498, grad_norm: 5.4556 2021-06-19 18:43:48,782 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 1 day, 13:05:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.2596 2021-06-19 18:43:59,912 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 1 day, 13:05:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8773, loss_cls: 1.2848, loss: 1.2848, grad_norm: 5.2788 2021-06-19 18:44:11,037 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 1 day, 13:05:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.5041 2021-06-19 18:44:22,168 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 1 day, 13:04:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3631, loss: 1.3631, grad_norm: 5.3443 2021-06-19 18:44:33,294 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 1 day, 13:04:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.4831 2021-06-19 18:44:44,437 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 1 day, 13:04:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.4167 2021-06-19 18:44:55,589 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 1 day, 13:04:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8695, loss_cls: 1.3634, loss: 1.3634, grad_norm: 5.3851 2021-06-19 18:45:06,753 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 1 day, 13:04:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.2979 2021-06-19 18:45:17,891 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 1 day, 13:03:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.2451 2021-06-19 18:45:29,027 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 1 day, 13:03:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4229, loss: 1.4229, grad_norm: 5.5147 2021-06-19 18:45:40,166 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 1 day, 13:03:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.5167 2021-06-19 18:45:51,316 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 1 day, 13:03:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3769, loss: 1.3769, grad_norm: 5.3575 2021-06-19 18:46:02,463 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 1 day, 13:03:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.6151 2021-06-19 18:46:13,597 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 1 day, 13:02:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8711, loss_cls: 1.3616, loss: 1.3616, grad_norm: 5.4561 2021-06-19 18:46:24,743 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 1 day, 13:02:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8664, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.3602 2021-06-19 18:46:35,912 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 1 day, 13:02:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.3325 2021-06-19 18:46:47,061 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 1 day, 13:02:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.4150, loss: 1.4150, grad_norm: 5.4958 2021-06-19 18:46:58,206 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 1 day, 13:02:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8688, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.5210 2021-06-19 18:47:09,358 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 1 day, 13:01:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8609, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.6915 2021-06-19 18:47:20,514 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 1 day, 13:01:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4438, loss: 1.4438, grad_norm: 5.1635 2021-06-19 18:47:31,662 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 1 day, 13:01:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8688, loss_cls: 1.3577, loss: 1.3577, grad_norm: 5.2423 2021-06-19 18:47:42,807 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 1 day, 13:01:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4075, loss: 1.4075, grad_norm: 5.3680 2021-06-19 18:47:53,958 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 1 day, 13:01:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.3359 2021-06-19 18:48:05,094 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 1 day, 13:00:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.4793 2021-06-19 18:48:16,227 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 1 day, 13:00:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3354, loss: 1.3354, grad_norm: 5.2898 2021-06-19 18:48:27,373 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 1 day, 13:00:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5101, loss: 1.5101, grad_norm: 5.5189 2021-06-19 18:48:38,534 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 1 day, 13:00:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.4102, loss: 1.4102, grad_norm: 5.2862 2021-06-19 18:48:49,667 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 1 day, 13:00:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8555, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.5290 2021-06-19 18:49:00,832 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 1 day, 12:59:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.4301 2021-06-19 18:49:11,979 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 1 day, 12:59:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3790, loss: 1.3790, grad_norm: 5.3761 2021-06-19 18:49:23,118 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 1 day, 12:59:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8609, loss_cls: 1.4204, loss: 1.4204, grad_norm: 5.3770 2021-06-19 18:49:34,260 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 1 day, 12:59:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.3753 2021-06-19 18:49:45,408 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 1 day, 12:59:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.4603 2021-06-19 18:49:56,559 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 1 day, 12:58:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.3997 2021-06-19 18:50:07,678 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 1 day, 12:58:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.4492 2021-06-19 18:50:18,821 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 1 day, 12:58:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4003, loss: 1.4003, grad_norm: 5.4020 2021-06-19 18:50:29,960 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 1 day, 12:58:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4639, loss: 1.4639, grad_norm: 5.4436 2021-06-19 18:50:41,122 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 1 day, 12:58:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.4707 2021-06-19 18:50:52,281 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 1 day, 12:57:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8797, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.2796 2021-06-19 18:51:03,432 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 1 day, 12:57:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.4741 2021-06-19 18:51:14,568 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 1 day, 12:57:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8492, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.6614 2021-06-19 18:51:25,701 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 1 day, 12:57:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.3849 2021-06-19 18:51:36,858 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 1 day, 12:57:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3875, loss: 1.3875, grad_norm: 5.4426 2021-06-19 18:51:47,968 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 1 day, 12:56:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.4017, loss: 1.4017, grad_norm: 5.6114 2021-06-19 18:51:59,106 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 1 day, 12:56:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.5314 2021-06-19 18:52:10,253 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 1 day, 12:56:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8711, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.3877 2021-06-19 18:52:21,390 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 1 day, 12:56:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.3104, loss: 1.3104, grad_norm: 5.3835 2021-06-19 18:52:32,529 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 1 day, 12:56:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.3457 2021-06-19 18:52:43,674 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 1 day, 12:55:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8648, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.5429 2021-06-19 18:52:54,809 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 1 day, 12:55:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4666, loss: 1.4666, grad_norm: 5.3942 2021-06-19 18:53:05,958 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 1 day, 12:55:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.4004, loss: 1.4004, grad_norm: 5.4747 2021-06-19 18:53:17,098 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 1 day, 12:55:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.3303, loss: 1.3303, grad_norm: 5.2790 2021-06-19 18:53:28,241 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 1 day, 12:55:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.6817 2021-06-19 18:53:39,375 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 1 day, 12:54:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4214, loss: 1.4214, grad_norm: 5.1044 2021-06-19 18:53:50,501 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 1 day, 12:54:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8672, loss_cls: 1.3862, loss: 1.3862, grad_norm: 5.3246 2021-06-19 18:54:01,706 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 1 day, 12:54:31, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4182, loss: 1.4182, grad_norm: 5.4622 2021-06-19 18:54:12,795 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 1 day, 12:54:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.4768, loss: 1.4768, grad_norm: 5.5388 2021-06-19 18:54:23,939 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 1 day, 12:54:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.4385 2021-06-19 18:54:35,058 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 1 day, 12:53:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3956, loss: 1.3956, grad_norm: 5.3351 2021-06-19 18:54:46,198 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 1 day, 12:53:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8773, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.4307 2021-06-19 18:54:57,330 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 1 day, 12:53:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.3558 2021-06-19 18:55:08,488 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 1 day, 12:53:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.4788 2021-06-19 18:55:19,616 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 1 day, 12:53:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.4457, loss: 1.4457, grad_norm: 5.5966 2021-06-19 18:55:30,762 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 1 day, 12:52:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8633, loss_cls: 1.3966, loss: 1.3966, grad_norm: 5.2794 2021-06-19 18:55:41,901 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 1 day, 12:52:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8695, loss_cls: 1.3465, loss: 1.3465, grad_norm: 5.3420 2021-06-19 18:55:53,053 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 1 day, 12:52:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.1883 2021-06-19 18:56:04,188 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 1 day, 12:52:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4353, loss: 1.4353, grad_norm: 5.4571 2021-06-19 18:56:15,328 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 1 day, 12:52:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4252, loss: 1.4252, grad_norm: 5.4508 2021-06-19 18:56:26,463 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 1 day, 12:51:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.4804 2021-06-19 18:56:37,604 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 1 day, 12:51:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4126, loss: 1.4126, grad_norm: 5.5821 2021-06-19 18:56:48,736 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 1 day, 12:51:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.3401 2021-06-19 18:56:59,889 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 1 day, 12:51:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8805, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.1922 2021-06-19 18:57:11,036 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 1 day, 12:51:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3927, loss: 1.3927, grad_norm: 5.2313 2021-06-19 18:57:22,180 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 1 day, 12:50:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.3992 2021-06-19 18:57:33,313 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 1 day, 12:50:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.4319 2021-06-19 18:57:44,457 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 1 day, 12:50:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4428, loss: 1.4428, grad_norm: 5.2484 2021-06-19 18:57:55,606 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 1 day, 12:50:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.1937 2021-06-19 18:58:06,784 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 1 day, 12:50:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4451, loss: 1.4451, grad_norm: 5.5426 2021-06-19 18:58:17,902 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 1 day, 12:49:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4250, loss: 1.4250, grad_norm: 5.3698 2021-06-19 18:58:29,029 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 1 day, 12:49:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3779, loss: 1.3779, grad_norm: 5.3176 2021-06-19 18:58:40,181 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 1 day, 12:49:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8664, loss_cls: 1.4144, loss: 1.4144, grad_norm: 5.5422 2021-06-19 18:58:51,330 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 1 day, 12:49:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.4347 2021-06-19 18:59:02,457 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 1 day, 12:49:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3748, loss: 1.3748, grad_norm: 5.3071 2021-06-19 18:59:13,601 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 1 day, 12:48:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.4899 2021-06-19 18:59:24,758 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 1 day, 12:48:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8625, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.6103 2021-06-19 18:59:35,905 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 1 day, 12:48:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3851, loss: 1.3851, grad_norm: 5.4107 2021-06-19 18:59:47,068 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 1 day, 12:48:17, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.4056, loss: 1.4056, grad_norm: 5.4496 2021-06-19 18:59:58,209 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 1 day, 12:48:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8836, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.4367 2021-06-19 19:00:09,324 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 1 day, 12:47:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4668, loss: 1.4668, grad_norm: 5.5300 2021-06-19 19:00:20,465 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 1 day, 12:47:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3854, loss: 1.3854, grad_norm: 5.1893 2021-06-19 19:00:31,596 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 1 day, 12:47:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8750, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.5548 2021-06-19 19:00:42,735 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 1 day, 12:47:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8766, loss_cls: 1.3204, loss: 1.3204, grad_norm: 5.2122 2021-06-19 19:00:53,873 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 1 day, 12:47:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.4123, loss: 1.4123, grad_norm: 5.7260 2021-06-19 19:01:04,990 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 1 day, 12:46:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4718, loss: 1.4718, grad_norm: 5.6705 2021-06-19 19:01:16,117 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 1 day, 12:46:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.2742 2021-06-19 19:01:27,279 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 1 day, 12:46:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.4856 2021-06-19 19:01:38,404 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 1 day, 12:46:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4438, loss: 1.4438, grad_norm: 5.4207 2021-06-19 19:01:49,553 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 1 day, 12:46:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.1781 2021-06-19 19:02:00,657 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 1 day, 12:45:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8773, loss_cls: 1.3399, loss: 1.3399, grad_norm: 5.3822 2021-06-19 19:02:11,835 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 1 day, 12:45:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.6860 2021-06-19 19:02:22,962 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 1 day, 12:45:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4435, loss: 1.4435, grad_norm: 5.3353 2021-06-19 19:02:34,104 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 1 day, 12:45:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4428, loss: 1.4428, grad_norm: 5.2573 2021-06-19 19:02:45,243 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 1 day, 12:45:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.3039 2021-06-19 19:02:56,372 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 1 day, 12:44:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.0959 2021-06-19 19:03:07,509 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 1 day, 12:44:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8570, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.3289 2021-06-19 19:03:18,628 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 1 day, 12:44:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.5015 2021-06-19 19:03:29,785 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 1 day, 12:44:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8664, loss_cls: 1.4026, loss: 1.4026, grad_norm: 5.2746 2021-06-19 19:03:40,920 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 1 day, 12:44:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4478, loss: 1.4478, grad_norm: 5.4140 2021-06-19 19:03:52,048 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 1 day, 12:43:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.3499 2021-06-19 19:04:03,196 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 1 day, 12:43:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.4503 2021-06-19 19:04:14,357 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 1 day, 12:43:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8664, loss_cls: 1.4143, loss: 1.4143, grad_norm: 5.4718 2021-06-19 19:04:25,494 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 1 day, 12:43:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3474, loss: 1.3474, grad_norm: 5.3394 2021-06-19 19:04:36,606 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 1 day, 12:43:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8602, loss_cls: 1.4069, loss: 1.4069, grad_norm: 5.2557 2021-06-19 19:04:47,766 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 1 day, 12:42:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8594, loss_cls: 1.5035, loss: 1.5035, grad_norm: 5.6259 2021-06-19 19:04:58,910 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 1 day, 12:42:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4505, loss: 1.4505, grad_norm: 5.3505 2021-06-19 19:05:10,082 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 1 day, 12:42:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.0496 2021-06-19 19:05:21,208 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 1 day, 12:42:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4788, loss: 1.4788, grad_norm: 5.4507 2021-06-19 19:05:32,354 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 1 day, 12:42:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3800, loss: 1.3800, grad_norm: 5.2746 2021-06-19 19:05:43,497 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 1 day, 12:41:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.4747 2021-06-19 19:05:54,654 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 1 day, 12:41:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8477, loss_cls: 1.4516, loss: 1.4516, grad_norm: 5.5215 2021-06-19 19:06:05,803 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 1 day, 12:41:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8500, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.2902 2021-06-19 19:06:16,927 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 1 day, 12:41:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.1560 2021-06-19 19:06:28,050 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 1 day, 12:41:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.1574 2021-06-19 19:06:39,193 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 1 day, 12:40:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3950, loss: 1.3950, grad_norm: 5.3965 2021-06-19 19:06:50,344 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 1 day, 12:40:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.3561 2021-06-19 19:07:01,492 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 1 day, 12:40:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.3025 2021-06-19 19:07:12,592 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 1 day, 12:40:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8578, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.3903 2021-06-19 19:07:23,743 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 1 day, 12:40:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8664, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.3012 2021-06-19 19:07:34,877 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 1 day, 12:39:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3745, loss: 1.3745, grad_norm: 5.1445 2021-06-19 19:07:46,020 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 1 day, 12:39:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.4370 2021-06-19 19:07:57,150 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 1 day, 12:39:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.3739 2021-06-19 19:08:08,279 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 1 day, 12:39:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3608, loss: 1.3608, grad_norm: 5.2809 2021-06-19 19:08:19,393 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 1 day, 12:39:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.2394 2021-06-19 19:08:30,545 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 1 day, 12:38:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.4822, loss: 1.4822, grad_norm: 5.0974 2021-06-19 19:08:41,676 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 1 day, 12:38:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3854, loss: 1.3854, grad_norm: 5.2355 2021-06-19 19:08:52,837 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 1 day, 12:38:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.3142 2021-06-19 19:09:03,971 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 1 day, 12:38:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3753, loss: 1.3753, grad_norm: 5.2816 2021-06-19 19:09:15,103 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 1 day, 12:38:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8641, loss_cls: 1.3700, loss: 1.3700, grad_norm: 5.1933 2021-06-19 19:09:26,243 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 1 day, 12:37:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.4964 2021-06-19 19:09:37,395 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 1 day, 12:37:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.3102 2021-06-19 19:09:48,551 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 1 day, 12:37:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5287, loss: 1.5287, grad_norm: 5.5100 2021-06-19 19:09:59,699 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 1 day, 12:37:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.3201 2021-06-19 19:10:10,840 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 1 day, 12:37:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8688, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.3256 2021-06-19 19:10:21,980 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 1 day, 12:36:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8562, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.6796 2021-06-19 19:10:33,120 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 1 day, 12:36:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4678, loss: 1.4678, grad_norm: 5.7108 2021-06-19 19:10:44,273 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 1 day, 12:36:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.4884 2021-06-19 19:10:55,425 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 1 day, 12:36:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8641, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.4001 2021-06-19 19:11:06,581 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 1 day, 12:36:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.4990 2021-06-19 19:11:17,723 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 1 day, 12:35:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.6408 2021-06-19 19:11:28,879 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 1 day, 12:35:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8609, loss_cls: 1.4477, loss: 1.4477, grad_norm: 5.3566 2021-06-19 19:11:45,479 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-06-19 19:13:49,325 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 1 day, 12:37:54, time: 6.147, data_time: 5.555, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.1936 2021-06-19 19:14:00,456 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 1 day, 12:37:42, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.3738 2021-06-19 19:14:11,563 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 1 day, 12:37:30, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.2953 2021-06-19 19:14:22,666 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 1 day, 12:37:18, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8578, loss_cls: 1.4017, loss: 1.4017, grad_norm: 5.5740 2021-06-19 19:14:33,786 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 1 day, 12:37:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.1704 2021-06-19 19:14:44,889 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 1 day, 12:36:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3543, loss: 1.3543, grad_norm: 5.3284 2021-06-19 19:14:56,015 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 1 day, 12:36:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3758, loss: 1.3758, grad_norm: 5.4761 2021-06-19 19:15:07,233 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 1 day, 12:36:30, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.3535 2021-06-19 19:15:18,361 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 1 day, 12:36:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.3108 2021-06-19 19:15:29,495 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 1 day, 12:36:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.5374 2021-06-19 19:15:40,627 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 1 day, 12:35:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.0530 2021-06-19 19:15:51,763 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 1 day, 12:35:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1891, loss: 1.1891, grad_norm: 4.9351 2021-06-19 19:16:02,890 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 1 day, 12:35:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8789, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.3916 2021-06-19 19:16:14,055 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 1 day, 12:35:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.3752 2021-06-19 19:16:25,203 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 1 day, 12:35:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.2978 2021-06-19 19:16:36,356 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 1 day, 12:34:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.3380 2021-06-19 19:16:47,499 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 1 day, 12:34:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.4606 2021-06-19 19:16:58,672 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 1 day, 12:34:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3550, loss: 1.3550, grad_norm: 5.3185 2021-06-19 19:17:09,825 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 1 day, 12:34:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.4541 2021-06-19 19:17:20,956 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 1 day, 12:34:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.3475 2021-06-19 19:17:32,114 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 1 day, 12:33:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.3374 2021-06-19 19:17:43,266 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 1 day, 12:33:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.4093 2021-06-19 19:17:54,392 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 1 day, 12:33:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3785, loss: 1.3785, grad_norm: 5.5510 2021-06-19 19:18:05,562 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 1 day, 12:33:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4115, loss: 1.4115, grad_norm: 5.4773 2021-06-19 19:18:16,688 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 1 day, 12:33:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8789, loss_cls: 1.3841, loss: 1.3841, grad_norm: 5.6209 2021-06-19 19:18:27,849 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 1 day, 12:32:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.1567 2021-06-19 19:18:38,992 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 1 day, 12:32:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.3370 2021-06-19 19:18:50,149 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 1 day, 12:32:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8680, loss_cls: 1.3989, loss: 1.3989, grad_norm: 5.4404 2021-06-19 19:19:01,317 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 1 day, 12:32:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.2829 2021-06-19 19:19:12,462 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 1 day, 12:32:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8508, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.4641 2021-06-19 19:19:23,593 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 1 day, 12:31:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.5854 2021-06-19 19:19:34,752 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 1 day, 12:31:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.5133 2021-06-19 19:19:45,893 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 1 day, 12:31:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8672, loss_cls: 1.4265, loss: 1.4265, grad_norm: 5.4577 2021-06-19 19:19:57,040 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 1 day, 12:31:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.3065 2021-06-19 19:20:08,194 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 1 day, 12:31:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3663, loss: 1.3663, grad_norm: 5.3963 2021-06-19 19:20:19,338 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 1 day, 12:30:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8766, loss_cls: 1.3362, loss: 1.3362, grad_norm: 5.5659 2021-06-19 19:20:30,487 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 1 day, 12:30:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8578, loss_cls: 1.4124, loss: 1.4124, grad_norm: 5.2378 2021-06-19 19:20:41,648 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 1 day, 12:30:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3270, loss: 1.3270, grad_norm: 5.2284 2021-06-19 19:20:52,792 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 1 day, 12:30:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4403, loss: 1.4403, grad_norm: 5.4955 2021-06-19 19:21:03,941 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 1 day, 12:30:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.2529 2021-06-19 19:21:15,095 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 1 day, 12:29:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3531, loss: 1.3531, grad_norm: 5.3584 2021-06-19 19:21:26,244 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 1 day, 12:29:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.3282, loss: 1.3282, grad_norm: 5.4738 2021-06-19 19:21:37,400 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 1 day, 12:29:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3836, loss: 1.3836, grad_norm: 5.4578 2021-06-19 19:21:48,544 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 1 day, 12:29:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.4474 2021-06-19 19:21:59,683 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 1 day, 12:29:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.1909 2021-06-19 19:22:10,915 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 1 day, 12:28:51, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3582, loss: 1.3582, grad_norm: 5.4854 2021-06-19 19:22:22,045 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 1 day, 12:28:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4061, loss: 1.4061, grad_norm: 5.5273 2021-06-19 19:22:33,201 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 1 day, 12:28:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8539, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.7870 2021-06-19 19:22:44,349 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 1 day, 12:28:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3919, loss: 1.3919, grad_norm: 5.3573 2021-06-19 19:22:55,498 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 1 day, 12:28:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8672, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.4022 2021-06-19 19:23:06,649 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 1 day, 12:27:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4528, loss: 1.4528, grad_norm: 5.4002 2021-06-19 19:23:17,783 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 1 day, 12:27:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8758, loss_cls: 1.3184, loss: 1.3184, grad_norm: 5.2493 2021-06-19 19:23:28,937 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 1 day, 12:27:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3510, loss: 1.3510, grad_norm: 5.3122 2021-06-19 19:23:40,076 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 1 day, 12:27:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4323, loss: 1.4323, grad_norm: 5.6961 2021-06-19 19:23:51,228 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 1 day, 12:27:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3513, loss: 1.3513, grad_norm: 5.3853 2021-06-19 19:24:02,383 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 1 day, 12:26:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.4112, loss: 1.4112, grad_norm: 5.3591 2021-06-19 19:24:13,526 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 1 day, 12:26:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.3003 2021-06-19 19:24:24,682 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 1 day, 12:26:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.1770 2021-06-19 19:24:35,827 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 1 day, 12:26:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3569, loss: 1.3569, grad_norm: 5.1646 2021-06-19 19:24:46,981 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 1 day, 12:26:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.2460 2021-06-19 19:24:58,131 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 1 day, 12:25:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.1588 2021-06-19 19:25:09,293 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 1 day, 12:25:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.1302 2021-06-19 19:25:20,431 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 1 day, 12:25:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.6184 2021-06-19 19:25:31,584 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 1 day, 12:25:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.5415 2021-06-19 19:25:42,733 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 1 day, 12:25:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8664, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.5033 2021-06-19 19:25:53,887 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 1 day, 12:24:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3673, loss: 1.3673, grad_norm: 5.2972 2021-06-19 19:26:05,041 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 1 day, 12:24:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8742, loss_cls: 1.3952, loss: 1.3952, grad_norm: 5.5411 2021-06-19 19:26:16,183 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 1 day, 12:24:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3488, loss: 1.3488, grad_norm: 5.5077 2021-06-19 19:26:27,381 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 1 day, 12:24:14, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.2688 2021-06-19 19:26:38,493 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 1 day, 12:24:02, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8719, loss_cls: 1.3381, loss: 1.3381, grad_norm: 5.4593 2021-06-19 19:26:49,624 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 1 day, 12:23:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8734, loss_cls: 1.3899, loss: 1.3899, grad_norm: 5.4622 2021-06-19 19:27:00,754 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 1 day, 12:23:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8695, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.5651 2021-06-19 19:27:11,929 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 1 day, 12:23:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4250, loss: 1.4250, grad_norm: 5.4918 2021-06-19 19:27:23,076 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 1 day, 12:23:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3937, loss: 1.3937, grad_norm: 5.3449 2021-06-19 19:27:34,241 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 1 day, 12:23:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4552, loss: 1.4552, grad_norm: 5.4820 2021-06-19 19:27:45,387 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 1 day, 12:22:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3652, loss: 1.3652, grad_norm: 5.5673 2021-06-19 19:27:56,543 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 1 day, 12:22:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4543, loss: 1.4543, grad_norm: 5.5281 2021-06-19 19:28:07,702 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 1 day, 12:22:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.3959 2021-06-19 19:28:18,833 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 1 day, 12:22:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4252, loss: 1.4252, grad_norm: 5.5412 2021-06-19 19:28:29,953 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 1 day, 12:22:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3518, loss: 1.3518, grad_norm: 5.3402 2021-06-19 19:28:41,074 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 1 day, 12:21:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8719, loss_cls: 1.3626, loss: 1.3626, grad_norm: 5.4242 2021-06-19 19:28:52,212 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 1 day, 12:21:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8773, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.1684 2021-06-19 19:29:03,358 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 1 day, 12:21:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8719, loss_cls: 1.3776, loss: 1.3776, grad_norm: 5.3752 2021-06-19 19:29:14,498 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 1 day, 12:21:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8758, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.5285 2021-06-19 19:29:25,639 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 1 day, 12:21:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8516, loss_cls: 1.5005, loss: 1.5005, grad_norm: 5.5287 2021-06-19 19:29:36,797 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 1 day, 12:20:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8617, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.5433 2021-06-19 19:29:47,999 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 1 day, 12:20:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.3804 2021-06-19 19:29:59,110 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 1 day, 12:20:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.3853, loss: 1.3853, grad_norm: 5.1552 2021-06-19 19:30:10,257 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 1 day, 12:20:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.2198 2021-06-19 19:30:21,409 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 1 day, 12:20:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3518, loss: 1.3518, grad_norm: 5.4920 2021-06-19 19:30:32,536 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 1 day, 12:19:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8539, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.7179 2021-06-19 19:30:43,671 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 1 day, 12:19:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3949, loss: 1.3949, grad_norm: 5.3611 2021-06-19 19:30:54,823 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 1 day, 12:19:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.4132, loss: 1.4132, grad_norm: 5.4017 2021-06-19 19:31:05,964 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 1 day, 12:19:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.3397 2021-06-19 19:31:17,108 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 1 day, 12:19:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.4391, loss: 1.4391, grad_norm: 5.5004 2021-06-19 19:31:28,252 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 1 day, 12:18:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.3170 2021-06-19 19:31:39,419 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 1 day, 12:18:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8922, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.4321 2021-06-19 19:31:50,606 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 1 day, 12:18:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3418, loss: 1.3418, grad_norm: 5.4218 2021-06-19 19:32:01,712 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 1 day, 12:18:12, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.2548 2021-06-19 19:32:12,873 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 1 day, 12:18:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4366, loss: 1.4366, grad_norm: 5.4215 2021-06-19 19:32:24,030 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 1 day, 12:17:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.3988 2021-06-19 19:32:35,191 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 1 day, 12:17:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4100, loss: 1.4100, grad_norm: 5.4519 2021-06-19 19:32:46,343 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 1 day, 12:17:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4077, loss: 1.4077, grad_norm: 5.4250 2021-06-19 19:32:57,489 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 1 day, 12:17:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8820, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.3777 2021-06-19 19:33:08,644 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 1 day, 12:17:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3568, loss: 1.3568, grad_norm: 5.2917 2021-06-19 19:33:19,802 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 1 day, 12:16:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.5421 2021-06-19 19:33:30,953 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 1 day, 12:16:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.4159, loss: 1.4159, grad_norm: 5.5215 2021-06-19 19:33:42,096 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 1 day, 12:16:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4040, loss: 1.4040, grad_norm: 5.4882 2021-06-19 19:33:53,261 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 1 day, 12:16:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4027, loss: 1.4027, grad_norm: 5.4747 2021-06-19 19:34:04,415 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 1 day, 12:16:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8578, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.5718 2021-06-19 19:34:15,542 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 1 day, 12:15:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.3291 2021-06-19 19:34:26,691 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 1 day, 12:15:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8594, loss_cls: 1.4408, loss: 1.4408, grad_norm: 5.4734 2021-06-19 19:34:37,853 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 1 day, 12:15:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.5066 2021-06-19 19:34:48,985 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 1 day, 12:15:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3921, loss: 1.3921, grad_norm: 5.3854 2021-06-19 19:35:00,118 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 1 day, 12:14:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8680, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.3421 2021-06-19 19:35:11,270 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 1 day, 12:14:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.4949 2021-06-19 19:35:22,396 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 1 day, 12:14:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4807, loss: 1.4807, grad_norm: 5.3925 2021-06-19 19:35:33,573 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 1 day, 12:14:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.3064 2021-06-19 19:35:44,726 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 1 day, 12:14:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8672, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.4618 2021-06-19 19:35:55,868 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 1 day, 12:13:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.4043, loss: 1.4043, grad_norm: 5.4574 2021-06-19 19:36:07,002 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 1 day, 12:13:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.6158 2021-06-19 19:36:18,148 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 1 day, 12:13:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8641, loss_cls: 1.4288, loss: 1.4288, grad_norm: 5.5350 2021-06-19 19:36:29,296 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 1 day, 12:13:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.5146 2021-06-19 19:36:40,454 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 1 day, 12:13:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8672, loss_cls: 1.3810, loss: 1.3810, grad_norm: 5.4061 2021-06-19 19:36:51,588 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 1 day, 12:12:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.4545, loss: 1.4545, grad_norm: 5.4818 2021-06-19 19:37:02,727 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 1 day, 12:12:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.2699 2021-06-19 19:37:13,850 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 1 day, 12:12:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.3837, loss: 1.3837, grad_norm: 5.2512 2021-06-19 19:37:25,006 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 1 day, 12:12:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8578, loss_cls: 1.3849, loss: 1.3849, grad_norm: 5.1423 2021-06-19 19:37:36,157 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 1 day, 12:12:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.4532 2021-06-19 19:37:47,306 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 1 day, 12:11:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.3577 2021-06-19 19:37:58,463 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 1 day, 12:11:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.3264 2021-06-19 19:38:09,615 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 1 day, 12:11:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.1255 2021-06-19 19:38:20,766 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 1 day, 12:11:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8672, loss_cls: 1.4007, loss: 1.4007, grad_norm: 5.5702 2021-06-19 19:38:31,920 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 1 day, 12:11:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.3467 2021-06-19 19:38:43,061 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 1 day, 12:10:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4570, loss: 1.4570, grad_norm: 5.3927 2021-06-19 19:38:54,219 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 1 day, 12:10:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.2945 2021-06-19 19:39:05,360 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 1 day, 12:10:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4428, loss: 1.4428, grad_norm: 5.4758 2021-06-19 19:39:16,513 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 1 day, 12:10:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8641, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.4783 2021-06-19 19:39:27,666 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 1 day, 12:10:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.7091 2021-06-19 19:39:38,793 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 1 day, 12:09:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4743, loss: 1.4743, grad_norm: 5.3493 2021-06-19 19:39:49,949 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 1 day, 12:09:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.5072 2021-06-19 19:40:01,092 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 1 day, 12:09:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8664, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.2493 2021-06-19 19:40:12,248 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 1 day, 12:09:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3745, loss: 1.3745, grad_norm: 5.1733 2021-06-19 19:40:23,391 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 1 day, 12:09:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.3145 2021-06-19 19:40:34,534 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 1 day, 12:08:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3275, loss: 1.3275, grad_norm: 5.1428 2021-06-19 19:40:45,681 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 1 day, 12:08:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3894, loss: 1.3894, grad_norm: 5.3566 2021-06-19 19:40:56,832 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 1 day, 12:08:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8703, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.3974 2021-06-19 19:41:07,983 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 1 day, 12:08:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8641, loss_cls: 1.3853, loss: 1.3853, grad_norm: 5.4298 2021-06-19 19:41:19,129 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 1 day, 12:08:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4511, loss: 1.4511, grad_norm: 5.5252 2021-06-19 19:41:30,256 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 1 day, 12:07:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.3646 2021-06-19 19:41:41,392 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 1 day, 12:07:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.5884 2021-06-19 19:41:52,533 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 1 day, 12:07:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4255, loss: 1.4255, grad_norm: 5.4178 2021-06-19 19:42:03,663 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 1 day, 12:07:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.9735 2021-06-19 19:42:14,817 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 1 day, 12:07:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2889, loss: 1.2889, grad_norm: 5.2168 2021-06-19 19:42:25,959 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 1 day, 12:06:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4315, loss: 1.4315, grad_norm: 5.4015 2021-06-19 19:42:37,118 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 1 day, 12:06:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8492, loss_cls: 1.4623, loss: 1.4623, grad_norm: 5.3658 2021-06-19 19:42:48,263 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 1 day, 12:06:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3667, loss: 1.3667, grad_norm: 5.2107 2021-06-19 19:42:59,396 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 1 day, 12:06:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.3884 2021-06-19 19:43:10,513 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 1 day, 12:06:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.2667 2021-06-19 19:43:21,643 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 1 day, 12:05:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4160, loss: 1.4160, grad_norm: 5.1876 2021-06-19 19:43:32,773 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 1 day, 12:05:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4432, loss: 1.4432, grad_norm: 5.4570 2021-06-19 19:43:43,905 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 1 day, 12:05:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.2435 2021-06-19 19:43:55,062 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 1 day, 12:05:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.6346 2021-06-19 19:44:06,213 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 1 day, 12:05:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8570, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.4183 2021-06-19 19:44:17,356 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 1 day, 12:04:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.3573 2021-06-19 19:44:28,504 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 1 day, 12:04:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3859, loss: 1.3859, grad_norm: 5.3003 2021-06-19 19:44:39,655 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 1 day, 12:04:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4478, loss: 1.4478, grad_norm: 5.4269 2021-06-19 19:44:50,810 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 1 day, 12:04:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4388, loss: 1.4388, grad_norm: 5.4640 2021-06-19 19:45:01,945 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 1 day, 12:04:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.6560 2021-06-19 19:45:13,056 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 1 day, 12:03:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4386, loss: 1.4386, grad_norm: 5.3250 2021-06-19 19:45:24,215 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 1 day, 12:03:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4371, loss: 1.4371, grad_norm: 5.4400 2021-06-19 19:45:35,373 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 1 day, 12:03:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4797, loss: 1.4797, grad_norm: 5.3408 2021-06-19 19:45:46,514 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 1 day, 12:03:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.3982 2021-06-19 19:45:57,654 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 1 day, 12:03:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4550, loss: 1.4550, grad_norm: 5.3687 2021-06-19 19:46:08,807 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 1 day, 12:02:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.5582 2021-06-19 19:46:19,940 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 1 day, 12:02:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8648, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.6282 2021-06-19 19:46:31,090 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 1 day, 12:02:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4224, loss: 1.4224, grad_norm: 5.3727 2021-06-19 19:46:42,250 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 1 day, 12:02:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8602, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.4205 2021-06-19 19:46:53,401 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 1 day, 12:02:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8766, loss_cls: 1.3534, loss: 1.3534, grad_norm: 5.2420 2021-06-19 19:47:04,546 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 1 day, 12:01:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.3602 2021-06-19 19:47:15,701 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 1 day, 12:01:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.4059, loss: 1.4059, grad_norm: 5.2655 2021-06-19 19:47:26,873 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 1 day, 12:01:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.3718, loss: 1.3718, grad_norm: 5.3932 2021-06-19 19:47:38,046 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 1 day, 12:01:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.4189, loss: 1.4189, grad_norm: 5.4370 2021-06-19 19:47:49,171 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 1 day, 12:01:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4873, loss: 1.4873, grad_norm: 5.4766 2021-06-19 19:48:00,324 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 1 day, 12:00:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4479, loss: 1.4479, grad_norm: 5.1589 2021-06-19 19:48:11,488 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 1 day, 12:00:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.4171 2021-06-19 19:48:22,637 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 1 day, 12:00:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.4141 2021-06-19 19:48:35,031 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-06-19 19:50:06,983 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-03, eta: 1 day, 12:01:56, time: 4.548, data_time: 3.867, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3982, loss: 1.3982, grad_norm: 5.2469 2021-06-19 19:50:18,136 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-03, eta: 1 day, 12:01:44, time: 0.559, data_time: 0.005, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8945, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.0313 2021-06-19 19:50:29,241 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-03, eta: 1 day, 12:01:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2127, loss: 1.2127, grad_norm: 4.8889 2021-06-19 19:50:40,355 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-03, eta: 1 day, 12:01:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.9912 2021-06-19 19:50:51,478 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-03, eta: 1 day, 12:01:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2544, loss: 1.2544, grad_norm: 4.9585 2021-06-19 19:51:02,609 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-03, eta: 1 day, 12:00:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1708, loss: 1.1708, grad_norm: 4.7177 2021-06-19 19:51:13,760 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-03, eta: 1 day, 12:00:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2051, loss: 1.2051, grad_norm: 4.8229 2021-06-19 19:51:24,883 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-03, eta: 1 day, 12:00:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1574, loss: 1.1574, grad_norm: 4.8842 2021-06-19 19:51:36,026 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-03, eta: 1 day, 12:00:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8961, loss_cls: 1.1890, loss: 1.1890, grad_norm: 4.8652 2021-06-19 19:51:47,179 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-03, eta: 1 day, 12:00:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.1002, loss: 1.1002, grad_norm: 4.7793 2021-06-19 19:51:58,323 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-03, eta: 1 day, 11:59:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1657, loss: 1.1657, grad_norm: 4.8307 2021-06-19 19:52:09,454 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-03, eta: 1 day, 11:59:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2040, loss: 1.2040, grad_norm: 4.7985 2021-06-19 19:52:20,618 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-03, eta: 1 day, 11:59:31, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.1381, loss: 1.1381, grad_norm: 4.7610 2021-06-19 19:52:31,763 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-03, eta: 1 day, 11:59:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.1890, loss: 1.1890, grad_norm: 4.9651 2021-06-19 19:52:42,878 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-03, eta: 1 day, 11:59:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.0323 2021-06-19 19:52:54,025 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-03, eta: 1 day, 11:58:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1709, loss: 1.1709, grad_norm: 4.9812 2021-06-19 19:53:05,169 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-03, eta: 1 day, 11:58:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.1074, loss: 1.1074, grad_norm: 4.9163 2021-06-19 19:53:16,308 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-03, eta: 1 day, 11:58:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1485, loss: 1.1485, grad_norm: 4.7774 2021-06-19 19:53:27,443 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-03, eta: 1 day, 11:58:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1426, loss: 1.1426, grad_norm: 4.9809 2021-06-19 19:53:38,593 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-03, eta: 1 day, 11:58:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.0188 2021-06-19 19:53:49,755 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-03, eta: 1 day, 11:57:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0628, loss: 1.0628, grad_norm: 4.7875 2021-06-19 19:54:00,892 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-03, eta: 1 day, 11:57:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1880, loss: 1.1880, grad_norm: 5.0900 2021-06-19 19:54:12,039 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-03, eta: 1 day, 11:57:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1188, loss: 1.1188, grad_norm: 4.8056 2021-06-19 19:54:23,184 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-03, eta: 1 day, 11:57:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0989, loss: 1.0989, grad_norm: 4.8380 2021-06-19 19:54:34,356 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-03, eta: 1 day, 11:57:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1312, loss: 1.1312, grad_norm: 4.9028 2021-06-19 19:54:45,496 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-03, eta: 1 day, 11:56:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.1780 2021-06-19 19:54:56,654 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-03, eta: 1 day, 11:56:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1380, loss: 1.1380, grad_norm: 4.8460 2021-06-19 19:55:07,792 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-03, eta: 1 day, 11:56:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1651, loss: 1.1651, grad_norm: 4.8289 2021-06-19 19:55:18,928 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-03, eta: 1 day, 11:56:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.1149, loss: 1.1149, grad_norm: 4.9389 2021-06-19 19:55:30,054 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-03, eta: 1 day, 11:56:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1615, loss: 1.1615, grad_norm: 4.9538 2021-06-19 19:55:41,196 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-03, eta: 1 day, 11:55:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0817, loss: 1.0817, grad_norm: 4.8944 2021-06-19 19:55:52,344 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-03, eta: 1 day, 11:55:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1661, loss: 1.1661, grad_norm: 4.8195 2021-06-19 19:56:03,456 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-03, eta: 1 day, 11:55:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0781, loss: 1.0781, grad_norm: 4.9489 2021-06-19 19:56:14,595 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-03, eta: 1 day, 11:55:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.0838, loss: 1.0838, grad_norm: 4.9976 2021-06-19 19:56:25,693 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-03, eta: 1 day, 11:55:06, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0510, loss: 1.0510, grad_norm: 4.7842 2021-06-19 19:56:36,833 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-03, eta: 1 day, 11:54:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0438, loss: 1.0438, grad_norm: 4.7943 2021-06-19 19:56:47,989 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-03, eta: 1 day, 11:54:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1647, loss: 1.1647, grad_norm: 4.8818 2021-06-19 19:56:59,128 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-03, eta: 1 day, 11:54:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1164, loss: 1.1164, grad_norm: 5.0403 2021-06-19 19:57:10,254 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-03, eta: 1 day, 11:54:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0864, loss: 1.0864, grad_norm: 4.7910 2021-06-19 19:57:21,384 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-03, eta: 1 day, 11:54:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8852, loss_cls: 1.0975, loss: 1.0975, grad_norm: 4.7796 2021-06-19 19:57:32,515 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-03, eta: 1 day, 11:53:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1592, loss: 1.1592, grad_norm: 4.9315 2021-06-19 19:57:43,672 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-03, eta: 1 day, 11:53:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0819, loss: 1.0819, grad_norm: 4.9749 2021-06-19 19:57:54,783 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-03, eta: 1 day, 11:53:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0348, loss: 1.0348, grad_norm: 4.7218 2021-06-19 19:58:05,927 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-03, eta: 1 day, 11:53:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 1.0385, loss: 1.0385, grad_norm: 4.9184 2021-06-19 19:58:17,067 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-03, eta: 1 day, 11:53:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 1.0656, loss: 1.0656, grad_norm: 4.9403 2021-06-19 19:58:28,217 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-03, eta: 1 day, 11:52:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1054, loss: 1.1054, grad_norm: 4.8793 2021-06-19 19:58:39,383 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-03, eta: 1 day, 11:52:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0822, loss: 1.0822, grad_norm: 5.0440 2021-06-19 19:58:50,527 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-03, eta: 1 day, 11:52:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.0850 2021-06-19 19:59:01,701 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-03, eta: 1 day, 11:52:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.0048 2021-06-19 19:59:12,867 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-03, eta: 1 day, 11:52:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1447, loss: 1.1447, grad_norm: 4.9849 2021-06-19 19:59:24,036 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-03, eta: 1 day, 11:51:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0054, loss: 1.0054, grad_norm: 4.8987 2021-06-19 19:59:35,160 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-03, eta: 1 day, 11:51:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0781, loss: 1.0781, grad_norm: 4.8839 2021-06-19 19:59:46,285 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-03, eta: 1 day, 11:51:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.0784 2021-06-19 19:59:57,468 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-03, eta: 1 day, 11:51:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8992, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.2361 2021-06-19 20:00:08,628 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-03, eta: 1 day, 11:51:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0927, loss: 1.0927, grad_norm: 4.9243 2021-06-19 20:00:19,757 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-03, eta: 1 day, 11:50:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0931, loss: 1.0931, grad_norm: 4.8388 2021-06-19 20:00:30,902 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-03, eta: 1 day, 11:50:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.1004, loss: 1.1004, grad_norm: 5.0736 2021-06-19 20:00:42,039 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-03, eta: 1 day, 11:50:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0390, loss: 1.0390, grad_norm: 4.8621 2021-06-19 20:00:53,185 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-03, eta: 1 day, 11:50:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 1.0457, loss: 1.0457, grad_norm: 4.9613 2021-06-19 20:01:04,316 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-03, eta: 1 day, 11:50:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0249, loss: 1.0249, grad_norm: 4.7839 2021-06-19 20:01:15,448 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-03, eta: 1 day, 11:49:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9929, loss: 0.9929, grad_norm: 4.8604 2021-06-19 20:01:26,594 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-03, eta: 1 day, 11:49:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1304, loss: 1.1304, grad_norm: 4.9772 2021-06-19 20:01:37,722 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-03, eta: 1 day, 11:49:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.1075 2021-06-19 20:01:48,878 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-03, eta: 1 day, 11:49:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0850, loss: 1.0850, grad_norm: 4.9602 2021-06-19 20:02:00,033 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-03, eta: 1 day, 11:49:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.2254 2021-06-19 20:02:11,174 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-03, eta: 1 day, 11:48:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9702, loss: 0.9702, grad_norm: 4.7921 2021-06-19 20:02:22,299 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-03, eta: 1 day, 11:48:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1216, loss: 1.1216, grad_norm: 4.9341 2021-06-19 20:02:33,440 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-03, eta: 1 day, 11:48:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.0715 2021-06-19 20:02:44,614 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-03, eta: 1 day, 11:48:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.1034, loss: 1.1034, grad_norm: 4.9839 2021-06-19 20:02:55,784 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-03, eta: 1 day, 11:48:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.0281 2021-06-19 20:03:06,918 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-03, eta: 1 day, 11:47:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0432, loss: 1.0432, grad_norm: 5.0303 2021-06-19 20:03:18,087 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-03, eta: 1 day, 11:47:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.0033 2021-06-19 20:03:29,225 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-03, eta: 1 day, 11:47:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0692, loss: 1.0692, grad_norm: 4.9809 2021-06-19 20:03:40,387 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-03, eta: 1 day, 11:47:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0643, loss: 1.0643, grad_norm: 5.0587 2021-06-19 20:03:51,524 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-03, eta: 1 day, 11:47:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9942, loss: 0.9942, grad_norm: 4.8878 2021-06-19 20:04:02,681 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-03, eta: 1 day, 11:46:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0400, loss: 1.0400, grad_norm: 4.9865 2021-06-19 20:04:13,784 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-03, eta: 1 day, 11:46:40, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0755, loss: 1.0755, grad_norm: 5.2256 2021-06-19 20:04:24,921 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-03, eta: 1 day, 11:46:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0399, loss: 1.0399, grad_norm: 5.0354 2021-06-19 20:04:36,071 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-03, eta: 1 day, 11:46:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0524, loss: 1.0524, grad_norm: 4.8867 2021-06-19 20:04:47,221 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-03, eta: 1 day, 11:46:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0121, loss: 1.0121, grad_norm: 5.0471 2021-06-19 20:04:58,381 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-03, eta: 1 day, 11:45:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.0895, loss: 1.0895, grad_norm: 5.0968 2021-06-19 20:05:09,516 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-03, eta: 1 day, 11:45:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0675, loss: 1.0675, grad_norm: 4.9688 2021-06-19 20:05:20,658 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-03, eta: 1 day, 11:45:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9125, loss_cls: 1.0415, loss: 1.0415, grad_norm: 5.0958 2021-06-19 20:05:31,792 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-03, eta: 1 day, 11:45:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0503, loss: 1.0503, grad_norm: 4.9073 2021-06-19 20:05:42,922 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-03, eta: 1 day, 11:45:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0546, loss: 1.0546, grad_norm: 4.9868 2021-06-19 20:05:54,091 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-03, eta: 1 day, 11:44:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0607, loss: 1.0607, grad_norm: 5.1676 2021-06-19 20:06:05,236 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-03, eta: 1 day, 11:44:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0335, loss: 1.0335, grad_norm: 5.0396 2021-06-19 20:06:16,379 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-03, eta: 1 day, 11:44:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.0699 2021-06-19 20:06:27,540 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-03, eta: 1 day, 11:44:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0707, loss: 1.0707, grad_norm: 4.9612 2021-06-19 20:06:38,710 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-03, eta: 1 day, 11:44:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9000, loss_cls: 1.1061, loss: 1.1061, grad_norm: 5.1633 2021-06-19 20:06:49,874 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-03, eta: 1 day, 11:43:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.1727 2021-06-19 20:07:01,021 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-03, eta: 1 day, 11:43:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0104, loss: 1.0104, grad_norm: 5.0231 2021-06-19 20:07:12,169 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-03, eta: 1 day, 11:43:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 1.0365, loss: 1.0365, grad_norm: 4.8773 2021-06-19 20:07:23,337 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-03, eta: 1 day, 11:43:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0145, loss: 1.0145, grad_norm: 4.9578 2021-06-19 20:07:34,484 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-03, eta: 1 day, 11:43:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0973, loss: 1.0973, grad_norm: 4.9833 2021-06-19 20:07:45,628 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-03, eta: 1 day, 11:42:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.1116, loss: 1.1116, grad_norm: 5.1343 2021-06-19 20:07:56,773 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-03, eta: 1 day, 11:42:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.0902 2021-06-19 20:08:07,929 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-03, eta: 1 day, 11:42:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.1411 2021-06-19 20:08:19,060 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-03, eta: 1 day, 11:42:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.0058 2021-06-19 20:08:30,200 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-03, eta: 1 day, 11:42:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0682, loss: 1.0682, grad_norm: 5.0023 2021-06-19 20:08:41,323 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-03, eta: 1 day, 11:41:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.1762 2021-06-19 20:08:52,454 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-03, eta: 1 day, 11:41:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0660, loss: 1.0660, grad_norm: 5.1664 2021-06-19 20:09:03,641 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-03, eta: 1 day, 11:41:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.0539 2021-06-19 20:09:14,745 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-03, eta: 1 day, 11:41:15, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.0369 2021-06-19 20:09:25,915 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-03, eta: 1 day, 11:41:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0561, loss: 1.0561, grad_norm: 4.9201 2021-06-19 20:09:37,078 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-03, eta: 1 day, 11:40:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0357, loss: 1.0357, grad_norm: 4.9440 2021-06-19 20:09:48,244 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-03, eta: 1 day, 11:40:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.2209 2021-06-19 20:09:59,394 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-03, eta: 1 day, 11:40:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0145, loss: 1.0145, grad_norm: 4.8886 2021-06-19 20:10:10,545 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-03, eta: 1 day, 11:40:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9497, loss: 0.9497, grad_norm: 4.6731 2021-06-19 20:10:21,669 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-03, eta: 1 day, 11:40:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9070, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.1164 2021-06-19 20:10:32,839 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-03, eta: 1 day, 11:39:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.0161 2021-06-19 20:10:43,996 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-03, eta: 1 day, 11:39:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0298, loss: 1.0298, grad_norm: 4.9377 2021-06-19 20:10:55,165 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-03, eta: 1 day, 11:39:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1123, loss: 1.1123, grad_norm: 5.1787 2021-06-19 20:11:06,311 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-03, eta: 1 day, 11:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 1.0448, loss: 1.0448, grad_norm: 5.1334 2021-06-19 20:11:17,473 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-03, eta: 1 day, 11:39:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0338, loss: 1.0338, grad_norm: 5.0505 2021-06-19 20:11:28,624 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-03, eta: 1 day, 11:38:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.0950 2021-06-19 20:11:39,764 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-03, eta: 1 day, 11:38:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0883, loss: 1.0883, grad_norm: 5.1416 2021-06-19 20:11:50,906 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-03, eta: 1 day, 11:38:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9919, loss: 0.9919, grad_norm: 4.8299 2021-06-19 20:12:02,073 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-03, eta: 1 day, 11:38:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0434, loss: 1.0434, grad_norm: 5.0662 2021-06-19 20:12:13,187 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-03, eta: 1 day, 11:38:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9986, loss: 0.9986, grad_norm: 5.0636 2021-06-19 20:12:24,352 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-03, eta: 1 day, 11:37:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 1.0673, loss: 1.0673, grad_norm: 5.1662 2021-06-19 20:12:35,487 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-03, eta: 1 day, 11:37:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9086, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.2568 2021-06-19 20:12:46,621 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-03, eta: 1 day, 11:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0362, loss: 1.0362, grad_norm: 4.9543 2021-06-19 20:12:57,771 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-03, eta: 1 day, 11:37:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.0903 2021-06-19 20:13:08,930 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-03, eta: 1 day, 11:37:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0646, loss: 1.0646, grad_norm: 5.0700 2021-06-19 20:13:20,064 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-03, eta: 1 day, 11:36:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.1204 2021-06-19 20:13:31,220 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-03, eta: 1 day, 11:36:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.0368 2021-06-19 20:13:42,330 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-03, eta: 1 day, 11:36:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0333, loss: 1.0333, grad_norm: 4.9997 2021-06-19 20:13:53,492 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-03, eta: 1 day, 11:36:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9078, loss_cls: 1.0550, loss: 1.0550, grad_norm: 5.2461 2021-06-19 20:14:04,648 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-03, eta: 1 day, 11:36:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0548, loss: 1.0548, grad_norm: 5.3053 2021-06-19 20:14:15,804 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-03, eta: 1 day, 11:35:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0268, loss: 1.0268, grad_norm: 5.0944 2021-06-19 20:14:26,951 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-03, eta: 1 day, 11:35:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.1225 2021-06-19 20:14:38,098 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-03, eta: 1 day, 11:35:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0698, loss: 1.0698, grad_norm: 4.9896 2021-06-19 20:14:49,220 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-03, eta: 1 day, 11:35:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0497, loss: 1.0497, grad_norm: 5.0635 2021-06-19 20:15:00,389 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-03, eta: 1 day, 11:35:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0594, loss: 1.0594, grad_norm: 5.1226 2021-06-19 20:15:11,540 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-03, eta: 1 day, 11:34:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9195, loss_cls: 1.0397, loss: 1.0397, grad_norm: 5.0002 2021-06-19 20:15:22,672 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-03, eta: 1 day, 11:34:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 0.9763, loss: 0.9763, grad_norm: 4.6919 2021-06-19 20:15:33,842 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-03, eta: 1 day, 11:34:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0455, loss: 1.0455, grad_norm: 5.1502 2021-06-19 20:15:44,941 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-03, eta: 1 day, 11:34:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0456, loss: 1.0456, grad_norm: 4.9824 2021-06-19 20:15:56,094 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-03, eta: 1 day, 11:34:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0303, loss: 1.0303, grad_norm: 5.0322 2021-06-19 20:16:07,237 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-03, eta: 1 day, 11:33:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9716, loss: 0.9716, grad_norm: 5.0119 2021-06-19 20:16:18,391 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-03, eta: 1 day, 11:33:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0478, loss: 1.0478, grad_norm: 4.9433 2021-06-19 20:16:29,567 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-03, eta: 1 day, 11:33:26, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9972, loss: 0.9972, grad_norm: 5.0490 2021-06-19 20:16:40,717 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-03, eta: 1 day, 11:33:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0199, loss: 1.0199, grad_norm: 5.0991 2021-06-19 20:16:51,860 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-03, eta: 1 day, 11:33:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.2676 2021-06-19 20:17:03,018 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-03, eta: 1 day, 11:32:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.8906, loss_cls: 1.0638, loss: 1.0638, grad_norm: 4.9173 2021-06-19 20:17:14,132 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-03, eta: 1 day, 11:32:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0651, loss: 1.0651, grad_norm: 4.9383 2021-06-19 20:17:25,251 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-03, eta: 1 day, 11:32:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9804, loss: 0.9804, grad_norm: 4.8837 2021-06-19 20:17:36,381 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-03, eta: 1 day, 11:32:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9647, loss: 0.9647, grad_norm: 4.7495 2021-06-19 20:17:47,501 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-03, eta: 1 day, 11:32:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0477, loss: 1.0477, grad_norm: 5.1865 2021-06-19 20:17:58,620 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-03, eta: 1 day, 11:31:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0301, loss: 1.0301, grad_norm: 4.9133 2021-06-19 20:18:09,731 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-03, eta: 1 day, 11:31:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.1844 2021-06-19 20:18:20,855 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-03, eta: 1 day, 11:31:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0730, loss: 1.0730, grad_norm: 4.9528 2021-06-19 20:18:32,000 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-03, eta: 1 day, 11:31:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9819, loss: 0.9819, grad_norm: 4.9929 2021-06-19 20:18:43,162 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-03, eta: 1 day, 11:31:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0816, loss: 1.0816, grad_norm: 5.0240 2021-06-19 20:18:54,332 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-03, eta: 1 day, 11:30:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.8953, loss_cls: 1.0115, loss: 1.0115, grad_norm: 4.9969 2021-06-19 20:19:05,476 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-03, eta: 1 day, 11:30:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0202, loss: 1.0202, grad_norm: 4.9664 2021-06-19 20:19:16,625 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-03, eta: 1 day, 11:30:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0519, loss: 1.0519, grad_norm: 5.1542 2021-06-19 20:19:27,788 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-03, eta: 1 day, 11:30:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.2502 2021-06-19 20:19:38,957 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-03, eta: 1 day, 11:30:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9203, loss_cls: 1.0137, loss: 1.0137, grad_norm: 5.1138 2021-06-19 20:19:50,105 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-03, eta: 1 day, 11:29:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0360, loss: 1.0360, grad_norm: 5.0189 2021-06-19 20:20:01,261 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-03, eta: 1 day, 11:29:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0189, loss: 1.0189, grad_norm: 5.1841 2021-06-19 20:20:12,392 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-03, eta: 1 day, 11:29:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.2512 2021-06-19 20:20:23,544 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-03, eta: 1 day, 11:29:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.1016, loss: 1.1016, grad_norm: 5.2435 2021-06-19 20:20:34,708 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-03, eta: 1 day, 11:29:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 1.0061, loss: 1.0061, grad_norm: 4.9905 2021-06-19 20:20:45,866 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-03, eta: 1 day, 11:28:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.1727 2021-06-19 20:20:57,009 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-03, eta: 1 day, 11:28:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0782, loss: 1.0782, grad_norm: 5.1260 2021-06-19 20:21:08,169 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-03, eta: 1 day, 11:28:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.2754 2021-06-19 20:21:19,314 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-03, eta: 1 day, 11:28:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9749, loss: 0.9749, grad_norm: 5.1028 2021-06-19 20:21:30,473 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-03, eta: 1 day, 11:28:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.3127 2021-06-19 20:21:41,610 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-03, eta: 1 day, 11:27:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0443, loss: 1.0443, grad_norm: 4.9355 2021-06-19 20:21:52,757 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-03, eta: 1 day, 11:27:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.1292 2021-06-19 20:22:03,903 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-03, eta: 1 day, 11:27:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9461, loss: 0.9461, grad_norm: 4.9263 2021-06-19 20:22:15,067 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-03, eta: 1 day, 11:27:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9704, loss: 0.9704, grad_norm: 5.0190 2021-06-19 20:22:26,214 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-03, eta: 1 day, 11:27:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0358, loss: 1.0358, grad_norm: 5.1022 2021-06-19 20:22:37,361 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-03, eta: 1 day, 11:26:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9847, loss: 0.9847, grad_norm: 4.8468 2021-06-19 20:22:48,508 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-03, eta: 1 day, 11:26:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9810, loss: 0.9810, grad_norm: 5.0051 2021-06-19 20:22:59,647 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-03, eta: 1 day, 11:26:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0497, loss: 1.0497, grad_norm: 4.9939 2021-06-19 20:23:10,801 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-03, eta: 1 day, 11:26:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0460, loss: 1.0460, grad_norm: 5.2808 2021-06-19 20:23:21,935 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-03, eta: 1 day, 11:26:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9133, loss_cls: 1.0203, loss: 1.0203, grad_norm: 5.1272 2021-06-19 20:23:33,086 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-03, eta: 1 day, 11:25:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 1.0358, loss: 1.0358, grad_norm: 5.3979 2021-06-19 20:23:44,240 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-03, eta: 1 day, 11:25:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 1.0156, loss: 1.0156, grad_norm: 4.9701 2021-06-19 20:23:55,384 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-03, eta: 1 day, 11:25:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 1.0173, loss: 1.0173, grad_norm: 5.0557 2021-06-19 20:24:06,546 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-03, eta: 1 day, 11:25:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0120, loss: 1.0120, grad_norm: 5.1169 2021-06-19 20:24:17,671 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-03, eta: 1 day, 11:25:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 0.9934, loss: 0.9934, grad_norm: 4.9349 2021-06-19 20:24:28,828 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-03, eta: 1 day, 11:24:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0468, loss: 1.0468, grad_norm: 5.2018 2021-06-19 20:24:39,994 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-03, eta: 1 day, 11:24:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0723, loss: 1.0723, grad_norm: 5.1061 2021-06-19 20:24:55,370 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-06-19 20:26:59,546 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-03, eta: 1 day, 11:26:43, time: 6.163, data_time: 5.579, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 0.9928, loss: 0.9928, grad_norm: 5.0435 2021-06-19 20:27:10,689 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-03, eta: 1 day, 11:26:31, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0284, loss: 1.0284, grad_norm: 5.2027 2021-06-19 20:27:21,784 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-03, eta: 1 day, 11:26:19, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9965, loss: 0.9965, grad_norm: 5.1369 2021-06-19 20:27:32,897 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-03, eta: 1 day, 11:26:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9752, loss: 0.9752, grad_norm: 5.0413 2021-06-19 20:27:44,012 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-03, eta: 1 day, 11:25:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0279, loss: 1.0279, grad_norm: 5.0110 2021-06-19 20:27:55,130 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-03, eta: 1 day, 11:25:42, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0067, loss: 1.0067, grad_norm: 5.1023 2021-06-19 20:28:06,246 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-03, eta: 1 day, 11:25:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9825, loss: 0.9825, grad_norm: 5.1746 2021-06-19 20:28:17,365 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-03, eta: 1 day, 11:25:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0090, loss: 1.0090, grad_norm: 5.0391 2021-06-19 20:28:28,516 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-03, eta: 1 day, 11:25:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9864, loss: 0.9864, grad_norm: 4.8170 2021-06-19 20:28:39,644 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-03, eta: 1 day, 11:24:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0125, loss: 1.0125, grad_norm: 4.9733 2021-06-19 20:28:50,793 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-03, eta: 1 day, 11:24:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9623, loss: 0.9623, grad_norm: 4.8971 2021-06-19 20:29:01,929 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-03, eta: 1 day, 11:24:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9826, loss: 0.9826, grad_norm: 5.0424 2021-06-19 20:29:13,059 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-03, eta: 1 day, 11:24:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.2244 2021-06-19 20:29:24,206 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-03, eta: 1 day, 11:24:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9901, loss: 0.9901, grad_norm: 5.2018 2021-06-19 20:29:35,345 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-03, eta: 1 day, 11:23:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.0779, loss: 1.0779, grad_norm: 5.3026 2021-06-19 20:29:46,479 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-03, eta: 1 day, 11:23:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9440, loss: 0.9440, grad_norm: 4.9305 2021-06-19 20:29:57,603 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-03, eta: 1 day, 11:23:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0054, loss: 1.0054, grad_norm: 5.0514 2021-06-19 20:30:09,671 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-03, eta: 1 day, 11:23:19, time: 0.601, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.2684 2021-06-19 20:30:20,779 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-03, eta: 1 day, 11:23:07, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0545, loss: 1.0545, grad_norm: 5.2024 2021-06-19 20:30:31,933 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-03, eta: 1 day, 11:22:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0790, loss: 1.0790, grad_norm: 5.2081 2021-06-19 20:30:43,090 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-03, eta: 1 day, 11:22:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 1.0160, loss: 1.0160, grad_norm: 5.2008 2021-06-19 20:30:54,230 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-03, eta: 1 day, 11:22:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0721, loss: 1.0721, grad_norm: 4.9904 2021-06-19 20:31:05,368 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-03, eta: 1 day, 11:22:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0220, loss: 1.0220, grad_norm: 5.0633 2021-06-19 20:31:16,506 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-03, eta: 1 day, 11:22:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 1.0325, loss: 1.0325, grad_norm: 5.1613 2021-06-19 20:31:27,657 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-03, eta: 1 day, 11:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0206, loss: 1.0206, grad_norm: 5.0937 2021-06-19 20:31:38,780 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-03, eta: 1 day, 11:21:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0423, loss: 1.0423, grad_norm: 5.1299 2021-06-19 20:31:49,901 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-03, eta: 1 day, 11:21:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0165, loss: 1.0165, grad_norm: 5.0650 2021-06-19 20:32:01,054 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-03, eta: 1 day, 11:21:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9039, loss_cls: 1.0058, loss: 1.0058, grad_norm: 5.0596 2021-06-19 20:32:12,207 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-03, eta: 1 day, 11:21:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0234, loss: 1.0234, grad_norm: 5.1120 2021-06-19 20:32:23,361 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-03, eta: 1 day, 11:20:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0821, loss: 1.0821, grad_norm: 5.1652 2021-06-19 20:32:34,508 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-03, eta: 1 day, 11:20:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0564, loss: 1.0564, grad_norm: 5.1969 2021-06-19 20:32:45,668 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-03, eta: 1 day, 11:20:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0754, loss: 1.0754, grad_norm: 5.2205 2021-06-19 20:32:56,823 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-03, eta: 1 day, 11:20:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0501, loss: 1.0501, grad_norm: 5.2831 2021-06-19 20:33:07,966 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-03, eta: 1 day, 11:20:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9125, loss_cls: 0.9273, loss: 0.9273, grad_norm: 4.8118 2021-06-19 20:33:19,099 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-03, eta: 1 day, 11:19:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 1.0312, loss: 1.0312, grad_norm: 5.2076 2021-06-19 20:33:30,237 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-03, eta: 1 day, 11:19:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8883, loss_cls: 1.0606, loss: 1.0606, grad_norm: 5.2224 2021-06-19 20:33:41,365 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-03, eta: 1 day, 11:19:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9899, loss: 0.9899, grad_norm: 5.1057 2021-06-19 20:33:52,519 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-03, eta: 1 day, 11:19:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9724, loss: 0.9724, grad_norm: 5.2264 2021-06-19 20:34:03,668 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-03, eta: 1 day, 11:19:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0317, loss: 1.0317, grad_norm: 5.1328 2021-06-19 20:34:14,794 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-03, eta: 1 day, 11:18:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9773, loss: 0.9773, grad_norm: 4.9466 2021-06-19 20:34:25,953 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-03, eta: 1 day, 11:18:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0457, loss: 1.0457, grad_norm: 5.1660 2021-06-19 20:34:37,088 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-03, eta: 1 day, 11:18:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0206, loss: 1.0206, grad_norm: 5.0408 2021-06-19 20:34:48,232 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-03, eta: 1 day, 11:18:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0461, loss: 1.0461, grad_norm: 5.3234 2021-06-19 20:34:59,379 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-03, eta: 1 day, 11:18:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9895, loss: 0.9895, grad_norm: 5.1252 2021-06-19 20:35:10,501 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-03, eta: 1 day, 11:17:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 1.0059, loss: 1.0059, grad_norm: 5.1498 2021-06-19 20:35:21,661 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-03, eta: 1 day, 11:17:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0630, loss: 1.0630, grad_norm: 5.2359 2021-06-19 20:35:32,795 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-03, eta: 1 day, 11:17:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0346, loss: 1.0346, grad_norm: 5.3787 2021-06-19 20:35:43,954 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-03, eta: 1 day, 11:17:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.1940 2021-06-19 20:35:55,093 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-03, eta: 1 day, 11:17:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9227, loss_cls: 0.9734, loss: 0.9734, grad_norm: 5.0144 2021-06-19 20:36:06,247 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-03, eta: 1 day, 11:16:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9808, loss: 0.9808, grad_norm: 5.0703 2021-06-19 20:36:17,394 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-03, eta: 1 day, 11:16:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0142, loss: 1.0142, grad_norm: 5.1191 2021-06-19 20:36:28,547 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-03, eta: 1 day, 11:16:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9995, loss: 0.9995, grad_norm: 5.1542 2021-06-19 20:36:39,695 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-03, eta: 1 day, 11:16:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.2177 2021-06-19 20:36:50,859 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-03, eta: 1 day, 11:16:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0203, loss: 1.0203, grad_norm: 5.2847 2021-06-19 20:37:02,024 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-03, eta: 1 day, 11:15:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9843, loss: 0.9843, grad_norm: 5.2533 2021-06-19 20:37:13,154 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-03, eta: 1 day, 11:15:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9817, loss: 0.9817, grad_norm: 5.1006 2021-06-19 20:37:24,317 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-03, eta: 1 day, 11:15:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 0.9568, loss: 0.9568, grad_norm: 4.8685 2021-06-19 20:37:35,457 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-03, eta: 1 day, 11:15:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.3725 2021-06-19 20:37:46,606 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-03, eta: 1 day, 11:15:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0130, loss: 1.0130, grad_norm: 5.1456 2021-06-19 20:37:57,739 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-03, eta: 1 day, 11:14:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9691, loss: 0.9691, grad_norm: 4.9719 2021-06-19 20:38:08,857 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-03, eta: 1 day, 11:14:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 1.0015, loss: 1.0015, grad_norm: 4.9753 2021-06-19 20:38:19,999 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-03, eta: 1 day, 11:14:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0402, loss: 1.0402, grad_norm: 5.2198 2021-06-19 20:38:31,130 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-03, eta: 1 day, 11:14:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0353, loss: 1.0353, grad_norm: 5.3199 2021-06-19 20:38:42,280 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-03, eta: 1 day, 11:14:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0369, loss: 1.0369, grad_norm: 5.2440 2021-06-19 20:38:53,472 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-03, eta: 1 day, 11:13:53, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.1643 2021-06-19 20:39:04,576 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-03, eta: 1 day, 11:13:41, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0415, loss: 1.0415, grad_norm: 5.1458 2021-06-19 20:39:15,711 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-03, eta: 1 day, 11:13:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9232, loss: 0.9232, grad_norm: 4.8373 2021-06-19 20:39:26,866 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-03, eta: 1 day, 11:13:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.0949 2021-06-19 20:39:38,027 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-03, eta: 1 day, 11:13:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9520, loss: 0.9520, grad_norm: 5.0812 2021-06-19 20:39:49,174 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-03, eta: 1 day, 11:12:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9109, loss_cls: 1.0284, loss: 1.0284, grad_norm: 5.2909 2021-06-19 20:40:00,311 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-03, eta: 1 day, 11:12:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8945, loss_cls: 1.0292, loss: 1.0292, grad_norm: 5.2691 2021-06-19 20:40:11,477 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-03, eta: 1 day, 11:12:29, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9008, loss_cls: 0.9979, loss: 0.9979, grad_norm: 5.0310 2021-06-19 20:40:22,626 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-03, eta: 1 day, 11:12:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9234, loss_cls: 0.9227, loss: 0.9227, grad_norm: 4.9438 2021-06-19 20:40:33,772 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-03, eta: 1 day, 11:12:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 1.0297, loss: 1.0297, grad_norm: 5.1039 2021-06-19 20:40:44,911 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-03, eta: 1 day, 11:11:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 1.0281, loss: 1.0281, grad_norm: 5.1854 2021-06-19 20:40:56,041 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-03, eta: 1 day, 11:11:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0727, loss: 1.0727, grad_norm: 5.4023 2021-06-19 20:41:07,183 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-03, eta: 1 day, 11:11:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 1.0184, loss: 1.0184, grad_norm: 5.2134 2021-06-19 20:41:18,303 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-03, eta: 1 day, 11:11:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0386, loss: 1.0386, grad_norm: 5.2189 2021-06-19 20:41:29,453 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-03, eta: 1 day, 11:11:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9531, loss: 0.9531, grad_norm: 4.8768 2021-06-19 20:41:40,598 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-03, eta: 1 day, 11:10:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 0.9945, loss: 0.9945, grad_norm: 5.2526 2021-06-19 20:41:51,740 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-03, eta: 1 day, 11:10:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9768, loss: 0.9768, grad_norm: 5.0369 2021-06-19 20:42:02,886 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-03, eta: 1 day, 11:10:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0507, loss: 1.0507, grad_norm: 5.1667 2021-06-19 20:42:14,027 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-03, eta: 1 day, 11:10:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0289, loss: 1.0289, grad_norm: 5.2612 2021-06-19 20:42:25,188 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-03, eta: 1 day, 11:10:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.4144 2021-06-19 20:42:36,341 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-03, eta: 1 day, 11:09:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9117, loss_cls: 1.0275, loss: 1.0275, grad_norm: 5.2489 2021-06-19 20:42:47,473 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-03, eta: 1 day, 11:09:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0476, loss: 1.0476, grad_norm: 5.1141 2021-06-19 20:42:58,615 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-03, eta: 1 day, 11:09:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9668, loss: 0.9668, grad_norm: 4.9495 2021-06-19 20:43:09,776 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-03, eta: 1 day, 11:09:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.1952 2021-06-19 20:43:20,903 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-03, eta: 1 day, 11:09:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0866, loss: 1.0866, grad_norm: 5.2541 2021-06-19 20:43:32,059 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-03, eta: 1 day, 11:08:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9833, loss: 0.9833, grad_norm: 5.2437 2021-06-19 20:43:43,214 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-03, eta: 1 day, 11:08:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9762, loss: 0.9762, grad_norm: 4.9946 2021-06-19 20:43:54,371 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-03, eta: 1 day, 11:08:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9109, loss_cls: 1.0094, loss: 1.0094, grad_norm: 5.1004 2021-06-19 20:44:05,526 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-03, eta: 1 day, 11:08:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 1.0050, loss: 1.0050, grad_norm: 5.0886 2021-06-19 20:44:16,639 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-03, eta: 1 day, 11:08:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0240, loss: 1.0240, grad_norm: 5.1400 2021-06-19 20:44:27,790 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-03, eta: 1 day, 11:07:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0355, loss: 1.0355, grad_norm: 5.1734 2021-06-19 20:44:38,922 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-03, eta: 1 day, 11:07:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0233, loss: 1.0233, grad_norm: 5.1540 2021-06-19 20:44:50,088 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-03, eta: 1 day, 11:07:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.3871 2021-06-19 20:45:01,261 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-03, eta: 1 day, 11:07:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9211, loss_cls: 1.0062, loss: 1.0062, grad_norm: 5.3145 2021-06-19 20:45:12,417 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-03, eta: 1 day, 11:07:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9776, loss: 0.9776, grad_norm: 5.0396 2021-06-19 20:45:23,558 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-03, eta: 1 day, 11:06:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9736, loss: 0.9736, grad_norm: 4.8961 2021-06-19 20:45:34,693 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-03, eta: 1 day, 11:06:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0558, loss: 1.0558, grad_norm: 5.1197 2021-06-19 20:45:45,854 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-03, eta: 1 day, 11:06:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0298, loss: 1.0298, grad_norm: 5.1878 2021-06-19 20:45:57,018 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-03, eta: 1 day, 11:06:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0217, loss: 1.0217, grad_norm: 5.2306 2021-06-19 20:46:08,194 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-03, eta: 1 day, 11:06:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9591, loss: 0.9591, grad_norm: 5.1050 2021-06-19 20:46:19,343 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-03, eta: 1 day, 11:05:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0396, loss: 1.0396, grad_norm: 5.2307 2021-06-19 20:46:30,485 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-03, eta: 1 day, 11:05:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0629, loss: 1.0629, grad_norm: 5.3954 2021-06-19 20:46:41,643 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-03, eta: 1 day, 11:05:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0354, loss: 1.0354, grad_norm: 5.1170 2021-06-19 20:46:52,787 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-03, eta: 1 day, 11:05:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 1.0115, loss: 1.0115, grad_norm: 5.0293 2021-06-19 20:47:03,926 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-03, eta: 1 day, 11:05:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9859, loss: 0.9859, grad_norm: 5.1908 2021-06-19 20:47:15,070 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-03, eta: 1 day, 11:04:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9775, loss: 0.9775, grad_norm: 5.0974 2021-06-19 20:47:26,216 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-03, eta: 1 day, 11:04:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 0.9922, loss: 0.9922, grad_norm: 5.1212 2021-06-19 20:47:37,373 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-03, eta: 1 day, 11:04:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0432, loss: 1.0432, grad_norm: 5.3094 2021-06-19 20:47:48,525 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-03, eta: 1 day, 11:04:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0513, loss: 1.0513, grad_norm: 5.2231 2021-06-19 20:47:59,664 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-03, eta: 1 day, 11:04:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0912, loss: 1.0912, grad_norm: 5.2768 2021-06-19 20:48:10,805 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-03, eta: 1 day, 11:03:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.0395 2021-06-19 20:48:21,922 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-03, eta: 1 day, 11:03:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.3153 2021-06-19 20:48:33,061 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-03, eta: 1 day, 11:03:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9141, loss_cls: 0.9302, loss: 0.9302, grad_norm: 4.8626 2021-06-19 20:48:44,211 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-03, eta: 1 day, 11:03:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9529, loss: 0.9529, grad_norm: 5.1027 2021-06-19 20:48:55,353 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-03, eta: 1 day, 11:03:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9871, loss: 0.9871, grad_norm: 5.1447 2021-06-19 20:49:06,515 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-03, eta: 1 day, 11:02:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9493, loss: 0.9493, grad_norm: 4.9955 2021-06-19 20:49:17,660 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-03, eta: 1 day, 11:02:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9281, loss_cls: 0.9687, loss: 0.9687, grad_norm: 5.2137 2021-06-19 20:49:28,808 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-03, eta: 1 day, 11:02:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0355, loss: 1.0355, grad_norm: 4.8728 2021-06-19 20:49:39,956 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-03, eta: 1 day, 11:02:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.8938, loss_cls: 1.0292, loss: 1.0292, grad_norm: 4.9427 2021-06-19 20:49:51,114 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-03, eta: 1 day, 11:02:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9180, loss_cls: 0.9995, loss: 0.9995, grad_norm: 5.2340 2021-06-19 20:50:02,232 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-03, eta: 1 day, 11:01:52, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9681, loss: 0.9681, grad_norm: 5.1017 2021-06-19 20:50:13,332 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-03, eta: 1 day, 11:01:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9609, loss: 0.9609, grad_norm: 4.9468 2021-06-19 20:50:24,467 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-03, eta: 1 day, 11:01:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0139, loss: 1.0139, grad_norm: 5.2038 2021-06-19 20:50:35,616 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-03, eta: 1 day, 11:01:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9623, loss: 0.9623, grad_norm: 5.0272 2021-06-19 20:50:46,767 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-03, eta: 1 day, 11:01:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0073, loss: 1.0073, grad_norm: 5.1198 2021-06-19 20:50:57,910 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-03, eta: 1 day, 11:00:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9195, loss: 0.9195, grad_norm: 5.0720 2021-06-19 20:51:09,042 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-03, eta: 1 day, 11:00:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9372, loss: 0.9372, grad_norm: 5.0871 2021-06-19 20:51:20,165 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-03, eta: 1 day, 11:00:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9414, loss: 0.9414, grad_norm: 5.0553 2021-06-19 20:51:31,305 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-03, eta: 1 day, 11:00:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9667, loss: 0.9667, grad_norm: 5.1563 2021-06-19 20:51:42,481 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-03, eta: 1 day, 11:00:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9382, loss: 0.9382, grad_norm: 4.9914 2021-06-19 20:51:53,607 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-03, eta: 1 day, 10:59:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8962, loss: 0.8962, grad_norm: 4.9795 2021-06-19 20:52:04,748 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-03, eta: 1 day, 10:59:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9754, loss: 0.9754, grad_norm: 5.0667 2021-06-19 20:52:15,872 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-03, eta: 1 day, 10:59:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9086, loss_cls: 0.9604, loss: 0.9604, grad_norm: 4.8839 2021-06-19 20:52:27,013 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-03, eta: 1 day, 10:59:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9641, loss: 0.9641, grad_norm: 5.2874 2021-06-19 20:52:38,196 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-03, eta: 1 day, 10:59:03, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9484, loss: 0.9484, grad_norm: 5.0879 2021-06-19 20:52:49,288 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-03, eta: 1 day, 10:58:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9719, loss: 0.9719, grad_norm: 5.2413 2021-06-19 20:53:00,435 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-03, eta: 1 day, 10:58:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.2282 2021-06-19 20:53:11,585 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-03, eta: 1 day, 10:58:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0160, loss: 1.0160, grad_norm: 5.2214 2021-06-19 20:53:22,722 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-03, eta: 1 day, 10:58:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9835, loss: 0.9835, grad_norm: 5.1014 2021-06-19 20:53:33,867 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-03, eta: 1 day, 10:58:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.8961, loss_cls: 0.9775, loss: 0.9775, grad_norm: 4.9633 2021-06-19 20:53:45,012 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-03, eta: 1 day, 10:57:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9737, loss: 0.9737, grad_norm: 5.2899 2021-06-19 20:53:56,147 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-03, eta: 1 day, 10:57:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 0.9678, loss: 0.9678, grad_norm: 5.4383 2021-06-19 20:54:07,293 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-03, eta: 1 day, 10:57:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0555, loss: 1.0555, grad_norm: 5.2219 2021-06-19 20:54:18,451 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-03, eta: 1 day, 10:57:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.2005 2021-06-19 20:54:29,596 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-03, eta: 1 day, 10:57:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 0.9844, loss: 0.9844, grad_norm: 5.1416 2021-06-19 20:54:40,740 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-03, eta: 1 day, 10:56:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 1.0069, loss: 1.0069, grad_norm: 5.3368 2021-06-19 20:54:51,906 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-03, eta: 1 day, 10:56:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9000, loss_cls: 1.0200, loss: 1.0200, grad_norm: 5.1649 2021-06-19 20:55:03,082 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-03, eta: 1 day, 10:56:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.2095 2021-06-19 20:55:14,206 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-03, eta: 1 day, 10:56:15, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9987, loss: 0.9987, grad_norm: 5.1881 2021-06-19 20:55:25,339 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-03, eta: 1 day, 10:56:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 1.0012, loss: 1.0012, grad_norm: 5.1870 2021-06-19 20:55:36,462 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-03, eta: 1 day, 10:55:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0236, loss: 1.0236, grad_norm: 5.3358 2021-06-19 20:55:47,592 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-03, eta: 1 day, 10:55:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 1.0015, loss: 1.0015, grad_norm: 5.1958 2021-06-19 20:55:58,726 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-03, eta: 1 day, 10:55:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9281, loss_cls: 0.9649, loss: 0.9649, grad_norm: 5.1852 2021-06-19 20:56:09,871 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-03, eta: 1 day, 10:55:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0733, loss: 1.0733, grad_norm: 5.2989 2021-06-19 20:56:20,999 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-03, eta: 1 day, 10:55:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0023, loss: 1.0023, grad_norm: 5.3143 2021-06-19 20:56:32,144 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-03, eta: 1 day, 10:54:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9187, loss_cls: 0.9395, loss: 0.9395, grad_norm: 5.1565 2021-06-19 20:56:43,274 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-03, eta: 1 day, 10:54:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0368, loss: 1.0368, grad_norm: 5.2096 2021-06-19 20:56:54,415 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-03, eta: 1 day, 10:54:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9990, loss: 0.9990, grad_norm: 5.3101 2021-06-19 20:57:05,567 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-03, eta: 1 day, 10:54:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 1.0042, loss: 1.0042, grad_norm: 5.1593 2021-06-19 20:57:16,750 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-03, eta: 1 day, 10:54:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9110, loss: 0.9110, grad_norm: 4.8780 2021-06-19 20:57:27,879 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-03, eta: 1 day, 10:53:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0172, loss: 1.0172, grad_norm: 5.3263 2021-06-19 20:57:39,029 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-03, eta: 1 day, 10:53:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9133, loss_cls: 1.0056, loss: 1.0056, grad_norm: 5.2623 2021-06-19 20:57:50,179 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-03, eta: 1 day, 10:53:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0520, loss: 1.0520, grad_norm: 5.2649 2021-06-19 20:58:01,343 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-03, eta: 1 day, 10:53:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0291, loss: 1.0291, grad_norm: 5.2636 2021-06-19 20:58:12,487 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-03, eta: 1 day, 10:53:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9978, loss: 0.9978, grad_norm: 5.2082 2021-06-19 20:58:23,626 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-03, eta: 1 day, 10:52:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 1.0071, loss: 1.0071, grad_norm: 5.3644 2021-06-19 20:58:34,769 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-03, eta: 1 day, 10:52:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0048, loss: 1.0048, grad_norm: 5.2816 2021-06-19 20:58:45,916 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-03, eta: 1 day, 10:52:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.9150, loss: 0.9150, grad_norm: 5.0949 2021-06-19 20:58:57,064 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-03, eta: 1 day, 10:52:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0722, loss: 1.0722, grad_norm: 5.4112 2021-06-19 20:59:08,201 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-03, eta: 1 day, 10:52:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9219, loss_cls: 0.9344, loss: 0.9344, grad_norm: 5.1083 2021-06-19 20:59:19,334 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-03, eta: 1 day, 10:51:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.8984, loss: 0.8984, grad_norm: 5.0563 2021-06-19 20:59:30,484 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-03, eta: 1 day, 10:51:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 1.0200, loss: 1.0200, grad_norm: 5.4296 2021-06-19 20:59:41,641 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-03, eta: 1 day, 10:51:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 1.0071, loss: 1.0071, grad_norm: 5.2124 2021-06-19 20:59:52,776 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-03, eta: 1 day, 10:51:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9593, loss: 0.9593, grad_norm: 4.9868 2021-06-19 21:00:03,945 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-03, eta: 1 day, 10:51:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0703, loss: 1.0703, grad_norm: 5.2555 2021-06-19 21:00:15,075 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-03, eta: 1 day, 10:50:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9603, loss: 0.9603, grad_norm: 5.1017 2021-06-19 21:00:26,220 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-03, eta: 1 day, 10:50:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0353, loss: 1.0353, grad_norm: 5.3751 2021-06-19 21:00:37,348 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-03, eta: 1 day, 10:50:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9778, loss: 0.9778, grad_norm: 5.0411 2021-06-19 21:00:48,509 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-03, eta: 1 day, 10:50:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0473, loss: 1.0473, grad_norm: 5.2285 2021-06-19 21:00:59,670 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-03, eta: 1 day, 10:50:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9436, loss: 0.9436, grad_norm: 5.0801 2021-06-19 21:01:10,797 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-03, eta: 1 day, 10:49:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.0575 2021-06-19 21:01:21,944 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-03, eta: 1 day, 10:49:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9793, loss: 0.9793, grad_norm: 5.1865 2021-06-19 21:01:33,081 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-03, eta: 1 day, 10:49:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9646, loss: 0.9646, grad_norm: 5.0562 2021-06-19 21:01:51,617 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-06-19 21:03:51,117 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-03, eta: 1 day, 10:51:20, time: 5.931, data_time: 5.324, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9055, loss_cls: 0.9451, loss: 0.9451, grad_norm: 4.9917 2021-06-19 21:04:02,261 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-03, eta: 1 day, 10:51:08, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0030, loss: 1.0030, grad_norm: 5.1948 2021-06-19 21:04:13,338 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-03, eta: 1 day, 10:50:56, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9170, loss: 0.9170, grad_norm: 4.9924 2021-06-19 21:04:24,453 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-03, eta: 1 day, 10:50:44, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.2325 2021-06-19 21:04:35,545 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-03, eta: 1 day, 10:50:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0369, loss: 1.0369, grad_norm: 5.4895 2021-06-19 21:04:46,659 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-03, eta: 1 day, 10:50:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9503, loss: 0.9503, grad_norm: 5.1603 2021-06-19 21:04:57,782 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-03, eta: 1 day, 10:50:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9506, loss: 0.9506, grad_norm: 5.1442 2021-06-19 21:05:09,030 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-03, eta: 1 day, 10:49:56, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9262, loss: 0.9262, grad_norm: 5.1452 2021-06-19 21:05:20,152 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-03, eta: 1 day, 10:49:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 1.0067, loss: 1.0067, grad_norm: 5.1570 2021-06-19 21:05:31,282 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-03, eta: 1 day, 10:49:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0159, loss: 1.0159, grad_norm: 5.2729 2021-06-19 21:05:42,420 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-03, eta: 1 day, 10:49:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9937, loss: 0.9937, grad_norm: 5.3338 2021-06-19 21:05:53,564 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-03, eta: 1 day, 10:49:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9125, loss_cls: 0.9015, loss: 0.9015, grad_norm: 5.0351 2021-06-19 21:06:04,720 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-03, eta: 1 day, 10:48:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9430, loss: 0.9430, grad_norm: 5.0140 2021-06-19 21:06:15,862 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-03, eta: 1 day, 10:48:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9951, loss: 0.9951, grad_norm: 5.2726 2021-06-19 21:06:27,019 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-03, eta: 1 day, 10:48:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9683, loss: 0.9683, grad_norm: 5.2804 2021-06-19 21:06:38,151 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-03, eta: 1 day, 10:48:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9473, loss: 0.9473, grad_norm: 5.1305 2021-06-19 21:06:49,283 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-03, eta: 1 day, 10:48:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9031, loss_cls: 1.0069, loss: 1.0069, grad_norm: 5.2312 2021-06-19 21:07:00,435 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-03, eta: 1 day, 10:47:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9385, loss: 0.9385, grad_norm: 5.0673 2021-06-19 21:07:11,596 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-03, eta: 1 day, 10:47:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 1.0081, loss: 1.0081, grad_norm: 5.1267 2021-06-19 21:07:22,723 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-03, eta: 1 day, 10:47:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 1.0057, loss: 1.0057, grad_norm: 5.3362 2021-06-19 21:07:33,838 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-03, eta: 1 day, 10:47:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9372, loss: 0.9372, grad_norm: 5.2488 2021-06-19 21:07:44,978 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-03, eta: 1 day, 10:47:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9738, loss: 0.9738, grad_norm: 5.2273 2021-06-19 21:07:56,133 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-03, eta: 1 day, 10:46:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 1.0014, loss: 1.0014, grad_norm: 5.1851 2021-06-19 21:08:07,295 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-03, eta: 1 day, 10:46:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9601, loss: 0.9601, grad_norm: 5.1479 2021-06-19 21:08:18,425 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-03, eta: 1 day, 10:46:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9819, loss: 0.9819, grad_norm: 5.0187 2021-06-19 21:08:29,547 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-03, eta: 1 day, 10:46:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9708, loss: 0.9708, grad_norm: 5.0871 2021-06-19 21:08:40,666 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-03, eta: 1 day, 10:46:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 1.0024, loss: 1.0024, grad_norm: 5.1752 2021-06-19 21:08:51,829 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-03, eta: 1 day, 10:45:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9456, loss: 0.9456, grad_norm: 5.1590 2021-06-19 21:09:02,998 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-03, eta: 1 day, 10:45:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9252, loss: 0.9252, grad_norm: 4.9930 2021-06-19 21:09:14,109 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-03, eta: 1 day, 10:45:31, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9187, loss_cls: 0.9945, loss: 0.9945, grad_norm: 5.3226 2021-06-19 21:09:25,260 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-03, eta: 1 day, 10:45:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9230, loss: 0.9230, grad_norm: 5.0724 2021-06-19 21:09:36,421 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-03, eta: 1 day, 10:45:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9238, loss: 0.9238, grad_norm: 5.1007 2021-06-19 21:09:47,557 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-03, eta: 1 day, 10:44:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9109, loss_cls: 0.9268, loss: 0.9268, grad_norm: 4.9710 2021-06-19 21:09:58,701 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-03, eta: 1 day, 10:44:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9435, loss: 0.9435, grad_norm: 5.1055 2021-06-19 21:10:09,845 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-03, eta: 1 day, 10:44:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9805, loss: 0.9805, grad_norm: 5.1704 2021-06-19 21:10:20,981 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-03, eta: 1 day, 10:44:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9706, loss: 0.9706, grad_norm: 5.0936 2021-06-19 21:10:32,134 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-03, eta: 1 day, 10:44:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9184, loss: 0.9184, grad_norm: 4.9804 2021-06-19 21:10:43,257 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-03, eta: 1 day, 10:43:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0085, loss: 1.0085, grad_norm: 5.0875 2021-06-19 21:10:54,422 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-03, eta: 1 day, 10:43:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0246, loss: 1.0246, grad_norm: 5.3459 2021-06-19 21:11:05,590 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-03, eta: 1 day, 10:43:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0376, loss: 1.0376, grad_norm: 5.3048 2021-06-19 21:11:16,740 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-03, eta: 1 day, 10:43:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0476, loss: 1.0476, grad_norm: 5.2107 2021-06-19 21:11:27,903 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-03, eta: 1 day, 10:43:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9133, loss_cls: 0.9452, loss: 0.9452, grad_norm: 5.0663 2021-06-19 21:11:39,034 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-03, eta: 1 day, 10:42:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 0.9675, loss: 0.9675, grad_norm: 5.3394 2021-06-19 21:11:50,174 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-03, eta: 1 day, 10:42:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 1.0055, loss: 1.0055, grad_norm: 5.2260 2021-06-19 21:12:01,308 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-03, eta: 1 day, 10:42:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9608, loss: 0.9608, grad_norm: 5.0973 2021-06-19 21:12:12,438 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-03, eta: 1 day, 10:42:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9911, loss: 0.9911, grad_norm: 5.0556 2021-06-19 21:12:23,583 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-03, eta: 1 day, 10:42:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 1.0043, loss: 1.0043, grad_norm: 5.1230 2021-06-19 21:12:34,720 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-03, eta: 1 day, 10:41:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0104, loss: 1.0104, grad_norm: 5.2707 2021-06-19 21:12:45,858 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-03, eta: 1 day, 10:41:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9027, loss: 0.9027, grad_norm: 4.9638 2021-06-19 21:12:57,010 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-03, eta: 1 day, 10:41:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9440, loss: 0.9440, grad_norm: 5.0337 2021-06-19 21:13:08,135 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-03, eta: 1 day, 10:41:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 0.9935, loss: 0.9935, grad_norm: 5.2325 2021-06-19 21:13:19,265 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-03, eta: 1 day, 10:41:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9219, loss_cls: 0.8842, loss: 0.8842, grad_norm: 4.8554 2021-06-19 21:13:30,412 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-03, eta: 1 day, 10:40:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9905, loss: 0.9905, grad_norm: 5.2405 2021-06-19 21:13:41,510 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-03, eta: 1 day, 10:40:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 0.9864, loss: 0.9864, grad_norm: 5.3823 2021-06-19 21:13:52,649 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-03, eta: 1 day, 10:40:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9219, loss_cls: 0.9210, loss: 0.9210, grad_norm: 5.0592 2021-06-19 21:14:03,791 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-03, eta: 1 day, 10:40:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9141, loss: 0.9141, grad_norm: 5.0267 2021-06-19 21:14:14,952 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-03, eta: 1 day, 10:40:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9070, loss_cls: 1.0094, loss: 1.0094, grad_norm: 5.3384 2021-06-19 21:14:26,101 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-03, eta: 1 day, 10:39:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9385, loss: 0.9385, grad_norm: 5.1951 2021-06-19 21:14:37,237 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-03, eta: 1 day, 10:39:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9180, loss_cls: 1.0081, loss: 1.0081, grad_norm: 5.3615 2021-06-19 21:14:48,377 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-03, eta: 1 day, 10:39:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0058, loss: 1.0058, grad_norm: 5.3160 2021-06-19 21:14:59,521 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-03, eta: 1 day, 10:39:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9086, loss_cls: 0.9478, loss: 0.9478, grad_norm: 4.9354 2021-06-19 21:15:10,661 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-03, eta: 1 day, 10:39:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0040, loss: 1.0040, grad_norm: 5.2547 2021-06-19 21:15:21,789 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-03, eta: 1 day, 10:38:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0914, loss: 1.0914, grad_norm: 5.5634 2021-06-19 21:15:32,987 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-03, eta: 1 day, 10:38:42, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9632, loss: 0.9632, grad_norm: 5.1656 2021-06-19 21:15:44,092 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-03, eta: 1 day, 10:38:30, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9490, loss: 0.9490, grad_norm: 5.1047 2021-06-19 21:15:55,239 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-03, eta: 1 day, 10:38:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9646, loss: 0.9646, grad_norm: 5.0611 2021-06-19 21:16:06,388 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-03, eta: 1 day, 10:38:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 0.9890, loss: 0.9890, grad_norm: 5.2074 2021-06-19 21:16:17,542 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-03, eta: 1 day, 10:37:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 1.0075, loss: 1.0075, grad_norm: 5.3445 2021-06-19 21:16:28,758 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-03, eta: 1 day, 10:37:42, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0309, loss: 1.0309, grad_norm: 5.3178 2021-06-19 21:16:39,860 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-03, eta: 1 day, 10:37:30, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0209, loss: 1.0209, grad_norm: 5.1008 2021-06-19 21:16:51,006 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-03, eta: 1 day, 10:37:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9242, loss_cls: 0.9408, loss: 0.9408, grad_norm: 5.1340 2021-06-19 21:17:02,140 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-03, eta: 1 day, 10:37:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9224, loss: 0.9224, grad_norm: 5.1213 2021-06-19 21:17:13,288 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-03, eta: 1 day, 10:36:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9931, loss: 0.9931, grad_norm: 5.5011 2021-06-19 21:17:24,424 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-03, eta: 1 day, 10:36:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0076, loss: 1.0076, grad_norm: 5.5144 2021-06-19 21:17:35,554 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-03, eta: 1 day, 10:36:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.2817 2021-06-19 21:17:46,687 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-03, eta: 1 day, 10:36:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9724, loss: 0.9724, grad_norm: 5.3019 2021-06-19 21:17:57,844 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-03, eta: 1 day, 10:36:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9463, loss: 0.9463, grad_norm: 5.0520 2021-06-19 21:18:09,009 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-03, eta: 1 day, 10:35:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9507, loss: 0.9507, grad_norm: 5.0488 2021-06-19 21:18:20,154 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-03, eta: 1 day, 10:35:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.8950, loss: 0.8950, grad_norm: 4.9876 2021-06-19 21:18:31,286 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-03, eta: 1 day, 10:35:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9487, loss: 0.9487, grad_norm: 5.2730 2021-06-19 21:18:42,433 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-03, eta: 1 day, 10:35:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9696, loss: 0.9696, grad_norm: 5.1049 2021-06-19 21:18:53,561 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-03, eta: 1 day, 10:35:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9327, loss: 0.9327, grad_norm: 5.1286 2021-06-19 21:19:04,700 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-03, eta: 1 day, 10:34:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9879, loss: 0.9879, grad_norm: 5.2932 2021-06-19 21:19:15,828 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-03, eta: 1 day, 10:34:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9130, loss: 0.9130, grad_norm: 5.1195 2021-06-19 21:19:26,971 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-03, eta: 1 day, 10:34:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0736, loss: 1.0736, grad_norm: 5.3739 2021-06-19 21:19:38,108 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-03, eta: 1 day, 10:34:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9663, loss: 0.9663, grad_norm: 5.1605 2021-06-19 21:19:49,273 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-03, eta: 1 day, 10:34:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0068, loss: 1.0068, grad_norm: 5.3427 2021-06-19 21:20:00,419 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-03, eta: 1 day, 10:33:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0591, loss: 1.0591, grad_norm: 5.3257 2021-06-19 21:20:11,567 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-03, eta: 1 day, 10:33:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9187, loss_cls: 0.9771, loss: 0.9771, grad_norm: 5.2683 2021-06-19 21:20:22,700 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-03, eta: 1 day, 10:33:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9637, loss: 0.9637, grad_norm: 5.1672 2021-06-19 21:20:33,829 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-03, eta: 1 day, 10:33:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0203, loss: 1.0203, grad_norm: 5.3016 2021-06-19 21:20:45,002 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-03, eta: 1 day, 10:33:06, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0741, loss: 1.0741, grad_norm: 5.2334 2021-06-19 21:20:56,160 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-03, eta: 1 day, 10:32:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8927, loss: 0.8927, grad_norm: 5.0864 2021-06-19 21:21:07,307 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-03, eta: 1 day, 10:32:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9724, loss: 0.9724, grad_norm: 5.1604 2021-06-19 21:21:18,436 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-03, eta: 1 day, 10:32:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.6526 2021-06-19 21:21:29,582 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-03, eta: 1 day, 10:32:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9227, loss_cls: 0.9213, loss: 0.9213, grad_norm: 5.0999 2021-06-19 21:21:40,728 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-03, eta: 1 day, 10:32:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9803, loss: 0.9803, grad_norm: 5.4450 2021-06-19 21:21:51,855 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-03, eta: 1 day, 10:31:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9724, loss: 0.9724, grad_norm: 5.1784 2021-06-19 21:22:03,016 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-03, eta: 1 day, 10:31:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9289, loss_cls: 0.9309, loss: 0.9309, grad_norm: 5.3622 2021-06-19 21:22:14,159 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-03, eta: 1 day, 10:31:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0040, loss: 1.0040, grad_norm: 5.3423 2021-06-19 21:22:25,305 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-03, eta: 1 day, 10:31:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0531, loss: 1.0531, grad_norm: 5.4314 2021-06-19 21:22:36,459 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-03, eta: 1 day, 10:31:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9824, loss: 0.9824, grad_norm: 5.3425 2021-06-19 21:22:47,599 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-03, eta: 1 day, 10:30:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.9184, loss: 0.9184, grad_norm: 4.9925 2021-06-19 21:22:58,731 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-03, eta: 1 day, 10:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9844, loss: 0.9844, grad_norm: 5.0537 2021-06-19 21:23:09,875 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-03, eta: 1 day, 10:30:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9734, loss: 0.9734, grad_norm: 5.1065 2021-06-19 21:23:21,010 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-03, eta: 1 day, 10:30:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.0049 2021-06-19 21:23:32,188 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-03, eta: 1 day, 10:30:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0415, loss: 1.0415, grad_norm: 5.5079 2021-06-19 21:23:43,315 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-03, eta: 1 day, 10:29:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9567, loss: 0.9567, grad_norm: 5.1888 2021-06-19 21:23:54,496 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-03, eta: 1 day, 10:29:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9055, loss_cls: 0.9907, loss: 0.9907, grad_norm: 5.0609 2021-06-19 21:24:05,645 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-03, eta: 1 day, 10:29:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.4441 2021-06-19 21:24:16,783 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-03, eta: 1 day, 10:29:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.9166, loss: 0.9166, grad_norm: 5.0570 2021-06-19 21:24:27,923 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-03, eta: 1 day, 10:29:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.9067, loss: 0.9067, grad_norm: 4.9090 2021-06-19 21:24:39,097 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-03, eta: 1 day, 10:28:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9234, loss_cls: 0.9227, loss: 0.9227, grad_norm: 5.1278 2021-06-19 21:24:50,271 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-03, eta: 1 day, 10:28:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0089, loss: 1.0089, grad_norm: 5.3016 2021-06-19 21:25:01,417 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-03, eta: 1 day, 10:28:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 1.0111, loss: 1.0111, grad_norm: 5.3081 2021-06-19 21:25:12,648 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-03, eta: 1 day, 10:28:18, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9565, loss: 0.9565, grad_norm: 5.2756 2021-06-19 21:25:23,802 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-03, eta: 1 day, 10:28:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.9020, loss: 0.9020, grad_norm: 5.2160 2021-06-19 21:25:34,996 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-03, eta: 1 day, 10:27:54, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9392, loss: 0.9392, grad_norm: 5.1297 2021-06-19 21:25:46,140 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-03, eta: 1 day, 10:27:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9706, loss: 0.9706, grad_norm: 5.0683 2021-06-19 21:25:57,264 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-03, eta: 1 day, 10:27:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9232, loss: 0.9232, grad_norm: 5.1656 2021-06-19 21:26:08,423 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-03, eta: 1 day, 10:27:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9172, loss: 0.9172, grad_norm: 5.1188 2021-06-19 21:26:19,552 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-03, eta: 1 day, 10:27:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9866, loss: 0.9866, grad_norm: 5.3686 2021-06-19 21:26:30,700 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-03, eta: 1 day, 10:26:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9039, loss_cls: 0.9996, loss: 0.9996, grad_norm: 5.3075 2021-06-19 21:26:41,853 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-03, eta: 1 day, 10:26:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9070, loss_cls: 0.9439, loss: 0.9439, grad_norm: 5.0394 2021-06-19 21:26:52,982 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-03, eta: 1 day, 10:26:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0011, loss: 1.0011, grad_norm: 5.3035 2021-06-19 21:27:04,121 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-03, eta: 1 day, 10:26:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9349, loss: 0.9349, grad_norm: 5.0789 2021-06-19 21:27:15,297 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-03, eta: 1 day, 10:26:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0273, loss: 1.0273, grad_norm: 5.3843 2021-06-19 21:27:26,447 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-03, eta: 1 day, 10:25:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9837, loss: 0.9837, grad_norm: 5.3342 2021-06-19 21:27:37,587 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-03, eta: 1 day, 10:25:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9312, loss: 0.9312, grad_norm: 4.9753 2021-06-19 21:27:48,740 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-03, eta: 1 day, 10:25:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9164, loss_cls: 0.8977, loss: 0.8977, grad_norm: 4.9829 2021-06-19 21:27:59,885 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-03, eta: 1 day, 10:25:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9677, loss: 0.9677, grad_norm: 5.3015 2021-06-19 21:28:11,046 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-03, eta: 1 day, 10:25:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 0.9728, loss: 0.9728, grad_norm: 5.3014 2021-06-19 21:28:22,189 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-03, eta: 1 day, 10:24:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9506, loss: 0.9506, grad_norm: 5.1743 2021-06-19 21:28:33,352 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-03, eta: 1 day, 10:24:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0504, loss: 1.0504, grad_norm: 5.4124 2021-06-19 21:28:44,487 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-03, eta: 1 day, 10:24:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9404, loss: 0.9404, grad_norm: 5.0636 2021-06-19 21:28:55,634 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-03, eta: 1 day, 10:24:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9718, loss: 0.9718, grad_norm: 5.2256 2021-06-19 21:29:06,784 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-03, eta: 1 day, 10:24:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9625, loss: 0.9625, grad_norm: 5.2754 2021-06-19 21:29:17,925 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-03, eta: 1 day, 10:23:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9250, loss_cls: 0.9554, loss: 0.9554, grad_norm: 5.3106 2021-06-19 21:29:29,064 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-03, eta: 1 day, 10:23:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 0.9560, loss: 0.9560, grad_norm: 5.0725 2021-06-19 21:29:40,194 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-03, eta: 1 day, 10:23:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8789, loss: 0.8789, grad_norm: 5.0030 2021-06-19 21:29:51,322 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-03, eta: 1 day, 10:23:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.8977, loss_cls: 0.9996, loss: 0.9996, grad_norm: 5.4098 2021-06-19 21:30:02,472 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-03, eta: 1 day, 10:23:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.8984, loss_cls: 1.0311, loss: 1.0311, grad_norm: 5.1778 2021-06-19 21:30:13,563 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-03, eta: 1 day, 10:22:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9771, loss: 0.9771, grad_norm: 5.1952 2021-06-19 21:30:24,716 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-03, eta: 1 day, 10:22:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9745, loss: 0.9745, grad_norm: 5.2478 2021-06-19 21:30:35,852 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-03, eta: 1 day, 10:22:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8869, loss: 0.8869, grad_norm: 5.0651 2021-06-19 21:30:46,986 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-03, eta: 1 day, 10:22:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9814, loss: 0.9814, grad_norm: 5.2635 2021-06-19 21:30:58,135 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-03, eta: 1 day, 10:22:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8861, loss: 0.8861, grad_norm: 5.1282 2021-06-19 21:31:09,277 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-03, eta: 1 day, 10:21:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8793, loss: 0.8793, grad_norm: 5.1032 2021-06-19 21:31:20,412 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-03, eta: 1 day, 10:21:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9224, loss: 0.9224, grad_norm: 5.0834 2021-06-19 21:31:31,557 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-03, eta: 1 day, 10:21:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9258, loss_cls: 0.8857, loss: 0.8857, grad_norm: 4.7890 2021-06-19 21:31:42,698 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-03, eta: 1 day, 10:21:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.3852 2021-06-19 21:31:53,878 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-03, eta: 1 day, 10:21:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0172, loss: 1.0172, grad_norm: 5.3134 2021-06-19 21:32:05,006 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-03, eta: 1 day, 10:20:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9600, loss: 0.9600, grad_norm: 5.1763 2021-06-19 21:32:16,157 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-03, eta: 1 day, 10:20:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 1.0249, loss: 1.0249, grad_norm: 5.3310 2021-06-19 21:32:27,302 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-03, eta: 1 day, 10:20:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9633, loss: 0.9633, grad_norm: 5.2049 2021-06-19 21:32:38,465 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-03, eta: 1 day, 10:20:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9049, loss: 0.9049, grad_norm: 5.1343 2021-06-19 21:32:49,633 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-03, eta: 1 day, 10:20:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9496, loss: 0.9496, grad_norm: 5.1806 2021-06-19 21:33:00,733 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-03, eta: 1 day, 10:19:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9234, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.2325 2021-06-19 21:33:11,884 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-03, eta: 1 day, 10:19:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0187, loss: 1.0187, grad_norm: 5.4511 2021-06-19 21:33:23,017 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-03, eta: 1 day, 10:19:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 1.0082, loss: 1.0082, grad_norm: 5.4081 2021-06-19 21:33:34,174 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-03, eta: 1 day, 10:19:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9148, loss_cls: 0.9281, loss: 0.9281, grad_norm: 4.9939 2021-06-19 21:33:45,318 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-03, eta: 1 day, 10:19:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9242, loss_cls: 0.9568, loss: 0.9568, grad_norm: 5.1015 2021-06-19 21:33:56,476 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-03, eta: 1 day, 10:18:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9629, loss: 0.9629, grad_norm: 5.3800 2021-06-19 21:34:07,606 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-03, eta: 1 day, 10:18:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.0467 2021-06-19 21:34:18,748 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-03, eta: 1 day, 10:18:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9607, loss: 0.9607, grad_norm: 5.0505 2021-06-19 21:34:29,874 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-03, eta: 1 day, 10:18:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8612, loss: 0.8612, grad_norm: 4.7855 2021-06-19 21:34:41,004 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-03, eta: 1 day, 10:18:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0533, loss: 1.0533, grad_norm: 5.3447 2021-06-19 21:34:52,138 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-03, eta: 1 day, 10:17:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9605, loss: 0.9605, grad_norm: 5.2364 2021-06-19 21:35:03,269 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-03, eta: 1 day, 10:17:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9429, loss: 0.9429, grad_norm: 5.2151 2021-06-19 21:35:14,420 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-03, eta: 1 day, 10:17:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9934, loss: 0.9934, grad_norm: 5.1780 2021-06-19 21:35:25,582 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-03, eta: 1 day, 10:17:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9992, loss: 0.9992, grad_norm: 5.2676 2021-06-19 21:35:36,739 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-03, eta: 1 day, 10:17:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0121, loss: 1.0121, grad_norm: 5.3185 2021-06-19 21:35:47,903 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-03, eta: 1 day, 10:16:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 0.9894, loss: 0.9894, grad_norm: 5.3791 2021-06-19 21:35:59,028 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-03, eta: 1 day, 10:16:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9187, loss_cls: 0.9158, loss: 0.9158, grad_norm: 5.0467 2021-06-19 21:36:10,160 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-03, eta: 1 day, 10:16:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9144, loss: 0.9144, grad_norm: 5.0700 2021-06-19 21:36:21,295 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-03, eta: 1 day, 10:16:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9337, loss: 0.9337, grad_norm: 5.1471 2021-06-19 21:36:32,446 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-03, eta: 1 day, 10:16:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9716, loss: 0.9716, grad_norm: 5.1377 2021-06-19 21:36:43,594 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-03, eta: 1 day, 10:15:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9566, loss: 0.9566, grad_norm: 5.1274 2021-06-19 21:36:54,739 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-03, eta: 1 day, 10:15:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9843, loss: 0.9843, grad_norm: 5.2220 2021-06-19 21:37:05,876 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-03, eta: 1 day, 10:15:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9642, loss: 0.9642, grad_norm: 5.2603 2021-06-19 21:37:17,007 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-03, eta: 1 day, 10:15:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9767, loss: 0.9767, grad_norm: 5.1607 2021-06-19 21:37:28,153 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-03, eta: 1 day, 10:15:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9215, loss: 0.9215, grad_norm: 5.1459 2021-06-19 21:37:39,301 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-03, eta: 1 day, 10:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9636, loss: 0.9636, grad_norm: 5.2030 2021-06-19 21:37:50,427 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-03, eta: 1 day, 10:14:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9858, loss: 0.9858, grad_norm: 5.4073 2021-06-19 21:38:01,579 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-03, eta: 1 day, 10:14:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.3594 2021-06-19 21:38:12,839 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-03, eta: 1 day, 10:14:18, time: 0.564, data_time: 0.008, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9830, loss: 0.9830, grad_norm: 5.2213 2021-06-19 21:38:24,002 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-03, eta: 1 day, 10:14:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 1.0161, loss: 1.0161, grad_norm: 5.4300 2021-06-19 21:38:35,680 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-06-19 21:39:57,987 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-03, eta: 1 day, 10:15:04, time: 4.076, data_time: 3.452, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9250, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.0200 2021-06-19 21:40:09,123 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-03, eta: 1 day, 10:14:52, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 0.9992, loss: 0.9992, grad_norm: 5.2264 2021-06-19 21:40:20,207 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-03, eta: 1 day, 10:14:40, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9117, loss_cls: 0.9199, loss: 0.9199, grad_norm: 5.0275 2021-06-19 21:40:31,306 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-03, eta: 1 day, 10:14:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9653, loss: 0.9653, grad_norm: 5.1997 2021-06-19 21:40:42,417 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-03, eta: 1 day, 10:14:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9227, loss_cls: 0.9040, loss: 0.9040, grad_norm: 5.0181 2021-06-19 21:40:53,537 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-03, eta: 1 day, 10:14:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 0.9751, loss: 0.9751, grad_norm: 5.2139 2021-06-19 21:41:04,659 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-03, eta: 1 day, 10:13:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9943, loss: 0.9943, grad_norm: 5.2129 2021-06-19 21:41:15,764 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-03, eta: 1 day, 10:13:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9164, loss_cls: 0.9105, loss: 0.9105, grad_norm: 5.0575 2021-06-19 21:41:26,887 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-03, eta: 1 day, 10:13:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9656, loss: 0.9656, grad_norm: 5.3793 2021-06-19 21:41:38,021 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-03, eta: 1 day, 10:13:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9232, loss: 0.9232, grad_norm: 5.2272 2021-06-19 21:41:49,156 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-03, eta: 1 day, 10:13:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0088, loss: 1.0088, grad_norm: 5.4099 2021-06-19 21:42:00,288 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-03, eta: 1 day, 10:12:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9998, loss: 0.9998, grad_norm: 5.4509 2021-06-19 21:42:11,411 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-03, eta: 1 day, 10:12:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0033, loss: 1.0033, grad_norm: 5.3460 2021-06-19 21:42:22,551 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-03, eta: 1 day, 10:12:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9076, loss: 0.9076, grad_norm: 5.0943 2021-06-19 21:42:33,698 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-03, eta: 1 day, 10:12:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9389, loss: 0.9389, grad_norm: 5.0387 2021-06-19 21:42:44,876 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-03, eta: 1 day, 10:12:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9705, loss: 0.9705, grad_norm: 5.2538 2021-06-19 21:42:56,020 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-03, eta: 1 day, 10:11:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9399, loss: 0.9399, grad_norm: 5.2646 2021-06-19 21:43:07,175 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-03, eta: 1 day, 10:11:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9475, loss: 0.9475, grad_norm: 5.1692 2021-06-19 21:43:18,306 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-03, eta: 1 day, 10:11:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 0.9389, loss: 0.9389, grad_norm: 5.1959 2021-06-19 21:43:29,476 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-03, eta: 1 day, 10:11:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9453, loss: 0.9453, grad_norm: 5.3503 2021-06-19 21:43:40,638 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-03, eta: 1 day, 10:11:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9547, loss: 0.9547, grad_norm: 5.3265 2021-06-19 21:43:51,783 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-03, eta: 1 day, 10:10:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9455, loss: 0.9455, grad_norm: 5.1981 2021-06-19 21:44:02,927 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-03, eta: 1 day, 10:10:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9850, loss: 0.9850, grad_norm: 5.3506 2021-06-19 21:44:14,060 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-03, eta: 1 day, 10:10:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9363, loss: 0.9363, grad_norm: 5.1726 2021-06-19 21:44:25,190 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-03, eta: 1 day, 10:10:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9244, loss: 0.9244, grad_norm: 5.0591 2021-06-19 21:44:36,348 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-03, eta: 1 day, 10:10:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9238, loss: 0.9238, grad_norm: 5.0951 2021-06-19 21:44:47,492 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-03, eta: 1 day, 10:09:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9242, loss_cls: 0.9057, loss: 0.9057, grad_norm: 5.2036 2021-06-19 21:44:58,633 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-03, eta: 1 day, 10:09:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9889, loss: 0.9889, grad_norm: 5.1817 2021-06-19 21:45:09,772 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-03, eta: 1 day, 10:09:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9137, loss: 0.9137, grad_norm: 5.0152 2021-06-19 21:45:20,909 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-03, eta: 1 day, 10:09:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8996, loss: 0.8996, grad_norm: 5.1784 2021-06-19 21:45:32,055 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-03, eta: 1 day, 10:09:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9070, loss: 0.9070, grad_norm: 5.0306 2021-06-19 21:45:43,216 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-03, eta: 1 day, 10:08:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9141, loss_cls: 0.9465, loss: 0.9465, grad_norm: 5.3564 2021-06-19 21:45:54,371 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-03, eta: 1 day, 10:08:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9195, loss_cls: 0.9670, loss: 0.9670, grad_norm: 5.4964 2021-06-19 21:46:05,497 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-03, eta: 1 day, 10:08:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 0.9989, loss: 0.9989, grad_norm: 5.2061 2021-06-19 21:46:16,617 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-03, eta: 1 day, 10:08:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9643, loss: 0.9643, grad_norm: 5.3569 2021-06-19 21:46:27,766 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-03, eta: 1 day, 10:08:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.0072 2021-06-19 21:46:38,916 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-03, eta: 1 day, 10:07:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9281, loss: 0.9281, grad_norm: 5.2336 2021-06-19 21:46:50,062 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-03, eta: 1 day, 10:07:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9148, loss: 0.9148, grad_norm: 5.3159 2021-06-19 21:47:01,183 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-03, eta: 1 day, 10:07:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8846, loss: 0.8846, grad_norm: 5.1823 2021-06-19 21:47:12,326 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-03, eta: 1 day, 10:07:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 0.9977, loss: 0.9977, grad_norm: 5.4377 2021-06-19 21:47:23,445 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-03, eta: 1 day, 10:07:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9148, loss_cls: 0.8841, loss: 0.8841, grad_norm: 5.0686 2021-06-19 21:47:34,583 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-03, eta: 1 day, 10:06:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9039, loss_cls: 0.9934, loss: 0.9934, grad_norm: 5.1587 2021-06-19 21:47:45,717 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-03, eta: 1 day, 10:06:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9294, loss: 0.9294, grad_norm: 5.3375 2021-06-19 21:47:56,846 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-03, eta: 1 day, 10:06:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9141, loss: 0.9141, grad_norm: 5.2355 2021-06-19 21:48:07,984 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-03, eta: 1 day, 10:06:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9125, loss_cls: 0.9472, loss: 0.9472, grad_norm: 5.2218 2021-06-19 21:48:19,113 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-03, eta: 1 day, 10:06:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9705, loss: 0.9705, grad_norm: 5.2566 2021-06-19 21:48:30,251 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-03, eta: 1 day, 10:05:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.8929, loss: 0.8929, grad_norm: 5.0535 2021-06-19 21:48:41,388 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-03, eta: 1 day, 10:05:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0031, loss: 1.0031, grad_norm: 5.3581 2021-06-19 21:48:52,499 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-03, eta: 1 day, 10:05:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9835, loss: 0.9835, grad_norm: 5.3374 2021-06-19 21:49:03,598 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-03, eta: 1 day, 10:05:15, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.2814 2021-06-19 21:49:14,680 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-03, eta: 1 day, 10:05:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9426, loss: 0.9426, grad_norm: 5.2423 2021-06-19 21:49:25,776 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-03, eta: 1 day, 10:04:51, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9943, loss: 0.9943, grad_norm: 5.2467 2021-06-19 21:49:36,910 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-03, eta: 1 day, 10:04:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 1.0102, loss: 1.0102, grad_norm: 5.4477 2021-06-19 21:49:48,044 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-03, eta: 1 day, 10:04:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9160, loss: 0.9160, grad_norm: 5.1627 2021-06-19 21:49:59,189 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-03, eta: 1 day, 10:04:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9557, loss: 0.9557, grad_norm: 5.3107 2021-06-19 21:50:10,348 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-03, eta: 1 day, 10:04:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9113, loss: 0.9113, grad_norm: 5.2404 2021-06-19 21:50:21,475 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-03, eta: 1 day, 10:03:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9935, loss: 0.9935, grad_norm: 5.4733 2021-06-19 21:50:32,615 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-03, eta: 1 day, 10:03:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9320, loss_cls: 0.8559, loss: 0.8559, grad_norm: 4.9516 2021-06-19 21:50:43,742 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-03, eta: 1 day, 10:03:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9852, loss: 0.9852, grad_norm: 5.1942 2021-06-19 21:50:54,892 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-03, eta: 1 day, 10:03:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.9122, loss: 0.9122, grad_norm: 5.2071 2021-06-19 21:51:06,046 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-03, eta: 1 day, 10:03:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9078, loss_cls: 0.9701, loss: 0.9701, grad_norm: 5.0006 2021-06-19 21:51:17,178 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-03, eta: 1 day, 10:02:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.9490, loss: 0.9490, grad_norm: 5.1413 2021-06-19 21:51:28,316 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-03, eta: 1 day, 10:02:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9117, loss_cls: 1.0048, loss: 1.0048, grad_norm: 5.4551 2021-06-19 21:51:39,453 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-03, eta: 1 day, 10:02:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.9331, loss: 0.9331, grad_norm: 5.0504 2021-06-19 21:51:50,580 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-03, eta: 1 day, 10:02:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8902, loss: 0.8902, grad_norm: 5.0630 2021-06-19 21:52:01,717 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-03, eta: 1 day, 10:02:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9555, loss: 0.9555, grad_norm: 5.1982 2021-06-19 21:52:12,860 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-03, eta: 1 day, 10:01:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.1030 2021-06-19 21:52:24,005 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-03, eta: 1 day, 10:01:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9665, loss: 0.9665, grad_norm: 5.2492 2021-06-19 21:52:35,142 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-03, eta: 1 day, 10:01:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9971, loss: 0.9971, grad_norm: 5.3491 2021-06-19 21:52:46,320 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-03, eta: 1 day, 10:01:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9782, loss: 0.9782, grad_norm: 5.1489 2021-06-19 21:52:57,486 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-03, eta: 1 day, 10:01:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9692, loss: 0.9692, grad_norm: 5.3387 2021-06-19 21:53:08,628 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-03, eta: 1 day, 10:00:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.9197, loss: 0.9197, grad_norm: 5.3153 2021-06-19 21:53:19,771 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-03, eta: 1 day, 10:00:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9629, loss: 0.9629, grad_norm: 5.2968 2021-06-19 21:53:30,905 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-03, eta: 1 day, 10:00:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9759, loss: 0.9759, grad_norm: 5.4569 2021-06-19 21:53:42,030 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-03, eta: 1 day, 10:00:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9658, loss: 0.9658, grad_norm: 5.1948 2021-06-19 21:53:53,193 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-03, eta: 1 day, 10:00:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9494, loss: 0.9494, grad_norm: 5.2529 2021-06-19 21:54:04,332 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-03, eta: 1 day, 9:59:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9400, loss: 0.9400, grad_norm: 5.2936 2021-06-19 21:54:15,462 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-03, eta: 1 day, 9:59:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9501, loss: 0.9501, grad_norm: 5.3700 2021-06-19 21:54:26,607 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-03, eta: 1 day, 9:59:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.9000, loss: 0.9000, grad_norm: 5.1314 2021-06-19 21:54:37,755 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-03, eta: 1 day, 9:59:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9773, loss: 0.9773, grad_norm: 5.4382 2021-06-19 21:54:48,926 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-03, eta: 1 day, 9:59:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0676, loss: 1.0676, grad_norm: 5.4800 2021-06-19 21:55:00,070 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-03, eta: 1 day, 9:58:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9688, loss: 0.9688, grad_norm: 5.2722 2021-06-19 21:55:11,204 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-03, eta: 1 day, 9:58:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9957, loss: 0.9957, grad_norm: 5.2336 2021-06-19 21:55:22,354 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-03, eta: 1 day, 9:58:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9889, loss: 0.9889, grad_norm: 5.4218 2021-06-19 21:55:33,495 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-03, eta: 1 day, 9:58:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9949, loss: 0.9949, grad_norm: 5.4535 2021-06-19 21:55:44,639 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-03, eta: 1 day, 9:58:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9732, loss: 0.9732, grad_norm: 5.2214 2021-06-19 21:55:55,782 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-03, eta: 1 day, 9:57:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.9633 2021-06-19 21:56:06,912 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-03, eta: 1 day, 9:57:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9227, loss_cls: 0.9581, loss: 0.9581, grad_norm: 5.4396 2021-06-19 21:56:18,047 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-03, eta: 1 day, 9:57:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9242, loss_cls: 0.9048, loss: 0.9048, grad_norm: 5.2596 2021-06-19 21:56:29,233 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-03, eta: 1 day, 9:57:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0235, loss: 1.0235, grad_norm: 5.3708 2021-06-19 21:56:40,364 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-03, eta: 1 day, 9:57:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9620, loss: 0.9620, grad_norm: 5.3170 2021-06-19 21:56:51,504 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-03, eta: 1 day, 9:56:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9444, loss: 0.9444, grad_norm: 5.3000 2021-06-19 21:57:02,648 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-03, eta: 1 day, 9:56:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9579, loss: 0.9579, grad_norm: 5.4723 2021-06-19 21:57:13,777 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-03, eta: 1 day, 9:56:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9141, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.5290 2021-06-19 21:57:24,910 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-03, eta: 1 day, 9:56:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.3228 2021-06-19 21:57:36,063 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-03, eta: 1 day, 9:56:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0091, loss: 1.0091, grad_norm: 5.4788 2021-06-19 21:57:47,202 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-03, eta: 1 day, 9:55:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 1.0279, loss: 1.0279, grad_norm: 5.3396 2021-06-19 21:57:58,338 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-03, eta: 1 day, 9:55:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.6204 2021-06-19 21:58:09,477 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-03, eta: 1 day, 9:55:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.8925, loss: 0.8925, grad_norm: 5.1583 2021-06-19 21:58:20,628 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-03, eta: 1 day, 9:55:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9559, loss: 0.9559, grad_norm: 5.2072 2021-06-19 21:58:31,760 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-03, eta: 1 day, 9:55:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9234, loss_cls: 0.9405, loss: 0.9405, grad_norm: 5.2620 2021-06-19 21:58:42,901 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-03, eta: 1 day, 9:54:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9133, loss_cls: 0.9328, loss: 0.9328, grad_norm: 5.0398 2021-06-19 21:58:54,030 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-03, eta: 1 day, 9:54:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0468, loss: 1.0468, grad_norm: 5.4136 2021-06-19 21:59:05,165 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-03, eta: 1 day, 9:54:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9666, loss: 0.9666, grad_norm: 5.3517 2021-06-19 21:59:16,288 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-03, eta: 1 day, 9:54:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9384, loss: 0.9384, grad_norm: 5.3225 2021-06-19 21:59:27,448 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-03, eta: 1 day, 9:54:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9565, loss: 0.9565, grad_norm: 5.3028 2021-06-19 21:59:38,599 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-03, eta: 1 day, 9:53:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0076, loss: 1.0076, grad_norm: 5.3439 2021-06-19 21:59:49,744 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-03, eta: 1 day, 9:53:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9328, loss: 0.9328, grad_norm: 5.2572 2021-06-19 22:00:00,891 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-03, eta: 1 day, 9:53:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.8969, loss_cls: 0.9821, loss: 0.9821, grad_norm: 5.1339 2021-06-19 22:00:12,038 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-03, eta: 1 day, 9:53:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9214, loss: 0.9214, grad_norm: 5.0459 2021-06-19 22:00:23,159 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-03, eta: 1 day, 9:53:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.9062, loss: 0.9062, grad_norm: 5.2241 2021-06-19 22:00:34,293 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-03, eta: 1 day, 9:52:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9852, loss: 0.9852, grad_norm: 5.3957 2021-06-19 22:00:45,419 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-03, eta: 1 day, 9:52:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 0.9888, loss: 0.9888, grad_norm: 5.3257 2021-06-19 22:00:56,571 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-03, eta: 1 day, 9:52:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9687, loss: 0.9687, grad_norm: 5.3345 2021-06-19 22:01:07,719 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-03, eta: 1 day, 9:52:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9864, loss: 0.9864, grad_norm: 5.2662 2021-06-19 22:01:18,867 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-03, eta: 1 day, 9:52:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9054, loss: 0.9054, grad_norm: 5.0599 2021-06-19 22:01:29,999 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-03, eta: 1 day, 9:51:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9400, loss: 0.9400, grad_norm: 5.3699 2021-06-19 22:01:41,129 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-03, eta: 1 day, 9:51:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9513, loss: 0.9513, grad_norm: 5.2565 2021-06-19 22:01:52,290 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-03, eta: 1 day, 9:51:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9375, loss_cls: 0.8493, loss: 0.8493, grad_norm: 5.0116 2021-06-19 22:02:03,456 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-03, eta: 1 day, 9:51:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0319, loss: 1.0319, grad_norm: 5.3587 2021-06-19 22:02:14,556 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-03, eta: 1 day, 9:51:03, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9624, loss: 0.9624, grad_norm: 5.2537 2021-06-19 22:02:25,725 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-03, eta: 1 day, 9:50:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9652, loss: 0.9652, grad_norm: 5.2395 2021-06-19 22:02:36,863 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-03, eta: 1 day, 9:50:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9851, loss: 0.9851, grad_norm: 5.5811 2021-06-19 22:02:47,998 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-03, eta: 1 day, 9:50:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 1.0089, loss: 1.0089, grad_norm: 5.5237 2021-06-19 22:02:59,145 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-03, eta: 1 day, 9:50:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.9037, loss: 0.9037, grad_norm: 5.1408 2021-06-19 22:03:10,298 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-03, eta: 1 day, 9:50:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9890, loss: 0.9890, grad_norm: 5.3335 2021-06-19 22:03:21,436 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-03, eta: 1 day, 9:49:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9437, loss: 0.9437, grad_norm: 5.0928 2021-06-19 22:03:32,589 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-03, eta: 1 day, 9:49:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9737, loss: 0.9737, grad_norm: 5.3979 2021-06-19 22:03:43,729 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-03, eta: 1 day, 9:49:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0369, loss: 1.0369, grad_norm: 5.3897 2021-06-19 22:03:54,876 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-03, eta: 1 day, 9:49:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 1.0001, loss: 1.0001, grad_norm: 5.3857 2021-06-19 22:04:06,017 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-03, eta: 1 day, 9:49:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 0.9666, loss: 0.9666, grad_norm: 5.0845 2021-06-19 22:04:17,150 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-03, eta: 1 day, 9:48:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 1.0174, loss: 1.0174, grad_norm: 5.5919 2021-06-19 22:04:28,303 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-03, eta: 1 day, 9:48:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9232, loss: 0.9232, grad_norm: 5.3207 2021-06-19 22:04:39,463 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-03, eta: 1 day, 9:48:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9234, loss_cls: 0.9480, loss: 0.9480, grad_norm: 5.1780 2021-06-19 22:04:50,597 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-03, eta: 1 day, 9:48:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9358, loss: 0.9358, grad_norm: 5.0734 2021-06-19 22:05:01,755 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-03, eta: 1 day, 9:48:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9180, loss_cls: 0.8849, loss: 0.8849, grad_norm: 5.0738 2021-06-19 22:05:12,921 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-03, eta: 1 day, 9:47:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9975, loss: 0.9975, grad_norm: 5.3509 2021-06-19 22:05:24,060 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-03, eta: 1 day, 9:47:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9590, loss: 0.9590, grad_norm: 5.2149 2021-06-19 22:05:35,181 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-03, eta: 1 day, 9:47:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9429, loss: 0.9429, grad_norm: 5.2417 2021-06-19 22:05:46,334 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-03, eta: 1 day, 9:47:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 0.9862, loss: 0.9862, grad_norm: 5.2666 2021-06-19 22:05:57,482 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-03, eta: 1 day, 9:47:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9851, loss: 0.9851, grad_norm: 5.3164 2021-06-19 22:06:08,631 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-03, eta: 1 day, 9:46:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0110, loss: 1.0110, grad_norm: 5.4488 2021-06-19 22:06:19,768 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-03, eta: 1 day, 9:46:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8984, loss_cls: 1.0090, loss: 1.0090, grad_norm: 5.4035 2021-06-19 22:06:30,916 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-03, eta: 1 day, 9:46:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9273, loss: 0.9273, grad_norm: 5.2939 2021-06-19 22:06:42,060 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-03, eta: 1 day, 9:46:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9189, loss: 0.9189, grad_norm: 5.3399 2021-06-19 22:06:53,195 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-03, eta: 1 day, 9:46:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9312, loss: 0.9312, grad_norm: 5.3126 2021-06-19 22:07:04,301 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-03, eta: 1 day, 9:45:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9429, loss: 0.9429, grad_norm: 5.3114 2021-06-19 22:07:15,424 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-03, eta: 1 day, 9:45:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9663, loss: 0.9663, grad_norm: 5.2509 2021-06-19 22:07:26,588 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-03, eta: 1 day, 9:45:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9258, loss_cls: 0.9368, loss: 0.9368, grad_norm: 5.3394 2021-06-19 22:07:37,742 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-03, eta: 1 day, 9:45:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9643, loss: 0.9643, grad_norm: 5.3352 2021-06-19 22:07:48,943 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-03, eta: 1 day, 9:45:04, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.9378, loss: 0.9378, grad_norm: 5.2800 2021-06-19 22:08:00,027 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-03, eta: 1 day, 9:44:52, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9323, loss: 0.9323, grad_norm: 5.4553 2021-06-19 22:08:11,161 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-03, eta: 1 day, 9:44:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9784, loss: 0.9784, grad_norm: 5.1906 2021-06-19 22:08:22,298 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-03, eta: 1 day, 9:44:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9528, loss: 0.9528, grad_norm: 5.4430 2021-06-19 22:08:33,451 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-03, eta: 1 day, 9:44:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9801, loss: 0.9801, grad_norm: 5.3636 2021-06-19 22:08:44,573 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-03, eta: 1 day, 9:44:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0196, loss: 1.0196, grad_norm: 5.4966 2021-06-19 22:08:55,706 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-03, eta: 1 day, 9:43:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9222, loss: 0.9222, grad_norm: 5.1709 2021-06-19 22:09:06,850 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-03, eta: 1 day, 9:43:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9515, loss: 0.9515, grad_norm: 5.1475 2021-06-19 22:09:18,010 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-03, eta: 1 day, 9:43:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9949, loss: 0.9949, grad_norm: 5.3126 2021-06-19 22:09:29,147 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-03, eta: 1 day, 9:43:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0239, loss: 1.0239, grad_norm: 5.3986 2021-06-19 22:09:40,282 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-03, eta: 1 day, 9:43:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9349, loss: 0.9349, grad_norm: 5.3165 2021-06-19 22:09:51,403 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-03, eta: 1 day, 9:42:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9195, loss_cls: 0.9868, loss: 0.9868, grad_norm: 5.4992 2021-06-19 22:10:02,540 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-03, eta: 1 day, 9:42:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9436, loss: 0.9436, grad_norm: 5.1417 2021-06-19 22:10:13,695 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-03, eta: 1 day, 9:42:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0114, loss: 1.0114, grad_norm: 5.4775 2021-06-19 22:10:24,850 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-03, eta: 1 day, 9:42:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9628, loss: 0.9628, grad_norm: 5.3466 2021-06-19 22:10:36,005 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-03, eta: 1 day, 9:42:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9796, loss: 0.9796, grad_norm: 5.2613 2021-06-19 22:10:47,139 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-03, eta: 1 day, 9:41:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8394, loss: 0.8394, grad_norm: 5.0112 2021-06-19 22:10:58,273 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-03, eta: 1 day, 9:41:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9336, loss_cls: 0.8319, loss: 0.8319, grad_norm: 5.0286 2021-06-19 22:11:09,434 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-03, eta: 1 day, 9:41:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9102, loss_cls: 0.9494, loss: 0.9494, grad_norm: 5.1700 2021-06-19 22:11:20,555 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-03, eta: 1 day, 9:41:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9947, loss: 0.9947, grad_norm: 5.4321 2021-06-19 22:11:31,690 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-03, eta: 1 day, 9:41:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9738, loss: 0.9738, grad_norm: 5.5296 2021-06-19 22:11:42,820 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-03, eta: 1 day, 9:40:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9981, loss: 0.9981, grad_norm: 5.3454 2021-06-19 22:11:53,966 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-03, eta: 1 day, 9:40:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9124, loss: 0.9124, grad_norm: 5.1300 2021-06-19 22:12:05,104 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-03, eta: 1 day, 9:40:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9716, loss: 0.9716, grad_norm: 5.3041 2021-06-19 22:12:16,258 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-03, eta: 1 day, 9:40:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9614, loss: 0.9614, grad_norm: 5.4887 2021-06-19 22:12:27,401 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-03, eta: 1 day, 9:40:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.0624, loss: 1.0624, grad_norm: 5.4948 2021-06-19 22:12:38,540 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-03, eta: 1 day, 9:39:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9305, loss_cls: 0.8787, loss: 0.8787, grad_norm: 5.2987 2021-06-19 22:12:49,675 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-03, eta: 1 day, 9:39:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9385, loss: 0.9385, grad_norm: 5.3698 2021-06-19 22:13:00,827 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-03, eta: 1 day, 9:39:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9454, loss: 0.9454, grad_norm: 5.2772 2021-06-19 22:13:11,968 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-03, eta: 1 day, 9:39:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8614, loss: 0.8614, grad_norm: 4.9792 2021-06-19 22:13:23,108 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-03, eta: 1 day, 9:39:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9179, loss: 0.9179, grad_norm: 5.2483 2021-06-19 22:13:34,234 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-03, eta: 1 day, 9:38:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 0.9992, loss: 0.9992, grad_norm: 5.3218 2021-06-19 22:13:45,377 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-03, eta: 1 day, 9:38:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.9331, loss: 0.9331, grad_norm: 5.2029 2021-06-19 22:13:56,517 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-03, eta: 1 day, 9:38:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0299, loss: 1.0299, grad_norm: 5.8099 2021-06-19 22:14:07,664 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-03, eta: 1 day, 9:38:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9401, loss: 0.9401, grad_norm: 5.4154 2021-06-19 22:14:18,792 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-03, eta: 1 day, 9:38:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9056, loss: 0.9056, grad_norm: 5.1466 2021-06-19 22:14:29,911 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-03, eta: 1 day, 9:37:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 0.9848, loss: 0.9848, grad_norm: 5.2200 2021-06-19 22:14:46,787 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-06-19 22:16:49,947 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-03, eta: 1 day, 9:39:40, time: 6.121, data_time: 5.511, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9294, loss: 0.9294, grad_norm: 5.0819 2021-06-19 22:17:01,056 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-03, eta: 1 day, 9:39:28, time: 0.556, data_time: 0.005, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9688, loss: 0.9688, grad_norm: 5.4210 2021-06-19 22:17:12,143 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-03, eta: 1 day, 9:39:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9463, loss: 0.9463, grad_norm: 5.3124 2021-06-19 22:17:23,254 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-03, eta: 1 day, 9:39:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9838, loss: 0.9838, grad_norm: 5.3994 2021-06-19 22:17:34,414 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-03, eta: 1 day, 9:38:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 1.0012, loss: 1.0012, grad_norm: 5.4411 2021-06-19 22:17:45,490 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-03, eta: 1 day, 9:38:40, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9236, loss: 0.9236, grad_norm: 5.2473 2021-06-19 22:17:56,617 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-03, eta: 1 day, 9:38:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8697, loss: 0.8697, grad_norm: 5.1247 2021-06-19 22:18:07,742 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-03, eta: 1 day, 9:38:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9338, loss: 0.9338, grad_norm: 5.2450 2021-06-19 22:18:18,871 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-03, eta: 1 day, 9:38:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8858, loss: 0.8858, grad_norm: 5.2744 2021-06-19 22:18:29,994 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-03, eta: 1 day, 9:37:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9328, loss_cls: 0.9157, loss: 0.9157, grad_norm: 5.2340 2021-06-19 22:18:41,134 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-03, eta: 1 day, 9:37:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0047, loss: 1.0047, grad_norm: 5.4426 2021-06-19 22:18:52,251 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-03, eta: 1 day, 9:37:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.9343, loss: 0.9343, grad_norm: 5.3093 2021-06-19 22:19:03,385 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-03, eta: 1 day, 9:37:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9524, loss: 0.9524, grad_norm: 5.4577 2021-06-19 22:19:14,519 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-03, eta: 1 day, 9:37:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9406, loss: 0.9406, grad_norm: 5.2628 2021-06-19 22:19:25,674 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-03, eta: 1 day, 9:36:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9273, loss_cls: 0.9092, loss: 0.9092, grad_norm: 5.1471 2021-06-19 22:19:36,841 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-03, eta: 1 day, 9:36:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.9247, loss: 0.9247, grad_norm: 5.4093 2021-06-19 22:19:47,942 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-03, eta: 1 day, 9:36:28, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9498, loss: 0.9498, grad_norm: 5.2744 2021-06-19 22:19:59,079 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-03, eta: 1 day, 9:36:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.8984, loss_cls: 1.0129, loss: 1.0129, grad_norm: 5.3955 2021-06-19 22:20:11,060 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-03, eta: 1 day, 9:36:05, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9102, loss_cls: 0.9734, loss: 0.9734, grad_norm: 5.2768 2021-06-19 22:20:22,206 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-03, eta: 1 day, 9:35:53, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9693, loss: 0.9693, grad_norm: 5.3108 2021-06-19 22:20:33,355 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-03, eta: 1 day, 9:35:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8614, loss: 0.8614, grad_norm: 5.1150 2021-06-19 22:20:44,503 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-03, eta: 1 day, 9:35:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 0.9858, loss: 0.9858, grad_norm: 5.4515 2021-06-19 22:20:55,636 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-03, eta: 1 day, 9:35:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9290, loss: 0.9290, grad_norm: 5.3634 2021-06-19 22:21:06,771 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-03, eta: 1 day, 9:35:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9062, loss_cls: 0.9777, loss: 0.9777, grad_norm: 5.3315 2021-06-19 22:21:17,899 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-03, eta: 1 day, 9:34:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9492, loss: 0.9492, grad_norm: 5.4107 2021-06-19 22:21:29,053 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-03, eta: 1 day, 9:34:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0171, loss: 1.0171, grad_norm: 5.6024 2021-06-19 22:21:40,203 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-03, eta: 1 day, 9:34:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.3474 2021-06-19 22:21:51,345 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-03, eta: 1 day, 9:34:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9102, loss_cls: 0.9098, loss: 0.9098, grad_norm: 5.1656 2021-06-19 22:22:02,478 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-03, eta: 1 day, 9:34:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9991, loss: 0.9991, grad_norm: 5.3137 2021-06-19 22:22:13,615 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-03, eta: 1 day, 9:33:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9281, loss_cls: 0.9076, loss: 0.9076, grad_norm: 5.3673 2021-06-19 22:22:24,782 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-03, eta: 1 day, 9:33:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0300, loss: 1.0300, grad_norm: 5.6867 2021-06-19 22:22:35,881 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-03, eta: 1 day, 9:33:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.9343, loss: 0.9343, grad_norm: 5.1242 2021-06-19 22:22:47,054 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-03, eta: 1 day, 9:33:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9359, loss: 0.9359, grad_norm: 5.3240 2021-06-19 22:22:58,189 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-03, eta: 1 day, 9:33:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9340, loss: 0.9340, grad_norm: 5.3333 2021-06-19 22:23:09,328 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-03, eta: 1 day, 9:32:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0237, loss: 1.0237, grad_norm: 5.5803 2021-06-19 22:23:20,450 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-03, eta: 1 day, 9:32:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0294, loss: 1.0294, grad_norm: 5.6041 2021-06-19 22:23:31,605 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-03, eta: 1 day, 9:32:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9640, loss: 0.9640, grad_norm: 5.3523 2021-06-19 22:23:42,740 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-03, eta: 1 day, 9:32:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9282, loss: 0.9282, grad_norm: 5.3535 2021-06-19 22:23:53,885 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-03, eta: 1 day, 9:32:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9155, loss: 0.9155, grad_norm: 5.3721 2021-06-19 22:24:05,086 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-03, eta: 1 day, 9:31:53, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9008, loss_cls: 0.9970, loss: 0.9970, grad_norm: 5.2167 2021-06-19 22:24:16,172 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-03, eta: 1 day, 9:31:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9836, loss: 0.9836, grad_norm: 5.3759 2021-06-19 22:24:27,315 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-03, eta: 1 day, 9:31:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.8958, loss: 0.8958, grad_norm: 5.1699 2021-06-19 22:24:38,446 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-03, eta: 1 day, 9:31:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9668, loss: 0.9668, grad_norm: 5.3040 2021-06-19 22:24:49,594 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-03, eta: 1 day, 9:31:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9732, loss: 0.9732, grad_norm: 5.3886 2021-06-19 22:25:00,725 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-03, eta: 1 day, 9:30:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9352, loss_cls: 0.8381, loss: 0.8381, grad_norm: 5.0287 2021-06-19 22:25:11,882 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-03, eta: 1 day, 9:30:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9297, loss_cls: 0.8416, loss: 0.8416, grad_norm: 5.1460 2021-06-19 22:25:23,025 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-03, eta: 1 day, 9:30:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9328, loss_cls: 0.9214, loss: 0.9214, grad_norm: 5.5587 2021-06-19 22:25:34,180 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-03, eta: 1 day, 9:30:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9102, loss_cls: 0.9750, loss: 0.9750, grad_norm: 5.3772 2021-06-19 22:25:45,329 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-03, eta: 1 day, 9:30:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9109, loss_cls: 0.9267, loss: 0.9267, grad_norm: 5.2893 2021-06-19 22:25:56,497 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-03, eta: 1 day, 9:29:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 1.0027, loss: 1.0027, grad_norm: 5.7166 2021-06-19 22:26:07,653 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-03, eta: 1 day, 9:29:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9484, loss: 0.9484, grad_norm: 5.2063 2021-06-19 22:26:18,788 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-03, eta: 1 day, 9:29:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9512, loss: 0.9512, grad_norm: 5.3863 2021-06-19 22:26:29,918 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-03, eta: 1 day, 9:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9579, loss: 0.9579, grad_norm: 5.2244 2021-06-19 22:26:41,068 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-03, eta: 1 day, 9:29:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9250, loss_cls: 0.9392, loss: 0.9392, grad_norm: 5.3788 2021-06-19 22:26:52,232 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-03, eta: 1 day, 9:28:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.9269, loss: 0.9269, grad_norm: 5.3346 2021-06-19 22:27:03,367 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-03, eta: 1 day, 9:28:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8972, loss: 0.8972, grad_norm: 5.0716 2021-06-19 22:27:14,467 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-03, eta: 1 day, 9:28:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0144, loss: 1.0144, grad_norm: 5.3589 2021-06-19 22:27:25,592 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-03, eta: 1 day, 9:28:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.8969, loss: 0.8969, grad_norm: 5.3713 2021-06-19 22:27:36,755 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-03, eta: 1 day, 9:28:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9199, loss: 0.9199, grad_norm: 5.1762 2021-06-19 22:27:47,901 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-03, eta: 1 day, 9:27:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9652, loss: 0.9652, grad_norm: 5.2568 2021-06-19 22:27:59,036 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-03, eta: 1 day, 9:27:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.9017, loss: 0.9017, grad_norm: 5.3522 2021-06-19 22:28:10,174 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-03, eta: 1 day, 9:27:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9344, loss_cls: 0.8894, loss: 0.8894, grad_norm: 5.2105 2021-06-19 22:28:21,311 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-03, eta: 1 day, 9:27:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9860, loss: 0.9860, grad_norm: 5.5330 2021-06-19 22:28:32,467 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-03, eta: 1 day, 9:27:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.8973, loss: 0.8973, grad_norm: 5.3260 2021-06-19 22:28:43,608 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-03, eta: 1 day, 9:26:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9117, loss_cls: 0.9516, loss: 0.9516, grad_norm: 5.3128 2021-06-19 22:28:54,751 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-03, eta: 1 day, 9:26:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.9034, loss: 0.9034, grad_norm: 5.0981 2021-06-19 22:29:05,879 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-03, eta: 1 day, 9:26:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9254, loss: 0.9254, grad_norm: 5.3218 2021-06-19 22:29:17,029 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-03, eta: 1 day, 9:26:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9195, loss_cls: 0.9145, loss: 0.9145, grad_norm: 5.2726 2021-06-19 22:29:28,188 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-03, eta: 1 day, 9:26:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9634, loss: 0.9634, grad_norm: 5.5739 2021-06-19 22:29:39,358 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-03, eta: 1 day, 9:25:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.9222, loss: 0.9222, grad_norm: 5.2194 2021-06-19 22:29:50,502 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-03, eta: 1 day, 9:25:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9503, loss: 0.9503, grad_norm: 5.1222 2021-06-19 22:30:01,640 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-03, eta: 1 day, 9:25:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9148, loss: 0.9148, grad_norm: 5.1937 2021-06-19 22:30:12,851 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-03, eta: 1 day, 9:25:17, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9711, loss: 0.9711, grad_norm: 5.4643 2021-06-19 22:30:23,999 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-03, eta: 1 day, 9:25:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9086, loss_cls: 0.9422, loss: 0.9422, grad_norm: 5.4606 2021-06-19 22:30:35,137 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-03, eta: 1 day, 9:24:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9640, loss: 0.9640, grad_norm: 5.2308 2021-06-19 22:30:46,274 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-03, eta: 1 day, 9:24:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9332, loss: 0.9332, grad_norm: 5.2439 2021-06-19 22:30:57,400 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-03, eta: 1 day, 9:24:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.9088, loss: 0.9088, grad_norm: 5.2063 2021-06-19 22:31:08,554 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-03, eta: 1 day, 9:24:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.9129, loss: 0.9129, grad_norm: 5.3824 2021-06-19 22:31:19,668 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-03, eta: 1 day, 9:24:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9388, loss: 0.9388, grad_norm: 5.2483 2021-06-19 22:31:30,818 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-03, eta: 1 day, 9:23:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9651, loss: 0.9651, grad_norm: 5.3861 2021-06-19 22:31:41,955 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-03, eta: 1 day, 9:23:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8811, loss: 0.8811, grad_norm: 5.0903 2021-06-19 22:31:53,103 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-03, eta: 1 day, 9:23:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9838, loss: 0.9838, grad_norm: 5.5208 2021-06-19 22:32:04,238 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-03, eta: 1 day, 9:23:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9365, loss: 0.9365, grad_norm: 5.4140 2021-06-19 22:32:15,379 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-03, eta: 1 day, 9:23:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0340, loss: 1.0340, grad_norm: 5.4809 2021-06-19 22:32:26,542 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-03, eta: 1 day, 9:22:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9514, loss: 0.9514, grad_norm: 5.2764 2021-06-19 22:32:37,685 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-03, eta: 1 day, 9:22:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9297, loss_cls: 0.9322, loss: 0.9322, grad_norm: 5.3730 2021-06-19 22:32:48,806 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-03, eta: 1 day, 9:22:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.9052, loss: 0.9052, grad_norm: 5.2358 2021-06-19 22:32:59,955 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-03, eta: 1 day, 9:22:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9031, loss_cls: 1.0046, loss: 1.0046, grad_norm: 5.3655 2021-06-19 22:33:11,097 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-03, eta: 1 day, 9:22:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9435, loss: 0.9435, grad_norm: 5.1733 2021-06-19 22:33:22,245 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-03, eta: 1 day, 9:21:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9362, loss: 0.9362, grad_norm: 5.2853 2021-06-19 22:33:33,386 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-03, eta: 1 day, 9:21:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9239, loss: 0.9239, grad_norm: 5.1580 2021-06-19 22:33:44,515 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-03, eta: 1 day, 9:21:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9674, loss: 0.9674, grad_norm: 5.3972 2021-06-19 22:33:55,665 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-03, eta: 1 day, 9:21:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9094, loss_cls: 0.9330, loss: 0.9330, grad_norm: 5.2097 2021-06-19 22:34:06,819 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-03, eta: 1 day, 9:21:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9203, loss_cls: 0.9685, loss: 0.9685, grad_norm: 5.4140 2021-06-19 22:34:17,970 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-03, eta: 1 day, 9:20:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.8917, loss: 0.8917, grad_norm: 5.1754 2021-06-19 22:34:29,111 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-03, eta: 1 day, 9:20:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9452, loss: 0.9452, grad_norm: 5.3352 2021-06-19 22:34:40,235 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-03, eta: 1 day, 9:20:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9242, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.2753 2021-06-19 22:34:51,364 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-03, eta: 1 day, 9:20:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8746, loss: 0.8746, grad_norm: 5.2472 2021-06-19 22:35:02,517 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-03, eta: 1 day, 9:20:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9117, loss_cls: 0.9078, loss: 0.9078, grad_norm: 5.2386 2021-06-19 22:35:13,663 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-03, eta: 1 day, 9:19:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9898, loss: 0.9898, grad_norm: 5.4867 2021-06-19 22:35:24,804 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-03, eta: 1 day, 9:19:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0275, loss: 1.0275, grad_norm: 5.5090 2021-06-19 22:35:35,937 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-03, eta: 1 day, 9:19:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9282, loss: 0.9282, grad_norm: 5.3246 2021-06-19 22:35:47,088 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-03, eta: 1 day, 9:19:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 1.0301, loss: 1.0301, grad_norm: 5.5285 2021-06-19 22:35:58,237 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-03, eta: 1 day, 9:19:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9102, loss_cls: 0.9340, loss: 0.9340, grad_norm: 5.2424 2021-06-19 22:36:09,365 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-03, eta: 1 day, 9:18:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9540, loss: 0.9540, grad_norm: 5.4410 2021-06-19 22:36:20,480 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-03, eta: 1 day, 9:18:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8627, loss: 0.8627, grad_norm: 5.2501 2021-06-19 22:36:31,613 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-03, eta: 1 day, 9:18:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.8969, loss: 0.8969, grad_norm: 5.1794 2021-06-19 22:36:42,766 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-03, eta: 1 day, 9:18:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.9016, loss: 0.9016, grad_norm: 5.3262 2021-06-19 22:36:53,957 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-03, eta: 1 day, 9:18:06, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.2719 2021-06-19 22:37:05,065 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-03, eta: 1 day, 9:17:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9064, loss: 0.9064, grad_norm: 5.3037 2021-06-19 22:37:16,198 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-03, eta: 1 day, 9:17:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9705, loss: 0.9705, grad_norm: 5.4677 2021-06-19 22:37:27,317 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-03, eta: 1 day, 9:17:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8727, loss: 0.8727, grad_norm: 5.3217 2021-06-19 22:37:38,474 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-03, eta: 1 day, 9:17:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9467, loss: 0.9467, grad_norm: 5.4501 2021-06-19 22:37:49,646 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-03, eta: 1 day, 9:17:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9263, loss: 0.9263, grad_norm: 5.3008 2021-06-19 22:38:00,800 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-03, eta: 1 day, 9:16:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9565, loss: 0.9565, grad_norm: 5.2988 2021-06-19 22:38:11,946 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-03, eta: 1 day, 9:16:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9086, loss_cls: 0.9699, loss: 0.9699, grad_norm: 5.3638 2021-06-19 22:38:23,084 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-03, eta: 1 day, 9:16:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9606, loss: 0.9606, grad_norm: 5.4847 2021-06-19 22:38:34,234 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-03, eta: 1 day, 9:16:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9122, loss: 0.9122, grad_norm: 5.3359 2021-06-19 22:38:45,389 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-03, eta: 1 day, 9:16:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9277, loss: 0.9277, grad_norm: 5.3322 2021-06-19 22:38:56,547 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-03, eta: 1 day, 9:15:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 1.0034, loss: 1.0034, grad_norm: 5.4299 2021-06-19 22:39:07,689 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-03, eta: 1 day, 9:15:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9466, loss: 0.9466, grad_norm: 5.5361 2021-06-19 22:39:18,824 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-03, eta: 1 day, 9:15:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9078, loss_cls: 0.9043, loss: 0.9043, grad_norm: 5.1861 2021-06-19 22:39:29,975 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-03, eta: 1 day, 9:15:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9169, loss: 0.9169, grad_norm: 5.3706 2021-06-19 22:39:41,121 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-03, eta: 1 day, 9:15:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9418, loss: 0.9418, grad_norm: 5.2878 2021-06-19 22:39:52,264 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-03, eta: 1 day, 9:14:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9141, loss_cls: 0.9047, loss: 0.9047, grad_norm: 5.2787 2021-06-19 22:40:03,407 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-03, eta: 1 day, 9:14:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9262, loss: 0.9262, grad_norm: 5.1993 2021-06-19 22:40:14,562 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-03, eta: 1 day, 9:14:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9125, loss_cls: 0.9574, loss: 0.9574, grad_norm: 5.5439 2021-06-19 22:40:25,704 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-03, eta: 1 day, 9:14:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9359, loss_cls: 0.8553, loss: 0.8553, grad_norm: 5.2709 2021-06-19 22:40:36,852 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-03, eta: 1 day, 9:14:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9840, loss: 0.9840, grad_norm: 5.5014 2021-06-19 22:40:48,001 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-03, eta: 1 day, 9:13:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.9098, loss: 0.9098, grad_norm: 5.1230 2021-06-19 22:40:59,145 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-03, eta: 1 day, 9:13:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8576, loss: 0.8576, grad_norm: 5.2154 2021-06-19 22:41:10,292 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-03, eta: 1 day, 9:13:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8803, loss: 0.8803, grad_norm: 5.3391 2021-06-19 22:41:21,449 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-03, eta: 1 day, 9:13:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9195, loss_cls: 0.9073, loss: 0.9073, grad_norm: 5.2515 2021-06-19 22:41:32,588 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-03, eta: 1 day, 9:13:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9982, loss: 0.9982, grad_norm: 5.3636 2021-06-19 22:41:43,768 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-03, eta: 1 day, 9:12:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9527, loss: 0.9527, grad_norm: 5.5355 2021-06-19 22:41:54,869 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-03, eta: 1 day, 9:12:42, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9627, loss: 0.9627, grad_norm: 5.3196 2021-06-19 22:42:05,994 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-03, eta: 1 day, 9:12:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9264, loss: 0.9264, grad_norm: 5.3368 2021-06-19 22:42:17,135 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-03, eta: 1 day, 9:12:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9015, loss: 0.9015, grad_norm: 5.2959 2021-06-19 22:42:28,279 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-03, eta: 1 day, 9:12:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9111, loss: 0.9111, grad_norm: 5.4408 2021-06-19 22:42:39,426 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-03, eta: 1 day, 9:11:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.9031, loss: 0.9031, grad_norm: 5.2321 2021-06-19 22:42:50,571 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-03, eta: 1 day, 9:11:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9674, loss: 0.9674, grad_norm: 5.3831 2021-06-19 22:43:01,724 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-03, eta: 1 day, 9:11:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9294, loss: 0.9294, grad_norm: 5.3067 2021-06-19 22:43:12,849 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-03, eta: 1 day, 9:11:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9038, loss: 0.9038, grad_norm: 5.3811 2021-06-19 22:43:23,986 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-03, eta: 1 day, 9:11:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9946, loss: 0.9946, grad_norm: 5.3711 2021-06-19 22:43:35,121 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-03, eta: 1 day, 9:10:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9174, loss: 0.9174, grad_norm: 5.3235 2021-06-19 22:43:46,261 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-03, eta: 1 day, 9:10:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0383, loss: 1.0383, grad_norm: 5.6069 2021-06-19 22:43:57,403 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-03, eta: 1 day, 9:10:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9579, loss: 0.9579, grad_norm: 5.3531 2021-06-19 22:44:08,554 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-03, eta: 1 day, 9:10:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9346, loss: 0.9346, grad_norm: 5.1296 2021-06-19 22:44:19,703 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-03, eta: 1 day, 9:10:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.9100, loss: 0.9100, grad_norm: 5.1732 2021-06-19 22:44:30,852 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-03, eta: 1 day, 9:09:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9275, loss: 0.9275, grad_norm: 5.1841 2021-06-19 22:44:41,985 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-03, eta: 1 day, 9:09:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 0.9747, loss: 0.9747, grad_norm: 5.3919 2021-06-19 22:44:53,129 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-03, eta: 1 day, 9:09:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9187, loss_cls: 0.8699, loss: 0.8699, grad_norm: 5.2087 2021-06-19 22:45:04,318 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-03, eta: 1 day, 9:09:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9783, loss: 0.9783, grad_norm: 5.4167 2021-06-19 22:45:15,507 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-03, eta: 1 day, 9:09:07, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0029, loss: 1.0029, grad_norm: 5.4995 2021-06-19 22:45:26,663 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-03, eta: 1 day, 9:08:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 0.9958, loss: 0.9958, grad_norm: 5.5828 2021-06-19 22:45:37,785 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-03, eta: 1 day, 9:08:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9266, loss_cls: 0.9180, loss: 0.9180, grad_norm: 5.4940 2021-06-19 22:45:48,919 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-03, eta: 1 day, 9:08:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9253, loss: 0.9253, grad_norm: 5.2715 2021-06-19 22:46:00,065 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-03, eta: 1 day, 9:08:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9563, loss: 0.9563, grad_norm: 5.3439 2021-06-19 22:46:11,198 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-03, eta: 1 day, 9:08:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9050, loss: 0.9050, grad_norm: 5.3411 2021-06-19 22:46:22,321 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-03, eta: 1 day, 9:07:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.8877, loss: 0.8877, grad_norm: 5.2572 2021-06-19 22:46:33,458 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-03, eta: 1 day, 9:07:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9806, loss: 0.9806, grad_norm: 5.2332 2021-06-19 22:46:44,602 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-03, eta: 1 day, 9:07:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0606, loss: 1.0606, grad_norm: 5.6635 2021-06-19 22:46:55,752 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-03, eta: 1 day, 9:07:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9074, loss: 0.9074, grad_norm: 5.2333 2021-06-19 22:47:06,885 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-03, eta: 1 day, 9:07:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8902, loss: 0.8902, grad_norm: 5.3007 2021-06-19 22:47:18,031 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-03, eta: 1 day, 9:06:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9340, loss: 0.9340, grad_norm: 5.3282 2021-06-19 22:47:29,167 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-03, eta: 1 day, 9:06:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9234, loss_cls: 0.9137, loss: 0.9137, grad_norm: 5.4240 2021-06-19 22:47:40,325 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-03, eta: 1 day, 9:06:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9271, loss: 0.9271, grad_norm: 5.3099 2021-06-19 22:47:51,471 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-03, eta: 1 day, 9:06:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.5178 2021-06-19 22:48:02,619 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-03, eta: 1 day, 9:06:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9832, loss: 0.9832, grad_norm: 5.4645 2021-06-19 22:48:13,766 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-03, eta: 1 day, 9:05:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.9032, loss: 0.9032, grad_norm: 5.3603 2021-06-19 22:48:24,904 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-03, eta: 1 day, 9:05:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9231, loss: 0.9231, grad_norm: 5.3795 2021-06-19 22:48:36,061 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-03, eta: 1 day, 9:05:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.6546 2021-06-19 22:48:47,203 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-03, eta: 1 day, 9:05:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.2767 2021-06-19 22:48:58,333 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-03, eta: 1 day, 9:05:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9018, loss: 0.9018, grad_norm: 5.2036 2021-06-19 22:49:09,468 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-03, eta: 1 day, 9:04:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9711, loss: 0.9711, grad_norm: 5.3673 2021-06-19 22:49:20,605 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-03, eta: 1 day, 9:04:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.9185, loss: 0.9185, grad_norm: 5.3616 2021-06-19 22:49:31,761 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-03, eta: 1 day, 9:04:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9297, loss_cls: 0.8973, loss: 0.8973, grad_norm: 5.4221 2021-06-19 22:49:42,900 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-03, eta: 1 day, 9:04:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9718, loss: 0.9718, grad_norm: 5.5505 2021-06-19 22:49:54,052 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-03, eta: 1 day, 9:04:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9283, loss: 0.9283, grad_norm: 5.2499 2021-06-19 22:50:05,190 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-03, eta: 1 day, 9:03:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.9277, loss: 0.9277, grad_norm: 5.2905 2021-06-19 22:50:16,352 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-03, eta: 1 day, 9:03:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9793, loss: 0.9793, grad_norm: 5.3780 2021-06-19 22:50:27,492 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-03, eta: 1 day, 9:03:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8853, loss: 0.8853, grad_norm: 5.2069 2021-06-19 22:50:38,648 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-03, eta: 1 day, 9:03:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9049, loss: 0.9049, grad_norm: 5.2305 2021-06-19 22:50:49,796 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-03, eta: 1 day, 9:03:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.9089, loss: 0.9089, grad_norm: 5.2916 2021-06-19 22:51:00,951 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-03, eta: 1 day, 9:02:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8801, loss: 0.8801, grad_norm: 5.2122 2021-06-19 22:51:12,087 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-03, eta: 1 day, 9:02:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9977, loss: 0.9977, grad_norm: 5.6056 2021-06-19 22:51:23,213 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-03, eta: 1 day, 9:02:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9445, loss: 0.9445, grad_norm: 5.6041 2021-06-19 22:51:41,904 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-06-19 22:53:42,859 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-03, eta: 1 day, 9:04:12, time: 6.015, data_time: 5.410, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9234, loss_cls: 0.8147, loss: 0.8147, grad_norm: 5.0337 2021-06-19 22:53:53,981 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-03, eta: 1 day, 9:04:00, time: 0.557, data_time: 0.006, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8621, loss: 0.8621, grad_norm: 5.1966 2021-06-19 22:54:05,090 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-03, eta: 1 day, 9:03:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9219, loss: 0.9219, grad_norm: 5.4898 2021-06-19 22:54:16,185 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-03, eta: 1 day, 9:03:36, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9725, loss: 0.9725, grad_norm: 5.5141 2021-06-19 22:54:27,299 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-03, eta: 1 day, 9:03:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9513, loss: 0.9513, grad_norm: 5.5155 2021-06-19 22:54:38,425 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-03, eta: 1 day, 9:03:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9234, loss_cls: 0.9037, loss: 0.9037, grad_norm: 5.1200 2021-06-19 22:54:49,531 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-03, eta: 1 day, 9:03:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9697, loss: 0.9697, grad_norm: 5.5384 2021-06-19 22:55:00,672 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-03, eta: 1 day, 9:02:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9640, loss: 0.9640, grad_norm: 5.4516 2021-06-19 22:55:12,291 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-03, eta: 1 day, 9:02:36, time: 0.581, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.8814, loss: 0.8814, grad_norm: 5.2863 2021-06-19 22:55:23,420 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-03, eta: 1 day, 9:02:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9481, loss: 0.9481, grad_norm: 5.7412 2021-06-19 22:55:34,580 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-03, eta: 1 day, 9:02:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9434, loss: 0.9434, grad_norm: 5.5316 2021-06-19 22:55:45,699 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-03, eta: 1 day, 9:02:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9195, loss_cls: 0.9860, loss: 0.9860, grad_norm: 5.6668 2021-06-19 22:55:56,832 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-03, eta: 1 day, 9:01:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9559, loss: 0.9559, grad_norm: 5.3709 2021-06-19 22:56:07,974 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-03, eta: 1 day, 9:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.9186, loss: 0.9186, grad_norm: 5.1744 2021-06-19 22:56:19,096 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-03, eta: 1 day, 9:01:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9282, loss: 0.9282, grad_norm: 5.3680 2021-06-19 22:56:30,215 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-03, eta: 1 day, 9:01:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9184, loss: 0.9184, grad_norm: 5.3863 2021-06-19 22:56:41,362 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-03, eta: 1 day, 9:01:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.9553, loss: 0.9553, grad_norm: 5.3987 2021-06-19 22:56:52,523 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-03, eta: 1 day, 9:00:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.9084, loss: 0.9084, grad_norm: 5.3139 2021-06-19 22:57:03,704 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-03, eta: 1 day, 9:00:36, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9250, loss: 0.9250, grad_norm: 5.4327 2021-06-19 22:57:14,795 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-03, eta: 1 day, 9:00:24, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9242, loss_cls: 0.9451, loss: 0.9451, grad_norm: 5.3715 2021-06-19 22:57:25,942 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-03, eta: 1 day, 9:00:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8843, loss: 0.8843, grad_norm: 5.2696 2021-06-19 22:57:37,062 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-03, eta: 1 day, 9:00:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9599, loss: 0.9599, grad_norm: 5.4483 2021-06-19 22:57:48,202 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-03, eta: 1 day, 8:59:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9289, loss_cls: 0.8832, loss: 0.8832, grad_norm: 5.2613 2021-06-19 22:57:59,354 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-03, eta: 1 day, 8:59:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9196, loss: 0.9196, grad_norm: 5.3901 2021-06-19 22:58:10,497 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-03, eta: 1 day, 8:59:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9086, loss: 0.9086, grad_norm: 5.1838 2021-06-19 22:58:21,622 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-03, eta: 1 day, 8:59:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9449, loss: 0.9449, grad_norm: 5.4381 2021-06-19 22:58:32,770 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-03, eta: 1 day, 8:59:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9666, loss: 0.9666, grad_norm: 5.4021 2021-06-19 22:58:43,898 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-03, eta: 1 day, 8:58:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9673, loss: 0.9673, grad_norm: 5.4726 2021-06-19 22:58:55,038 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-03, eta: 1 day, 8:58:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9299, loss: 0.9299, grad_norm: 5.3520 2021-06-19 22:59:06,174 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-03, eta: 1 day, 8:58:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9297, loss_cls: 0.8941, loss: 0.8941, grad_norm: 5.1809 2021-06-19 22:59:17,314 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-03, eta: 1 day, 8:58:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9383, loss: 0.9383, grad_norm: 5.4292 2021-06-19 22:59:28,452 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-03, eta: 1 day, 8:58:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9180, loss_cls: 0.8570, loss: 0.8570, grad_norm: 5.0159 2021-06-19 22:59:39,610 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-03, eta: 1 day, 8:57:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8709, loss: 0.8709, grad_norm: 5.1430 2021-06-19 22:59:50,757 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-03, eta: 1 day, 8:57:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8962, loss: 0.8962, grad_norm: 5.3430 2021-06-19 23:00:01,881 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-03, eta: 1 day, 8:57:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9355, loss: 0.9355, grad_norm: 5.4586 2021-06-19 23:00:13,047 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-03, eta: 1 day, 8:57:13, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9620, loss: 0.9620, grad_norm: 5.5285 2021-06-19 23:00:24,180 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-03, eta: 1 day, 8:57:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9159, loss: 0.9159, grad_norm: 5.3457 2021-06-19 23:00:35,296 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-03, eta: 1 day, 8:56:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8102, loss: 0.8102, grad_norm: 5.0937 2021-06-19 23:00:46,442 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-03, eta: 1 day, 8:56:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9814, loss: 0.9814, grad_norm: 5.7576 2021-06-19 23:00:57,577 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-03, eta: 1 day, 8:56:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9749, loss: 0.9749, grad_norm: 5.5206 2021-06-19 23:01:08,714 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-03, eta: 1 day, 8:56:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8444, loss: 0.8444, grad_norm: 5.2612 2021-06-19 23:01:19,842 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-03, eta: 1 day, 8:56:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9227, loss_cls: 0.8535, loss: 0.8535, grad_norm: 5.1418 2021-06-19 23:01:30,984 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-03, eta: 1 day, 8:55:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9055, loss_cls: 0.9494, loss: 0.9494, grad_norm: 5.2908 2021-06-19 23:01:42,138 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-03, eta: 1 day, 8:55:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9273, loss_cls: 0.9070, loss: 0.9070, grad_norm: 5.2058 2021-06-19 23:01:53,303 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-03, eta: 1 day, 8:55:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9771, loss: 0.9771, grad_norm: 5.4927 2021-06-19 23:02:04,433 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-03, eta: 1 day, 8:55:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.9260, loss: 0.9260, grad_norm: 5.2977 2021-06-19 23:02:15,602 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-03, eta: 1 day, 8:55:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.6536 2021-06-19 23:02:26,741 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-03, eta: 1 day, 8:54:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.9336, loss: 0.9336, grad_norm: 5.4520 2021-06-19 23:02:37,896 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-03, eta: 1 day, 8:54:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.8883, loss: 0.8883, grad_norm: 5.3037 2021-06-19 23:02:49,072 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-03, eta: 1 day, 8:54:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 0.9670, loss: 0.9670, grad_norm: 5.5289 2021-06-19 23:03:00,175 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-03, eta: 1 day, 8:54:13, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9109, loss_cls: 0.9547, loss: 0.9547, grad_norm: 5.2692 2021-06-19 23:03:11,340 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-03, eta: 1 day, 8:54:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9352, loss_cls: 0.8471, loss: 0.8471, grad_norm: 5.1395 2021-06-19 23:03:22,484 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-03, eta: 1 day, 8:53:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9180, loss_cls: 1.0068, loss: 1.0068, grad_norm: 5.5498 2021-06-19 23:03:33,620 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-03, eta: 1 day, 8:53:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.5048 2021-06-19 23:03:44,783 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-03, eta: 1 day, 8:53:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9273, loss_cls: 0.9018, loss: 0.9018, grad_norm: 5.5974 2021-06-19 23:03:55,934 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-03, eta: 1 day, 8:53:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9016, loss_cls: 0.9342, loss: 0.9342, grad_norm: 5.3447 2021-06-19 23:04:07,085 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-03, eta: 1 day, 8:53:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.9073, loss: 0.9073, grad_norm: 5.2882 2021-06-19 23:04:18,232 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-03, eta: 1 day, 8:52:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9031, loss: 0.9031, grad_norm: 5.3259 2021-06-19 23:04:29,394 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-03, eta: 1 day, 8:52:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9431, loss: 0.9431, grad_norm: 5.2382 2021-06-19 23:04:40,574 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-03, eta: 1 day, 8:52:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8694, loss: 0.8694, grad_norm: 5.2251 2021-06-19 23:04:51,726 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-03, eta: 1 day, 8:52:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9605, loss: 0.9605, grad_norm: 5.3485 2021-06-19 23:05:02,876 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-03, eta: 1 day, 8:52:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9563, loss: 0.9563, grad_norm: 5.5497 2021-06-19 23:05:14,060 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-03, eta: 1 day, 8:51:49, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9533, loss: 0.9533, grad_norm: 5.8665 2021-06-19 23:05:25,209 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-03, eta: 1 day, 8:51:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.8806, loss: 0.8806, grad_norm: 5.1276 2021-06-19 23:05:36,328 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-03, eta: 1 day, 8:51:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0076, loss: 1.0076, grad_norm: 5.5302 2021-06-19 23:05:47,464 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-03, eta: 1 day, 8:51:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.9221, loss: 0.9221, grad_norm: 5.3605 2021-06-19 23:05:58,598 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-03, eta: 1 day, 8:51:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9117, loss_cls: 0.8991, loss: 0.8991, grad_norm: 5.2877 2021-06-19 23:06:09,749 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-03, eta: 1 day, 8:50:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.8902, loss: 0.8902, grad_norm: 5.2453 2021-06-19 23:06:20,881 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-03, eta: 1 day, 8:50:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8666, loss: 0.8666, grad_norm: 5.2059 2021-06-19 23:06:32,041 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-03, eta: 1 day, 8:50:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9172, loss_cls: 0.9259, loss: 0.9259, grad_norm: 5.2570 2021-06-19 23:06:43,155 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-03, eta: 1 day, 8:50:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9227, loss_cls: 0.9345, loss: 0.9345, grad_norm: 5.3879 2021-06-19 23:06:54,280 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-03, eta: 1 day, 8:50:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9236, loss: 0.9236, grad_norm: 5.5651 2021-06-19 23:07:05,409 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-03, eta: 1 day, 8:49:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9665, loss: 0.9665, grad_norm: 5.4593 2021-06-19 23:07:16,553 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-03, eta: 1 day, 8:49:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9305, loss_cls: 0.8891, loss: 0.8891, grad_norm: 5.4026 2021-06-19 23:07:27,733 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-03, eta: 1 day, 8:49:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9269, loss: 0.9269, grad_norm: 5.4335 2021-06-19 23:07:38,863 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-03, eta: 1 day, 8:49:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9507, loss: 0.9507, grad_norm: 5.5485 2021-06-19 23:07:50,010 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-03, eta: 1 day, 8:49:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9384, loss: 0.9384, grad_norm: 5.4943 2021-06-19 23:08:01,156 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-03, eta: 1 day, 8:48:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9094, loss_cls: 0.9318, loss: 0.9318, grad_norm: 5.2662 2021-06-19 23:08:12,315 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-03, eta: 1 day, 8:48:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9647, loss: 0.9647, grad_norm: 5.3571 2021-06-19 23:08:23,451 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-03, eta: 1 day, 8:48:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 0.9693, loss: 0.9693, grad_norm: 5.3383 2021-06-19 23:08:34,577 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-03, eta: 1 day, 8:48:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9305, loss_cls: 0.8933, loss: 0.8933, grad_norm: 5.3638 2021-06-19 23:08:45,735 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-03, eta: 1 day, 8:48:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9070, loss_cls: 0.9467, loss: 0.9467, grad_norm: 5.3145 2021-06-19 23:08:56,883 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-03, eta: 1 day, 8:47:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8487, loss: 0.8487, grad_norm: 5.2753 2021-06-19 23:09:08,019 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-03, eta: 1 day, 8:47:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8710, loss: 0.8710, grad_norm: 5.2844 2021-06-19 23:09:19,147 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-03, eta: 1 day, 8:47:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9450, loss: 0.9450, grad_norm: 5.4629 2021-06-19 23:09:30,279 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-03, eta: 1 day, 8:47:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9281, loss_cls: 0.8707, loss: 0.8707, grad_norm: 5.3910 2021-06-19 23:09:41,403 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-03, eta: 1 day, 8:47:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9164, loss_cls: 0.9273, loss: 0.9273, grad_norm: 5.4408 2021-06-19 23:09:52,557 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-03, eta: 1 day, 8:46:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9102, loss_cls: 0.9578, loss: 0.9578, grad_norm: 5.4625 2021-06-19 23:10:03,734 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-03, eta: 1 day, 8:46:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9258, loss_cls: 0.8852, loss: 0.8852, grad_norm: 5.3432 2021-06-19 23:10:14,860 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-03, eta: 1 day, 8:46:26, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9208, loss: 0.9208, grad_norm: 5.4913 2021-06-19 23:10:26,018 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-03, eta: 1 day, 8:46:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.8666, loss: 0.8666, grad_norm: 5.3249 2021-06-19 23:10:37,139 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-03, eta: 1 day, 8:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.4701 2021-06-19 23:10:48,300 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-03, eta: 1 day, 8:45:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9682, loss: 0.9682, grad_norm: 5.5499 2021-06-19 23:10:59,461 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-03, eta: 1 day, 8:45:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9234, loss_cls: 0.9311, loss: 0.9311, grad_norm: 5.5280 2021-06-19 23:11:10,616 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-03, eta: 1 day, 8:45:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9529, loss: 0.9529, grad_norm: 5.4155 2021-06-19 23:11:21,746 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-03, eta: 1 day, 8:45:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9219, loss_cls: 0.8971, loss: 0.8971, grad_norm: 5.2771 2021-06-19 23:11:32,888 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-03, eta: 1 day, 8:45:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9436, loss: 0.9436, grad_norm: 5.6657 2021-06-19 23:11:44,030 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-03, eta: 1 day, 8:44:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.8924, loss: 0.8924, grad_norm: 5.3736 2021-06-19 23:11:55,195 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-03, eta: 1 day, 8:44:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9276, loss: 0.9276, grad_norm: 5.4697 2021-06-19 23:12:06,381 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-03, eta: 1 day, 8:44:26, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8840, loss: 0.8840, grad_norm: 5.2750 2021-06-19 23:12:17,522 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-03, eta: 1 day, 8:44:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9282, loss: 0.9282, grad_norm: 5.5965 2021-06-19 23:12:28,726 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-03, eta: 1 day, 8:44:02, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.8575, loss: 0.8575, grad_norm: 5.0424 2021-06-19 23:12:39,825 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-03, eta: 1 day, 8:43:50, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9023, loss: 0.9023, grad_norm: 5.6204 2021-06-19 23:12:50,971 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-03, eta: 1 day, 8:43:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.8850, loss: 0.8850, grad_norm: 5.5279 2021-06-19 23:13:02,114 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-03, eta: 1 day, 8:43:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9873, loss: 0.9873, grad_norm: 5.6435 2021-06-19 23:13:13,246 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-03, eta: 1 day, 8:43:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9762, loss: 0.9762, grad_norm: 5.4523 2021-06-19 23:13:24,404 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-03, eta: 1 day, 8:43:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9113, loss: 0.9113, grad_norm: 5.3516 2021-06-19 23:13:35,551 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-03, eta: 1 day, 8:42:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8937, loss: 0.8937, grad_norm: 5.2547 2021-06-19 23:13:46,686 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-03, eta: 1 day, 8:42:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.8778, loss: 0.8778, grad_norm: 5.1727 2021-06-19 23:13:57,841 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-03, eta: 1 day, 8:42:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9336, loss_cls: 0.8599, loss: 0.8599, grad_norm: 5.3405 2021-06-19 23:14:08,983 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-03, eta: 1 day, 8:42:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.8917, loss: 0.8917, grad_norm: 5.2893 2021-06-19 23:14:20,134 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-03, eta: 1 day, 8:42:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9450, loss: 0.9450, grad_norm: 5.4641 2021-06-19 23:14:31,284 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-03, eta: 1 day, 8:41:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.9128, loss: 0.9128, grad_norm: 5.2917 2021-06-19 23:14:42,436 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-03, eta: 1 day, 8:41:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9169, loss: 0.9169, grad_norm: 5.3993 2021-06-19 23:14:53,582 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-03, eta: 1 day, 8:41:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9203, loss_cls: 0.8805, loss: 0.8805, grad_norm: 5.2411 2021-06-19 23:15:04,717 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-03, eta: 1 day, 8:41:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8853, loss: 0.8853, grad_norm: 5.2881 2021-06-19 23:15:15,856 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-03, eta: 1 day, 8:41:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9503, loss: 0.9503, grad_norm: 5.3173 2021-06-19 23:15:27,025 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-03, eta: 1 day, 8:40:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.9022, loss: 0.9022, grad_norm: 5.3088 2021-06-19 23:15:38,186 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-03, eta: 1 day, 8:40:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9078, loss_cls: 0.9358, loss: 0.9358, grad_norm: 5.4395 2021-06-19 23:15:49,336 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-03, eta: 1 day, 8:40:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9187, loss_cls: 0.9755, loss: 0.9755, grad_norm: 5.5594 2021-06-19 23:16:00,457 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-03, eta: 1 day, 8:40:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9055, loss_cls: 0.9703, loss: 0.9703, grad_norm: 5.3366 2021-06-19 23:16:11,615 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-03, eta: 1 day, 8:40:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.8862, loss: 0.8862, grad_norm: 5.4681 2021-06-19 23:16:22,752 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-03, eta: 1 day, 8:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9164, loss_cls: 0.9169, loss: 0.9169, grad_norm: 5.2530 2021-06-19 23:16:33,924 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-03, eta: 1 day, 8:39:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9691, loss: 0.9691, grad_norm: 5.5499 2021-06-19 23:16:45,080 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-03, eta: 1 day, 8:39:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.8938, loss: 0.8938, grad_norm: 5.3510 2021-06-19 23:16:56,224 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-03, eta: 1 day, 8:39:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9289, loss_cls: 0.8689, loss: 0.8689, grad_norm: 5.0645 2021-06-19 23:17:07,376 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-03, eta: 1 day, 8:39:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.9232, loss: 0.9232, grad_norm: 5.3871 2021-06-19 23:17:18,537 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-03, eta: 1 day, 8:38:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9236, loss: 0.9236, grad_norm: 5.3362 2021-06-19 23:17:29,680 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-03, eta: 1 day, 8:38:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9754, loss: 0.9754, grad_norm: 5.5745 2021-06-19 23:17:40,851 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-03, eta: 1 day, 8:38:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9156, loss_cls: 0.9020, loss: 0.9020, grad_norm: 5.4164 2021-06-19 23:17:52,007 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-03, eta: 1 day, 8:38:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0079, loss: 1.0079, grad_norm: 5.7168 2021-06-19 23:18:03,151 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-03, eta: 1 day, 8:38:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9260, loss: 0.9260, grad_norm: 5.3696 2021-06-19 23:18:14,299 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-03, eta: 1 day, 8:37:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.8936, loss: 0.8936, grad_norm: 5.2683 2021-06-19 23:18:25,454 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-03, eta: 1 day, 8:37:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9289, loss_cls: 0.8880, loss: 0.8880, grad_norm: 5.3566 2021-06-19 23:18:36,578 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-03, eta: 1 day, 8:37:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9403, loss: 0.9403, grad_norm: 5.3845 2021-06-19 23:18:47,699 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-03, eta: 1 day, 8:37:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.8883, loss: 0.8883, grad_norm: 5.2372 2021-06-19 23:18:58,843 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-03, eta: 1 day, 8:37:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9633, loss: 0.9633, grad_norm: 5.3295 2021-06-19 23:19:09,996 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-03, eta: 1 day, 8:36:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9789, loss: 0.9789, grad_norm: 5.5597 2021-06-19 23:19:21,138 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-03, eta: 1 day, 8:36:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9591, loss: 0.9591, grad_norm: 5.3645 2021-06-19 23:19:32,294 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-03, eta: 1 day, 8:36:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8478, loss: 0.8478, grad_norm: 5.1162 2021-06-19 23:19:43,444 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-03, eta: 1 day, 8:36:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9356, loss: 0.9356, grad_norm: 5.6203 2021-06-19 23:19:54,601 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-03, eta: 1 day, 8:36:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9616, loss: 0.9616, grad_norm: 5.2898 2021-06-19 23:20:05,746 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-03, eta: 1 day, 8:35:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9258, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.2601 2021-06-19 23:20:16,917 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-03, eta: 1 day, 8:35:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9716, loss: 0.9716, grad_norm: 5.4128 2021-06-19 23:20:28,064 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-03, eta: 1 day, 8:35:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 0.9842, loss: 0.9842, grad_norm: 5.4010 2021-06-19 23:20:39,205 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-03, eta: 1 day, 8:35:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 0.9948, loss: 0.9948, grad_norm: 5.4320 2021-06-19 23:20:50,344 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-03, eta: 1 day, 8:35:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9549, loss: 0.9549, grad_norm: 5.5918 2021-06-19 23:21:01,500 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-03, eta: 1 day, 8:34:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.8645, loss: 0.8645, grad_norm: 5.2407 2021-06-19 23:21:12,687 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-03, eta: 1 day, 8:34:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9170, loss: 0.9170, grad_norm: 5.3457 2021-06-19 23:21:23,854 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-03, eta: 1 day, 8:34:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9353, loss: 0.9353, grad_norm: 5.5335 2021-06-19 23:21:35,014 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-03, eta: 1 day, 8:34:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9499, loss: 0.9499, grad_norm: 5.4360 2021-06-19 23:21:46,159 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-03, eta: 1 day, 8:34:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9438, loss: 0.9438, grad_norm: 5.3850 2021-06-19 23:21:57,306 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-03, eta: 1 day, 8:33:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9510, loss: 0.9510, grad_norm: 5.5456 2021-06-19 23:22:08,441 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-03, eta: 1 day, 8:33:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9322, loss: 0.9322, grad_norm: 5.4234 2021-06-19 23:22:19,580 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-03, eta: 1 day, 8:33:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9141, loss: 0.9141, grad_norm: 5.3635 2021-06-19 23:22:30,735 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-03, eta: 1 day, 8:33:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9182, loss: 0.9182, grad_norm: 5.5407 2021-06-19 23:22:41,884 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-03, eta: 1 day, 8:33:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9287, loss: 0.9287, grad_norm: 5.5081 2021-06-19 23:22:53,020 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-03, eta: 1 day, 8:32:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9289, loss_cls: 0.8971, loss: 0.8971, grad_norm: 5.4274 2021-06-19 23:23:04,167 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-03, eta: 1 day, 8:32:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9187, loss_cls: 0.8484, loss: 0.8484, grad_norm: 5.1176 2021-06-19 23:23:15,289 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-03, eta: 1 day, 8:32:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9784, loss: 0.9784, grad_norm: 5.6880 2021-06-19 23:23:26,430 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-03, eta: 1 day, 8:32:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9423, loss: 0.9423, grad_norm: 5.3497 2021-06-19 23:23:37,573 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-03, eta: 1 day, 8:32:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.8772, loss: 0.8772, grad_norm: 5.1571 2021-06-19 23:23:48,730 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-03, eta: 1 day, 8:31:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9626, loss: 0.9626, grad_norm: 5.5829 2021-06-19 23:23:59,859 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-03, eta: 1 day, 8:31:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9762, loss: 0.9762, grad_norm: 5.5616 2021-06-19 23:24:10,980 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-03, eta: 1 day, 8:31:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9900, loss: 0.9900, grad_norm: 5.5810 2021-06-19 23:24:22,131 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-03, eta: 1 day, 8:31:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9589, loss: 0.9589, grad_norm: 5.6110 2021-06-19 23:24:33,265 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-03, eta: 1 day, 8:31:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9281, loss_cls: 0.9022, loss: 0.9022, grad_norm: 5.4900 2021-06-19 23:24:44,426 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-03, eta: 1 day, 8:30:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.9110, loss: 0.9110, grad_norm: 5.5077 2021-06-19 23:24:55,556 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-03, eta: 1 day, 8:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8895, loss: 0.8895, grad_norm: 5.2503 2021-06-19 23:25:06,689 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-03, eta: 1 day, 8:30:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9116, loss: 0.9116, grad_norm: 5.4142 2021-06-19 23:25:17,835 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-03, eta: 1 day, 8:30:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8842, loss: 0.8842, grad_norm: 5.5307 2021-06-19 23:25:28,986 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-03, eta: 1 day, 8:30:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9640, loss: 0.9640, grad_norm: 5.5103 2021-06-19 23:25:40,118 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-03, eta: 1 day, 8:29:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9533, loss: 0.9533, grad_norm: 5.6048 2021-06-19 23:25:51,268 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-03, eta: 1 day, 8:29:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9650, loss: 0.9650, grad_norm: 5.4363 2021-06-19 23:26:02,418 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-03, eta: 1 day, 8:29:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.9048, loss: 0.9048, grad_norm: 5.4485 2021-06-19 23:26:13,566 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-03, eta: 1 day, 8:29:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9491, loss: 0.9491, grad_norm: 5.5904 2021-06-19 23:26:24,703 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-03, eta: 1 day, 8:29:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9788, loss: 0.9788, grad_norm: 5.4928 2021-06-19 23:26:35,846 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-03, eta: 1 day, 8:28:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9172, loss_cls: 0.8734, loss: 0.8734, grad_norm: 5.0358 2021-06-19 23:26:46,994 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-03, eta: 1 day, 8:28:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9828, loss: 0.9828, grad_norm: 5.6747 2021-06-19 23:26:58,140 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-03, eta: 1 day, 8:28:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9206, loss: 0.9206, grad_norm: 5.3764 2021-06-19 23:27:09,292 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-03, eta: 1 day, 8:28:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9469, loss: 0.9469, grad_norm: 5.4631 2021-06-19 23:27:20,445 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-03, eta: 1 day, 8:28:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9627, loss: 0.9627, grad_norm: 5.7253 2021-06-19 23:27:31,588 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-03, eta: 1 day, 8:27:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 0.9935, loss: 0.9935, grad_norm: 5.3663 2021-06-19 23:27:42,734 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-03, eta: 1 day, 8:27:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.8641, loss: 0.8641, grad_norm: 5.1904 2021-06-19 23:27:53,870 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-03, eta: 1 day, 8:27:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9273, loss_cls: 0.8840, loss: 0.8840, grad_norm: 5.2081 2021-06-19 23:28:05,034 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-03, eta: 1 day, 8:27:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9392, loss: 0.9392, grad_norm: 5.4069 2021-06-19 23:28:16,177 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-03, eta: 1 day, 8:27:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9172, loss: 0.9172, grad_norm: 5.3863 2021-06-19 23:28:27,961 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-06-19 23:29:48,570 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-03, eta: 1 day, 8:27:53, time: 3.973, data_time: 3.368, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9132, loss: 0.9132, grad_norm: 5.2730 2021-06-19 23:29:59,717 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-03, eta: 1 day, 8:27:41, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8850, loss: 0.8850, grad_norm: 5.3065 2021-06-19 23:30:10,892 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-03, eta: 1 day, 8:27:29, time: 0.560, data_time: 0.003, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9408, loss: 0.9408, grad_norm: 5.5306 2021-06-19 23:30:21,998 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-03, eta: 1 day, 8:27:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9117, loss_cls: 0.8891, loss: 0.8891, grad_norm: 5.3662 2021-06-19 23:30:33,092 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-03, eta: 1 day, 8:27:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9283, loss: 0.9283, grad_norm: 5.4301 2021-06-19 23:30:44,204 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-03, eta: 1 day, 8:26:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.4493 2021-06-19 23:30:55,340 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-03, eta: 1 day, 8:26:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9336, loss_cls: 0.8662, loss: 0.8662, grad_norm: 5.4271 2021-06-19 23:31:06,485 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-03, eta: 1 day, 8:26:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9363, loss: 0.9363, grad_norm: 5.5725 2021-06-19 23:31:17,603 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-03, eta: 1 day, 8:26:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.8729, loss: 0.8729, grad_norm: 5.3678 2021-06-19 23:31:28,741 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-03, eta: 1 day, 8:26:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9344, loss_cls: 0.8703, loss: 0.8703, grad_norm: 5.2897 2021-06-19 23:31:39,824 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-03, eta: 1 day, 8:25:53, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9532, loss: 0.9532, grad_norm: 5.6602 2021-06-19 23:31:50,925 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-03, eta: 1 day, 8:25:41, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8968, loss: 0.8968, grad_norm: 5.4857 2021-06-19 23:32:02,056 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-03, eta: 1 day, 8:25:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9911, loss: 0.9911, grad_norm: 5.6632 2021-06-19 23:32:13,194 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-03, eta: 1 day, 8:25:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 0.9583, loss: 0.9583, grad_norm: 5.5876 2021-06-19 23:32:24,328 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-03, eta: 1 day, 8:25:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9086, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.5163 2021-06-19 23:32:35,485 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-03, eta: 1 day, 8:24:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.8461, loss: 0.8461, grad_norm: 5.2530 2021-06-19 23:32:46,632 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-03, eta: 1 day, 8:24:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8788, loss: 0.8788, grad_norm: 5.4027 2021-06-19 23:32:57,771 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-03, eta: 1 day, 8:24:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9242, loss_cls: 0.9056, loss: 0.9056, grad_norm: 5.3224 2021-06-19 23:33:08,877 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-03, eta: 1 day, 8:24:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8666, loss: 0.8666, grad_norm: 5.2335 2021-06-19 23:33:20,013 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-03, eta: 1 day, 8:24:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.8986, loss: 0.8986, grad_norm: 5.2524 2021-06-19 23:33:31,178 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-03, eta: 1 day, 8:23:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9133, loss_cls: 0.9326, loss: 0.9326, grad_norm: 5.3482 2021-06-19 23:33:42,330 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-03, eta: 1 day, 8:23:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9611, loss: 0.9611, grad_norm: 5.7589 2021-06-19 23:33:53,477 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-03, eta: 1 day, 8:23:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9156, loss_cls: 0.8776, loss: 0.8776, grad_norm: 5.1482 2021-06-19 23:34:04,621 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-03, eta: 1 day, 8:23:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8457, loss: 0.8457, grad_norm: 5.1837 2021-06-19 23:34:15,765 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-03, eta: 1 day, 8:23:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9259, loss: 0.9259, grad_norm: 5.3479 2021-06-19 23:34:26,911 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-03, eta: 1 day, 8:22:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9577, loss: 0.9577, grad_norm: 5.3270 2021-06-19 23:34:38,075 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-03, eta: 1 day, 8:22:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9592, loss: 0.9592, grad_norm: 5.5580 2021-06-19 23:34:49,273 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-03, eta: 1 day, 8:22:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8703, loss: 0.8703, grad_norm: 5.3481 2021-06-19 23:35:00,425 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-03, eta: 1 day, 8:22:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9320, loss_cls: 0.9031, loss: 0.9031, grad_norm: 5.5215 2021-06-19 23:35:11,579 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-03, eta: 1 day, 8:22:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8946, loss: 0.8946, grad_norm: 5.7185 2021-06-19 23:35:22,725 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-03, eta: 1 day, 8:21:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8977, loss: 0.8977, grad_norm: 5.3758 2021-06-19 23:35:33,877 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-03, eta: 1 day, 8:21:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8364, loss: 0.8364, grad_norm: 5.2061 2021-06-19 23:35:45,029 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-03, eta: 1 day, 8:21:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8866, loss: 0.8866, grad_norm: 5.4146 2021-06-19 23:35:56,170 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-03, eta: 1 day, 8:21:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9148, loss_cls: 0.9156, loss: 0.9156, grad_norm: 5.2290 2021-06-19 23:36:07,303 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-03, eta: 1 day, 8:21:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9414, loss: 0.9414, grad_norm: 5.4746 2021-06-19 23:36:18,438 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-03, eta: 1 day, 8:20:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9187, loss: 0.9187, grad_norm: 5.4100 2021-06-19 23:36:29,585 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-03, eta: 1 day, 8:20:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.9092, loss: 0.9092, grad_norm: 5.5597 2021-06-19 23:36:40,733 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-03, eta: 1 day, 8:20:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9094, loss_cls: 0.9373, loss: 0.9373, grad_norm: 5.5395 2021-06-19 23:36:51,891 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-03, eta: 1 day, 8:20:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.2954 2021-06-19 23:37:03,032 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-03, eta: 1 day, 8:20:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9090, loss: 0.9090, grad_norm: 5.4623 2021-06-19 23:37:14,193 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-03, eta: 1 day, 8:19:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9234, loss_cls: 0.8967, loss: 0.8967, grad_norm: 5.3967 2021-06-19 23:37:25,342 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-03, eta: 1 day, 8:19:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9305, loss_cls: 0.9108, loss: 0.9108, grad_norm: 5.4966 2021-06-19 23:37:36,510 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-03, eta: 1 day, 8:19:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 0.9822, loss: 0.9822, grad_norm: 5.8165 2021-06-19 23:37:47,675 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-03, eta: 1 day, 8:19:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 1.0078, loss: 1.0078, grad_norm: 5.8424 2021-06-19 23:37:58,801 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-03, eta: 1 day, 8:19:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9156, loss_cls: 0.8601, loss: 0.8601, grad_norm: 5.3590 2021-06-19 23:38:09,946 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-03, eta: 1 day, 8:18:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9172, loss_cls: 0.8563, loss: 0.8563, grad_norm: 5.3024 2021-06-19 23:38:21,072 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-03, eta: 1 day, 8:18:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9281, loss_cls: 0.8725, loss: 0.8725, grad_norm: 5.4916 2021-06-19 23:38:32,215 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-03, eta: 1 day, 8:18:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8602, loss: 0.8602, grad_norm: 5.3062 2021-06-19 23:38:43,362 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-03, eta: 1 day, 8:18:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9410, loss: 0.9410, grad_norm: 5.4002 2021-06-19 23:38:54,509 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-03, eta: 1 day, 8:18:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8486, loss: 0.8486, grad_norm: 5.1659 2021-06-19 23:39:05,620 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-03, eta: 1 day, 8:17:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9328, loss_cls: 0.9122, loss: 0.9122, grad_norm: 5.6141 2021-06-19 23:39:16,765 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-03, eta: 1 day, 8:17:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0011, loss: 1.0011, grad_norm: 5.5693 2021-06-19 23:39:27,917 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-03, eta: 1 day, 8:17:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9084, loss: 0.9084, grad_norm: 5.3978 2021-06-19 23:39:39,064 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-03, eta: 1 day, 8:17:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9705, loss: 0.9705, grad_norm: 5.4984 2021-06-19 23:39:50,200 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-03, eta: 1 day, 8:17:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9469, loss: 0.9469, grad_norm: 5.5278 2021-06-19 23:40:01,338 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-03, eta: 1 day, 8:16:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9443, loss: 0.9443, grad_norm: 5.5345 2021-06-19 23:40:12,483 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-03, eta: 1 day, 8:16:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9203, loss: 0.9203, grad_norm: 5.5572 2021-06-19 23:40:23,629 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-03, eta: 1 day, 8:16:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9234, loss_cls: 0.8457, loss: 0.8457, grad_norm: 5.3475 2021-06-19 23:40:34,749 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-03, eta: 1 day, 8:16:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9194, loss: 0.9194, grad_norm: 5.4195 2021-06-19 23:40:45,879 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-03, eta: 1 day, 8:16:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9367, loss_cls: 0.7847, loss: 0.7847, grad_norm: 5.0651 2021-06-19 23:40:57,065 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-03, eta: 1 day, 8:15:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8499, loss: 0.8499, grad_norm: 5.2625 2021-06-19 23:41:08,158 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-03, eta: 1 day, 8:15:43, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9062, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.3771 2021-06-19 23:41:19,311 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-03, eta: 1 day, 8:15:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9117, loss_cls: 0.9133, loss: 0.9133, grad_norm: 5.3917 2021-06-19 23:41:30,404 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-03, eta: 1 day, 8:15:19, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9675, loss: 0.9675, grad_norm: 5.7116 2021-06-19 23:41:41,550 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-03, eta: 1 day, 8:15:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8902, loss: 0.8902, grad_norm: 5.3767 2021-06-19 23:41:52,687 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-03, eta: 1 day, 8:14:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9219, loss_cls: 0.8521, loss: 0.8521, grad_norm: 5.3185 2021-06-19 23:42:03,841 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-03, eta: 1 day, 8:14:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8954, loss: 0.8954, grad_norm: 5.2786 2021-06-19 23:42:14,970 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-03, eta: 1 day, 8:14:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9109, loss_cls: 0.9171, loss: 0.9171, grad_norm: 5.4825 2021-06-19 23:42:26,121 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-03, eta: 1 day, 8:14:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9157, loss: 0.9157, grad_norm: 5.5355 2021-06-19 23:42:37,273 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-03, eta: 1 day, 8:14:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9598, loss: 0.9598, grad_norm: 5.5246 2021-06-19 23:42:48,440 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-03, eta: 1 day, 8:13:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9055, loss_cls: 0.9855, loss: 0.9855, grad_norm: 5.6426 2021-06-19 23:42:59,607 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-03, eta: 1 day, 8:13:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9109, loss_cls: 0.9505, loss: 0.9505, grad_norm: 5.4710 2021-06-19 23:43:10,755 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-03, eta: 1 day, 8:13:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9258, loss_cls: 0.9133, loss: 0.9133, grad_norm: 5.6501 2021-06-19 23:43:21,904 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-03, eta: 1 day, 8:13:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9164, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.4563 2021-06-19 23:43:33,059 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-03, eta: 1 day, 8:13:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.9199, loss: 0.9199, grad_norm: 5.5585 2021-06-19 23:43:44,194 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-03, eta: 1 day, 8:12:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9480, loss: 0.9480, grad_norm: 5.5282 2021-06-19 23:43:55,342 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-03, eta: 1 day, 8:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8526, loss: 0.8526, grad_norm: 5.2368 2021-06-19 23:44:06,500 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-03, eta: 1 day, 8:12:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9117, loss_cls: 0.9415, loss: 0.9415, grad_norm: 5.3833 2021-06-19 23:44:17,637 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-03, eta: 1 day, 8:12:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9077, loss: 0.9077, grad_norm: 5.4207 2021-06-19 23:44:28,787 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-03, eta: 1 day, 8:12:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.9011, loss: 0.9011, grad_norm: 5.4468 2021-06-19 23:44:39,942 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-03, eta: 1 day, 8:11:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.9022, loss: 0.9022, grad_norm: 5.4839 2021-06-19 23:44:51,110 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-03, eta: 1 day, 8:11:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9578, loss: 0.9578, grad_norm: 5.4166 2021-06-19 23:45:02,275 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-03, eta: 1 day, 8:11:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9604, loss: 0.9604, grad_norm: 5.4665 2021-06-19 23:45:13,423 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-03, eta: 1 day, 8:11:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9078, loss_cls: 0.9628, loss: 0.9628, grad_norm: 5.5861 2021-06-19 23:45:24,573 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-03, eta: 1 day, 8:11:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9183, loss: 0.9183, grad_norm: 5.5613 2021-06-19 23:45:35,700 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-03, eta: 1 day, 8:10:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9553, loss: 0.9553, grad_norm: 5.4925 2021-06-19 23:45:46,876 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-03, eta: 1 day, 8:10:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9079, loss: 0.9079, grad_norm: 5.3642 2021-06-19 23:45:58,019 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-03, eta: 1 day, 8:10:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.9109, loss: 0.9109, grad_norm: 5.4510 2021-06-19 23:46:09,162 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-03, eta: 1 day, 8:10:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9464, loss: 0.9464, grad_norm: 5.6364 2021-06-19 23:46:20,310 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-03, eta: 1 day, 8:10:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8753, loss: 0.8753, grad_norm: 5.3748 2021-06-19 23:46:31,476 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-03, eta: 1 day, 8:09:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8459, loss: 0.8459, grad_norm: 5.4681 2021-06-19 23:46:42,628 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-03, eta: 1 day, 8:09:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9494, loss: 0.9494, grad_norm: 5.3347 2021-06-19 23:46:53,786 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-03, eta: 1 day, 8:09:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9450, loss: 0.9450, grad_norm: 5.4919 2021-06-19 23:47:04,914 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-03, eta: 1 day, 8:09:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9172, loss: 0.9172, grad_norm: 5.5564 2021-06-19 23:47:16,062 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-03, eta: 1 day, 8:09:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9123, loss: 0.9123, grad_norm: 5.4412 2021-06-19 23:47:27,209 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-03, eta: 1 day, 8:08:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8586, loss: 0.8586, grad_norm: 5.3345 2021-06-19 23:47:38,364 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-03, eta: 1 day, 8:08:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9348, loss: 0.9348, grad_norm: 5.7784 2021-06-19 23:47:49,509 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-03, eta: 1 day, 8:08:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9016, loss_cls: 0.9871, loss: 0.9871, grad_norm: 5.4726 2021-06-19 23:48:00,658 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-03, eta: 1 day, 8:08:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9459, loss: 0.9459, grad_norm: 5.5217 2021-06-19 23:48:11,793 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-03, eta: 1 day, 8:08:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0001, loss: 1.0001, grad_norm: 5.5397 2021-06-19 23:48:22,936 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-03, eta: 1 day, 8:07:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9125, loss: 0.9125, grad_norm: 5.5096 2021-06-19 23:48:34,088 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-03, eta: 1 day, 8:07:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9740, loss: 0.9740, grad_norm: 5.6278 2021-06-19 23:48:45,242 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-03, eta: 1 day, 8:07:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8730, loss: 0.8730, grad_norm: 5.2521 2021-06-19 23:48:57,297 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-03, eta: 1 day, 8:07:22, time: 0.599, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.9120, loss: 0.9120, grad_norm: 5.5464 2021-06-19 23:49:08,659 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-03, eta: 1 day, 8:07:11, time: 0.572, data_time: 0.008, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9180, loss_cls: 0.9169, loss: 0.9169, grad_norm: 5.4964 2021-06-19 23:49:19,812 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-03, eta: 1 day, 8:06:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9180, loss_cls: 0.9160, loss: 0.9160, grad_norm: 5.4887 2021-06-19 23:49:31,773 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-03, eta: 1 day, 8:06:48, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8672, loss: 0.8672, grad_norm: 5.4322 2021-06-19 23:49:42,894 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-03, eta: 1 day, 8:06:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8972, loss: 0.8972, grad_norm: 5.5191 2021-06-19 23:49:54,025 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-03, eta: 1 day, 8:06:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9244, loss: 0.9244, grad_norm: 5.5895 2021-06-19 23:50:05,281 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-03, eta: 1 day, 8:06:12, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9535, loss: 0.9535, grad_norm: 5.6262 2021-06-19 23:50:16,431 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-03, eta: 1 day, 8:06:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9129, loss: 0.9129, grad_norm: 5.5046 2021-06-19 23:50:27,577 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-03, eta: 1 day, 8:05:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8541, loss: 0.8541, grad_norm: 5.2849 2021-06-19 23:50:38,713 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-03, eta: 1 day, 8:05:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.8921, loss: 0.8921, grad_norm: 5.3842 2021-06-19 23:50:49,845 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-03, eta: 1 day, 8:05:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9289, loss_cls: 0.8742, loss: 0.8742, grad_norm: 5.3704 2021-06-19 23:51:01,001 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-03, eta: 1 day, 8:05:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9729, loss: 0.9729, grad_norm: 5.5032 2021-06-19 23:51:12,148 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-03, eta: 1 day, 8:05:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9563, loss: 0.9563, grad_norm: 5.3470 2021-06-19 23:51:23,273 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-03, eta: 1 day, 8:04:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9236, loss: 0.9236, grad_norm: 5.3545 2021-06-19 23:51:34,416 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-03, eta: 1 day, 8:04:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.7372 2021-06-19 23:51:45,573 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-03, eta: 1 day, 8:04:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9054, loss: 0.9054, grad_norm: 5.4435 2021-06-19 23:51:56,751 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-03, eta: 1 day, 8:04:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8958, loss: 0.8958, grad_norm: 5.4572 2021-06-19 23:52:07,915 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-03, eta: 1 day, 8:04:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9148, loss_cls: 0.9833, loss: 0.9833, grad_norm: 5.5885 2021-06-19 23:52:19,057 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-03, eta: 1 day, 8:03:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.8936, loss: 0.8936, grad_norm: 5.5056 2021-06-19 23:52:30,194 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-03, eta: 1 day, 8:03:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9887, loss: 0.9887, grad_norm: 5.7325 2021-06-19 23:52:41,346 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-03, eta: 1 day, 8:03:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9164, loss_cls: 0.8634, loss: 0.8634, grad_norm: 5.1437 2021-06-19 23:52:52,487 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-03, eta: 1 day, 8:03:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9262, loss: 0.9262, grad_norm: 5.6079 2021-06-19 23:53:03,652 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-03, eta: 1 day, 8:03:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8652, loss: 0.8652, grad_norm: 5.4067 2021-06-19 23:53:14,754 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-03, eta: 1 day, 8:02:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9975, loss: 0.9975, grad_norm: 5.4965 2021-06-19 23:53:25,897 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-03, eta: 1 day, 8:02:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9454, loss: 0.9454, grad_norm: 5.4926 2021-06-19 23:53:37,047 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-03, eta: 1 day, 8:02:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8608, loss: 0.8608, grad_norm: 5.3646 2021-06-19 23:53:48,197 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-03, eta: 1 day, 8:02:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9227, loss_cls: 0.9129, loss: 0.9129, grad_norm: 5.4067 2021-06-19 23:53:59,347 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-03, eta: 1 day, 8:02:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9141, loss_cls: 0.8867, loss: 0.8867, grad_norm: 5.3469 2021-06-19 23:54:10,520 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-03, eta: 1 day, 8:01:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9029, loss: 0.9029, grad_norm: 5.3754 2021-06-19 23:54:21,659 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-03, eta: 1 day, 8:01:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9628, loss: 0.9628, grad_norm: 5.5210 2021-06-19 23:54:32,802 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-03, eta: 1 day, 8:01:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9464, loss: 0.9464, grad_norm: 5.5586 2021-06-19 23:54:43,935 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-03, eta: 1 day, 8:01:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9377, loss: 0.9377, grad_norm: 5.4616 2021-06-19 23:54:55,141 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-03, eta: 1 day, 8:01:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8645, loss: 0.8645, grad_norm: 5.3548 2021-06-19 23:55:06,267 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-03, eta: 1 day, 8:00:50, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9525, loss: 0.9525, grad_norm: 5.5999 2021-06-19 23:55:17,419 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-03, eta: 1 day, 8:00:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8520, loss: 0.8520, grad_norm: 5.1408 2021-06-19 23:55:28,561 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-03, eta: 1 day, 8:00:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8427, loss: 0.8427, grad_norm: 4.9879 2021-06-19 23:55:39,733 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-03, eta: 1 day, 8:00:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9548, loss: 0.9548, grad_norm: 5.5878 2021-06-19 23:55:50,881 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-03, eta: 1 day, 8:00:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8513, loss: 0.8513, grad_norm: 5.2877 2021-06-19 23:56:02,022 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-03, eta: 1 day, 7:59:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9547, loss: 0.9547, grad_norm: 5.6217 2021-06-19 23:56:13,149 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-03, eta: 1 day, 7:59:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9473, loss: 0.9473, grad_norm: 5.5988 2021-06-19 23:56:24,287 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-03, eta: 1 day, 7:59:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9156, loss_cls: 0.9393, loss: 0.9393, grad_norm: 5.4953 2021-06-19 23:56:35,445 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-03, eta: 1 day, 7:59:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9703, loss: 0.9703, grad_norm: 5.5222 2021-06-19 23:56:46,590 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-03, eta: 1 day, 7:59:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9133, loss_cls: 0.9127, loss: 0.9127, grad_norm: 5.3345 2021-06-19 23:56:57,745 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-03, eta: 1 day, 7:58:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9251, loss: 0.9251, grad_norm: 5.5122 2021-06-19 23:57:08,891 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-03, eta: 1 day, 7:58:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.8894, loss: 0.8894, grad_norm: 5.3684 2021-06-19 23:57:20,042 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-03, eta: 1 day, 7:58:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9608, loss: 0.9608, grad_norm: 5.5596 2021-06-19 23:57:31,185 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-03, eta: 1 day, 7:58:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9362, loss: 0.9362, grad_norm: 5.6510 2021-06-19 23:57:42,327 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-03, eta: 1 day, 7:58:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9555, loss: 0.9555, grad_norm: 5.3980 2021-06-19 23:57:53,480 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-03, eta: 1 day, 7:57:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9227, loss_cls: 0.8719, loss: 0.8719, grad_norm: 5.4567 2021-06-19 23:58:04,602 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-03, eta: 1 day, 7:57:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9250, loss_cls: 0.8561, loss: 0.8561, grad_norm: 5.4067 2021-06-19 23:58:15,744 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-03, eta: 1 day, 7:57:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9493, loss: 0.9493, grad_norm: 5.5911 2021-06-19 23:58:26,863 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-03, eta: 1 day, 7:57:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9187, loss_cls: 0.9078, loss: 0.9078, grad_norm: 5.3558 2021-06-19 23:58:37,996 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-03, eta: 1 day, 7:57:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9443, loss: 0.9443, grad_norm: 5.6317 2021-06-19 23:58:49,136 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-03, eta: 1 day, 7:56:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8982, loss: 0.8982, grad_norm: 5.5772 2021-06-19 23:59:00,294 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-03, eta: 1 day, 7:56:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9245, loss: 0.9245, grad_norm: 5.5294 2021-06-19 23:59:11,438 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-03, eta: 1 day, 7:56:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9130, loss: 0.9130, grad_norm: 5.4116 2021-06-19 23:59:22,580 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-03, eta: 1 day, 7:56:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0036, loss: 1.0036, grad_norm: 5.7444 2021-06-19 23:59:33,724 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-03, eta: 1 day, 7:56:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 0.9665, loss: 0.9665, grad_norm: 5.5296 2021-06-19 23:59:44,872 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-03, eta: 1 day, 7:55:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8830, loss: 0.8830, grad_norm: 5.4402 2021-06-19 23:59:55,999 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-03, eta: 1 day, 7:55:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9352, loss_cls: 0.8655, loss: 0.8655, grad_norm: 5.2564 2021-06-20 00:00:07,988 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-03, eta: 1 day, 7:55:28, time: 0.594, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9211, loss_cls: 0.9343, loss: 0.9343, grad_norm: 5.6244 2021-06-20 00:00:19,111 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-03, eta: 1 day, 7:55:16, time: 0.561, data_time: 0.006, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8527, loss: 0.8527, grad_norm: 5.1509 2021-06-20 00:00:30,256 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-03, eta: 1 day, 7:55:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9344, loss_cls: 0.8877, loss: 0.8877, grad_norm: 5.5004 2021-06-20 00:00:41,404 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-03, eta: 1 day, 7:54:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9078, loss_cls: 0.9123, loss: 0.9123, grad_norm: 5.1880 2021-06-20 00:00:52,558 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-03, eta: 1 day, 7:54:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9405, loss: 0.9405, grad_norm: 5.4607 2021-06-20 00:01:03,727 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-03, eta: 1 day, 7:54:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8781, loss: 0.8781, grad_norm: 5.3883 2021-06-20 00:01:14,844 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-03, eta: 1 day, 7:54:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8734, loss: 0.8734, grad_norm: 5.2045 2021-06-20 00:01:25,997 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-03, eta: 1 day, 7:54:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9366, loss: 0.9366, grad_norm: 5.4799 2021-06-20 00:01:37,117 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-03, eta: 1 day, 7:53:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9211, loss_cls: 0.8945, loss: 0.8945, grad_norm: 5.5127 2021-06-20 00:01:48,242 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-03, eta: 1 day, 7:53:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9297, loss_cls: 0.9327, loss: 0.9327, grad_norm: 5.4362 2021-06-20 00:01:59,377 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-03, eta: 1 day, 7:53:29, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9163, loss: 0.9163, grad_norm: 5.4128 2021-06-20 00:02:10,523 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-03, eta: 1 day, 7:53:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9560, loss: 0.9560, grad_norm: 5.4903 2021-06-20 00:02:21,659 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-03, eta: 1 day, 7:53:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9182, loss: 0.9182, grad_norm: 5.3096 2021-06-20 00:02:32,783 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-03, eta: 1 day, 7:52:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9078, loss_cls: 0.9000, loss: 0.9000, grad_norm: 5.4725 2021-06-20 00:02:43,920 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-03, eta: 1 day, 7:52:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9374, loss: 0.9374, grad_norm: 5.4171 2021-06-20 00:02:55,099 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-03, eta: 1 day, 7:52:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9187, loss_cls: 0.8729, loss: 0.8729, grad_norm: 5.2025 2021-06-20 00:03:06,257 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-03, eta: 1 day, 7:52:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9684, loss: 0.9684, grad_norm: 5.5187 2021-06-20 00:03:17,409 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-03, eta: 1 day, 7:52:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9336, loss_cls: 0.8335, loss: 0.8335, grad_norm: 5.3713 2021-06-20 00:03:28,546 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-03, eta: 1 day, 7:51:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9013, loss: 0.9013, grad_norm: 5.3614 2021-06-20 00:03:39,685 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-03, eta: 1 day, 7:51:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8609, loss: 0.8609, grad_norm: 5.3624 2021-06-20 00:03:50,835 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-03, eta: 1 day, 7:51:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9159, loss: 0.9159, grad_norm: 5.5828 2021-06-20 00:04:01,990 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-03, eta: 1 day, 7:51:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8823, loss: 0.8823, grad_norm: 5.5146 2021-06-20 00:04:13,137 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-03, eta: 1 day, 7:51:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8794, loss: 0.8794, grad_norm: 5.5538 2021-06-20 00:04:24,276 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-03, eta: 1 day, 7:50:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9267, loss: 0.9267, grad_norm: 5.5224 2021-06-20 00:04:36,367 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-06-20 00:05:59,433 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-03, eta: 1 day, 7:51:41, time: 4.112, data_time: 3.529, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9302, loss: 0.9302, grad_norm: 5.6598 2021-06-20 00:06:10,576 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-03, eta: 1 day, 7:51:29, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.8344, loss: 0.8344, grad_norm: 5.3398 2021-06-20 00:06:21,676 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-03, eta: 1 day, 7:51:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8512, loss: 0.8512, grad_norm: 5.2734 2021-06-20 00:06:32,803 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-03, eta: 1 day, 7:51:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9382, loss: 0.9382, grad_norm: 5.5821 2021-06-20 00:06:43,922 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-03, eta: 1 day, 7:50:53, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9380, loss: 0.9380, grad_norm: 5.6363 2021-06-20 00:06:55,053 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-03, eta: 1 day, 7:50:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8542, loss: 0.8542, grad_norm: 5.5388 2021-06-20 00:07:06,187 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-03, eta: 1 day, 7:50:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9408, loss: 0.9408, grad_norm: 5.6304 2021-06-20 00:07:17,302 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-03, eta: 1 day, 7:50:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.8876, loss: 0.8876, grad_norm: 5.3135 2021-06-20 00:07:28,447 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-03, eta: 1 day, 7:50:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9344, loss_cls: 0.8363, loss: 0.8363, grad_norm: 5.3098 2021-06-20 00:07:39,586 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-03, eta: 1 day, 7:49:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8778, loss: 0.8778, grad_norm: 5.3522 2021-06-20 00:07:50,751 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-03, eta: 1 day, 7:49:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.8780, loss: 0.8780, grad_norm: 5.4269 2021-06-20 00:08:01,932 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-03, eta: 1 day, 7:49:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8720, loss: 0.8720, grad_norm: 5.4068 2021-06-20 00:08:13,071 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-03, eta: 1 day, 7:49:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.7345 2021-06-20 00:08:24,228 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-03, eta: 1 day, 7:49:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9165, loss: 0.9165, grad_norm: 5.5596 2021-06-20 00:08:35,328 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-03, eta: 1 day, 7:48:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9106, loss: 0.9106, grad_norm: 5.5991 2021-06-20 00:08:46,482 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-03, eta: 1 day, 7:48:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9387, loss: 0.9387, grad_norm: 5.5144 2021-06-20 00:08:57,620 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-03, eta: 1 day, 7:48:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8544, loss: 0.8544, grad_norm: 5.4722 2021-06-20 00:09:08,741 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-03, eta: 1 day, 7:48:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9250, loss_cls: 0.8611, loss: 0.8611, grad_norm: 5.3950 2021-06-20 00:09:19,879 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-03, eta: 1 day, 7:48:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8945, loss: 0.8945, grad_norm: 5.4486 2021-06-20 00:09:31,025 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-03, eta: 1 day, 7:47:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9227, loss_cls: 0.8761, loss: 0.8761, grad_norm: 5.5313 2021-06-20 00:09:42,146 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-03, eta: 1 day, 7:47:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9485, loss: 0.9485, grad_norm: 5.6311 2021-06-20 00:09:53,313 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-03, eta: 1 day, 7:47:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9904, loss: 0.9904, grad_norm: 5.6397 2021-06-20 00:10:04,582 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-03, eta: 1 day, 7:47:18, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.9015, loss: 0.9015, grad_norm: 5.3916 2021-06-20 00:10:15,683 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-03, eta: 1 day, 7:47:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9058, loss: 0.9058, grad_norm: 5.4361 2021-06-20 00:10:26,818 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-03, eta: 1 day, 7:46:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8972, loss: 0.8972, grad_norm: 5.5206 2021-06-20 00:10:37,957 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-03, eta: 1 day, 7:46:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9078, loss_cls: 0.9741, loss: 0.9741, grad_norm: 5.6435 2021-06-20 00:10:49,107 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-03, eta: 1 day, 7:46:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.8990, loss: 0.8990, grad_norm: 5.3829 2021-06-20 00:11:00,257 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-03, eta: 1 day, 7:46:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.8421, loss: 0.8421, grad_norm: 5.4436 2021-06-20 00:11:11,409 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-03, eta: 1 day, 7:46:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8868, loss: 0.8868, grad_norm: 5.4577 2021-06-20 00:11:22,547 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-03, eta: 1 day, 7:45:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8746, loss: 0.8746, grad_norm: 5.4343 2021-06-20 00:11:33,710 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-03, eta: 1 day, 7:45:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9273, loss_cls: 0.8311, loss: 0.8311, grad_norm: 5.2384 2021-06-20 00:11:44,846 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-03, eta: 1 day, 7:45:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.9024, loss: 0.9024, grad_norm: 5.4564 2021-06-20 00:11:55,999 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-03, eta: 1 day, 7:45:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.8112, loss: 0.8112, grad_norm: 5.2909 2021-06-20 00:12:07,132 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-03, eta: 1 day, 7:45:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.8978, loss: 0.8978, grad_norm: 5.3001 2021-06-20 00:12:18,291 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-03, eta: 1 day, 7:44:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9162, loss: 0.9162, grad_norm: 5.5782 2021-06-20 00:12:29,430 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-03, eta: 1 day, 7:44:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.8661, loss: 0.8661, grad_norm: 5.2881 2021-06-20 00:12:40,591 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-03, eta: 1 day, 7:44:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.9273, loss: 0.9273, grad_norm: 5.4722 2021-06-20 00:12:51,737 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-03, eta: 1 day, 7:44:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8739, loss: 0.8739, grad_norm: 5.1088 2021-06-20 00:13:02,892 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-03, eta: 1 day, 7:44:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9234, loss_cls: 0.7824, loss: 0.7824, grad_norm: 5.1907 2021-06-20 00:13:14,029 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-03, eta: 1 day, 7:43:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9130, loss: 0.9130, grad_norm: 5.5721 2021-06-20 00:13:25,176 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-03, eta: 1 day, 7:43:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.8907, loss: 0.8907, grad_norm: 5.5308 2021-06-20 00:13:36,311 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-03, eta: 1 day, 7:43:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9414, loss: 0.9414, grad_norm: 5.5974 2021-06-20 00:13:47,443 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-03, eta: 1 day, 7:43:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8628, loss: 0.8628, grad_norm: 5.5235 2021-06-20 00:13:58,595 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-03, eta: 1 day, 7:43:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8747, loss: 0.8747, grad_norm: 5.4393 2021-06-20 00:14:09,745 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-03, eta: 1 day, 7:42:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9652, loss: 0.9652, grad_norm: 5.5943 2021-06-20 00:14:20,871 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-03, eta: 1 day, 7:42:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8552, loss: 0.8552, grad_norm: 5.5542 2021-06-20 00:14:32,040 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-03, eta: 1 day, 7:42:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9320, loss_cls: 0.8468, loss: 0.8468, grad_norm: 5.4807 2021-06-20 00:14:43,198 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-03, eta: 1 day, 7:42:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.8719, loss: 0.8719, grad_norm: 5.3434 2021-06-20 00:14:54,352 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-03, eta: 1 day, 7:42:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9044, loss: 0.9044, grad_norm: 5.5918 2021-06-20 00:15:05,522 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-03, eta: 1 day, 7:41:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9108, loss: 0.9108, grad_norm: 5.7059 2021-06-20 00:15:16,667 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-03, eta: 1 day, 7:41:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9466, loss: 0.9466, grad_norm: 5.5972 2021-06-20 00:15:27,825 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-03, eta: 1 day, 7:41:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9125, loss_cls: 0.9258, loss: 0.9258, grad_norm: 5.5526 2021-06-20 00:15:38,978 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-03, eta: 1 day, 7:41:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9078, loss: 0.9078, grad_norm: 5.4647 2021-06-20 00:15:50,122 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-03, eta: 1 day, 7:41:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9323, loss: 0.9323, grad_norm: 5.4952 2021-06-20 00:16:01,254 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-03, eta: 1 day, 7:40:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9156, loss: 0.9156, grad_norm: 5.4528 2021-06-20 00:16:12,391 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-03, eta: 1 day, 7:40:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9114, loss: 0.9114, grad_norm: 5.5140 2021-06-20 00:16:23,536 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-03, eta: 1 day, 7:40:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9250, loss_cls: 0.8903, loss: 0.8903, grad_norm: 5.2323 2021-06-20 00:16:34,689 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-03, eta: 1 day, 7:40:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8809, loss: 0.8809, grad_norm: 5.3861 2021-06-20 00:16:45,819 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-03, eta: 1 day, 7:40:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8281, loss: 0.8281, grad_norm: 5.3793 2021-06-20 00:16:56,967 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-03, eta: 1 day, 7:39:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.8993, loss: 0.8993, grad_norm: 5.4564 2021-06-20 00:17:08,134 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-03, eta: 1 day, 7:39:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9563, loss: 0.9563, grad_norm: 5.5766 2021-06-20 00:17:19,267 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-03, eta: 1 day, 7:39:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8428, loss: 0.8428, grad_norm: 5.2146 2021-06-20 00:17:30,407 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-03, eta: 1 day, 7:39:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8807, loss: 0.8807, grad_norm: 5.3517 2021-06-20 00:17:41,552 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-03, eta: 1 day, 7:39:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8715, loss: 0.8715, grad_norm: 5.3255 2021-06-20 00:17:52,696 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-03, eta: 1 day, 7:38:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9305, loss_cls: 0.9020, loss: 0.9020, grad_norm: 5.6855 2021-06-20 00:18:03,845 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-03, eta: 1 day, 7:38:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.6215 2021-06-20 00:18:14,995 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-03, eta: 1 day, 7:38:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9411, loss: 0.9411, grad_norm: 5.6513 2021-06-20 00:18:26,150 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-03, eta: 1 day, 7:38:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9180, loss_cls: 0.9693, loss: 0.9693, grad_norm: 5.8118 2021-06-20 00:18:37,295 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-03, eta: 1 day, 7:38:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9164, loss: 0.9164, grad_norm: 5.6899 2021-06-20 00:18:48,432 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-03, eta: 1 day, 7:37:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9442, loss: 0.9442, grad_norm: 5.5663 2021-06-20 00:18:59,583 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-03, eta: 1 day, 7:37:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9744, loss: 0.9744, grad_norm: 5.7446 2021-06-20 00:19:10,720 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-03, eta: 1 day, 7:37:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.9396, loss: 0.9396, grad_norm: 5.5574 2021-06-20 00:19:21,868 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-03, eta: 1 day, 7:37:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9258, loss_cls: 0.9499, loss: 0.9499, grad_norm: 5.5775 2021-06-20 00:19:33,011 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-03, eta: 1 day, 7:37:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.8809, loss: 0.8809, grad_norm: 5.4334 2021-06-20 00:19:44,157 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-03, eta: 1 day, 7:36:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9025, loss: 0.9025, grad_norm: 5.5018 2021-06-20 00:19:55,298 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-03, eta: 1 day, 7:36:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9116, loss: 0.9116, grad_norm: 5.5812 2021-06-20 00:20:06,442 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-03, eta: 1 day, 7:36:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9606, loss: 0.9606, grad_norm: 5.6035 2021-06-20 00:20:17,593 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-03, eta: 1 day, 7:36:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8479, loss: 0.8479, grad_norm: 5.3306 2021-06-20 00:20:28,749 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-03, eta: 1 day, 7:36:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.9045, loss: 0.9045, grad_norm: 5.5159 2021-06-20 00:20:39,888 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-03, eta: 1 day, 7:35:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9344, loss_cls: 0.7951, loss: 0.7951, grad_norm: 5.1298 2021-06-20 00:20:51,033 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-03, eta: 1 day, 7:35:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9093, loss: 0.9093, grad_norm: 5.4579 2021-06-20 00:21:02,171 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-03, eta: 1 day, 7:35:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9623, loss: 0.9623, grad_norm: 5.6897 2021-06-20 00:21:13,335 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-03, eta: 1 day, 7:35:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9345, loss: 0.9345, grad_norm: 5.4898 2021-06-20 00:21:24,465 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-03, eta: 1 day, 7:35:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8433, loss: 0.8433, grad_norm: 5.4831 2021-06-20 00:21:35,613 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-03, eta: 1 day, 7:34:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8480, loss: 0.8480, grad_norm: 5.4010 2021-06-20 00:21:46,766 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-03, eta: 1 day, 7:34:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8939, loss: 0.8939, grad_norm: 5.5393 2021-06-20 00:21:57,916 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-03, eta: 1 day, 7:34:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9237, loss: 0.9237, grad_norm: 5.6725 2021-06-20 00:22:09,059 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-03, eta: 1 day, 7:34:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9379, loss: 0.9379, grad_norm: 5.6340 2021-06-20 00:22:20,210 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-03, eta: 1 day, 7:34:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9033, loss: 0.9033, grad_norm: 5.3895 2021-06-20 00:22:31,360 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-03, eta: 1 day, 7:33:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8750, loss: 0.8750, grad_norm: 5.4313 2021-06-20 00:22:42,514 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-03, eta: 1 day, 7:33:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9187, loss_cls: 0.9202, loss: 0.9202, grad_norm: 5.4268 2021-06-20 00:22:53,641 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-03, eta: 1 day, 7:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9000, loss_cls: 1.0062, loss: 1.0062, grad_norm: 5.7707 2021-06-20 00:23:04,779 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-03, eta: 1 day, 7:33:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8747, loss: 0.8747, grad_norm: 5.3433 2021-06-20 00:23:15,895 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-03, eta: 1 day, 7:33:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9193, loss: 0.9193, grad_norm: 5.4866 2021-06-20 00:23:27,058 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-03, eta: 1 day, 7:32:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9078, loss_cls: 0.9484, loss: 0.9484, grad_norm: 5.4880 2021-06-20 00:23:38,209 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-03, eta: 1 day, 7:32:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9320, loss: 0.9320, grad_norm: 5.4930 2021-06-20 00:23:49,341 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-03, eta: 1 day, 7:32:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9285, loss: 0.9285, grad_norm: 5.4756 2021-06-20 00:24:00,500 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-03, eta: 1 day, 7:32:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9091, loss: 0.9091, grad_norm: 5.2988 2021-06-20 00:24:11,655 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-03, eta: 1 day, 7:32:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9289, loss_cls: 0.8838, loss: 0.8838, grad_norm: 5.4680 2021-06-20 00:24:22,799 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-03, eta: 1 day, 7:31:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.8915, loss: 0.8915, grad_norm: 5.3325 2021-06-20 00:24:33,941 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-03, eta: 1 day, 7:31:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9397, loss: 0.9397, grad_norm: 5.5172 2021-06-20 00:24:45,084 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-03, eta: 1 day, 7:31:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9164, loss_cls: 0.9116, loss: 0.9116, grad_norm: 5.5142 2021-06-20 00:24:56,252 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-03, eta: 1 day, 7:31:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9360, loss: 0.9360, grad_norm: 5.6498 2021-06-20 00:25:07,396 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-03, eta: 1 day, 7:31:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9289, loss_cls: 0.8929, loss: 0.8929, grad_norm: 5.5431 2021-06-20 00:25:18,537 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-03, eta: 1 day, 7:30:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9370, loss: 0.9370, grad_norm: 5.5746 2021-06-20 00:25:29,674 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-03, eta: 1 day, 7:30:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9273, loss_cls: 0.9210, loss: 0.9210, grad_norm: 5.6000 2021-06-20 00:25:40,810 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-03, eta: 1 day, 7:30:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8642, loss: 0.8642, grad_norm: 5.2483 2021-06-20 00:25:51,936 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-03, eta: 1 day, 7:30:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8626, loss: 0.8626, grad_norm: 5.3790 2021-06-20 00:26:03,091 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-03, eta: 1 day, 7:30:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7753, loss: 0.7753, grad_norm: 5.0814 2021-06-20 00:26:14,231 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-03, eta: 1 day, 7:30:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.8866, loss: 0.8866, grad_norm: 5.4824 2021-06-20 00:26:25,365 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-03, eta: 1 day, 7:29:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8984, loss_cls: 1.0133, loss: 1.0133, grad_norm: 5.8046 2021-06-20 00:26:36,492 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-03, eta: 1 day, 7:29:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9458, loss: 0.9458, grad_norm: 5.6438 2021-06-20 00:26:47,627 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-03, eta: 1 day, 7:29:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9141, loss_cls: 0.9237, loss: 0.9237, grad_norm: 5.5285 2021-06-20 00:26:58,760 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-03, eta: 1 day, 7:29:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9792, loss: 0.9792, grad_norm: 5.6766 2021-06-20 00:27:09,910 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-03, eta: 1 day, 7:29:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9320, loss: 0.9320, grad_norm: 5.4959 2021-06-20 00:27:21,014 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-03, eta: 1 day, 7:28:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9242, loss_cls: 0.8410, loss: 0.8410, grad_norm: 5.1592 2021-06-20 00:27:32,157 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-03, eta: 1 day, 7:28:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0144, loss: 1.0144, grad_norm: 5.8069 2021-06-20 00:27:43,327 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-03, eta: 1 day, 7:28:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9320, loss_cls: 0.8823, loss: 0.8823, grad_norm: 5.4758 2021-06-20 00:27:54,430 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-03, eta: 1 day, 7:28:12, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9180, loss_cls: 0.8953, loss: 0.8953, grad_norm: 5.3578 2021-06-20 00:28:05,575 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-03, eta: 1 day, 7:28:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8819, loss: 0.8819, grad_norm: 5.3782 2021-06-20 00:28:16,694 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-03, eta: 1 day, 7:27:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9276, loss: 0.9276, grad_norm: 5.3935 2021-06-20 00:28:27,830 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-03, eta: 1 day, 7:27:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9125, loss_cls: 0.8968, loss: 0.8968, grad_norm: 5.4167 2021-06-20 00:28:38,970 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-03, eta: 1 day, 7:27:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8751, loss: 0.8751, grad_norm: 5.3531 2021-06-20 00:28:50,133 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-03, eta: 1 day, 7:27:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.0586 2021-06-20 00:29:01,295 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-03, eta: 1 day, 7:27:01, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.8962, loss: 0.8962, grad_norm: 5.3313 2021-06-20 00:29:12,447 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-03, eta: 1 day, 7:26:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8801, loss: 0.8801, grad_norm: 5.3677 2021-06-20 00:29:23,595 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-03, eta: 1 day, 7:26:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9490, loss: 0.9490, grad_norm: 5.5939 2021-06-20 00:29:34,763 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-03, eta: 1 day, 7:26:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9258, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.5754 2021-06-20 00:29:45,906 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-03, eta: 1 day, 7:26:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8562, loss: 0.8562, grad_norm: 5.2878 2021-06-20 00:29:57,044 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-03, eta: 1 day, 7:26:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9671, loss: 0.9671, grad_norm: 5.7319 2021-06-20 00:30:08,211 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-03, eta: 1 day, 7:25:49, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9222, loss: 0.9222, grad_norm: 5.2271 2021-06-20 00:30:19,357 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-03, eta: 1 day, 7:25:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.8208, loss: 0.8208, grad_norm: 5.2972 2021-06-20 00:30:30,497 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-03, eta: 1 day, 7:25:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9102, loss: 0.9102, grad_norm: 5.4348 2021-06-20 00:30:41,654 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-03, eta: 1 day, 7:25:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8676, loss: 0.8676, grad_norm: 5.5014 2021-06-20 00:30:52,803 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-03, eta: 1 day, 7:25:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.8746, loss: 0.8746, grad_norm: 5.2423 2021-06-20 00:31:03,947 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-03, eta: 1 day, 7:24:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9109, loss_cls: 0.9315, loss: 0.9315, grad_norm: 5.5202 2021-06-20 00:31:15,107 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-03, eta: 1 day, 7:24:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8561, loss: 0.8561, grad_norm: 5.4269 2021-06-20 00:31:26,261 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-03, eta: 1 day, 7:24:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8988, loss: 0.8988, grad_norm: 5.4059 2021-06-20 00:31:37,419 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-03, eta: 1 day, 7:24:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8577, loss: 0.8577, grad_norm: 5.2799 2021-06-20 00:31:48,571 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-03, eta: 1 day, 7:24:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8850, loss: 0.8850, grad_norm: 5.4551 2021-06-20 00:31:59,708 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-03, eta: 1 day, 7:23:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9370, loss: 0.9370, grad_norm: 5.4637 2021-06-20 00:32:10,845 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-03, eta: 1 day, 7:23:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.9388, loss: 0.9388, grad_norm: 5.5519 2021-06-20 00:32:21,974 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-03, eta: 1 day, 7:23:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.8875, loss: 0.8875, grad_norm: 5.4527 2021-06-20 00:32:33,124 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-03, eta: 1 day, 7:23:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.9093, loss: 0.9093, grad_norm: 5.6905 2021-06-20 00:32:44,291 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-03, eta: 1 day, 7:23:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9285, loss: 0.9285, grad_norm: 5.7009 2021-06-20 00:32:55,432 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-03, eta: 1 day, 7:22:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9258, loss_cls: 0.8462, loss: 0.8462, grad_norm: 5.4064 2021-06-20 00:33:06,581 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-03, eta: 1 day, 7:22:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9416, loss: 0.9416, grad_norm: 5.5468 2021-06-20 00:33:17,723 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-03, eta: 1 day, 7:22:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9164, loss_cls: 0.9156, loss: 0.9156, grad_norm: 5.5376 2021-06-20 00:33:28,879 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-03, eta: 1 day, 7:22:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9230, loss: 0.9230, grad_norm: 5.4769 2021-06-20 00:33:40,017 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-03, eta: 1 day, 7:22:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8839, loss: 0.8839, grad_norm: 5.4805 2021-06-20 00:33:51,162 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-03, eta: 1 day, 7:21:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9490, loss: 0.9490, grad_norm: 5.4600 2021-06-20 00:34:02,298 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-03, eta: 1 day, 7:21:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9211, loss_cls: 0.8784, loss: 0.8784, grad_norm: 5.3528 2021-06-20 00:34:13,456 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-03, eta: 1 day, 7:21:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8705, loss: 0.8705, grad_norm: 5.4172 2021-06-20 00:34:24,618 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-03, eta: 1 day, 7:21:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9070, loss: 0.9070, grad_norm: 5.5881 2021-06-20 00:34:35,768 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-03, eta: 1 day, 7:21:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9267, loss: 0.9267, grad_norm: 5.7246 2021-06-20 00:34:46,932 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-03, eta: 1 day, 7:20:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.9568, loss: 0.9568, grad_norm: 5.4161 2021-06-20 00:34:58,092 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-03, eta: 1 day, 7:20:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8756, loss: 0.8756, grad_norm: 5.5164 2021-06-20 00:35:09,271 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-03, eta: 1 day, 7:20:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8782, loss: 0.8782, grad_norm: 5.2108 2021-06-20 00:35:20,398 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-03, eta: 1 day, 7:20:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8800, loss: 0.8800, grad_norm: 5.3853 2021-06-20 00:35:31,542 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-03, eta: 1 day, 7:20:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9152, loss: 0.9152, grad_norm: 5.4072 2021-06-20 00:35:42,694 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-03, eta: 1 day, 7:19:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9292, loss: 0.9292, grad_norm: 5.3131 2021-06-20 00:35:53,843 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-03, eta: 1 day, 7:19:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9227, loss_cls: 0.8516, loss: 0.8516, grad_norm: 5.3190 2021-06-20 00:36:04,964 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-03, eta: 1 day, 7:19:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9347, loss: 0.9347, grad_norm: 5.6769 2021-06-20 00:36:16,106 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-03, eta: 1 day, 7:19:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.8912, loss: 0.8912, grad_norm: 5.5024 2021-06-20 00:36:27,231 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-03, eta: 1 day, 7:19:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9514, loss: 0.9514, grad_norm: 5.6988 2021-06-20 00:36:38,367 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-03, eta: 1 day, 7:18:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9522, loss: 0.9522, grad_norm: 5.3953 2021-06-20 00:36:49,529 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-03, eta: 1 day, 7:18:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.8943, loss: 0.8943, grad_norm: 5.4872 2021-06-20 00:37:00,664 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-03, eta: 1 day, 7:18:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9398, loss_cls: 0.8666, loss: 0.8666, grad_norm: 5.2538 2021-06-20 00:37:11,797 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-03, eta: 1 day, 7:18:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9164, loss_cls: 0.9263, loss: 0.9263, grad_norm: 5.5688 2021-06-20 00:37:22,929 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-03, eta: 1 day, 7:18:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8843, loss: 0.8843, grad_norm: 5.4320 2021-06-20 00:37:34,066 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-03, eta: 1 day, 7:17:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8499, loss: 0.8499, grad_norm: 5.3556 2021-06-20 00:37:45,213 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-03, eta: 1 day, 7:17:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9658, loss: 0.9658, grad_norm: 5.6980 2021-06-20 00:37:56,358 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-03, eta: 1 day, 7:17:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9393, loss: 0.9393, grad_norm: 5.6538 2021-06-20 00:38:07,514 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-03, eta: 1 day, 7:17:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.8936, loss: 0.8936, grad_norm: 5.6122 2021-06-20 00:38:18,663 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-03, eta: 1 day, 7:17:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8809, loss: 0.8809, grad_norm: 5.4501 2021-06-20 00:38:29,804 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-03, eta: 1 day, 7:16:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9423, loss: 0.9423, grad_norm: 5.4594 2021-06-20 00:38:40,943 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-03, eta: 1 day, 7:16:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9189, loss: 0.9189, grad_norm: 5.6319 2021-06-20 00:38:52,089 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-03, eta: 1 day, 7:16:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8570, loss: 0.8570, grad_norm: 5.1839 2021-06-20 00:39:03,226 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-03, eta: 1 day, 7:16:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8537, loss: 0.8537, grad_norm: 5.5905 2021-06-20 00:39:14,343 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-03, eta: 1 day, 7:16:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9452, loss: 0.9452, grad_norm: 5.5876 2021-06-20 00:39:25,475 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-03, eta: 1 day, 7:15:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9281, loss_cls: 0.9067, loss: 0.9067, grad_norm: 5.4484 2021-06-20 00:39:36,628 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-03, eta: 1 day, 7:15:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8571, loss: 0.8571, grad_norm: 5.5593 2021-06-20 00:39:47,777 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-03, eta: 1 day, 7:15:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.6690 2021-06-20 00:39:58,915 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-03, eta: 1 day, 7:15:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9368, loss: 0.9368, grad_norm: 5.4140 2021-06-20 00:40:10,047 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-03, eta: 1 day, 7:15:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8379, loss: 0.8379, grad_norm: 5.2784 2021-06-20 00:40:21,199 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-03, eta: 1 day, 7:14:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9600, loss: 0.9600, grad_norm: 5.8950 2021-06-20 00:40:32,352 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-03, eta: 1 day, 7:14:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8793, loss: 0.8793, grad_norm: 5.6848 2021-06-20 00:40:50,574 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-06-20 00:42:52,516 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-03, eta: 1 day, 7:16:09, time: 6.069, data_time: 5.461, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.8275, loss: 0.8275, grad_norm: 5.1747 2021-06-20 00:43:03,652 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-03, eta: 1 day, 7:15:57, time: 0.561, data_time: 0.008, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9133, loss_cls: 0.9086, loss: 0.9086, grad_norm: 5.3765 2021-06-20 00:43:14,743 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-03, eta: 1 day, 7:15:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9219, loss_cls: 0.8439, loss: 0.8439, grad_norm: 5.0707 2021-06-20 00:43:25,858 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-03, eta: 1 day, 7:15:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9211, loss_cls: 0.8886, loss: 0.8886, grad_norm: 5.3753 2021-06-20 00:43:36,974 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-03, eta: 1 day, 7:15:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8736, loss: 0.8736, grad_norm: 5.4244 2021-06-20 00:43:48,104 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-03, eta: 1 day, 7:15:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9887, loss: 0.9887, grad_norm: 5.5640 2021-06-20 00:43:59,225 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-03, eta: 1 day, 7:14:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9070, loss_cls: 0.9353, loss: 0.9353, grad_norm: 5.5006 2021-06-20 00:44:10,334 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-03, eta: 1 day, 7:14:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.8442, loss: 0.8442, grad_norm: 5.4776 2021-06-20 00:44:21,449 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-03, eta: 1 day, 7:14:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8534, loss: 0.8534, grad_norm: 5.3535 2021-06-20 00:44:32,586 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-03, eta: 1 day, 7:14:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9117, loss_cls: 0.8952, loss: 0.8952, grad_norm: 5.4296 2021-06-20 00:44:43,734 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-03, eta: 1 day, 7:14:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8344, loss: 0.8344, grad_norm: 5.2891 2021-06-20 00:44:54,895 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-03, eta: 1 day, 7:13:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9250, loss_cls: 0.8795, loss: 0.8795, grad_norm: 5.4451 2021-06-20 00:45:06,205 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-03, eta: 1 day, 7:13:46, time: 0.566, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.8840, loss: 0.8840, grad_norm: 5.4035 2021-06-20 00:45:17,341 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-03, eta: 1 day, 7:13:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9367, loss_cls: 0.8457, loss: 0.8457, grad_norm: 5.2773 2021-06-20 00:45:28,482 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-03, eta: 1 day, 7:13:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8451, loss: 0.8451, grad_norm: 5.2640 2021-06-20 00:45:39,633 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-03, eta: 1 day, 7:13:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9662, loss: 0.9662, grad_norm: 5.6391 2021-06-20 00:45:50,787 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-03, eta: 1 day, 7:12:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8536, loss: 0.8536, grad_norm: 5.3465 2021-06-20 00:46:01,924 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-03, eta: 1 day, 7:12:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9156, loss_cls: 0.8706, loss: 0.8706, grad_norm: 5.5181 2021-06-20 00:46:13,046 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-03, eta: 1 day, 7:12:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8977, loss: 0.8977, grad_norm: 5.5520 2021-06-20 00:46:24,203 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-03, eta: 1 day, 7:12:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9352, loss_cls: 0.8597, loss: 0.8597, grad_norm: 5.3165 2021-06-20 00:46:35,317 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-03, eta: 1 day, 7:12:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8723, loss: 0.8723, grad_norm: 5.4026 2021-06-20 00:46:46,460 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-03, eta: 1 day, 7:11:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9444, loss: 0.9444, grad_norm: 5.6078 2021-06-20 00:46:57,608 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-03, eta: 1 day, 7:11:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8331, loss: 0.8331, grad_norm: 5.3697 2021-06-20 00:47:08,745 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-03, eta: 1 day, 7:11:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9195, loss: 0.9195, grad_norm: 5.3555 2021-06-20 00:47:19,889 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-03, eta: 1 day, 7:11:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9117, loss_cls: 0.9593, loss: 0.9593, grad_norm: 5.5169 2021-06-20 00:47:31,044 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-03, eta: 1 day, 7:11:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8806, loss: 0.8806, grad_norm: 5.4737 2021-06-20 00:47:42,210 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-03, eta: 1 day, 7:10:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9115, loss: 0.9115, grad_norm: 5.5956 2021-06-20 00:47:53,368 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-03, eta: 1 day, 7:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.8691, loss: 0.8691, grad_norm: 5.4829 2021-06-20 00:48:04,523 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-03, eta: 1 day, 7:10:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8220, loss: 0.8220, grad_norm: 5.3334 2021-06-20 00:48:15,660 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-03, eta: 1 day, 7:10:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.8352, loss: 0.8352, grad_norm: 5.3270 2021-06-20 00:48:26,793 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-03, eta: 1 day, 7:10:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.9284, loss: 0.9284, grad_norm: 5.6733 2021-06-20 00:48:37,937 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-03, eta: 1 day, 7:09:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9179, loss: 0.9179, grad_norm: 5.5368 2021-06-20 00:48:49,067 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-03, eta: 1 day, 7:09:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9136, loss: 0.9136, grad_norm: 5.4733 2021-06-20 00:49:00,207 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-03, eta: 1 day, 7:09:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8726, loss: 0.8726, grad_norm: 5.4144 2021-06-20 00:49:11,354 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-03, eta: 1 day, 7:09:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9459, loss: 0.9459, grad_norm: 5.7975 2021-06-20 00:49:22,486 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-03, eta: 1 day, 7:09:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8304, loss: 0.8304, grad_norm: 5.1957 2021-06-20 00:49:33,628 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-03, eta: 1 day, 7:08:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.8522, loss: 0.8522, grad_norm: 5.3683 2021-06-20 00:49:44,785 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-03, eta: 1 day, 7:08:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9141, loss_cls: 0.9052, loss: 0.9052, grad_norm: 5.5143 2021-06-20 00:49:55,940 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-03, eta: 1 day, 7:08:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9066, loss: 0.9066, grad_norm: 5.5197 2021-06-20 00:50:07,098 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-03, eta: 1 day, 7:08:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9164, loss_cls: 0.8859, loss: 0.8859, grad_norm: 5.6624 2021-06-20 00:50:18,256 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-03, eta: 1 day, 7:08:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9320, loss_cls: 0.8833, loss: 0.8833, grad_norm: 5.6315 2021-06-20 00:50:29,399 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-03, eta: 1 day, 7:08:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9313, loss_cls: 0.8943, loss: 0.8943, grad_norm: 5.7472 2021-06-20 00:50:40,534 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-03, eta: 1 day, 7:07:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.9213, loss: 0.9213, grad_norm: 5.6290 2021-06-20 00:50:51,663 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-03, eta: 1 day, 7:07:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9405, loss: 0.9405, grad_norm: 5.6883 2021-06-20 00:51:02,808 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-03, eta: 1 day, 7:07:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8980, loss: 0.8980, grad_norm: 5.4113 2021-06-20 00:51:13,967 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-03, eta: 1 day, 7:07:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.9133, loss: 0.9133, grad_norm: 5.5519 2021-06-20 00:51:25,115 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-03, eta: 1 day, 7:07:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8555, loss: 0.8555, grad_norm: 5.4228 2021-06-20 00:51:36,281 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-03, eta: 1 day, 7:06:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9391, loss_cls: 0.7999, loss: 0.7999, grad_norm: 5.2465 2021-06-20 00:51:47,443 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-03, eta: 1 day, 7:06:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9382, loss: 0.9382, grad_norm: 5.6757 2021-06-20 00:51:58,574 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-03, eta: 1 day, 7:06:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9383, loss_cls: 0.8301, loss: 0.8301, grad_norm: 5.4403 2021-06-20 00:52:09,693 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-03, eta: 1 day, 7:06:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9284, loss: 0.9284, grad_norm: 5.4127 2021-06-20 00:52:20,831 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-03, eta: 1 day, 7:06:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9694, loss: 0.9694, grad_norm: 5.7714 2021-06-20 00:52:31,980 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-03, eta: 1 day, 7:05:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7550, loss: 0.7550, grad_norm: 5.1406 2021-06-20 00:52:43,129 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-03, eta: 1 day, 7:05:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9309, loss: 0.9309, grad_norm: 5.6035 2021-06-20 00:52:54,289 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-03, eta: 1 day, 7:05:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9215, loss: 0.9215, grad_norm: 5.4533 2021-06-20 00:53:05,430 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-03, eta: 1 day, 7:05:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8766, loss: 0.8766, grad_norm: 5.2478 2021-06-20 00:53:16,551 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-03, eta: 1 day, 7:05:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.9042, loss: 0.9042, grad_norm: 5.6900 2021-06-20 00:53:27,692 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-03, eta: 1 day, 7:04:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9035, loss: 0.9035, grad_norm: 5.5818 2021-06-20 00:53:38,837 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-03, eta: 1 day, 7:04:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.8783, loss: 0.8783, grad_norm: 5.6004 2021-06-20 00:53:50,000 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-03, eta: 1 day, 7:04:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9141, loss_cls: 0.8823, loss: 0.8823, grad_norm: 5.5193 2021-06-20 00:54:01,139 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-03, eta: 1 day, 7:04:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8471, loss: 0.8471, grad_norm: 5.2923 2021-06-20 00:54:12,302 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-03, eta: 1 day, 7:04:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 0.9664, loss: 0.9664, grad_norm: 5.5022 2021-06-20 00:54:23,454 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-03, eta: 1 day, 7:03:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9310, loss: 0.9310, grad_norm: 5.6536 2021-06-20 00:54:34,622 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-03, eta: 1 day, 7:03:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.8298, loss: 0.8298, grad_norm: 5.2771 2021-06-20 00:54:45,803 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-03, eta: 1 day, 7:03:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9141, loss_cls: 0.9086, loss: 0.9086, grad_norm: 5.5195 2021-06-20 00:54:56,971 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-03, eta: 1 day, 7:03:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8471, loss: 0.8471, grad_norm: 5.3998 2021-06-20 00:55:08,117 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-03, eta: 1 day, 7:03:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.9044, loss: 0.9044, grad_norm: 5.5260 2021-06-20 00:55:19,272 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-03, eta: 1 day, 7:02:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8644, loss: 0.8644, grad_norm: 5.5476 2021-06-20 00:55:30,413 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-03, eta: 1 day, 7:02:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9351, loss: 0.9351, grad_norm: 5.6551 2021-06-20 00:55:41,564 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-03, eta: 1 day, 7:02:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9549, loss: 0.9549, grad_norm: 5.8841 2021-06-20 00:55:52,693 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-03, eta: 1 day, 7:02:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9108, loss: 0.9108, grad_norm: 5.3215 2021-06-20 00:56:03,828 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-03, eta: 1 day, 7:02:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.9059, loss: 0.9059, grad_norm: 5.2510 2021-06-20 00:56:14,992 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-03, eta: 1 day, 7:01:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9732, loss: 0.9732, grad_norm: 5.5859 2021-06-20 00:56:26,150 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-03, eta: 1 day, 7:01:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9350, loss: 0.9350, grad_norm: 5.7947 2021-06-20 00:56:37,305 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-03, eta: 1 day, 7:01:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8395, loss: 0.8395, grad_norm: 5.5312 2021-06-20 00:56:48,441 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-03, eta: 1 day, 7:01:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9680, loss: 0.9680, grad_norm: 5.6688 2021-06-20 00:56:59,596 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-03, eta: 1 day, 7:01:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8419, loss: 0.8419, grad_norm: 5.3248 2021-06-20 00:57:10,739 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-03, eta: 1 day, 7:00:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9227, loss_cls: 0.8700, loss: 0.8700, grad_norm: 5.2738 2021-06-20 00:57:21,872 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-03, eta: 1 day, 7:00:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9195, loss_cls: 0.9133, loss: 0.9133, grad_norm: 5.5550 2021-06-20 00:57:33,018 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-03, eta: 1 day, 7:00:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8389, loss: 0.8389, grad_norm: 5.3603 2021-06-20 00:57:44,162 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-03, eta: 1 day, 7:00:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 1.0015, loss: 1.0015, grad_norm: 5.9174 2021-06-20 00:57:55,306 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-03, eta: 1 day, 7:00:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9269, loss: 0.9269, grad_norm: 5.7508 2021-06-20 00:58:06,453 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-03, eta: 1 day, 6:59:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.8887, loss: 0.8887, grad_norm: 5.5230 2021-06-20 00:58:17,598 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-03, eta: 1 day, 6:59:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8577, loss: 0.8577, grad_norm: 5.2615 2021-06-20 00:58:28,748 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-03, eta: 1 day, 6:59:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9050, loss: 0.9050, grad_norm: 5.5706 2021-06-20 00:58:39,881 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-03, eta: 1 day, 6:59:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8792, loss: 0.8792, grad_norm: 5.5485 2021-06-20 00:58:51,020 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-03, eta: 1 day, 6:59:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9483, loss: 0.9483, grad_norm: 5.5973 2021-06-20 00:59:02,174 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-03, eta: 1 day, 6:58:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9250, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.3312 2021-06-20 00:59:13,323 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-03, eta: 1 day, 6:58:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9320, loss_cls: 0.8491, loss: 0.8491, grad_norm: 5.5053 2021-06-20 00:59:24,464 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-03, eta: 1 day, 6:58:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8696, loss: 0.8696, grad_norm: 5.3998 2021-06-20 00:59:35,609 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-03, eta: 1 day, 6:58:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9180, loss_cls: 0.8400, loss: 0.8400, grad_norm: 5.2273 2021-06-20 00:59:46,772 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-03, eta: 1 day, 6:58:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8716, loss: 0.8716, grad_norm: 5.2464 2021-06-20 00:59:57,925 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-03, eta: 1 day, 6:57:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9187, loss_cls: 0.8783, loss: 0.8783, grad_norm: 5.4284 2021-06-20 01:00:09,070 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-03, eta: 1 day, 6:57:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8725, loss: 0.8725, grad_norm: 5.3518 2021-06-20 01:00:20,208 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-03, eta: 1 day, 6:57:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9030, loss: 0.9030, grad_norm: 5.5714 2021-06-20 01:00:31,371 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-03, eta: 1 day, 6:57:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9600, loss: 0.9600, grad_norm: 5.6753 2021-06-20 01:00:42,507 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-03, eta: 1 day, 6:57:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.8931, loss: 0.8931, grad_norm: 5.7072 2021-06-20 01:00:53,673 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-03, eta: 1 day, 6:56:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9149, loss: 0.9149, grad_norm: 5.5300 2021-06-20 01:01:04,842 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-03, eta: 1 day, 6:56:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9345, loss: 0.9345, grad_norm: 5.6749 2021-06-20 01:01:15,940 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-03, eta: 1 day, 6:56:28, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9400, loss: 0.9400, grad_norm: 5.7157 2021-06-20 01:01:27,100 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-03, eta: 1 day, 6:56:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9377, loss: 0.9377, grad_norm: 5.7102 2021-06-20 01:01:38,240 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-03, eta: 1 day, 6:56:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.8873, loss: 0.8873, grad_norm: 5.6099 2021-06-20 01:01:49,395 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-03, eta: 1 day, 6:55:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9242, loss_cls: 0.8674, loss: 0.8674, grad_norm: 5.4042 2021-06-20 01:02:00,579 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-03, eta: 1 day, 6:55:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.9023, loss: 0.9023, grad_norm: 5.7841 2021-06-20 01:02:11,721 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-03, eta: 1 day, 6:55:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8603, loss: 0.8603, grad_norm: 5.4131 2021-06-20 01:02:22,890 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-03, eta: 1 day, 6:55:17, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9180, loss: 0.9180, grad_norm: 5.5824 2021-06-20 01:02:34,038 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-03, eta: 1 day, 6:55:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9266, loss_cls: 0.8072, loss: 0.8072, grad_norm: 5.1997 2021-06-20 01:02:45,174 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-03, eta: 1 day, 6:54:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9194, loss: 0.9194, grad_norm: 5.5729 2021-06-20 01:02:56,329 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-03, eta: 1 day, 6:54:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.9024, loss: 0.9024, grad_norm: 5.6224 2021-06-20 01:03:07,464 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-03, eta: 1 day, 6:54:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9086, loss: 0.9086, grad_norm: 5.3865 2021-06-20 01:03:18,603 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-03, eta: 1 day, 6:54:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9289, loss_cls: 0.8871, loss: 0.8871, grad_norm: 5.5584 2021-06-20 01:03:29,723 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-03, eta: 1 day, 6:54:05, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9032, loss: 0.9032, grad_norm: 5.6145 2021-06-20 01:03:40,872 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-03, eta: 1 day, 6:53:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.8961, loss: 0.8961, grad_norm: 5.4795 2021-06-20 01:03:52,024 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-03, eta: 1 day, 6:53:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8619, loss: 0.8619, grad_norm: 5.6767 2021-06-20 01:04:03,160 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-03, eta: 1 day, 6:53:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.9210, loss: 0.9210, grad_norm: 5.7544 2021-06-20 01:04:14,297 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-03, eta: 1 day, 6:53:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.8241, loss: 0.8241, grad_norm: 5.4037 2021-06-20 01:04:25,442 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-03, eta: 1 day, 6:53:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8776, loss: 0.8776, grad_norm: 5.6731 2021-06-20 01:04:36,588 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-03, eta: 1 day, 6:52:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9336, loss: 0.9336, grad_norm: 5.4834 2021-06-20 01:04:47,740 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-03, eta: 1 day, 6:52:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8887, loss: 0.8887, grad_norm: 5.6218 2021-06-20 01:04:58,864 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-03, eta: 1 day, 6:52:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9031, loss: 0.9031, grad_norm: 5.4737 2021-06-20 01:05:10,034 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-03, eta: 1 day, 6:52:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9227, loss_cls: 0.8630, loss: 0.8630, grad_norm: 5.4715 2021-06-20 01:05:21,163 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-03, eta: 1 day, 6:52:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9009, loss: 0.9009, grad_norm: 5.6840 2021-06-20 01:05:32,289 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-03, eta: 1 day, 6:51:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 1.0038, loss: 1.0038, grad_norm: 5.8475 2021-06-20 01:05:43,430 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-03, eta: 1 day, 6:51:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9890, loss: 0.9890, grad_norm: 5.9269 2021-06-20 01:05:54,577 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-03, eta: 1 day, 6:51:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9244, loss: 0.9244, grad_norm: 5.9248 2021-06-20 01:06:05,758 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-03, eta: 1 day, 6:51:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7833, loss: 0.7833, grad_norm: 4.9660 2021-06-20 01:06:16,865 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-03, eta: 1 day, 6:51:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9180, loss_cls: 0.8731, loss: 0.8731, grad_norm: 5.6088 2021-06-20 01:06:28,011 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-03, eta: 1 day, 6:50:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9508, loss: 0.9508, grad_norm: 5.5245 2021-06-20 01:06:39,150 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-03, eta: 1 day, 6:50:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9187, loss_cls: 0.9563, loss: 0.9563, grad_norm: 5.7354 2021-06-20 01:06:50,288 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-03, eta: 1 day, 6:50:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9391, loss_cls: 0.8664, loss: 0.8664, grad_norm: 5.5817 2021-06-20 01:07:01,436 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-03, eta: 1 day, 6:50:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9195, loss_cls: 0.9024, loss: 0.9024, grad_norm: 5.6964 2021-06-20 01:07:12,596 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-03, eta: 1 day, 6:50:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9564, loss: 0.9564, grad_norm: 5.7315 2021-06-20 01:07:23,732 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-03, eta: 1 day, 6:49:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9172, loss_cls: 0.8636, loss: 0.8636, grad_norm: 5.5321 2021-06-20 01:07:34,856 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-03, eta: 1 day, 6:49:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8602, loss: 0.8602, grad_norm: 5.5492 2021-06-20 01:07:45,974 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-03, eta: 1 day, 6:49:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.8596, loss: 0.8596, grad_norm: 5.5259 2021-06-20 01:07:57,117 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-03, eta: 1 day, 6:49:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8932, loss: 0.8932, grad_norm: 5.5168 2021-06-20 01:08:08,270 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-03, eta: 1 day, 6:49:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9070, loss_cls: 0.9868, loss: 0.9868, grad_norm: 5.6916 2021-06-20 01:08:19,416 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-03, eta: 1 day, 6:48:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9375, loss: 0.9375, grad_norm: 5.6423 2021-06-20 01:08:30,565 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-03, eta: 1 day, 6:48:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9521, loss: 0.9521, grad_norm: 5.7472 2021-06-20 01:08:41,699 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-03, eta: 1 day, 6:48:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.8082, loss: 0.8082, grad_norm: 5.2744 2021-06-20 01:08:52,849 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-03, eta: 1 day, 6:48:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9180, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.5849 2021-06-20 01:09:04,002 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-03, eta: 1 day, 6:48:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9202, loss: 0.9202, grad_norm: 5.6938 2021-06-20 01:09:15,104 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-03, eta: 1 day, 6:47:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.8878, loss: 0.8878, grad_norm: 5.3650 2021-06-20 01:09:26,253 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-03, eta: 1 day, 6:47:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9134, loss: 0.9134, grad_norm: 5.6548 2021-06-20 01:09:37,382 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-03, eta: 1 day, 6:47:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8588, loss: 0.8588, grad_norm: 5.5333 2021-06-20 01:09:48,532 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-03, eta: 1 day, 6:47:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.8869, loss: 0.8869, grad_norm: 5.5242 2021-06-20 01:09:59,681 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-03, eta: 1 day, 6:47:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9160, loss: 0.9160, grad_norm: 5.5931 2021-06-20 01:10:10,840 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-03, eta: 1 day, 6:46:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9195, loss_cls: 0.8802, loss: 0.8802, grad_norm: 5.4502 2021-06-20 01:10:21,962 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-03, eta: 1 day, 6:46:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8965, loss: 0.8965, grad_norm: 5.5417 2021-06-20 01:10:33,068 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-03, eta: 1 day, 6:46:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9301, loss: 0.9301, grad_norm: 5.7603 2021-06-20 01:10:44,202 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-03, eta: 1 day, 6:46:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9280, loss: 0.9280, grad_norm: 5.5449 2021-06-20 01:10:55,346 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-03, eta: 1 day, 6:46:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8472, loss: 0.8472, grad_norm: 5.5973 2021-06-20 01:11:06,497 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-03, eta: 1 day, 6:45:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9148, loss_cls: 0.8872, loss: 0.8872, grad_norm: 5.2809 2021-06-20 01:11:17,623 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-03, eta: 1 day, 6:45:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9033, loss: 0.9033, grad_norm: 5.6058 2021-06-20 01:11:28,770 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-03, eta: 1 day, 6:45:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8446, loss: 0.8446, grad_norm: 5.2612 2021-06-20 01:11:39,909 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-03, eta: 1 day, 6:45:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8618, loss: 0.8618, grad_norm: 5.5477 2021-06-20 01:11:51,040 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-03, eta: 1 day, 6:45:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8584, loss: 0.8584, grad_norm: 5.3611 2021-06-20 01:12:02,187 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-03, eta: 1 day, 6:44:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9117, loss: 0.9117, grad_norm: 5.8212 2021-06-20 01:12:13,333 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-03, eta: 1 day, 6:44:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8899, loss: 0.8899, grad_norm: 5.6806 2021-06-20 01:12:24,464 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-03, eta: 1 day, 6:44:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.8947, loss: 0.8947, grad_norm: 5.4942 2021-06-20 01:12:35,610 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-03, eta: 1 day, 6:44:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8777, loss: 0.8777, grad_norm: 5.7298 2021-06-20 01:12:46,744 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-03, eta: 1 day, 6:44:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8958, loss: 0.8958, grad_norm: 5.4348 2021-06-20 01:12:57,895 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-03, eta: 1 day, 6:43:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.9002, loss: 0.9002, grad_norm: 5.3457 2021-06-20 01:13:09,053 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-03, eta: 1 day, 6:43:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.8967, loss: 0.8967, grad_norm: 5.6234 2021-06-20 01:13:20,194 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-03, eta: 1 day, 6:43:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9297, loss_cls: 0.8929, loss: 0.8929, grad_norm: 5.6162 2021-06-20 01:13:31,357 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-03, eta: 1 day, 6:43:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8520, loss: 0.8520, grad_norm: 5.4907 2021-06-20 01:13:42,502 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-03, eta: 1 day, 6:43:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8118, loss: 0.8118, grad_norm: 5.3420 2021-06-20 01:13:53,644 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-03, eta: 1 day, 6:42:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.9038, loss: 0.9038, grad_norm: 5.6645 2021-06-20 01:14:04,795 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-03, eta: 1 day, 6:42:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8842, loss: 0.8842, grad_norm: 5.4702 2021-06-20 01:14:15,935 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-03, eta: 1 day, 6:42:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8272, loss: 0.8272, grad_norm: 5.5579 2021-06-20 01:14:27,074 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-03, eta: 1 day, 6:42:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8427, loss: 0.8427, grad_norm: 5.5337 2021-06-20 01:14:38,218 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-03, eta: 1 day, 6:42:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8714, loss: 0.8714, grad_norm: 5.6121 2021-06-20 01:14:49,353 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-03, eta: 1 day, 6:41:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8666, loss: 0.8666, grad_norm: 5.6010 2021-06-20 01:15:00,489 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-03, eta: 1 day, 6:41:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8818, loss: 0.8818, grad_norm: 5.5239 2021-06-20 01:15:11,644 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-03, eta: 1 day, 6:41:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9518, loss: 0.9518, grad_norm: 5.8141 2021-06-20 01:15:22,778 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-03, eta: 1 day, 6:41:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9367, loss_cls: 0.8269, loss: 0.8269, grad_norm: 5.5753 2021-06-20 01:15:33,929 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-03, eta: 1 day, 6:41:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8621, loss: 0.8621, grad_norm: 5.4425 2021-06-20 01:15:45,068 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-03, eta: 1 day, 6:40:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9256, loss: 0.9256, grad_norm: 5.7564 2021-06-20 01:15:56,175 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-03, eta: 1 day, 6:40:47, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9538, loss: 0.9538, grad_norm: 5.7413 2021-06-20 01:16:07,316 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-03, eta: 1 day, 6:40:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9266, loss_cls: 0.8839, loss: 0.8839, grad_norm: 5.5321 2021-06-20 01:16:18,452 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-03, eta: 1 day, 6:40:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9499, loss: 0.9499, grad_norm: 5.5779 2021-06-20 01:16:29,581 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-03, eta: 1 day, 6:40:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8558, loss: 0.8558, grad_norm: 5.4017 2021-06-20 01:16:40,724 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-03, eta: 1 day, 6:39:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9674, loss: 0.9674, grad_norm: 5.6522 2021-06-20 01:16:51,879 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-03, eta: 1 day, 6:39:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9612, loss: 0.9612, grad_norm: 5.9893 2021-06-20 01:17:03,013 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-03, eta: 1 day, 6:39:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9140, loss: 0.9140, grad_norm: 5.5375 2021-06-20 01:17:14,174 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-03, eta: 1 day, 6:39:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9180, loss_cls: 0.8802, loss: 0.8802, grad_norm: 5.4775 2021-06-20 01:17:25,315 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-03, eta: 1 day, 6:39:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9182, loss: 0.9182, grad_norm: 5.6040 2021-06-20 01:17:36,697 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-06-20 01:18:57,636 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-03, eta: 1 day, 6:39:52, time: 4.029, data_time: 3.464, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8755, loss: 0.8755, grad_norm: 5.5691 2021-06-20 01:19:08,798 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-03, eta: 1 day, 6:39:40, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9410, loss: 0.9410, grad_norm: 5.7794 2021-06-20 01:19:19,894 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-03, eta: 1 day, 6:39:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9297, loss_cls: 0.8597, loss: 0.8597, grad_norm: 5.5207 2021-06-20 01:19:31,022 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-03, eta: 1 day, 6:39:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9258, loss_cls: 0.8655, loss: 0.8655, grad_norm: 5.6220 2021-06-20 01:19:42,130 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-03, eta: 1 day, 6:39:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8504, loss: 0.8504, grad_norm: 5.5549 2021-06-20 01:19:53,253 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-03, eta: 1 day, 6:38:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8350, loss: 0.8350, grad_norm: 5.4877 2021-06-20 01:20:04,431 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-03, eta: 1 day, 6:38:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8796, loss: 0.8796, grad_norm: 5.4488 2021-06-20 01:20:15,510 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-03, eta: 1 day, 6:38:28, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8639, loss: 0.8639, grad_norm: 5.6193 2021-06-20 01:20:26,639 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-03, eta: 1 day, 6:38:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8559, loss: 0.8559, grad_norm: 5.6675 2021-06-20 01:20:37,767 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-03, eta: 1 day, 6:38:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9367, loss_cls: 0.8446, loss: 0.8446, grad_norm: 5.6256 2021-06-20 01:20:48,886 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-03, eta: 1 day, 6:37:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8788, loss: 0.8788, grad_norm: 5.6536 2021-06-20 01:21:00,038 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-03, eta: 1 day, 6:37:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.8362, loss: 0.8362, grad_norm: 5.5812 2021-06-20 01:21:11,175 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-03, eta: 1 day, 6:37:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9328, loss_cls: 0.8704, loss: 0.8704, grad_norm: 5.5320 2021-06-20 01:21:22,304 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-03, eta: 1 day, 6:37:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9258, loss_cls: 0.8588, loss: 0.8588, grad_norm: 5.2257 2021-06-20 01:21:33,442 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-03, eta: 1 day, 6:37:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8258, loss: 0.8258, grad_norm: 5.5244 2021-06-20 01:21:44,592 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-03, eta: 1 day, 6:36:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8968, loss: 0.8968, grad_norm: 5.6017 2021-06-20 01:21:55,723 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-03, eta: 1 day, 6:36:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9195, loss_cls: 0.8877, loss: 0.8877, grad_norm: 5.6343 2021-06-20 01:22:06,886 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-03, eta: 1 day, 6:36:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8580, loss: 0.8580, grad_norm: 5.4176 2021-06-20 01:22:18,031 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-03, eta: 1 day, 6:36:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9281, loss_cls: 0.8907, loss: 0.8907, grad_norm: 5.6190 2021-06-20 01:22:29,178 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-03, eta: 1 day, 6:36:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.8375, loss: 0.8375, grad_norm: 5.3739 2021-06-20 01:22:40,343 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-03, eta: 1 day, 6:35:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8847, loss: 0.8847, grad_norm: 5.6405 2021-06-20 01:22:51,461 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-03, eta: 1 day, 6:35:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9224, loss: 0.9224, grad_norm: 5.8576 2021-06-20 01:23:02,619 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-03, eta: 1 day, 6:35:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9884, loss: 0.9884, grad_norm: 5.7724 2021-06-20 01:23:13,764 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-03, eta: 1 day, 6:35:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9368, loss: 0.9368, grad_norm: 5.6866 2021-06-20 01:23:24,891 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-03, eta: 1 day, 6:35:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9453, loss: 0.9453, grad_norm: 5.5035 2021-06-20 01:23:36,037 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-03, eta: 1 day, 6:34:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9281, loss_cls: 0.9325, loss: 0.9325, grad_norm: 5.8561 2021-06-20 01:23:47,202 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-03, eta: 1 day, 6:34:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8597, loss: 0.8597, grad_norm: 5.4375 2021-06-20 01:23:58,357 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-03, eta: 1 day, 6:34:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9132, loss: 0.9132, grad_norm: 5.5885 2021-06-20 01:24:09,511 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-03, eta: 1 day, 6:34:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8687, loss: 0.8687, grad_norm: 5.4458 2021-06-20 01:24:20,651 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-03, eta: 1 day, 6:34:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9848, loss: 0.9848, grad_norm: 5.7540 2021-06-20 01:24:31,812 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-03, eta: 1 day, 6:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8309, loss: 0.8309, grad_norm: 5.2837 2021-06-20 01:24:42,951 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-03, eta: 1 day, 6:33:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9471, loss: 0.9471, grad_norm: 5.6673 2021-06-20 01:24:54,112 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-03, eta: 1 day, 6:33:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8615, loss: 0.8615, grad_norm: 5.5983 2021-06-20 01:25:05,263 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-03, eta: 1 day, 6:33:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8709, loss: 0.8709, grad_norm: 5.6076 2021-06-20 01:25:16,411 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-03, eta: 1 day, 6:33:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8732, loss: 0.8732, grad_norm: 5.5397 2021-06-20 01:25:27,552 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-03, eta: 1 day, 6:32:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9545, loss: 0.9545, grad_norm: 5.7581 2021-06-20 01:25:38,716 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-03, eta: 1 day, 6:32:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9001, loss: 0.9001, grad_norm: 5.4936 2021-06-20 01:25:49,863 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-03, eta: 1 day, 6:32:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9102, loss_cls: 0.9407, loss: 0.9407, grad_norm: 5.7745 2021-06-20 01:26:01,003 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-03, eta: 1 day, 6:32:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7795, loss: 0.7795, grad_norm: 5.1670 2021-06-20 01:26:12,149 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-03, eta: 1 day, 6:32:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9242, loss_cls: 0.8252, loss: 0.8252, grad_norm: 5.1903 2021-06-20 01:26:23,288 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-03, eta: 1 day, 6:31:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9148, loss_cls: 0.9377, loss: 0.9377, grad_norm: 5.8368 2021-06-20 01:26:34,429 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-03, eta: 1 day, 6:31:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.9429, loss: 0.9429, grad_norm: 5.6241 2021-06-20 01:26:45,582 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-03, eta: 1 day, 6:31:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8857, loss: 0.8857, grad_norm: 5.6900 2021-06-20 01:26:56,717 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-03, eta: 1 day, 6:31:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9438, loss: 0.9438, grad_norm: 5.7407 2021-06-20 01:27:07,876 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-03, eta: 1 day, 6:31:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9273, loss_cls: 0.8696, loss: 0.8696, grad_norm: 5.3640 2021-06-20 01:27:19,006 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-03, eta: 1 day, 6:30:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.8768, loss: 0.8768, grad_norm: 5.6303 2021-06-20 01:27:30,151 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-03, eta: 1 day, 6:30:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9023, loss: 0.9023, grad_norm: 5.5917 2021-06-20 01:27:41,296 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-03, eta: 1 day, 6:30:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.8917, loss: 0.8917, grad_norm: 5.5669 2021-06-20 01:27:52,445 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-03, eta: 1 day, 6:30:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9180, loss_cls: 0.8833, loss: 0.8833, grad_norm: 5.4576 2021-06-20 01:28:03,608 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-03, eta: 1 day, 6:30:08, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9411, loss: 0.9411, grad_norm: 5.6175 2021-06-20 01:28:14,740 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-03, eta: 1 day, 6:29:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9352, loss_cls: 0.8999, loss: 0.8999, grad_norm: 5.6956 2021-06-20 01:28:25,907 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-03, eta: 1 day, 6:29:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9077, loss: 0.9077, grad_norm: 5.7087 2021-06-20 01:28:37,052 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-03, eta: 1 day, 6:29:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9347, loss: 0.9347, grad_norm: 5.5347 2021-06-20 01:28:48,201 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-03, eta: 1 day, 6:29:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9227, loss_cls: 0.8584, loss: 0.8584, grad_norm: 5.3851 2021-06-20 01:28:59,343 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-03, eta: 1 day, 6:29:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9144, loss: 0.9144, grad_norm: 5.8346 2021-06-20 01:29:10,488 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-03, eta: 1 day, 6:28:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.6653 2021-06-20 01:29:21,638 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-03, eta: 1 day, 6:28:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9203, loss_cls: 0.8893, loss: 0.8893, grad_norm: 5.5307 2021-06-20 01:29:32,787 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-03, eta: 1 day, 6:28:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9250, loss_cls: 0.8644, loss: 0.8644, grad_norm: 5.6969 2021-06-20 01:29:43,936 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-03, eta: 1 day, 6:28:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9273, loss_cls: 0.8885, loss: 0.8885, grad_norm: 5.5911 2021-06-20 01:29:55,078 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-03, eta: 1 day, 6:28:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9378, loss: 0.9378, grad_norm: 5.8920 2021-06-20 01:30:06,217 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-03, eta: 1 day, 6:27:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9391, loss_cls: 0.7850, loss: 0.7850, grad_norm: 5.2147 2021-06-20 01:30:17,387 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-03, eta: 1 day, 6:27:45, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9297, loss_cls: 0.8932, loss: 0.8932, grad_norm: 5.8044 2021-06-20 01:30:28,541 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-03, eta: 1 day, 6:27:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8497, loss: 0.8497, grad_norm: 5.4563 2021-06-20 01:30:39,666 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-03, eta: 1 day, 6:27:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8230, loss: 0.8230, grad_norm: 5.3837 2021-06-20 01:30:50,805 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-03, eta: 1 day, 6:27:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8518, loss: 0.8518, grad_norm: 5.5517 2021-06-20 01:31:01,920 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-03, eta: 1 day, 6:26:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8810, loss: 0.8810, grad_norm: 5.4450 2021-06-20 01:31:13,022 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-03, eta: 1 day, 6:26:45, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8453, loss: 0.8453, grad_norm: 5.4712 2021-06-20 01:31:24,112 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-03, eta: 1 day, 6:26:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9391, loss_cls: 0.8480, loss: 0.8480, grad_norm: 5.5901 2021-06-20 01:31:35,213 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-03, eta: 1 day, 6:26:21, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8668, loss: 0.8668, grad_norm: 5.5686 2021-06-20 01:31:46,323 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-03, eta: 1 day, 6:26:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.8977, loss: 0.8977, grad_norm: 5.4156 2021-06-20 01:31:57,413 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-03, eta: 1 day, 6:25:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.7992, loss: 0.7992, grad_norm: 5.3756 2021-06-20 01:32:08,591 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-03, eta: 1 day, 6:25:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9305, loss_cls: 0.8720, loss: 0.8720, grad_norm: 5.6745 2021-06-20 01:32:19,726 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-03, eta: 1 day, 6:25:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8730, loss: 0.8730, grad_norm: 5.6061 2021-06-20 01:32:30,880 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-03, eta: 1 day, 6:25:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8518, loss: 0.8518, grad_norm: 5.2796 2021-06-20 01:32:42,041 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-03, eta: 1 day, 6:25:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9250, loss_cls: 0.9268, loss: 0.9268, grad_norm: 5.7856 2021-06-20 01:32:53,185 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-03, eta: 1 day, 6:24:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9266, loss_cls: 0.8683, loss: 0.8683, grad_norm: 5.3982 2021-06-20 01:33:04,307 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-03, eta: 1 day, 6:24:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9156, loss_cls: 0.8951, loss: 0.8951, grad_norm: 5.5852 2021-06-20 01:33:15,473 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-03, eta: 1 day, 6:24:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.9200, loss: 0.9200, grad_norm: 5.5448 2021-06-20 01:33:26,634 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-03, eta: 1 day, 6:24:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9303, loss: 0.9303, grad_norm: 5.8351 2021-06-20 01:33:37,790 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-03, eta: 1 day, 6:24:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9414, loss: 0.9414, grad_norm: 5.8392 2021-06-20 01:33:48,940 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-03, eta: 1 day, 6:23:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8290, loss: 0.8290, grad_norm: 5.3694 2021-06-20 01:34:00,045 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-03, eta: 1 day, 6:23:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9359, loss_cls: 0.8028, loss: 0.8028, grad_norm: 5.3401 2021-06-20 01:34:11,191 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-03, eta: 1 day, 6:23:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9273, loss: 0.9273, grad_norm: 5.6760 2021-06-20 01:34:22,321 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-03, eta: 1 day, 6:23:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9195, loss_cls: 0.8683, loss: 0.8683, grad_norm: 5.4302 2021-06-20 01:34:33,463 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-03, eta: 1 day, 6:23:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8740, loss: 0.8740, grad_norm: 5.6498 2021-06-20 01:34:44,621 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-03, eta: 1 day, 6:22:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9248, loss: 0.9248, grad_norm: 5.7868 2021-06-20 01:34:55,776 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-03, eta: 1 day, 6:22:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9140, loss: 0.9140, grad_norm: 5.6583 2021-06-20 01:35:06,929 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-03, eta: 1 day, 6:22:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.8736, loss: 0.8736, grad_norm: 5.5386 2021-06-20 01:35:18,070 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-03, eta: 1 day, 6:22:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.8948, loss: 0.8948, grad_norm: 5.5636 2021-06-20 01:35:29,237 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-03, eta: 1 day, 6:22:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8454, loss: 0.8454, grad_norm: 5.3834 2021-06-20 01:35:40,389 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-03, eta: 1 day, 6:22:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8568, loss: 0.8568, grad_norm: 5.7410 2021-06-20 01:35:51,546 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-03, eta: 1 day, 6:21:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8517, loss: 0.8517, grad_norm: 5.3804 2021-06-20 01:36:02,692 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-03, eta: 1 day, 6:21:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.3053 2021-06-20 01:36:13,832 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-03, eta: 1 day, 6:21:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.8446, loss: 0.8446, grad_norm: 5.6117 2021-06-20 01:36:24,978 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-03, eta: 1 day, 6:21:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8698, loss: 0.8698, grad_norm: 5.6393 2021-06-20 01:36:36,124 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-03, eta: 1 day, 6:21:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.5789 2021-06-20 01:36:47,276 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-03, eta: 1 day, 6:20:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.8830, loss: 0.8830, grad_norm: 5.5812 2021-06-20 01:36:58,441 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-03, eta: 1 day, 6:20:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.9022, loss: 0.9022, grad_norm: 5.4538 2021-06-20 01:37:09,579 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-03, eta: 1 day, 6:20:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8934, loss: 0.8934, grad_norm: 5.7411 2021-06-20 01:37:20,733 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-03, eta: 1 day, 6:20:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9320, loss_cls: 0.8199, loss: 0.8199, grad_norm: 5.4328 2021-06-20 01:37:31,887 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-03, eta: 1 day, 6:20:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9227, loss_cls: 0.9051, loss: 0.9051, grad_norm: 5.6289 2021-06-20 01:37:43,030 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-03, eta: 1 day, 6:19:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9266, loss_cls: 0.8093, loss: 0.8093, grad_norm: 5.3609 2021-06-20 01:37:54,175 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-03, eta: 1 day, 6:19:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9474, loss: 0.9474, grad_norm: 5.6528 2021-06-20 01:38:05,303 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-03, eta: 1 day, 6:19:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9266, loss_cls: 0.9173, loss: 0.9173, grad_norm: 5.7715 2021-06-20 01:38:16,451 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-03, eta: 1 day, 6:19:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.7695 2021-06-20 01:38:27,605 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-03, eta: 1 day, 6:19:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8485, loss: 0.8485, grad_norm: 5.3863 2021-06-20 01:38:38,760 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-03, eta: 1 day, 6:18:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9305, loss_cls: 0.8086, loss: 0.8086, grad_norm: 5.2384 2021-06-20 01:38:49,904 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-03, eta: 1 day, 6:18:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9141, loss_cls: 0.9096, loss: 0.9096, grad_norm: 5.6162 2021-06-20 01:39:01,031 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-03, eta: 1 day, 6:18:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9211, loss_cls: 0.8788, loss: 0.8788, grad_norm: 5.6365 2021-06-20 01:39:12,167 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-03, eta: 1 day, 6:18:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9266, loss_cls: 0.8617, loss: 0.8617, grad_norm: 5.4954 2021-06-20 01:39:23,305 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-03, eta: 1 day, 6:18:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9079, loss: 0.9079, grad_norm: 5.7687 2021-06-20 01:39:34,453 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-03, eta: 1 day, 6:17:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9258, loss_cls: 0.8020, loss: 0.8020, grad_norm: 5.2252 2021-06-20 01:39:45,569 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-03, eta: 1 day, 6:17:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8563, loss: 0.8563, grad_norm: 5.5405 2021-06-20 01:39:56,718 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-03, eta: 1 day, 6:17:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8435, loss: 0.8435, grad_norm: 5.6734 2021-06-20 01:40:07,859 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-03, eta: 1 day, 6:17:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9241, loss: 0.9241, grad_norm: 5.7810 2021-06-20 01:40:19,019 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-03, eta: 1 day, 6:17:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.6216 2021-06-20 01:40:30,183 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-03, eta: 1 day, 6:16:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.6476 2021-06-20 01:40:41,282 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-03, eta: 1 day, 6:16:38, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9203, loss_cls: 0.8823, loss: 0.8823, grad_norm: 5.4411 2021-06-20 01:40:52,425 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-03, eta: 1 day, 6:16:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9313, loss_cls: 0.8591, loss: 0.8591, grad_norm: 5.4003 2021-06-20 01:41:03,567 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-03, eta: 1 day, 6:16:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9477, loss_cls: 0.7765, loss: 0.7765, grad_norm: 5.4588 2021-06-20 01:41:14,704 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-03, eta: 1 day, 6:16:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9497, loss: 0.9497, grad_norm: 5.7974 2021-06-20 01:41:25,842 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-03, eta: 1 day, 6:15:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9281, loss_cls: 0.8359, loss: 0.8359, grad_norm: 5.4005 2021-06-20 01:41:36,978 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-03, eta: 1 day, 6:15:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9164, loss_cls: 0.8529, loss: 0.8529, grad_norm: 5.1976 2021-06-20 01:41:48,130 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-03, eta: 1 day, 6:15:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8758, loss: 0.8758, grad_norm: 5.5593 2021-06-20 01:41:59,297 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-03, eta: 1 day, 6:15:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9141, loss_cls: 0.8808, loss: 0.8808, grad_norm: 5.4530 2021-06-20 01:42:10,429 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-03, eta: 1 day, 6:15:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9297, loss: 0.9297, grad_norm: 5.8066 2021-06-20 01:42:21,572 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-03, eta: 1 day, 6:14:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9185, loss: 0.9185, grad_norm: 5.7907 2021-06-20 01:42:32,709 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-03, eta: 1 day, 6:14:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9117, loss_cls: 0.9288, loss: 0.9288, grad_norm: 5.7676 2021-06-20 01:42:43,853 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-03, eta: 1 day, 6:14:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9250, loss_cls: 0.8888, loss: 0.8888, grad_norm: 5.7071 2021-06-20 01:42:55,015 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-03, eta: 1 day, 6:14:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9083, loss: 0.9083, grad_norm: 5.7309 2021-06-20 01:43:06,164 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-03, eta: 1 day, 6:14:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8214, loss: 0.8214, grad_norm: 5.2944 2021-06-20 01:43:17,308 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-03, eta: 1 day, 6:13:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.8812, loss: 0.8812, grad_norm: 5.6140 2021-06-20 01:43:28,442 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-03, eta: 1 day, 6:13:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9584, loss: 0.9584, grad_norm: 5.7826 2021-06-20 01:43:39,579 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-03, eta: 1 day, 6:13:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8873, loss: 0.8873, grad_norm: 5.4758 2021-06-20 01:43:50,724 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-03, eta: 1 day, 6:13:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8841, loss: 0.8841, grad_norm: 5.6318 2021-06-20 01:44:01,879 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-03, eta: 1 day, 6:13:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9138, loss: 0.9138, grad_norm: 5.7048 2021-06-20 01:44:13,020 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-03, eta: 1 day, 6:12:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.8903, loss: 0.8903, grad_norm: 5.6277 2021-06-20 01:44:24,168 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-03, eta: 1 day, 6:12:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9250, loss_cls: 0.9075, loss: 0.9075, grad_norm: 5.8186 2021-06-20 01:44:35,313 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-03, eta: 1 day, 6:12:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8709, loss: 0.8709, grad_norm: 5.4116 2021-06-20 01:44:46,457 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-03, eta: 1 day, 6:12:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.8117, loss: 0.8117, grad_norm: 5.4660 2021-06-20 01:44:57,650 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-03, eta: 1 day, 6:12:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9221, loss: 0.9221, grad_norm: 5.7180 2021-06-20 01:45:08,785 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-03, eta: 1 day, 6:11:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8358, loss: 0.8358, grad_norm: 5.4735 2021-06-20 01:45:19,924 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-03, eta: 1 day, 6:11:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9320, loss_cls: 0.8631, loss: 0.8631, grad_norm: 5.4119 2021-06-20 01:45:31,071 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-03, eta: 1 day, 6:11:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9354, loss: 0.9354, grad_norm: 5.5889 2021-06-20 01:45:42,207 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-03, eta: 1 day, 6:11:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8485, loss: 0.8485, grad_norm: 5.4588 2021-06-20 01:45:53,359 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-03, eta: 1 day, 6:11:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9256, loss: 0.9256, grad_norm: 5.6453 2021-06-20 01:46:04,510 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-03, eta: 1 day, 6:10:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9383, loss_cls: 0.8199, loss: 0.8199, grad_norm: 5.4323 2021-06-20 01:46:15,645 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-03, eta: 1 day, 6:10:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9209, loss: 0.9209, grad_norm: 5.8483 2021-06-20 01:46:26,787 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-03, eta: 1 day, 6:10:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9696, loss: 0.9696, grad_norm: 5.8274 2021-06-20 01:46:37,952 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-03, eta: 1 day, 6:10:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9359, loss: 0.9359, grad_norm: 5.8356 2021-06-20 01:46:49,117 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-03, eta: 1 day, 6:10:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9133, loss_cls: 0.8982, loss: 0.8982, grad_norm: 5.6919 2021-06-20 01:47:00,255 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-03, eta: 1 day, 6:09:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8825, loss: 0.8825, grad_norm: 5.8488 2021-06-20 01:47:11,406 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-03, eta: 1 day, 6:09:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.9118, loss: 0.9118, grad_norm: 5.7607 2021-06-20 01:47:22,546 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-03, eta: 1 day, 6:09:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9148, loss: 0.9148, grad_norm: 5.8499 2021-06-20 01:47:33,701 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-03, eta: 1 day, 6:09:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9313, loss_cls: 0.8027, loss: 0.8027, grad_norm: 5.3117 2021-06-20 01:47:44,840 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-03, eta: 1 day, 6:09:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8707, loss: 0.8707, grad_norm: 5.7426 2021-06-20 01:47:55,996 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-03, eta: 1 day, 6:08:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9203, loss_cls: 0.8818, loss: 0.8818, grad_norm: 5.6006 2021-06-20 01:48:07,134 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-03, eta: 1 day, 6:08:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8150, loss: 0.8150, grad_norm: 5.3625 2021-06-20 01:48:18,273 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-03, eta: 1 day, 6:08:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8486, loss: 0.8486, grad_norm: 5.6819 2021-06-20 01:48:29,421 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-03, eta: 1 day, 6:08:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8746, loss: 0.8746, grad_norm: 5.6321 2021-06-20 01:48:40,577 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-03, eta: 1 day, 6:08:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.8152, loss: 0.8152, grad_norm: 5.3739 2021-06-20 01:48:51,717 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-03, eta: 1 day, 6:07:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9227, loss_cls: 0.8676, loss: 0.8676, grad_norm: 5.4745 2021-06-20 01:49:02,869 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-03, eta: 1 day, 6:07:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.8967, loss: 0.8967, grad_norm: 5.5817 2021-06-20 01:49:14,024 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-03, eta: 1 day, 6:07:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9083, loss: 0.9083, grad_norm: 5.5716 2021-06-20 01:49:25,180 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-03, eta: 1 day, 6:07:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9133, loss_cls: 0.8879, loss: 0.8879, grad_norm: 5.4262 2021-06-20 01:49:36,311 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-03, eta: 1 day, 6:07:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8654, loss: 0.8654, grad_norm: 5.7701 2021-06-20 01:49:47,463 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-03, eta: 1 day, 6:06:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9388, loss: 0.9388, grad_norm: 5.8167 2021-06-20 01:49:58,594 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-03, eta: 1 day, 6:06:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9061, loss: 0.9061, grad_norm: 5.5648 2021-06-20 01:50:09,743 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-03, eta: 1 day, 6:06:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.8821, loss: 0.8821, grad_norm: 5.5700 2021-06-20 01:50:20,897 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-03, eta: 1 day, 6:06:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9620, loss: 0.9620, grad_norm: 5.8827 2021-06-20 01:50:32,063 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-03, eta: 1 day, 6:06:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9336, loss_cls: 0.8428, loss: 0.8428, grad_norm: 5.5949 2021-06-20 01:50:43,201 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-03, eta: 1 day, 6:05:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8581, loss: 0.8581, grad_norm: 5.4949 2021-06-20 01:50:54,364 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-03, eta: 1 day, 6:05:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8520, loss: 0.8520, grad_norm: 5.5136 2021-06-20 01:51:05,508 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-03, eta: 1 day, 6:05:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.8003, loss: 0.8003, grad_norm: 5.2272 2021-06-20 01:51:16,633 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-03, eta: 1 day, 6:05:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8348, loss: 0.8348, grad_norm: 5.4913 2021-06-20 01:51:27,796 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-03, eta: 1 day, 6:05:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8458, loss: 0.8458, grad_norm: 5.3836 2021-06-20 01:51:38,960 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-03, eta: 1 day, 6:04:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9104, loss: 0.9104, grad_norm: 5.7708 2021-06-20 01:51:50,096 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-03, eta: 1 day, 6:04:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.7255 2021-06-20 01:52:01,232 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-03, eta: 1 day, 6:04:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9183, loss: 0.9183, grad_norm: 5.7931 2021-06-20 01:52:12,380 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-03, eta: 1 day, 6:04:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.8829, loss: 0.8829, grad_norm: 5.6369 2021-06-20 01:52:23,500 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-03, eta: 1 day, 6:04:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8802, loss: 0.8802, grad_norm: 5.6853 2021-06-20 01:52:34,631 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-03, eta: 1 day, 6:03:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9375, loss_cls: 0.8052, loss: 0.8052, grad_norm: 5.4328 2021-06-20 01:52:45,767 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-03, eta: 1 day, 6:03:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9491, loss: 0.9491, grad_norm: 5.9404 2021-06-20 01:52:56,929 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-03, eta: 1 day, 6:03:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.9167, loss: 0.9167, grad_norm: 5.6952 2021-06-20 01:53:08,073 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-03, eta: 1 day, 6:03:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9073, loss: 0.9073, grad_norm: 5.7099 2021-06-20 01:53:19,221 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-03, eta: 1 day, 6:03:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.8875, loss: 0.8875, grad_norm: 5.7945 2021-06-20 01:53:30,385 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-03, eta: 1 day, 6:02:58, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8696, loss: 0.8696, grad_norm: 5.5574 2021-06-20 01:53:42,050 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-06-20 01:55:03,520 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 1 day, 6:03:36, time: 4.031, data_time: 3.467, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.7932, loss: 0.7932, grad_norm: 5.4068 2021-06-20 01:55:14,656 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 1 day, 6:03:24, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.6052 2021-06-20 01:55:25,770 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 1 day, 6:03:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.8751, loss: 0.8751, grad_norm: 5.6698 2021-06-20 01:55:36,878 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 1 day, 6:03:00, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9328, loss_cls: 0.8440, loss: 0.8440, grad_norm: 5.6620 2021-06-20 01:55:47,995 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 1 day, 6:02:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.6889 2021-06-20 01:55:59,130 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 1 day, 6:02:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.9088, loss: 0.9088, grad_norm: 5.5109 2021-06-20 01:56:10,260 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 1 day, 6:02:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8769, loss: 0.8769, grad_norm: 5.6105 2021-06-20 01:56:21,404 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 1 day, 6:02:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8145, loss: 0.8145, grad_norm: 5.3939 2021-06-20 01:56:32,534 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 1 day, 6:02:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.9040, loss: 0.9040, grad_norm: 5.6915 2021-06-20 01:56:43,689 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 1 day, 6:01:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8340, loss: 0.8340, grad_norm: 5.5322 2021-06-20 01:56:54,820 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 1 day, 6:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.8138 2021-06-20 01:57:05,966 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 1 day, 6:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9344, loss_cls: 0.8122, loss: 0.8122, grad_norm: 5.4106 2021-06-20 01:57:17,080 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 1 day, 6:01:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9289, loss: 0.9289, grad_norm: 5.8472 2021-06-20 01:57:28,215 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 1 day, 6:01:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9320, loss_cls: 0.8734, loss: 0.8734, grad_norm: 5.6591 2021-06-20 01:57:39,341 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 1 day, 6:00:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9187, loss_cls: 0.8555, loss: 0.8555, grad_norm: 5.6572 2021-06-20 01:57:50,483 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 1 day, 6:00:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9320, loss_cls: 0.8135, loss: 0.8135, grad_norm: 5.3418 2021-06-20 01:58:01,629 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 1 day, 6:00:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.4784 2021-06-20 01:58:12,757 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 1 day, 6:00:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8564, loss: 0.8564, grad_norm: 5.4405 2021-06-20 01:58:23,902 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 1 day, 6:00:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8549, loss: 0.8549, grad_norm: 5.4616 2021-06-20 01:58:35,061 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 1 day, 5:59:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9404, loss: 0.9404, grad_norm: 5.9955 2021-06-20 01:58:46,196 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 1 day, 5:59:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9109, loss_cls: 0.9618, loss: 0.9618, grad_norm: 5.6937 2021-06-20 01:58:57,348 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 1 day, 5:59:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9453, loss: 0.9453, grad_norm: 5.6954 2021-06-20 01:59:08,493 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 1 day, 5:59:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8759, loss: 0.8759, grad_norm: 5.7586 2021-06-20 01:59:19,609 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 1 day, 5:59:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9297, loss_cls: 0.8804, loss: 0.8804, grad_norm: 5.7247 2021-06-20 01:59:30,724 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 1 day, 5:58:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8921, loss: 0.8921, grad_norm: 5.7561 2021-06-20 01:59:41,863 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 1 day, 5:58:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8297, loss: 0.8297, grad_norm: 5.4662 2021-06-20 01:59:53,024 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 1 day, 5:58:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9117, loss_cls: 0.9270, loss: 0.9270, grad_norm: 5.7033 2021-06-20 02:00:04,160 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 1 day, 5:58:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9080, loss: 0.9080, grad_norm: 5.7104 2021-06-20 02:00:15,294 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 1 day, 5:58:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9219, loss_cls: 0.8401, loss: 0.8401, grad_norm: 5.4358 2021-06-20 02:00:26,421 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 1 day, 5:57:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9234, loss_cls: 0.8831, loss: 0.8831, grad_norm: 5.7351 2021-06-20 02:00:37,568 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 1 day, 5:57:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.9393, loss: 0.9393, grad_norm: 5.7470 2021-06-20 02:00:48,712 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 1 day, 5:57:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.0123 2021-06-20 02:00:59,845 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 1 day, 5:57:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8872, loss: 0.8872, grad_norm: 5.5369 2021-06-20 02:01:10,982 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 1 day, 5:57:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8333, loss: 0.8333, grad_norm: 5.3195 2021-06-20 02:01:22,110 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 1 day, 5:56:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9344, loss_cls: 0.8782, loss: 0.8782, grad_norm: 5.8022 2021-06-20 02:01:33,240 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 1 day, 5:56:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8463, loss: 0.8463, grad_norm: 5.4675 2021-06-20 02:01:44,371 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 1 day, 5:56:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.9043, loss: 0.9043, grad_norm: 5.5478 2021-06-20 02:01:55,523 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 1 day, 5:56:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8304, loss: 0.8304, grad_norm: 5.6294 2021-06-20 02:02:06,675 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 1 day, 5:56:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8518, loss: 0.8518, grad_norm: 5.5383 2021-06-20 02:02:17,829 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 1 day, 5:55:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.9021, loss: 0.9021, grad_norm: 5.7075 2021-06-20 02:02:28,952 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 1 day, 5:55:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9383, loss_cls: 0.8513, loss: 0.8513, grad_norm: 5.5215 2021-06-20 02:02:40,105 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 1 day, 5:55:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9273, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.6221 2021-06-20 02:02:51,247 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 1 day, 5:55:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8494, loss: 0.8494, grad_norm: 5.5198 2021-06-20 02:03:02,391 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 1 day, 5:55:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8407, loss: 0.8407, grad_norm: 5.5012 2021-06-20 02:03:13,532 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 1 day, 5:54:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9297, loss_cls: 0.8722, loss: 0.8722, grad_norm: 5.5868 2021-06-20 02:03:24,664 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 1 day, 5:54:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9320, loss_cls: 0.8476, loss: 0.8476, grad_norm: 5.6671 2021-06-20 02:03:35,787 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 1 day, 5:54:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.8887, loss: 0.8887, grad_norm: 5.6077 2021-06-20 02:03:46,932 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 1 day, 5:54:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9156, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.5675 2021-06-20 02:03:58,108 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 1 day, 5:54:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9258, loss_cls: 0.8326, loss: 0.8326, grad_norm: 5.5994 2021-06-20 02:04:09,264 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 1 day, 5:53:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8748, loss: 0.8748, grad_norm: 5.5326 2021-06-20 02:04:20,397 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 1 day, 5:53:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8333, loss: 0.8333, grad_norm: 5.4958 2021-06-20 02:04:31,540 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 1 day, 5:53:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9187, loss_cls: 0.8775, loss: 0.8775, grad_norm: 5.4907 2021-06-20 02:04:42,681 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 1 day, 5:53:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.7875, loss: 0.7875, grad_norm: 5.6189 2021-06-20 02:04:53,821 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 1 day, 5:53:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9367, loss_cls: 0.7683, loss: 0.7683, grad_norm: 5.3105 2021-06-20 02:05:05,017 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 1 day, 5:52:53, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9234, loss_cls: 0.8719, loss: 0.8719, grad_norm: 5.7641 2021-06-20 02:05:16,131 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 1 day, 5:52:41, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9133, loss_cls: 0.8920, loss: 0.8920, grad_norm: 5.5221 2021-06-20 02:05:27,271 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 1 day, 5:52:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8444, loss: 0.8444, grad_norm: 5.7279 2021-06-20 02:05:38,396 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 1 day, 5:52:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8879, loss: 0.8879, grad_norm: 5.6088 2021-06-20 02:05:49,560 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 1 day, 5:52:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9195, loss: 0.9195, grad_norm: 5.8086 2021-06-20 02:06:00,715 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 1 day, 5:51:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9086, loss_cls: 0.9446, loss: 0.9446, grad_norm: 5.7775 2021-06-20 02:06:11,851 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 1 day, 5:51:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9180, loss_cls: 0.8801, loss: 0.8801, grad_norm: 5.6501 2021-06-20 02:06:22,982 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 1 day, 5:51:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8110, loss: 0.8110, grad_norm: 5.5635 2021-06-20 02:06:34,117 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 1 day, 5:51:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8870, loss: 0.8870, grad_norm: 5.5656 2021-06-20 02:06:45,280 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 1 day, 5:51:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8893, loss: 0.8893, grad_norm: 5.6778 2021-06-20 02:06:56,430 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 1 day, 5:50:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8748, loss: 0.8748, grad_norm: 5.7376 2021-06-20 02:07:07,579 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 1 day, 5:50:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9187, loss_cls: 0.8861, loss: 0.8861, grad_norm: 5.4323 2021-06-20 02:07:18,719 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 1 day, 5:50:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9203, loss_cls: 0.8709, loss: 0.8709, grad_norm: 5.5129 2021-06-20 02:07:29,878 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 1 day, 5:50:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8457, loss: 0.8457, grad_norm: 5.7304 2021-06-20 02:07:41,016 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 1 day, 5:50:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8419, loss: 0.8419, grad_norm: 5.5473 2021-06-20 02:07:52,162 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 1 day, 5:49:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9613, loss: 0.9613, grad_norm: 5.9365 2021-06-20 02:08:03,323 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 1 day, 5:49:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9172, loss_cls: 0.8752, loss: 0.8752, grad_norm: 5.5279 2021-06-20 02:08:14,436 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 1 day, 5:49:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9133, loss_cls: 0.9027, loss: 0.9027, grad_norm: 5.6326 2021-06-20 02:08:25,580 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 1 day, 5:49:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8101, loss: 0.8101, grad_norm: 5.4685 2021-06-20 02:08:36,705 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 1 day, 5:49:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7841, loss: 0.7841, grad_norm: 5.3427 2021-06-20 02:08:47,857 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 1 day, 5:48:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8825, loss: 0.8825, grad_norm: 5.7116 2021-06-20 02:08:59,017 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 1 day, 5:48:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9375, loss_cls: 0.8219, loss: 0.8219, grad_norm: 5.6660 2021-06-20 02:09:10,173 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 1 day, 5:48:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9580, loss: 0.9580, grad_norm: 5.8812 2021-06-20 02:09:21,322 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 1 day, 5:48:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8480, loss: 0.8480, grad_norm: 5.5935 2021-06-20 02:09:32,469 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 1 day, 5:48:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8502, loss: 0.8502, grad_norm: 5.6815 2021-06-20 02:09:43,605 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 1 day, 5:47:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9117, loss_cls: 0.9122, loss: 0.9122, grad_norm: 5.6436 2021-06-20 02:09:54,748 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 1 day, 5:47:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9234, loss_cls: 0.8302, loss: 0.8302, grad_norm: 5.4145 2021-06-20 02:10:05,905 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 1 day, 5:47:32, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.7843, loss: 0.7843, grad_norm: 5.4648 2021-06-20 02:10:17,082 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 1 day, 5:47:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8405, loss: 0.8405, grad_norm: 5.4385 2021-06-20 02:10:28,217 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 1 day, 5:47:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8481, loss: 0.8481, grad_norm: 5.6457 2021-06-20 02:10:39,380 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 1 day, 5:46:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9332, loss: 0.9332, grad_norm: 5.8503 2021-06-20 02:10:50,529 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 1 day, 5:46:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9143, loss: 0.9143, grad_norm: 5.6799 2021-06-20 02:11:01,749 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 1 day, 5:46:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.0156 2021-06-20 02:11:12,902 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 1 day, 5:46:21, time: 0.561, data_time: 0.005, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9398, loss_cls: 0.8187, loss: 0.8187, grad_norm: 5.6050 2021-06-20 02:11:24,046 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 1 day, 5:46:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.8876, loss: 0.8876, grad_norm: 5.7237 2021-06-20 02:11:35,193 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 1 day, 5:45:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.9074, loss: 0.9074, grad_norm: 5.5324 2021-06-20 02:11:46,334 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 1 day, 5:45:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9164, loss_cls: 0.8934, loss: 0.8934, grad_norm: 5.6872 2021-06-20 02:11:57,459 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 1 day, 5:45:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.7866, loss: 0.7866, grad_norm: 5.2976 2021-06-20 02:12:08,596 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 1 day, 5:45:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9266, loss_cls: 0.8913, loss: 0.8913, grad_norm: 5.7703 2021-06-20 02:12:19,729 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 1 day, 5:45:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9187, loss_cls: 0.8952, loss: 0.8952, grad_norm: 5.6558 2021-06-20 02:12:30,875 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 1 day, 5:44:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8714, loss: 0.8714, grad_norm: 5.8314 2021-06-20 02:12:42,007 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 1 day, 5:44:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.6687 2021-06-20 02:12:53,149 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 1 day, 5:44:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9242, loss_cls: 0.8310, loss: 0.8310, grad_norm: 5.7226 2021-06-20 02:13:04,300 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 1 day, 5:44:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8626, loss: 0.8626, grad_norm: 5.6741 2021-06-20 02:13:15,452 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 1 day, 5:44:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.7979, loss: 0.7979, grad_norm: 5.2517 2021-06-20 02:13:26,609 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 1 day, 5:43:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9187, loss_cls: 0.9050, loss: 0.9050, grad_norm: 5.9314 2021-06-20 02:13:37,744 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 1 day, 5:43:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9345, loss: 0.9345, grad_norm: 5.7396 2021-06-20 02:13:48,889 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 1 day, 5:43:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9511, loss: 0.9511, grad_norm: 5.8371 2021-06-20 02:14:00,042 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 1 day, 5:43:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8783, loss: 0.8783, grad_norm: 5.7133 2021-06-20 02:14:11,188 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 1 day, 5:43:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9242, loss_cls: 0.8758, loss: 0.8758, grad_norm: 5.6157 2021-06-20 02:14:22,337 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 1 day, 5:42:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8381, loss: 0.8381, grad_norm: 5.3863 2021-06-20 02:14:33,495 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 1 day, 5:42:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8442, loss: 0.8442, grad_norm: 5.5317 2021-06-20 02:14:44,655 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 1 day, 5:42:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9237, loss: 0.9237, grad_norm: 5.7496 2021-06-20 02:14:55,809 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 1 day, 5:42:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9269, loss: 0.9269, grad_norm: 5.7957 2021-06-20 02:15:06,988 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 1 day, 5:42:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8707, loss: 0.8707, grad_norm: 5.6702 2021-06-20 02:15:18,105 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 1 day, 5:41:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9148, loss_cls: 0.8821, loss: 0.8821, grad_norm: 5.5383 2021-06-20 02:15:29,257 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 1 day, 5:41:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9708, loss: 0.9708, grad_norm: 5.9151 2021-06-20 02:15:40,384 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 1 day, 5:41:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8858, loss: 0.8858, grad_norm: 5.6490 2021-06-20 02:15:51,555 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 1 day, 5:41:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8972, loss: 0.8972, grad_norm: 5.8573 2021-06-20 02:16:02,690 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 1 day, 5:41:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8245, loss: 0.8245, grad_norm: 5.5421 2021-06-20 02:16:13,832 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 1 day, 5:41:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9030, loss: 0.9030, grad_norm: 5.7250 2021-06-20 02:16:24,937 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 1 day, 5:40:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9180, loss_cls: 0.8589, loss: 0.8589, grad_norm: 5.5067 2021-06-20 02:16:36,085 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 1 day, 5:40:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8594, loss: 0.8594, grad_norm: 5.5732 2021-06-20 02:16:47,214 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 1 day, 5:40:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9062, loss_cls: 0.9633, loss: 0.9633, grad_norm: 5.7569 2021-06-20 02:16:58,368 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 1 day, 5:40:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9172, loss_cls: 0.8863, loss: 0.8863, grad_norm: 5.6395 2021-06-20 02:17:09,517 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 1 day, 5:40:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8777, loss: 0.8777, grad_norm: 5.9949 2021-06-20 02:17:20,653 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 1 day, 5:39:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9344, loss_cls: 0.8673, loss: 0.8673, grad_norm: 5.4549 2021-06-20 02:17:31,801 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 1 day, 5:39:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8621, loss: 0.8621, grad_norm: 5.4160 2021-06-20 02:17:42,902 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 1 day, 5:39:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.8260, loss: 0.8260, grad_norm: 5.6269 2021-06-20 02:17:54,055 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 1 day, 5:39:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.8827, loss: 0.8827, grad_norm: 5.7077 2021-06-20 02:18:05,212 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 1 day, 5:39:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.9041, loss: 0.9041, grad_norm: 5.9677 2021-06-20 02:18:16,375 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 1 day, 5:38:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.6682 2021-06-20 02:18:27,520 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 1 day, 5:38:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8601, loss: 0.8601, grad_norm: 5.6238 2021-06-20 02:18:38,671 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 1 day, 5:38:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9367, loss_cls: 0.8368, loss: 0.8368, grad_norm: 5.6605 2021-06-20 02:18:49,818 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 1 day, 5:38:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9297, loss_cls: 0.8840, loss: 0.8840, grad_norm: 5.7630 2021-06-20 02:19:00,984 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 1 day, 5:38:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9148, loss_cls: 0.8667, loss: 0.8667, grad_norm: 5.5321 2021-06-20 02:19:12,085 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 1 day, 5:37:50, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.8993, loss: 0.8993, grad_norm: 5.7395 2021-06-20 02:19:23,214 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 1 day, 5:37:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8489, loss: 0.8489, grad_norm: 5.3934 2021-06-20 02:19:34,363 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 1 day, 5:37:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9352, loss_cls: 0.7973, loss: 0.7973, grad_norm: 5.5864 2021-06-20 02:19:45,473 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 1 day, 5:37:14, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8049, loss: 0.8049, grad_norm: 5.6636 2021-06-20 02:19:56,616 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 1 day, 5:37:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.8769 2021-06-20 02:20:07,736 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 1 day, 5:36:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.9217, loss: 0.9217, grad_norm: 5.6970 2021-06-20 02:20:18,892 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 1 day, 5:36:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9148, loss_cls: 0.8919, loss: 0.8919, grad_norm: 5.6335 2021-06-20 02:20:30,049 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 1 day, 5:36:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8365, loss: 0.8365, grad_norm: 5.6133 2021-06-20 02:20:41,177 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 1 day, 5:36:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.9237, loss: 0.9237, grad_norm: 5.7889 2021-06-20 02:20:52,300 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 1 day, 5:36:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8505, loss: 0.8505, grad_norm: 5.6335 2021-06-20 02:21:03,439 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 1 day, 5:35:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9273, loss_cls: 0.8839, loss: 0.8839, grad_norm: 5.7549 2021-06-20 02:21:14,582 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 1 day, 5:35:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9150, loss: 0.9150, grad_norm: 5.9307 2021-06-20 02:21:25,740 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 1 day, 5:35:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9139, loss: 0.9139, grad_norm: 5.9202 2021-06-20 02:21:36,868 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 1 day, 5:35:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9172, loss_cls: 0.8940, loss: 0.8940, grad_norm: 5.7195 2021-06-20 02:21:48,006 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 1 day, 5:35:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.8994, loss: 0.8994, grad_norm: 5.8221 2021-06-20 02:21:59,154 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 1 day, 5:34:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8612, loss: 0.8612, grad_norm: 5.5955 2021-06-20 02:22:10,293 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 1 day, 5:34:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8928, loss: 0.8928, grad_norm: 5.7978 2021-06-20 02:22:21,428 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 1 day, 5:34:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8754, loss: 0.8754, grad_norm: 5.7615 2021-06-20 02:22:32,576 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 1 day, 5:34:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9266, loss_cls: 0.8645, loss: 0.8645, grad_norm: 5.5654 2021-06-20 02:22:43,727 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 1 day, 5:34:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8184, loss: 0.8184, grad_norm: 5.4890 2021-06-20 02:22:54,877 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 1 day, 5:33:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8671, loss: 0.8671, grad_norm: 5.5439 2021-06-20 02:23:06,019 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 1 day, 5:33:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.8521, loss: 0.8521, grad_norm: 5.5108 2021-06-20 02:23:17,172 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 1 day, 5:33:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9318, loss: 0.9318, grad_norm: 5.8367 2021-06-20 02:23:28,313 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 1 day, 5:33:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9297, loss_cls: 0.9084, loss: 0.9084, grad_norm: 5.7962 2021-06-20 02:23:39,459 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 1 day, 5:33:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8822, loss: 0.8822, grad_norm: 5.5372 2021-06-20 02:23:50,594 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 1 day, 5:32:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9148, loss_cls: 0.8720, loss: 0.8720, grad_norm: 5.6846 2021-06-20 02:24:01,737 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 1 day, 5:32:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9313, loss_cls: 0.8816, loss: 0.8816, grad_norm: 5.8675 2021-06-20 02:24:12,888 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 1 day, 5:32:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9156, loss_cls: 0.9254, loss: 0.9254, grad_norm: 5.9302 2021-06-20 02:24:24,024 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 1 day, 5:32:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9180, loss_cls: 0.8954, loss: 0.8954, grad_norm: 5.5539 2021-06-20 02:24:35,194 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 1 day, 5:32:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9292, loss: 0.9292, grad_norm: 5.8516 2021-06-20 02:24:46,325 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 1 day, 5:31:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8543, loss: 0.8543, grad_norm: 5.5750 2021-06-20 02:24:57,472 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 1 day, 5:31:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8423, loss: 0.8423, grad_norm: 5.6676 2021-06-20 02:25:08,622 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 1 day, 5:31:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9266, loss_cls: 0.9245, loss: 0.9245, grad_norm: 5.9386 2021-06-20 02:25:19,781 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 1 day, 5:31:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9273, loss_cls: 0.8882, loss: 0.8882, grad_norm: 5.7329 2021-06-20 02:25:30,922 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 1 day, 5:31:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8796, loss: 0.8796, grad_norm: 5.8483 2021-06-20 02:25:42,042 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 1 day, 5:30:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9203, loss_cls: 0.8598, loss: 0.8598, grad_norm: 5.6646 2021-06-20 02:25:53,178 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 1 day, 5:30:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.9132, loss: 0.9132, grad_norm: 5.6739 2021-06-20 02:26:04,323 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 1 day, 5:30:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.7854, loss: 0.7854, grad_norm: 5.3173 2021-06-20 02:26:15,482 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 1 day, 5:30:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9305, loss_cls: 0.8628, loss: 0.8628, grad_norm: 5.8247 2021-06-20 02:26:26,637 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 1 day, 5:30:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8312, loss: 0.8312, grad_norm: 5.6692 2021-06-20 02:26:37,778 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 1 day, 5:29:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.9104, loss: 0.9104, grad_norm: 5.7440 2021-06-20 02:26:48,917 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 1 day, 5:29:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9383, loss_cls: 0.8273, loss: 0.8273, grad_norm: 5.6993 2021-06-20 02:27:00,059 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 1 day, 5:29:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9291, loss: 0.9291, grad_norm: 5.8038 2021-06-20 02:27:11,205 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 1 day, 5:29:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.9135, loss: 0.9135, grad_norm: 5.7417 2021-06-20 02:27:22,343 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 1 day, 5:29:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9151, loss: 0.9151, grad_norm: 5.8554 2021-06-20 02:27:33,480 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 1 day, 5:28:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8858, loss: 0.8858, grad_norm: 5.7227 2021-06-20 02:27:44,635 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 1 day, 5:28:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9091, loss: 0.9091, grad_norm: 5.9191 2021-06-20 02:27:55,784 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 1 day, 5:28:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9430, loss_cls: 0.8213, loss: 0.8213, grad_norm: 5.6485 2021-06-20 02:28:06,916 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 1 day, 5:28:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.8844, loss: 0.8844, grad_norm: 5.8348 2021-06-20 02:28:18,066 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 1 day, 5:28:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9141, loss: 0.9141, grad_norm: 5.8171 2021-06-20 02:28:29,193 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 1 day, 5:27:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9234, loss_cls: 0.8521, loss: 0.8521, grad_norm: 5.6942 2021-06-20 02:28:40,339 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 1 day, 5:27:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8570, loss: 0.8570, grad_norm: 5.7979 2021-06-20 02:28:51,483 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 1 day, 5:27:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.8924, loss: 0.8924, grad_norm: 5.8103 2021-06-20 02:29:02,608 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 1 day, 5:27:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8532, loss: 0.8532, grad_norm: 5.7589 2021-06-20 02:29:13,750 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 1 day, 5:27:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8973, loss: 0.8973, grad_norm: 5.7524 2021-06-20 02:29:24,870 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 1 day, 5:26:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9328, loss_cls: 0.8563, loss: 0.8563, grad_norm: 5.5577 2021-06-20 02:29:36,029 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 1 day, 5:26:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8370, loss: 0.8370, grad_norm: 5.7585 2021-06-20 02:29:47,793 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-06-20 02:31:18,425 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 1 day, 5:27:29, time: 4.507, data_time: 3.881, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7534, loss: 0.7534, grad_norm: 5.4978 2021-06-20 02:31:29,548 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 1 day, 5:27:17, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7816, loss: 0.7816, grad_norm: 5.3511 2021-06-20 02:31:40,653 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 1 day, 5:27:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.8241, loss: 0.8241, grad_norm: 5.5311 2021-06-20 02:31:51,793 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 1 day, 5:26:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9225, loss: 0.9225, grad_norm: 5.6848 2021-06-20 02:32:02,902 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 1 day, 5:26:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9266, loss_cls: 0.8253, loss: 0.8253, grad_norm: 5.5362 2021-06-20 02:32:14,006 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 1 day, 5:26:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8648, loss: 0.8648, grad_norm: 5.7299 2021-06-20 02:32:25,126 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 1 day, 5:26:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9276, loss: 0.9276, grad_norm: 5.7714 2021-06-20 02:32:36,274 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 1 day, 5:26:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.8753, loss: 0.8753, grad_norm: 5.7000 2021-06-20 02:32:47,425 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 1 day, 5:25:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8882, loss: 0.8882, grad_norm: 5.7849 2021-06-20 02:32:58,567 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 1 day, 5:25:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8913, loss: 0.8913, grad_norm: 5.7742 2021-06-20 02:33:09,703 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 1 day, 5:25:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9307, loss: 0.9307, grad_norm: 5.9755 2021-06-20 02:33:20,817 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 1 day, 5:25:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9195, loss_cls: 0.8844, loss: 0.8844, grad_norm: 5.7967 2021-06-20 02:33:31,946 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 1 day, 5:25:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9359, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.5568 2021-06-20 02:33:43,087 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 1 day, 5:24:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8949, loss: 0.8949, grad_norm: 5.7889 2021-06-20 02:33:54,226 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 1 day, 5:24:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8449, loss: 0.8449, grad_norm: 5.7935 2021-06-20 02:34:05,372 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 1 day, 5:24:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8600, loss: 0.8600, grad_norm: 5.7552 2021-06-20 02:34:16,478 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 1 day, 5:24:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8241, loss: 0.8241, grad_norm: 5.5077 2021-06-20 02:34:27,615 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 1 day, 5:24:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.9255, loss: 0.9255, grad_norm: 5.8013 2021-06-20 02:34:38,743 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 1 day, 5:23:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9383, loss_cls: 0.8663, loss: 0.8663, grad_norm: 5.7850 2021-06-20 02:34:49,887 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 1 day, 5:23:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8668, loss: 0.8668, grad_norm: 5.6115 2021-06-20 02:35:01,023 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 1 day, 5:23:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8780, loss: 0.8780, grad_norm: 5.5728 2021-06-20 02:35:12,397 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 1 day, 5:23:20, time: 0.568, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9227, loss_cls: 0.8717, loss: 0.8717, grad_norm: 5.7740 2021-06-20 02:35:23,505 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 1 day, 5:23:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8733, loss: 0.8733, grad_norm: 5.7323 2021-06-20 02:35:34,644 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 1 day, 5:22:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9106, loss: 0.9106, grad_norm: 5.7866 2021-06-20 02:35:45,760 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 1 day, 5:22:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8910, loss: 0.8910, grad_norm: 5.5757 2021-06-20 02:35:56,929 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 1 day, 5:22:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8431, loss: 0.8431, grad_norm: 5.7179 2021-06-20 02:36:08,064 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 1 day, 5:22:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9038, loss: 0.9038, grad_norm: 5.9663 2021-06-20 02:36:19,218 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 1 day, 5:22:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9422, loss_cls: 0.7811, loss: 0.7811, grad_norm: 5.6613 2021-06-20 02:36:30,355 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 1 day, 5:21:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.8843, loss: 0.8843, grad_norm: 5.7566 2021-06-20 02:36:41,496 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 1 day, 5:21:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7955, loss: 0.7955, grad_norm: 5.3265 2021-06-20 02:36:52,646 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 1 day, 5:21:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9328, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.8034 2021-06-20 02:37:03,778 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 1 day, 5:21:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9242, loss_cls: 0.8415, loss: 0.8415, grad_norm: 5.4266 2021-06-20 02:37:14,925 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 1 day, 5:21:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.8906, loss: 0.8906, grad_norm: 5.8464 2021-06-20 02:37:26,062 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 1 day, 5:20:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.9476, loss: 0.9476, grad_norm: 5.7124 2021-06-20 02:37:37,180 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 1 day, 5:20:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9227, loss_cls: 0.9123, loss: 0.9123, grad_norm: 5.8496 2021-06-20 02:37:48,309 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 1 day, 5:20:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9328, loss_cls: 0.8651, loss: 0.8651, grad_norm: 5.7272 2021-06-20 02:37:59,442 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 1 day, 5:20:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8712, loss: 0.8712, grad_norm: 5.6477 2021-06-20 02:38:10,572 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 1 day, 5:20:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9258, loss_cls: 0.8918, loss: 0.8918, grad_norm: 5.8507 2021-06-20 02:38:21,692 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 1 day, 5:19:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8572, loss: 0.8572, grad_norm: 5.7721 2021-06-20 02:38:32,834 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 1 day, 5:19:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9180, loss_cls: 0.8719, loss: 0.8719, grad_norm: 5.6570 2021-06-20 02:38:43,963 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 1 day, 5:19:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9414, loss_cls: 0.7623, loss: 0.7623, grad_norm: 5.2757 2021-06-20 02:38:55,094 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 1 day, 5:19:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9283, loss: 0.9283, grad_norm: 5.9500 2021-06-20 02:39:06,210 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 1 day, 5:19:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8506, loss: 0.8506, grad_norm: 5.6912 2021-06-20 02:39:17,328 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 1 day, 5:18:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8289, loss: 0.8289, grad_norm: 5.6368 2021-06-20 02:39:28,445 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 1 day, 5:18:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8717, loss: 0.8717, grad_norm: 5.6811 2021-06-20 02:39:39,618 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 1 day, 5:18:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.5757 2021-06-20 02:39:50,762 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 1 day, 5:18:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9072, loss: 0.9072, grad_norm: 5.6800 2021-06-20 02:40:01,886 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 1 day, 5:18:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9297, loss_cls: 0.8745, loss: 0.8745, grad_norm: 5.7972 2021-06-20 02:40:13,019 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 1 day, 5:17:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9062, loss_cls: 0.9536, loss: 0.9536, grad_norm: 5.7966 2021-06-20 02:40:24,154 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 1 day, 5:17:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9234, loss_cls: 0.8359, loss: 0.8359, grad_norm: 5.6442 2021-06-20 02:40:35,297 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 1 day, 5:17:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8820, loss: 0.8820, grad_norm: 5.7779 2021-06-20 02:40:46,433 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 1 day, 5:17:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.6542 2021-06-20 02:40:57,570 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 1 day, 5:17:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9352, loss_cls: 0.8864, loss: 0.8864, grad_norm: 5.7070 2021-06-20 02:41:08,720 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 1 day, 5:16:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9281, loss_cls: 0.8315, loss: 0.8315, grad_norm: 5.6559 2021-06-20 02:41:19,838 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 1 day, 5:16:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9367, loss_cls: 0.8062, loss: 0.8062, grad_norm: 5.6424 2021-06-20 02:41:30,982 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 1 day, 5:16:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8251, loss: 0.8251, grad_norm: 5.7711 2021-06-20 02:41:42,121 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 1 day, 5:16:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9215, loss: 0.9215, grad_norm: 5.9508 2021-06-20 02:41:53,260 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 1 day, 5:16:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9172, loss_cls: 0.8440, loss: 0.8440, grad_norm: 5.7519 2021-06-20 02:42:04,405 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 1 day, 5:16:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9259, loss: 0.9259, grad_norm: 5.7760 2021-06-20 02:42:15,542 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 1 day, 5:15:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9195, loss_cls: 0.8903, loss: 0.8903, grad_norm: 5.7798 2021-06-20 02:42:26,688 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 1 day, 5:15:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9313, loss_cls: 0.8257, loss: 0.8257, grad_norm: 5.6338 2021-06-20 02:42:37,826 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 1 day, 5:15:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.7853, loss: 0.7853, grad_norm: 5.5146 2021-06-20 02:42:48,975 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 1 day, 5:15:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.9015, loss: 0.9015, grad_norm: 5.8071 2021-06-20 02:43:00,123 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 1 day, 5:15:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8894, loss: 0.8894, grad_norm: 5.7206 2021-06-20 02:43:11,249 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 1 day, 5:14:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8908, loss: 0.8908, grad_norm: 5.7748 2021-06-20 02:43:22,382 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 1 day, 5:14:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8434, loss: 0.8434, grad_norm: 5.5526 2021-06-20 02:43:33,516 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 1 day, 5:14:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8348, loss: 0.8348, grad_norm: 5.5329 2021-06-20 02:43:44,660 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 1 day, 5:14:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9211, loss_cls: 0.9385, loss: 0.9385, grad_norm: 5.9634 2021-06-20 02:43:55,796 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 1 day, 5:14:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8964, loss: 0.8964, grad_norm: 5.7020 2021-06-20 02:44:06,924 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 1 day, 5:13:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8436, loss: 0.8436, grad_norm: 5.5134 2021-06-20 02:44:18,052 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 1 day, 5:13:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8818, loss: 0.8818, grad_norm: 5.8284 2021-06-20 02:44:29,244 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 1 day, 5:13:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9391, loss_cls: 0.7720, loss: 0.7720, grad_norm: 5.3093 2021-06-20 02:44:40,439 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 1 day, 5:13:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8392, loss: 0.8392, grad_norm: 5.4792 2021-06-20 02:44:51,516 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 1 day, 5:13:02, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8562, loss: 0.8562, grad_norm: 5.7745 2021-06-20 02:45:02,629 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 1 day, 5:12:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9269, loss: 0.9269, grad_norm: 5.8320 2021-06-20 02:45:13,727 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 1 day, 5:12:38, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8634, loss: 0.8634, grad_norm: 5.7864 2021-06-20 02:45:24,851 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 1 day, 5:12:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9078, loss_cls: 0.9430, loss: 0.9430, grad_norm: 5.7903 2021-06-20 02:45:36,023 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 1 day, 5:12:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9125, loss: 0.9125, grad_norm: 5.6878 2021-06-20 02:45:47,164 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 1 day, 5:12:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8713, loss: 0.8713, grad_norm: 5.6827 2021-06-20 02:45:58,300 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 1 day, 5:11:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.8712, loss: 0.8712, grad_norm: 5.6221 2021-06-20 02:46:09,460 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 1 day, 5:11:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9383, loss_cls: 0.8200, loss: 0.8200, grad_norm: 5.6705 2021-06-20 02:46:20,598 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 1 day, 5:11:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9102, loss_cls: 0.9146, loss: 0.9146, grad_norm: 5.7611 2021-06-20 02:46:31,740 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 1 day, 5:11:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9367, loss_cls: 0.8283, loss: 0.8283, grad_norm: 5.5600 2021-06-20 02:46:42,868 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 1 day, 5:11:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8520, loss: 0.8520, grad_norm: 5.5976 2021-06-20 02:46:54,004 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 1 day, 5:10:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8444, loss: 0.8444, grad_norm: 5.5778 2021-06-20 02:47:05,144 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 1 day, 5:10:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8757, loss: 0.8757, grad_norm: 6.0481 2021-06-20 02:47:16,300 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 1 day, 5:10:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8185, loss: 0.8185, grad_norm: 5.4647 2021-06-20 02:47:27,459 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 1 day, 5:10:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.8434, loss: 0.8434, grad_norm: 5.5162 2021-06-20 02:47:38,592 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 1 day, 5:10:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8855, loss: 0.8855, grad_norm: 5.6885 2021-06-20 02:47:49,725 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 1 day, 5:09:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.8844, loss: 0.8844, grad_norm: 5.7434 2021-06-20 02:48:00,879 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 1 day, 5:09:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9180, loss_cls: 0.8752, loss: 0.8752, grad_norm: 5.4101 2021-06-20 02:48:12,012 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 1 day, 5:09:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9367, loss: 0.9367, grad_norm: 5.9824 2021-06-20 02:48:23,152 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 1 day, 5:09:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9234, loss_cls: 0.9300, loss: 0.9300, grad_norm: 5.8397 2021-06-20 02:48:34,284 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 1 day, 5:09:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9636, loss: 0.9636, grad_norm: 5.8926 2021-06-20 02:48:45,431 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 1 day, 5:08:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9300, loss: 0.9300, grad_norm: 5.7686 2021-06-20 02:48:56,575 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 1 day, 5:08:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.9007, loss: 0.9007, grad_norm: 5.9415 2021-06-20 02:49:07,705 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 1 day, 5:08:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8805, loss: 0.8805, grad_norm: 5.7340 2021-06-20 02:49:18,836 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 1 day, 5:08:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9281, loss_cls: 0.8468, loss: 0.8468, grad_norm: 5.6179 2021-06-20 02:49:29,973 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 1 day, 5:08:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.9305, loss: 0.9305, grad_norm: 5.7562 2021-06-20 02:49:41,101 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 1 day, 5:07:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9133, loss_cls: 0.8819, loss: 0.8819, grad_norm: 5.5768 2021-06-20 02:49:52,245 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 1 day, 5:07:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9117, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.0047 2021-06-20 02:50:03,379 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 1 day, 5:07:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9211, loss_cls: 0.9030, loss: 0.9030, grad_norm: 5.6106 2021-06-20 02:50:14,517 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 1 day, 5:07:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9133, loss_cls: 0.9370, loss: 0.9370, grad_norm: 5.8892 2021-06-20 02:50:25,648 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 1 day, 5:07:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9051, loss: 0.9051, grad_norm: 5.7234 2021-06-20 02:50:36,810 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 1 day, 5:06:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8828, loss: 0.8828, grad_norm: 5.7480 2021-06-20 02:50:47,946 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 1 day, 5:06:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9228, loss: 0.9228, grad_norm: 5.7893 2021-06-20 02:50:59,082 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 1 day, 5:06:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.8803, loss: 0.8803, grad_norm: 5.7105 2021-06-20 02:51:10,218 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 1 day, 5:06:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8231, loss: 0.8231, grad_norm: 5.6039 2021-06-20 02:51:21,359 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 1 day, 5:06:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9203, loss_cls: 0.8534, loss: 0.8534, grad_norm: 5.6367 2021-06-20 02:51:32,491 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 1 day, 5:05:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.8989, loss: 0.8989, grad_norm: 5.7680 2021-06-20 02:51:43,620 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 1 day, 5:05:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9212, loss: 0.9212, grad_norm: 5.8661 2021-06-20 02:51:54,766 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 1 day, 5:05:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8813, loss: 0.8813, grad_norm: 5.6771 2021-06-20 02:52:05,918 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 1 day, 5:05:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8883, loss: 0.8883, grad_norm: 5.9001 2021-06-20 02:52:17,036 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 1 day, 5:05:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8142, loss: 0.8142, grad_norm: 5.5535 2021-06-20 02:52:28,174 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 1 day, 5:04:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9187, loss_cls: 0.8903, loss: 0.8903, grad_norm: 5.8099 2021-06-20 02:52:39,311 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 1 day, 5:04:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.0883 2021-06-20 02:52:50,456 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 1 day, 5:04:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9258, loss_cls: 0.9154, loss: 0.9154, grad_norm: 5.8710 2021-06-20 02:53:01,598 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 1 day, 5:04:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9344, loss_cls: 0.8381, loss: 0.8381, grad_norm: 5.7322 2021-06-20 02:53:12,738 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 1 day, 5:04:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8543, loss: 0.8543, grad_norm: 5.6334 2021-06-20 02:53:23,865 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 1 day, 5:03:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9406, loss_cls: 0.8108, loss: 0.8108, grad_norm: 5.5226 2021-06-20 02:53:34,998 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 1 day, 5:03:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9195, loss_cls: 0.8899, loss: 0.8899, grad_norm: 5.8321 2021-06-20 02:53:46,153 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 1 day, 5:03:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8646, loss: 0.8646, grad_norm: 5.8278 2021-06-20 02:53:57,283 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 1 day, 5:03:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8793, loss: 0.8793, grad_norm: 5.9079 2021-06-20 02:54:08,391 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 1 day, 5:03:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.8168, loss: 0.8168, grad_norm: 5.6168 2021-06-20 02:54:19,524 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 1 day, 5:02:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.8653, loss: 0.8653, grad_norm: 5.6366 2021-06-20 02:54:30,655 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 1 day, 5:02:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9313, loss_cls: 0.8284, loss: 0.8284, grad_norm: 5.5745 2021-06-20 02:54:41,783 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 1 day, 5:02:32, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.7362 2021-06-20 02:54:52,929 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 1 day, 5:02:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8790, loss: 0.8790, grad_norm: 5.7815 2021-06-20 02:55:04,098 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 1 day, 5:02:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8347, loss: 0.8347, grad_norm: 5.5644 2021-06-20 02:55:15,255 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 1 day, 5:01:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9250, loss_cls: 0.8466, loss: 0.8466, grad_norm: 5.6236 2021-06-20 02:55:26,393 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 1 day, 5:01:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8439, loss: 0.8439, grad_norm: 5.6619 2021-06-20 02:55:37,525 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 1 day, 5:01:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8974, loss: 0.8974, grad_norm: 5.7918 2021-06-20 02:55:48,674 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 1 day, 5:01:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.9331, loss: 0.9331, grad_norm: 6.0285 2021-06-20 02:55:59,787 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 1 day, 5:01:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8271, loss: 0.8271, grad_norm: 5.7496 2021-06-20 02:56:10,918 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 1 day, 5:00:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9148, loss_cls: 0.8731, loss: 0.8731, grad_norm: 5.4860 2021-06-20 02:56:22,034 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 1 day, 5:00:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9273, loss: 0.9273, grad_norm: 5.8998 2021-06-20 02:56:33,145 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 1 day, 5:00:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9094, loss_cls: 0.9083, loss: 0.9083, grad_norm: 5.6792 2021-06-20 02:56:44,282 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 1 day, 5:00:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9195, loss_cls: 0.8572, loss: 0.8572, grad_norm: 5.6770 2021-06-20 02:56:55,408 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 1 day, 5:00:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9195, loss_cls: 0.8711, loss: 0.8711, grad_norm: 5.6760 2021-06-20 02:57:06,549 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 1 day, 4:59:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.8615, loss: 0.8615, grad_norm: 5.5241 2021-06-20 02:57:17,687 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 1 day, 4:59:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8505, loss: 0.8505, grad_norm: 5.6766 2021-06-20 02:57:28,820 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 1 day, 4:59:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9398, loss_cls: 0.8105, loss: 0.8105, grad_norm: 5.7459 2021-06-20 02:57:39,950 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 1 day, 4:59:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.8041, loss: 0.8041, grad_norm: 5.5908 2021-06-20 02:57:51,087 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 1 day, 4:59:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8604, loss: 0.8604, grad_norm: 5.7978 2021-06-20 02:58:02,218 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 1 day, 4:58:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8505, loss: 0.8505, grad_norm: 5.5414 2021-06-20 02:58:13,348 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 1 day, 4:58:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9164, loss_cls: 0.9067, loss: 0.9067, grad_norm: 5.9076 2021-06-20 02:58:24,456 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 1 day, 4:58:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9301, loss: 0.9301, grad_norm: 5.8713 2021-06-20 02:58:35,581 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 1 day, 4:58:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8533, loss: 0.8533, grad_norm: 5.7625 2021-06-20 02:58:46,718 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 1 day, 4:58:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8497, loss: 0.8497, grad_norm: 5.6506 2021-06-20 02:58:57,848 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 1 day, 4:57:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9126, loss: 0.9126, grad_norm: 5.9290 2021-06-20 02:59:08,989 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 1 day, 4:57:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8674, loss: 0.8674, grad_norm: 5.7871 2021-06-20 02:59:20,129 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 1 day, 4:57:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.8663, loss: 0.8663, grad_norm: 5.6763 2021-06-20 02:59:31,268 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 1 day, 4:57:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8410, loss: 0.8410, grad_norm: 5.7265 2021-06-20 02:59:42,391 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 1 day, 4:57:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9062, loss: 0.9062, grad_norm: 5.8669 2021-06-20 02:59:53,525 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 1 day, 4:57:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8647, loss: 0.8647, grad_norm: 5.7691 2021-06-20 03:00:04,724 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 1 day, 4:56:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9305, loss_cls: 0.8716, loss: 0.8716, grad_norm: 5.7156 2021-06-20 03:00:15,860 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 1 day, 4:56:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8750, loss: 0.8750, grad_norm: 5.7985 2021-06-20 03:00:26,981 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 1 day, 4:56:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9336, loss_cls: 0.8493, loss: 0.8493, grad_norm: 5.7168 2021-06-20 03:00:38,097 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 1 day, 4:56:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8435, loss: 0.8435, grad_norm: 5.7770 2021-06-20 03:00:49,258 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 1 day, 4:56:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9219, loss_cls: 0.8953, loss: 0.8953, grad_norm: 5.5842 2021-06-20 03:01:00,412 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 1 day, 4:55:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9305, loss_cls: 0.7953, loss: 0.7953, grad_norm: 5.4230 2021-06-20 03:01:11,555 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 1 day, 4:55:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9132, loss: 0.9132, grad_norm: 5.8403 2021-06-20 03:01:22,675 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 1 day, 4:55:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8128, loss: 0.8128, grad_norm: 5.6698 2021-06-20 03:01:33,806 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 1 day, 4:55:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9227, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.5606 2021-06-20 03:01:44,936 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 1 day, 4:55:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9160, loss: 0.9160, grad_norm: 5.7098 2021-06-20 03:01:56,091 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 1 day, 4:54:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.8974, loss: 0.8974, grad_norm: 5.6662 2021-06-20 03:02:07,229 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 1 day, 4:54:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9289, loss_cls: 0.8515, loss: 0.8515, grad_norm: 5.6457 2021-06-20 03:02:18,356 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 1 day, 4:54:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8039, loss: 0.8039, grad_norm: 5.4520 2021-06-20 03:02:29,490 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 1 day, 4:54:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.9231, loss: 0.9231, grad_norm: 6.1028 2021-06-20 03:02:40,631 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 1 day, 4:54:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.8304, loss: 0.8304, grad_norm: 5.5455 2021-06-20 03:02:51,788 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 1 day, 4:53:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.1555 2021-06-20 03:03:02,918 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 1 day, 4:53:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8807, loss: 0.8807, grad_norm: 5.6709 2021-06-20 03:03:14,043 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 1 day, 4:53:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9250, loss_cls: 0.8593, loss: 0.8593, grad_norm: 5.7162 2021-06-20 03:03:25,167 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 1 day, 4:53:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.0029 2021-06-20 03:03:36,296 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 1 day, 4:53:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8930, loss: 0.8930, grad_norm: 5.9097 2021-06-20 03:03:47,446 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 1 day, 4:52:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9227, loss_cls: 0.8675, loss: 0.8675, grad_norm: 5.6369 2021-06-20 03:03:58,582 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 1 day, 4:52:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9312, loss: 0.9312, grad_norm: 5.8636 2021-06-20 03:04:09,720 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 1 day, 4:52:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9219, loss_cls: 0.8244, loss: 0.8244, grad_norm: 5.6392 2021-06-20 03:04:20,850 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 1 day, 4:52:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.9045, loss: 0.9045, grad_norm: 5.7579 2021-06-20 03:04:31,982 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 1 day, 4:52:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8684, loss: 0.8684, grad_norm: 5.6647 2021-06-20 03:04:43,127 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 1 day, 4:51:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9352, loss_cls: 0.8017, loss: 0.8017, grad_norm: 5.5938 2021-06-20 03:04:54,300 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 1 day, 4:51:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.9456, loss: 0.9456, grad_norm: 5.9202 2021-06-20 03:05:05,443 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 1 day, 4:51:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9203, loss_cls: 0.8581, loss: 0.8581, grad_norm: 5.4773 2021-06-20 03:05:16,550 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 1 day, 4:51:15, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.8976, loss: 0.8976, grad_norm: 5.8262 2021-06-20 03:05:27,671 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 1 day, 4:51:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.8762, loss: 0.8762, grad_norm: 5.6499 2021-06-20 03:05:38,778 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 1 day, 4:50:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9336, loss_cls: 0.8480, loss: 0.8480, grad_norm: 5.9562 2021-06-20 03:05:49,911 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 1 day, 4:50:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9156, loss_cls: 0.8856, loss: 0.8856, grad_norm: 5.8059 2021-06-20 03:06:02,804 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-06-20 03:07:28,043 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 1 day, 4:51:17, time: 4.214, data_time: 3.641, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9313, loss_cls: 0.8409, loss: 0.8409, grad_norm: 5.6771 2021-06-20 03:07:39,169 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 1 day, 4:51:05, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.8110, loss: 0.8110, grad_norm: 5.5069 2021-06-20 03:07:50,258 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 1 day, 4:50:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9164, loss_cls: 0.8739, loss: 0.8739, grad_norm: 5.8633 2021-06-20 03:08:01,382 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 1 day, 4:50:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8947, loss: 0.8947, grad_norm: 5.6880 2021-06-20 03:08:12,509 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 1 day, 4:50:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8088, loss: 0.8088, grad_norm: 5.6387 2021-06-20 03:08:23,615 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 1 day, 4:50:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9234, loss_cls: 0.8486, loss: 0.8486, grad_norm: 5.6221 2021-06-20 03:08:34,740 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 1 day, 4:50:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9414, loss_cls: 0.7969, loss: 0.7969, grad_norm: 5.6095 2021-06-20 03:08:45,869 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 1 day, 4:49:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.8972, loss: 0.8972, grad_norm: 5.7590 2021-06-20 03:08:57,016 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 1 day, 4:49:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9135, loss: 0.9135, grad_norm: 5.7675 2021-06-20 03:09:08,153 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 1 day, 4:49:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.8672, loss: 0.8672, grad_norm: 5.6873 2021-06-20 03:09:19,272 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 1 day, 4:49:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.8781, loss: 0.8781, grad_norm: 5.4296 2021-06-20 03:09:30,414 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 1 day, 4:49:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9758, loss: 0.9758, grad_norm: 5.9232 2021-06-20 03:09:41,535 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 1 day, 4:48:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9422, loss_cls: 0.7708, loss: 0.7708, grad_norm: 5.3547 2021-06-20 03:09:52,687 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 1 day, 4:48:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8692, loss: 0.8692, grad_norm: 5.5734 2021-06-20 03:10:04,007 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 1 day, 4:48:30, time: 0.566, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8280, loss: 0.8280, grad_norm: 5.6095 2021-06-20 03:10:15,141 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 1 day, 4:48:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9187, loss_cls: 0.8696, loss: 0.8696, grad_norm: 5.7837 2021-06-20 03:10:26,283 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 1 day, 4:48:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8850, loss: 0.8850, grad_norm: 5.7458 2021-06-20 03:10:37,440 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 1 day, 4:47:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9367, loss_cls: 0.7938, loss: 0.7938, grad_norm: 5.5406 2021-06-20 03:10:48,585 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 1 day, 4:47:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9500, loss_cls: 0.7177, loss: 0.7177, grad_norm: 5.4855 2021-06-20 03:10:59,729 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 1 day, 4:47:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9234, loss_cls: 0.8704, loss: 0.8704, grad_norm: 5.5947 2021-06-20 03:11:10,861 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 1 day, 4:47:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9227, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.0533 2021-06-20 03:11:21,995 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 1 day, 4:47:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8184, loss: 0.8184, grad_norm: 5.6211 2021-06-20 03:11:33,123 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 1 day, 4:46:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8416, loss: 0.8416, grad_norm: 5.8354 2021-06-20 03:11:44,266 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 1 day, 4:46:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.8234, loss: 0.8234, grad_norm: 5.8043 2021-06-20 03:11:55,408 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 1 day, 4:46:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.8890, loss: 0.8890, grad_norm: 5.8919 2021-06-20 03:12:06,578 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 1 day, 4:46:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.8006, loss: 0.8006, grad_norm: 5.7346 2021-06-20 03:12:17,688 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 1 day, 4:46:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9375, loss_cls: 0.8363, loss: 0.8363, grad_norm: 5.8249 2021-06-20 03:12:28,832 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 1 day, 4:45:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8831, loss: 0.8831, grad_norm: 5.6893 2021-06-20 03:12:39,964 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 1 day, 4:45:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8557, loss: 0.8557, grad_norm: 5.8125 2021-06-20 03:12:51,112 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 1 day, 4:45:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9050, loss: 0.9050, grad_norm: 5.8424 2021-06-20 03:13:02,258 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 1 day, 4:45:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7865, loss: 0.7865, grad_norm: 5.5901 2021-06-20 03:13:13,414 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 1 day, 4:45:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7554, loss: 0.7554, grad_norm: 5.4244 2021-06-20 03:13:24,554 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 1 day, 4:44:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8339, loss: 0.8339, grad_norm: 5.4904 2021-06-20 03:13:35,710 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 1 day, 4:44:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8232, loss: 0.8232, grad_norm: 5.4794 2021-06-20 03:13:46,842 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 1 day, 4:44:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9195, loss_cls: 0.8610, loss: 0.8610, grad_norm: 5.7984 2021-06-20 03:13:57,967 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 1 day, 4:44:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8325, loss: 0.8325, grad_norm: 5.7731 2021-06-20 03:14:09,097 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 1 day, 4:44:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8510, loss: 0.8510, grad_norm: 5.8032 2021-06-20 03:14:20,243 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 1 day, 4:43:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.8005, loss: 0.8005, grad_norm: 5.4607 2021-06-20 03:14:31,388 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 1 day, 4:43:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9250, loss_cls: 0.9029, loss: 0.9029, grad_norm: 5.9797 2021-06-20 03:14:42,526 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 1 day, 4:43:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.8982, loss: 0.8982, grad_norm: 5.7955 2021-06-20 03:14:53,670 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 1 day, 4:43:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8404, loss: 0.8404, grad_norm: 5.8959 2021-06-20 03:15:04,801 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 1 day, 4:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8059, loss: 0.8059, grad_norm: 5.5807 2021-06-20 03:15:15,910 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 1 day, 4:42:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.1296 2021-06-20 03:15:27,051 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 1 day, 4:42:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8683, loss: 0.8683, grad_norm: 5.7522 2021-06-20 03:15:38,194 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 1 day, 4:42:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8499, loss: 0.8499, grad_norm: 5.7768 2021-06-20 03:15:49,326 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 1 day, 4:42:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9470, loss: 0.9470, grad_norm: 5.9936 2021-06-20 03:16:00,467 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 1 day, 4:42:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9352, loss_cls: 0.8469, loss: 0.8469, grad_norm: 5.7823 2021-06-20 03:16:11,606 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 1 day, 4:41:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9187, loss_cls: 0.8492, loss: 0.8492, grad_norm: 5.4673 2021-06-20 03:16:22,736 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 1 day, 4:41:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9375, loss_cls: 0.8078, loss: 0.8078, grad_norm: 5.7821 2021-06-20 03:16:33,888 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 1 day, 4:41:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9320, loss_cls: 0.8203, loss: 0.8203, grad_norm: 5.6328 2021-06-20 03:16:45,004 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 1 day, 4:41:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.8061, loss: 0.8061, grad_norm: 5.6191 2021-06-20 03:16:56,143 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 1 day, 4:41:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9029, loss: 0.9029, grad_norm: 5.7466 2021-06-20 03:17:07,275 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 1 day, 4:40:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9344, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.7617 2021-06-20 03:17:18,422 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 1 day, 4:40:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9352, loss_cls: 0.8023, loss: 0.8023, grad_norm: 5.5597 2021-06-20 03:17:29,567 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 1 day, 4:40:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.7473 2021-06-20 03:17:40,717 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 1 day, 4:40:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8571, loss: 0.8571, grad_norm: 5.8263 2021-06-20 03:17:51,838 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 1 day, 4:40:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8335, loss: 0.8335, grad_norm: 5.6105 2021-06-20 03:18:02,976 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 1 day, 4:40:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9224, loss: 0.9224, grad_norm: 6.0456 2021-06-20 03:18:14,117 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 1 day, 4:39:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.8415, loss: 0.8415, grad_norm: 5.7098 2021-06-20 03:18:25,270 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 1 day, 4:39:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9320, loss_cls: 0.8367, loss: 0.8367, grad_norm: 5.6753 2021-06-20 03:18:36,426 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 1 day, 4:39:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8758, loss: 0.8758, grad_norm: 5.9273 2021-06-20 03:18:47,563 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 1 day, 4:39:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9281, loss_cls: 0.8159, loss: 0.8159, grad_norm: 5.4782 2021-06-20 03:18:58,709 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 1 day, 4:39:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.9010, loss: 0.9010, grad_norm: 5.8439 2021-06-20 03:19:09,856 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 1 day, 4:38:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9068, loss: 0.9068, grad_norm: 5.9690 2021-06-20 03:19:20,980 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 1 day, 4:38:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7930, loss: 0.7930, grad_norm: 5.5735 2021-06-20 03:19:32,142 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 1 day, 4:38:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9398, loss_cls: 0.8463, loss: 0.8463, grad_norm: 5.7776 2021-06-20 03:19:43,276 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 1 day, 4:38:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9305, loss_cls: 0.8790, loss: 0.8790, grad_norm: 5.7997 2021-06-20 03:19:54,425 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 1 day, 4:38:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8907, loss: 0.8907, grad_norm: 5.8748 2021-06-20 03:20:05,575 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 1 day, 4:37:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8976, loss: 0.8976, grad_norm: 5.6644 2021-06-20 03:20:16,694 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 1 day, 4:37:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8841, loss: 0.8841, grad_norm: 5.7694 2021-06-20 03:20:27,835 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 1 day, 4:37:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9289, loss_cls: 0.8188, loss: 0.8188, grad_norm: 5.5499 2021-06-20 03:20:38,929 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 1 day, 4:37:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9281, loss_cls: 0.8070, loss: 0.8070, grad_norm: 5.6222 2021-06-20 03:20:50,063 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 1 day, 4:37:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.9071, loss: 0.9071, grad_norm: 5.9219 2021-06-20 03:21:01,195 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 1 day, 4:36:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8047, loss: 0.8047, grad_norm: 5.5228 2021-06-20 03:21:12,330 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 1 day, 4:36:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9203, loss_cls: 0.8891, loss: 0.8891, grad_norm: 5.8440 2021-06-20 03:21:23,467 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 1 day, 4:36:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9422, loss_cls: 0.8001, loss: 0.8001, grad_norm: 5.7031 2021-06-20 03:21:34,591 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 1 day, 4:36:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8688, loss: 0.8688, grad_norm: 5.7657 2021-06-20 03:21:45,719 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 1 day, 4:36:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8413, loss: 0.8413, grad_norm: 5.7989 2021-06-20 03:21:56,868 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 1 day, 4:35:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9187, loss_cls: 0.8535, loss: 0.8535, grad_norm: 5.6122 2021-06-20 03:22:08,022 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 1 day, 4:35:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9250, loss_cls: 0.8319, loss: 0.8319, grad_norm: 5.6145 2021-06-20 03:22:19,161 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 1 day, 4:35:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9375, loss_cls: 0.8066, loss: 0.8066, grad_norm: 5.6067 2021-06-20 03:22:30,311 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 1 day, 4:35:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8854, loss: 0.8854, grad_norm: 5.8057 2021-06-20 03:22:41,453 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 1 day, 4:35:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8979, loss: 0.8979, grad_norm: 5.7651 2021-06-20 03:22:52,571 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 1 day, 4:34:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8262, loss: 0.8262, grad_norm: 5.7215 2021-06-20 03:23:03,722 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 1 day, 4:34:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.8005, loss: 0.8005, grad_norm: 5.5604 2021-06-20 03:23:14,863 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 1 day, 4:34:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.8764 2021-06-20 03:23:25,994 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 1 day, 4:34:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8358, loss: 0.8358, grad_norm: 5.8074 2021-06-20 03:23:37,139 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 1 day, 4:34:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9378, loss: 0.9378, grad_norm: 5.7480 2021-06-20 03:23:48,243 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 1 day, 4:33:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8969, loss: 0.8969, grad_norm: 5.8088 2021-06-20 03:23:59,397 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 1 day, 4:33:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8840, loss: 0.8840, grad_norm: 5.8196 2021-06-20 03:24:10,536 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 1 day, 4:33:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9266, loss_cls: 0.8078, loss: 0.8078, grad_norm: 5.6468 2021-06-20 03:24:21,693 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 1 day, 4:33:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8399, loss: 0.8399, grad_norm: 5.8109 2021-06-20 03:24:32,837 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 1 day, 4:33:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9211, loss_cls: 0.8749, loss: 0.8749, grad_norm: 5.7777 2021-06-20 03:24:43,976 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 1 day, 4:32:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9273, loss_cls: 0.8624, loss: 0.8624, grad_norm: 5.8523 2021-06-20 03:24:55,112 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 1 day, 4:32:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.0692 2021-06-20 03:25:06,246 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 1 day, 4:32:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8731, loss: 0.8731, grad_norm: 5.7451 2021-06-20 03:25:17,358 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 1 day, 4:32:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9187, loss_cls: 0.8686, loss: 0.8686, grad_norm: 5.5686 2021-06-20 03:25:28,504 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 1 day, 4:32:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9383, loss_cls: 0.7857, loss: 0.7857, grad_norm: 5.5347 2021-06-20 03:25:39,662 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 1 day, 4:31:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9367, loss_cls: 0.8356, loss: 0.8356, grad_norm: 5.9773 2021-06-20 03:25:50,767 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 1 day, 4:31:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7844, loss: 0.7844, grad_norm: 5.2375 2021-06-20 03:26:01,899 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 1 day, 4:31:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8680, loss: 0.8680, grad_norm: 5.9991 2021-06-20 03:26:13,020 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 1 day, 4:31:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.9085, loss: 0.9085, grad_norm: 5.9030 2021-06-20 03:26:24,157 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 1 day, 4:31:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8436, loss: 0.8436, grad_norm: 5.7951 2021-06-20 03:26:35,312 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 1 day, 4:30:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 0.9745, loss: 0.9745, grad_norm: 5.9596 2021-06-20 03:26:46,447 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 1 day, 4:30:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9060, loss: 0.9060, grad_norm: 5.9511 2021-06-20 03:26:57,577 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 1 day, 4:30:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9273, loss_cls: 0.8420, loss: 0.8420, grad_norm: 5.5420 2021-06-20 03:27:08,700 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 1 day, 4:30:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9266, loss_cls: 0.8606, loss: 0.8606, grad_norm: 5.5681 2021-06-20 03:27:19,826 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 1 day, 4:30:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.8805, loss: 0.8805, grad_norm: 5.7932 2021-06-20 03:27:30,980 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 1 day, 4:29:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9352, loss_cls: 0.8276, loss: 0.8276, grad_norm: 5.5490 2021-06-20 03:27:42,119 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 1 day, 4:29:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8552, loss: 0.8552, grad_norm: 5.6686 2021-06-20 03:27:53,304 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 1 day, 4:29:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.8612, loss: 0.8612, grad_norm: 5.9310 2021-06-20 03:28:04,437 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 1 day, 4:29:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9148, loss_cls: 0.9046, loss: 0.9046, grad_norm: 5.6964 2021-06-20 03:28:15,580 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 1 day, 4:29:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8649, loss: 0.8649, grad_norm: 5.8851 2021-06-20 03:28:26,724 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 1 day, 4:28:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9289, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.9550 2021-06-20 03:28:37,884 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 1 day, 4:28:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9406, loss_cls: 0.8006, loss: 0.8006, grad_norm: 5.8005 2021-06-20 03:28:49,022 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 1 day, 4:28:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8791, loss: 0.8791, grad_norm: 5.9023 2021-06-20 03:29:00,162 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 1 day, 4:28:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9148, loss_cls: 0.8911, loss: 0.8911, grad_norm: 5.7669 2021-06-20 03:29:11,305 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 1 day, 4:28:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8678, loss: 0.8678, grad_norm: 5.8855 2021-06-20 03:29:22,450 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 1 day, 4:27:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9256, loss: 0.9256, grad_norm: 5.9397 2021-06-20 03:29:33,610 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 1 day, 4:27:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8831, loss: 0.8831, grad_norm: 5.8255 2021-06-20 03:29:44,756 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 1 day, 4:27:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9141, loss_cls: 0.8735, loss: 0.8735, grad_norm: 5.9425 2021-06-20 03:29:55,893 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 1 day, 4:27:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9234, loss_cls: 0.8442, loss: 0.8442, grad_norm: 5.6114 2021-06-20 03:30:07,053 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 1 day, 4:27:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7681, loss: 0.7681, grad_norm: 5.4937 2021-06-20 03:30:18,146 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 1 day, 4:26:57, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9305, loss_cls: 0.8266, loss: 0.8266, grad_norm: 5.5550 2021-06-20 03:30:29,278 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 1 day, 4:26:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9328, loss_cls: 0.8444, loss: 0.8444, grad_norm: 5.8505 2021-06-20 03:30:40,408 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 1 day, 4:26:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8523, loss: 0.8523, grad_norm: 5.7024 2021-06-20 03:30:51,537 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 1 day, 4:26:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.0301 2021-06-20 03:31:02,662 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 1 day, 4:26:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9328, loss_cls: 0.8608, loss: 0.8608, grad_norm: 5.8700 2021-06-20 03:31:13,792 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 1 day, 4:25:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9164, loss_cls: 0.8750, loss: 0.8750, grad_norm: 5.5463 2021-06-20 03:31:24,919 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 1 day, 4:25:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9117, loss_cls: 0.8690, loss: 0.8690, grad_norm: 5.5950 2021-06-20 03:31:36,065 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 1 day, 4:25:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.8912, loss: 0.8912, grad_norm: 5.8178 2021-06-20 03:31:47,200 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 1 day, 4:25:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9058, loss: 0.9058, grad_norm: 5.8105 2021-06-20 03:31:58,344 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 1 day, 4:25:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8183, loss: 0.8183, grad_norm: 5.4492 2021-06-20 03:32:09,497 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 1 day, 4:24:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9359, loss_cls: 0.8275, loss: 0.8275, grad_norm: 5.7898 2021-06-20 03:32:20,654 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 1 day, 4:24:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8347, loss: 0.8347, grad_norm: 5.6845 2021-06-20 03:32:31,748 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 1 day, 4:24:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8435, loss: 0.8435, grad_norm: 5.7304 2021-06-20 03:32:42,873 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 1 day, 4:24:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8865, loss: 0.8865, grad_norm: 5.8526 2021-06-20 03:32:54,045 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 1 day, 4:24:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9359, loss_cls: 0.8219, loss: 0.8219, grad_norm: 5.9149 2021-06-20 03:33:05,170 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 1 day, 4:23:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8263, loss: 0.8263, grad_norm: 5.6678 2021-06-20 03:33:16,278 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 1 day, 4:23:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.8887, loss: 0.8887, grad_norm: 5.7860 2021-06-20 03:33:27,426 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 1 day, 4:23:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9430, loss_cls: 0.7766, loss: 0.7766, grad_norm: 5.6044 2021-06-20 03:33:38,569 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 1 day, 4:23:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9285, loss: 0.9285, grad_norm: 5.8939 2021-06-20 03:33:49,711 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 1 day, 4:23:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.0408 2021-06-20 03:34:00,832 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 1 day, 4:23:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.9049, loss: 0.9049, grad_norm: 5.9291 2021-06-20 03:34:11,972 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 1 day, 4:22:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9266, loss_cls: 0.8257, loss: 0.8257, grad_norm: 5.5254 2021-06-20 03:34:23,082 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 1 day, 4:22:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9058, loss: 0.9058, grad_norm: 5.8281 2021-06-20 03:34:34,210 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 1 day, 4:22:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9172, loss_cls: 0.8581, loss: 0.8581, grad_norm: 5.7277 2021-06-20 03:34:45,348 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 1 day, 4:22:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9258, loss_cls: 0.8482, loss: 0.8482, grad_norm: 5.6634 2021-06-20 03:34:56,480 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 1 day, 4:22:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.8672, loss: 0.8672, grad_norm: 5.6696 2021-06-20 03:35:07,633 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 1 day, 4:21:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9289, loss_cls: 0.7999, loss: 0.7999, grad_norm: 5.5588 2021-06-20 03:35:18,768 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 1 day, 4:21:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.8791, loss: 0.8791, grad_norm: 5.8341 2021-06-20 03:35:29,898 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 1 day, 4:21:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8827, loss: 0.8827, grad_norm: 5.7583 2021-06-20 03:35:41,040 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 1 day, 4:21:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8638, loss: 0.8638, grad_norm: 5.7908 2021-06-20 03:35:52,193 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 1 day, 4:21:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8468, loss: 0.8468, grad_norm: 5.6833 2021-06-20 03:36:03,320 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 1 day, 4:20:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9242, loss_cls: 0.8643, loss: 0.8643, grad_norm: 5.6985 2021-06-20 03:36:14,484 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 1 day, 4:20:38, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9250, loss_cls: 0.8471, loss: 0.8471, grad_norm: 5.6172 2021-06-20 03:36:25,600 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 1 day, 4:20:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8227, loss: 0.8227, grad_norm: 5.7069 2021-06-20 03:36:36,732 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 1 day, 4:20:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9242, loss_cls: 0.8510, loss: 0.8510, grad_norm: 5.7617 2021-06-20 03:36:47,883 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 1 day, 4:20:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9289, loss_cls: 0.8288, loss: 0.8288, grad_norm: 5.5281 2021-06-20 03:36:59,023 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 1 day, 4:19:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.9025, loss: 0.9025, grad_norm: 5.8902 2021-06-20 03:37:10,166 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 1 day, 4:19:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.9014, loss: 0.9014, grad_norm: 5.8733 2021-06-20 03:37:21,298 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 1 day, 4:19:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8512, loss: 0.8512, grad_norm: 5.7146 2021-06-20 03:37:32,441 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 1 day, 4:19:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9250, loss_cls: 0.8283, loss: 0.8283, grad_norm: 5.8267 2021-06-20 03:37:43,586 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 1 day, 4:19:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9013, loss: 0.9013, grad_norm: 5.8952 2021-06-20 03:37:54,744 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 1 day, 4:18:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9125, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.0461 2021-06-20 03:38:05,889 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 1 day, 4:18:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9336, loss_cls: 0.8277, loss: 0.8277, grad_norm: 6.0024 2021-06-20 03:38:17,025 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 1 day, 4:18:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9329, loss: 0.9329, grad_norm: 5.8597 2021-06-20 03:38:28,174 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 1 day, 4:18:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8793, loss: 0.8793, grad_norm: 5.8432 2021-06-20 03:38:39,321 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 1 day, 4:18:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9273, loss_cls: 0.8896, loss: 0.8896, grad_norm: 5.8931 2021-06-20 03:38:50,463 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 1 day, 4:17:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.9309, loss: 0.9309, grad_norm: 5.8307 2021-06-20 03:39:01,607 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 1 day, 4:17:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8741, loss: 0.8741, grad_norm: 5.7681 2021-06-20 03:39:12,749 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 1 day, 4:17:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.8154, loss: 0.8154, grad_norm: 5.6836 2021-06-20 03:39:23,901 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 1 day, 4:17:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9227, loss_cls: 0.8382, loss: 0.8382, grad_norm: 5.7011 2021-06-20 03:39:35,047 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 1 day, 4:17:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9187, loss_cls: 0.8511, loss: 0.8511, grad_norm: 5.7563 2021-06-20 03:39:46,220 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 1 day, 4:16:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9641, loss: 0.9641, grad_norm: 6.1785 2021-06-20 03:39:57,339 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 1 day, 4:16:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8482, loss: 0.8482, grad_norm: 5.5630 2021-06-20 03:40:08,476 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 1 day, 4:16:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8490, loss: 0.8490, grad_norm: 5.5705 2021-06-20 03:40:19,625 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 1 day, 4:16:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9227, loss_cls: 0.8599, loss: 0.8599, grad_norm: 5.6944 2021-06-20 03:40:30,780 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 1 day, 4:16:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8713, loss: 0.8713, grad_norm: 5.9337 2021-06-20 03:40:41,939 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 1 day, 4:15:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8423, loss: 0.8423, grad_norm: 5.7997 2021-06-20 03:40:53,075 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 1 day, 4:15:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9344, loss_cls: 0.7986, loss: 0.7986, grad_norm: 5.6469 2021-06-20 03:41:04,215 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 1 day, 4:15:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9187, loss_cls: 0.8542, loss: 0.8542, grad_norm: 5.6767 2021-06-20 03:41:15,356 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 1 day, 4:15:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8553, loss: 0.8553, grad_norm: 5.8680 2021-06-20 03:41:26,497 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 1 day, 4:15:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9211, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.0189 2021-06-20 03:41:37,668 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 1 day, 4:14:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.1256 2021-06-20 03:41:48,789 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 1 day, 4:14:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9219, loss_cls: 0.8506, loss: 0.8506, grad_norm: 5.8280 2021-06-20 03:41:59,939 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 1 day, 4:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.1784 2021-06-20 03:42:12,787 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-06-20 03:43:50,068 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 1 day, 4:15:16, time: 4.837, data_time: 4.242, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.8760, loss: 0.8760, grad_norm: 5.7197 2021-06-20 03:44:01,213 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 1 day, 4:15:04, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.9014, loss: 0.9014, grad_norm: 6.0866 2021-06-20 03:44:12,315 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 1 day, 4:14:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9367, loss_cls: 0.8148, loss: 0.8148, grad_norm: 5.6727 2021-06-20 03:44:23,408 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 1 day, 4:14:40, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.8384, loss: 0.8384, grad_norm: 5.7411 2021-06-20 03:44:34,514 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 1 day, 4:14:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9344, loss_cls: 0.7758, loss: 0.7758, grad_norm: 5.4401 2021-06-20 03:44:45,659 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 1 day, 4:14:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.8393, loss: 0.8393, grad_norm: 5.6192 2021-06-20 03:44:56,787 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 1 day, 4:14:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.8972, loss: 0.8972, grad_norm: 6.0314 2021-06-20 03:45:08,171 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 1 day, 4:13:53, time: 0.568, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9328, loss_cls: 0.8513, loss: 0.8513, grad_norm: 5.9281 2021-06-20 03:45:19,294 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 1 day, 4:13:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7895, loss: 0.7895, grad_norm: 5.4752 2021-06-20 03:45:30,422 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 1 day, 4:13:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9250, loss_cls: 0.8314, loss: 0.8314, grad_norm: 5.6764 2021-06-20 03:45:41,561 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 1 day, 4:13:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9305, loss_cls: 0.8696, loss: 0.8696, grad_norm: 5.7988 2021-06-20 03:45:52,712 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 1 day, 4:13:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8214, loss: 0.8214, grad_norm: 5.6605 2021-06-20 03:46:03,869 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 1 day, 4:12:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9187, loss_cls: 0.8985, loss: 0.8985, grad_norm: 5.6274 2021-06-20 03:46:15,015 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 1 day, 4:12:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9281, loss_cls: 0.8556, loss: 0.8556, grad_norm: 5.8416 2021-06-20 03:46:26,151 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 1 day, 4:12:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9048, loss: 0.9048, grad_norm: 5.8754 2021-06-20 03:46:37,294 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 1 day, 4:12:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8352, loss: 0.8352, grad_norm: 5.8390 2021-06-20 03:46:48,433 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 1 day, 4:12:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8372, loss: 0.8372, grad_norm: 6.0200 2021-06-20 03:46:59,566 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 1 day, 4:11:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9242, loss_cls: 0.7970, loss: 0.7970, grad_norm: 5.4271 2021-06-20 03:47:10,700 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 1 day, 4:11:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8459, loss: 0.8459, grad_norm: 5.6858 2021-06-20 03:47:21,834 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 1 day, 4:11:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8591, loss: 0.8591, grad_norm: 5.6744 2021-06-20 03:47:32,988 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 1 day, 4:11:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9078, loss_cls: 0.9570, loss: 0.9570, grad_norm: 5.7599 2021-06-20 03:47:44,134 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 1 day, 4:11:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8448, loss: 0.8448, grad_norm: 5.5959 2021-06-20 03:47:55,292 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 1 day, 4:10:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9297, loss_cls: 0.8252, loss: 0.8252, grad_norm: 5.8944 2021-06-20 03:48:06,406 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 1 day, 4:10:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9385, loss: 0.9385, grad_norm: 5.9952 2021-06-20 03:48:17,543 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 1 day, 4:10:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9074, loss: 0.9074, grad_norm: 5.9251 2021-06-20 03:48:28,686 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 1 day, 4:10:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9352, loss_cls: 0.8073, loss: 0.8073, grad_norm: 5.7777 2021-06-20 03:48:39,833 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 1 day, 4:10:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8469, loss: 0.8469, grad_norm: 5.9118 2021-06-20 03:48:51,016 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 1 day, 4:09:56, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8467, loss: 0.8467, grad_norm: 5.8329 2021-06-20 03:49:02,100 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 1 day, 4:09:44, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7970, loss: 0.7970, grad_norm: 5.6009 2021-06-20 03:49:13,238 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 1 day, 4:09:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9273, loss_cls: 0.8226, loss: 0.8226, grad_norm: 5.6835 2021-06-20 03:49:24,382 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 1 day, 4:09:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8719, loss: 0.8719, grad_norm: 5.9360 2021-06-20 03:49:35,529 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 1 day, 4:09:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9383, loss_cls: 0.8321, loss: 0.8321, grad_norm: 5.8087 2021-06-20 03:49:46,692 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 1 day, 4:08:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8643, loss: 0.8643, grad_norm: 5.8658 2021-06-20 03:49:57,836 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 1 day, 4:08:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8349, loss: 0.8349, grad_norm: 5.6914 2021-06-20 03:50:08,963 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 1 day, 4:08:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8030, loss: 0.8030, grad_norm: 5.6094 2021-06-20 03:50:20,111 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 1 day, 4:08:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.0158 2021-06-20 03:50:31,250 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 1 day, 4:08:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9061, loss: 0.9061, grad_norm: 5.8877 2021-06-20 03:50:42,389 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 1 day, 4:07:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8434, loss: 0.8434, grad_norm: 5.8579 2021-06-20 03:50:53,524 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 1 day, 4:07:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.6111 2021-06-20 03:51:04,667 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 1 day, 4:07:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7715, loss: 0.7715, grad_norm: 5.5353 2021-06-20 03:51:15,750 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 1 day, 4:07:22, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8156, loss: 0.8156, grad_norm: 5.6572 2021-06-20 03:51:26,909 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 1 day, 4:07:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8815, loss: 0.8815, grad_norm: 5.9710 2021-06-20 03:51:38,058 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 1 day, 4:06:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.7984, loss: 0.7984, grad_norm: 5.7614 2021-06-20 03:51:49,188 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 1 day, 4:06:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9156, loss_cls: 0.8830, loss: 0.8830, grad_norm: 5.8120 2021-06-20 03:52:00,320 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 1 day, 4:06:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9336, loss_cls: 0.8010, loss: 0.8010, grad_norm: 5.6177 2021-06-20 03:52:11,462 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 1 day, 4:06:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7755, loss: 0.7755, grad_norm: 5.7005 2021-06-20 03:52:22,590 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 1 day, 4:06:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9250, loss_cls: 0.8456, loss: 0.8456, grad_norm: 5.6124 2021-06-20 03:52:33,723 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 1 day, 4:05:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.8923, loss: 0.8923, grad_norm: 5.8347 2021-06-20 03:52:44,841 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 1 day, 4:05:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.9089 2021-06-20 03:52:55,981 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 1 day, 4:05:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9234, loss_cls: 0.8615, loss: 0.8615, grad_norm: 5.8299 2021-06-20 03:53:07,133 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 1 day, 4:05:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8844, loss: 0.8844, grad_norm: 6.0834 2021-06-20 03:53:18,281 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 1 day, 4:05:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.8092, loss: 0.8092, grad_norm: 5.7269 2021-06-20 03:53:29,434 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 1 day, 4:05:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9336, loss_cls: 0.8237, loss: 0.8237, grad_norm: 5.6961 2021-06-20 03:53:40,582 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 1 day, 4:04:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8777, loss: 0.8777, grad_norm: 5.8645 2021-06-20 03:53:51,728 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 1 day, 4:04:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9430, loss_cls: 0.8092, loss: 0.8092, grad_norm: 5.8641 2021-06-20 03:54:02,887 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 1 day, 4:04:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8420, loss: 0.8420, grad_norm: 5.7672 2021-06-20 03:54:14,037 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 1 day, 4:04:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.8890, loss: 0.8890, grad_norm: 6.1119 2021-06-20 03:54:25,176 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 1 day, 4:04:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9469, loss_cls: 0.7484, loss: 0.7484, grad_norm: 5.5862 2021-06-20 03:54:36,295 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 1 day, 4:03:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8264, loss: 0.8264, grad_norm: 5.7531 2021-06-20 03:54:47,429 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 1 day, 4:03:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9242, loss_cls: 0.8589, loss: 0.8589, grad_norm: 5.5852 2021-06-20 03:54:58,561 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 1 day, 4:03:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.5533 2021-06-20 03:55:09,685 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 1 day, 4:03:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9367, loss_cls: 0.8174, loss: 0.8174, grad_norm: 5.8487 2021-06-20 03:55:20,805 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 1 day, 4:03:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9281, loss_cls: 0.7848, loss: 0.7848, grad_norm: 5.5556 2021-06-20 03:55:31,936 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 1 day, 4:02:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8568, loss: 0.8568, grad_norm: 5.8332 2021-06-20 03:55:43,076 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 1 day, 4:02:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8470, loss: 0.8470, grad_norm: 5.8634 2021-06-20 03:55:54,221 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 1 day, 4:02:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9258, loss_cls: 0.7816, loss: 0.7816, grad_norm: 5.6757 2021-06-20 03:56:05,374 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 1 day, 4:02:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8830, loss: 0.8830, grad_norm: 5.8741 2021-06-20 03:56:16,468 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 1 day, 4:02:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.8877, loss: 0.8877, grad_norm: 5.9115 2021-06-20 03:56:27,616 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 1 day, 4:01:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.1896 2021-06-20 03:56:38,788 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 1 day, 4:01:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9437, loss_cls: 0.7705, loss: 0.7705, grad_norm: 5.6158 2021-06-20 03:56:49,933 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 1 day, 4:01:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9013, loss: 0.9013, grad_norm: 5.9181 2021-06-20 03:57:01,079 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 1 day, 4:01:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.1420 2021-06-20 03:57:12,228 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 1 day, 4:01:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.8391, loss: 0.8391, grad_norm: 5.8315 2021-06-20 03:57:23,368 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 1 day, 4:00:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7732, loss: 0.7732, grad_norm: 5.6665 2021-06-20 03:57:34,508 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 1 day, 4:00:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9187, loss_cls: 0.8929, loss: 0.8929, grad_norm: 5.7915 2021-06-20 03:57:45,666 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 1 day, 4:00:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9023, loss: 0.9023, grad_norm: 6.0653 2021-06-20 03:57:56,834 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 1 day, 4:00:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.5716 2021-06-20 03:58:07,973 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 1 day, 4:00:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9414, loss_cls: 0.8105, loss: 0.8105, grad_norm: 5.7992 2021-06-20 03:58:19,113 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 1 day, 3:59:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8618, loss: 0.8618, grad_norm: 5.8664 2021-06-20 03:58:30,233 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 1 day, 3:59:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9195, loss_cls: 0.8962, loss: 0.8962, grad_norm: 5.8743 2021-06-20 03:58:41,364 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 1 day, 3:59:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9191, loss: 0.9191, grad_norm: 5.9412 2021-06-20 03:58:52,531 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 1 day, 3:59:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9305, loss_cls: 0.8223, loss: 0.8223, grad_norm: 5.5964 2021-06-20 03:59:03,687 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 1 day, 3:59:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9336, loss_cls: 0.8726, loss: 0.8726, grad_norm: 5.8931 2021-06-20 03:59:14,805 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 1 day, 3:58:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9250, loss_cls: 0.8575, loss: 0.8575, grad_norm: 5.8333 2021-06-20 03:59:25,933 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 1 day, 3:58:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9195, loss_cls: 0.8986, loss: 0.8986, grad_norm: 5.8800 2021-06-20 03:59:37,071 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 1 day, 3:58:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9297, loss_cls: 0.7930, loss: 0.7930, grad_norm: 5.5352 2021-06-20 03:59:48,204 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 1 day, 3:58:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9187, loss_cls: 0.9319, loss: 0.9319, grad_norm: 5.9935 2021-06-20 03:59:59,348 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 1 day, 3:58:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.8388, loss: 0.8388, grad_norm: 5.8834 2021-06-20 04:00:10,501 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 1 day, 3:57:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.9178, loss: 0.9178, grad_norm: 5.9488 2021-06-20 04:00:21,611 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 1 day, 3:57:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9222, loss: 0.9222, grad_norm: 5.9911 2021-06-20 04:00:32,731 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 1 day, 3:57:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9406, loss_cls: 0.7868, loss: 0.7868, grad_norm: 5.8114 2021-06-20 04:00:43,868 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 1 day, 3:57:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.8094 2021-06-20 04:00:55,012 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 1 day, 3:57:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9352, loss_cls: 0.8255, loss: 0.8255, grad_norm: 5.5154 2021-06-20 04:01:06,182 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 1 day, 3:56:54, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.8676, loss: 0.8676, grad_norm: 5.7621 2021-06-20 04:01:17,275 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 1 day, 3:56:42, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.1051 2021-06-20 04:01:28,431 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 1 day, 3:56:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.0092 2021-06-20 04:01:39,576 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 1 day, 3:56:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9195, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.1088 2021-06-20 04:01:50,719 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 1 day, 3:56:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9344, loss_cls: 0.8121, loss: 0.8121, grad_norm: 5.7819 2021-06-20 04:02:01,862 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 1 day, 3:55:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8674, loss: 0.8674, grad_norm: 5.6345 2021-06-20 04:02:12,997 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 1 day, 3:55:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.8101, loss: 0.8101, grad_norm: 5.5467 2021-06-20 04:02:24,128 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 1 day, 3:55:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8819, loss: 0.8819, grad_norm: 5.7967 2021-06-20 04:02:35,281 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 1 day, 3:55:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.8550, loss: 0.8550, grad_norm: 5.6421 2021-06-20 04:02:46,419 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 1 day, 3:55:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9313, loss_cls: 0.8990, loss: 0.8990, grad_norm: 5.8180 2021-06-20 04:02:57,572 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 1 day, 3:54:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.8594, loss: 0.8594, grad_norm: 5.8204 2021-06-20 04:03:08,741 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 1 day, 3:54:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8092, loss: 0.8092, grad_norm: 5.6983 2021-06-20 04:03:19,868 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 1 day, 3:54:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9391, loss_cls: 0.8109, loss: 0.8109, grad_norm: 5.6473 2021-06-20 04:03:31,043 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 1 day, 3:54:20, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9514, loss: 0.9514, grad_norm: 6.0892 2021-06-20 04:03:42,133 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 1 day, 3:54:08, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.8851, loss: 0.8851, grad_norm: 5.9479 2021-06-20 04:03:53,283 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 1 day, 3:53:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.9314, loss: 0.9314, grad_norm: 5.9846 2021-06-20 04:04:04,429 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 1 day, 3:53:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9281, loss_cls: 0.8887, loss: 0.8887, grad_norm: 6.0904 2021-06-20 04:04:15,581 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 1 day, 3:53:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8190, loss: 0.8190, grad_norm: 5.7190 2021-06-20 04:04:26,718 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 1 day, 3:53:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8579, loss: 0.8579, grad_norm: 5.6607 2021-06-20 04:04:37,875 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 1 day, 3:53:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8189, loss: 0.8189, grad_norm: 5.8689 2021-06-20 04:04:49,037 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 1 day, 3:52:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8742, loss: 0.8742, grad_norm: 6.0028 2021-06-20 04:05:00,192 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 1 day, 3:52:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9180, loss_cls: 0.8612, loss: 0.8612, grad_norm: 5.7005 2021-06-20 04:05:11,360 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 1 day, 3:52:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9289, loss_cls: 0.7875, loss: 0.7875, grad_norm: 5.4812 2021-06-20 04:05:22,482 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 1 day, 3:52:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9098, loss: 0.9098, grad_norm: 5.8981 2021-06-20 04:05:33,611 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 1 day, 3:52:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9187, loss_cls: 0.9278, loss: 0.9278, grad_norm: 6.0739 2021-06-20 04:05:44,750 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 1 day, 3:51:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9383, loss_cls: 0.8162, loss: 0.8162, grad_norm: 6.0225 2021-06-20 04:05:55,897 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 1 day, 3:51:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9305, loss_cls: 0.8039, loss: 0.8039, grad_norm: 5.6421 2021-06-20 04:06:07,070 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 1 day, 3:51:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9391, loss_cls: 0.7611, loss: 0.7611, grad_norm: 5.5791 2021-06-20 04:06:18,167 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 1 day, 3:51:22, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9133, loss_cls: 0.8750, loss: 0.8750, grad_norm: 5.9156 2021-06-20 04:06:29,323 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 1 day, 3:51:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.9442, loss: 0.9442, grad_norm: 6.1719 2021-06-20 04:06:40,476 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 1 day, 3:50:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.7833, loss: 0.7833, grad_norm: 5.6496 2021-06-20 04:06:51,627 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 1 day, 3:50:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7941, loss: 0.7941, grad_norm: 5.5247 2021-06-20 04:07:02,767 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 1 day, 3:50:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9391, loss_cls: 0.8163, loss: 0.8163, grad_norm: 5.7501 2021-06-20 04:07:13,926 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 1 day, 3:50:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8455, loss: 0.8455, grad_norm: 5.7803 2021-06-20 04:07:25,071 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 1 day, 3:50:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9406, loss_cls: 0.8189, loss: 0.8189, grad_norm: 5.8229 2021-06-20 04:07:36,209 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 1 day, 3:49:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8121, loss: 0.8121, grad_norm: 5.8535 2021-06-20 04:07:47,357 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 1 day, 3:49:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9359, loss_cls: 0.8027, loss: 0.8027, grad_norm: 5.7270 2021-06-20 04:07:58,497 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 1 day, 3:49:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8462, loss: 0.8462, grad_norm: 5.7191 2021-06-20 04:08:09,650 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 1 day, 3:49:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9273, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.1888 2021-06-20 04:08:20,783 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 1 day, 3:49:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8531, loss: 0.8531, grad_norm: 6.1394 2021-06-20 04:08:31,900 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 1 day, 3:49:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8671, loss: 0.8671, grad_norm: 5.8067 2021-06-20 04:08:43,049 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 1 day, 3:48:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9250, loss_cls: 0.8398, loss: 0.8398, grad_norm: 5.7088 2021-06-20 04:08:54,189 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 1 day, 3:48:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9406, loss_cls: 0.8117, loss: 0.8117, grad_norm: 5.8765 2021-06-20 04:09:05,340 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 1 day, 3:48:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.7434 2021-06-20 04:09:16,480 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 1 day, 3:48:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9195, loss_cls: 0.8774, loss: 0.8774, grad_norm: 5.8346 2021-06-20 04:09:27,619 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 1 day, 3:48:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.8016, loss: 0.8016, grad_norm: 5.7583 2021-06-20 04:09:38,739 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 1 day, 3:47:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9258, loss_cls: 0.8573, loss: 0.8573, grad_norm: 6.0489 2021-06-20 04:09:49,880 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 1 day, 3:47:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9273, loss_cls: 0.8682, loss: 0.8682, grad_norm: 6.1072 2021-06-20 04:10:01,034 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 1 day, 3:47:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.8231, loss: 0.8231, grad_norm: 5.9059 2021-06-20 04:10:12,192 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 1 day, 3:47:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9234, loss_cls: 0.8726, loss: 0.8726, grad_norm: 5.8670 2021-06-20 04:10:23,335 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 1 day, 3:47:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.8944, loss: 0.8944, grad_norm: 6.0278 2021-06-20 04:10:34,450 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 1 day, 3:46:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.8859, loss: 0.8859, grad_norm: 6.0356 2021-06-20 04:10:45,595 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 1 day, 3:46:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9012, loss: 0.9012, grad_norm: 5.9590 2021-06-20 04:10:56,743 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 1 day, 3:46:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8580, loss: 0.8580, grad_norm: 6.0725 2021-06-20 04:11:07,849 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 1 day, 3:46:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.8863, loss: 0.8863, grad_norm: 6.0894 2021-06-20 04:11:18,977 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 1 day, 3:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9281, loss_cls: 0.8745, loss: 0.8745, grad_norm: 5.9098 2021-06-20 04:11:30,107 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 1 day, 3:45:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.7940, loss: 0.7940, grad_norm: 5.5818 2021-06-20 04:11:41,226 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 1 day, 3:45:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7792, loss: 0.7792, grad_norm: 5.5307 2021-06-20 04:11:52,371 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 1 day, 3:45:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8729, loss: 0.8729, grad_norm: 5.8316 2021-06-20 04:12:03,498 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 1 day, 3:45:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9250, loss_cls: 0.8416, loss: 0.8416, grad_norm: 5.8248 2021-06-20 04:12:14,631 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 1 day, 3:45:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8036, loss: 0.8036, grad_norm: 5.7347 2021-06-20 04:12:25,768 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 1 day, 3:44:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9219, loss_cls: 0.8570, loss: 0.8570, grad_norm: 5.7559 2021-06-20 04:12:36,915 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 1 day, 3:44:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.7946, loss: 0.7946, grad_norm: 5.6872 2021-06-20 04:12:48,061 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 1 day, 3:44:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8062, loss: 0.8062, grad_norm: 5.6418 2021-06-20 04:12:59,205 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 1 day, 3:44:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8475, loss: 0.8475, grad_norm: 5.9154 2021-06-20 04:13:10,360 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 1 day, 3:44:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8553, loss: 0.8553, grad_norm: 5.8680 2021-06-20 04:13:21,498 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 1 day, 3:43:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7607, loss: 0.7607, grad_norm: 5.3430 2021-06-20 04:13:32,657 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 1 day, 3:43:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9266, loss_cls: 0.8076, loss: 0.8076, grad_norm: 5.6263 2021-06-20 04:13:43,800 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 1 day, 3:43:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8387, loss: 0.8387, grad_norm: 5.6917 2021-06-20 04:13:54,935 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 1 day, 3:43:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8213, loss: 0.8213, grad_norm: 5.7794 2021-06-20 04:14:06,078 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 1 day, 3:43:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8454, loss: 0.8454, grad_norm: 5.8011 2021-06-20 04:14:17,170 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 1 day, 3:42:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8170, loss: 0.8170, grad_norm: 5.6036 2021-06-20 04:14:28,316 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 1 day, 3:42:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8586, loss: 0.8586, grad_norm: 5.8849 2021-06-20 04:14:39,442 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 1 day, 3:42:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.7769, loss: 0.7769, grad_norm: 5.4050 2021-06-20 04:14:50,584 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 1 day, 3:42:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9344, loss_cls: 0.8393, loss: 0.8393, grad_norm: 5.9275 2021-06-20 04:15:01,739 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 1 day, 3:42:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9406, loss_cls: 0.8090, loss: 0.8090, grad_norm: 5.7507 2021-06-20 04:15:12,898 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 1 day, 3:41:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9159, loss: 0.9159, grad_norm: 5.9060 2021-06-20 04:15:24,003 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 1 day, 3:41:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9102, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.1009 2021-06-20 04:15:35,152 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 1 day, 3:41:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9180, loss_cls: 0.8483, loss: 0.8483, grad_norm: 5.8083 2021-06-20 04:15:46,292 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 1 day, 3:41:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9156, loss_cls: 0.9274, loss: 0.9274, grad_norm: 5.9794 2021-06-20 04:15:57,454 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 1 day, 3:41:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9367, loss_cls: 0.8002, loss: 0.8002, grad_norm: 5.8258 2021-06-20 04:16:08,599 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 1 day, 3:40:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8713, loss: 0.8713, grad_norm: 5.9679 2021-06-20 04:16:19,746 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 1 day, 3:40:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8992, loss: 0.8992, grad_norm: 6.0051 2021-06-20 04:16:30,899 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 1 day, 3:40:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9297, loss_cls: 0.8470, loss: 0.8470, grad_norm: 5.8247 2021-06-20 04:16:42,033 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 1 day, 3:40:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9305, loss_cls: 0.8595, loss: 0.8595, grad_norm: 5.8752 2021-06-20 04:16:53,174 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 1 day, 3:40:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9305, loss_cls: 0.8109, loss: 0.8109, grad_norm: 5.8231 2021-06-20 04:17:04,315 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 1 day, 3:39:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.8785, loss: 0.8785, grad_norm: 6.0752 2021-06-20 04:17:15,456 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 1 day, 3:39:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8785, loss: 0.8785, grad_norm: 5.7858 2021-06-20 04:17:26,588 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 1 day, 3:39:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9352, loss_cls: 0.8455, loss: 0.8455, grad_norm: 5.8721 2021-06-20 04:17:37,712 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 1 day, 3:39:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8426, loss: 0.8426, grad_norm: 5.8905 2021-06-20 04:17:48,846 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 1 day, 3:39:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8848, loss: 0.8848, grad_norm: 5.8896 2021-06-20 04:17:59,984 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 1 day, 3:38:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8596, loss: 0.8596, grad_norm: 5.7405 2021-06-20 04:18:11,148 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 1 day, 3:38:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.0724 2021-06-20 04:18:22,258 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 1 day, 3:38:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9367, loss_cls: 0.8196, loss: 0.8196, grad_norm: 5.7066 2021-06-20 04:18:40,180 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-06-20 04:20:41,824 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 1 day, 3:39:36, time: 6.042, data_time: 5.281, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8692, loss: 0.8692, grad_norm: 5.9456 2021-06-20 04:20:52,942 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 1 day, 3:39:24, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.7932, loss: 0.7932, grad_norm: 5.7071 2021-06-20 04:21:04,057 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 1 day, 3:39:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9195, loss_cls: 0.8489, loss: 0.8489, grad_norm: 5.7027 2021-06-20 04:21:15,152 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 1 day, 3:39:00, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9289, loss_cls: 0.8275, loss: 0.8275, grad_norm: 5.7121 2021-06-20 04:21:26,245 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 1 day, 3:38:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9289, loss_cls: 0.8137, loss: 0.8137, grad_norm: 5.5853 2021-06-20 04:21:37,370 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 1 day, 3:38:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8496, loss: 0.8496, grad_norm: 6.0938 2021-06-20 04:21:48,481 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 1 day, 3:38:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9242, loss_cls: 0.8332, loss: 0.8332, grad_norm: 5.6260 2021-06-20 04:21:59,611 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 1 day, 3:38:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.9399 2021-06-20 04:22:10,721 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 1 day, 3:38:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8588, loss: 0.8588, grad_norm: 5.9642 2021-06-20 04:22:21,841 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 1 day, 3:37:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9453, loss_cls: 0.7773, loss: 0.7773, grad_norm: 5.7608 2021-06-20 04:22:32,952 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 1 day, 3:37:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.8095, loss: 0.8095, grad_norm: 5.5775 2021-06-20 04:22:44,116 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 1 day, 3:37:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8353, loss: 0.8353, grad_norm: 5.8938 2021-06-20 04:22:55,241 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 1 day, 3:37:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8132, loss: 0.8132, grad_norm: 5.7461 2021-06-20 04:23:06,380 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 1 day, 3:37:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9406, loss_cls: 0.8073, loss: 0.8073, grad_norm: 5.7285 2021-06-20 04:23:17,483 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 1 day, 3:36:50, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.1769 2021-06-20 04:23:28,635 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 1 day, 3:36:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8707, loss: 0.8707, grad_norm: 5.9165 2021-06-20 04:23:39,773 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 1 day, 3:36:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8791, loss: 0.8791, grad_norm: 5.9094 2021-06-20 04:23:50,935 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 1 day, 3:36:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9336, loss_cls: 0.7877, loss: 0.7877, grad_norm: 5.7609 2021-06-20 04:24:02,059 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 1 day, 3:36:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7766, loss: 0.7766, grad_norm: 5.7905 2021-06-20 04:24:13,207 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 1 day, 3:35:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8397, loss: 0.8397, grad_norm: 5.6533 2021-06-20 04:24:24,323 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 1 day, 3:35:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9203, loss_cls: 0.8808, loss: 0.8808, grad_norm: 5.9011 2021-06-20 04:24:35,479 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 1 day, 3:35:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8443, loss: 0.8443, grad_norm: 5.9627 2021-06-20 04:24:46,646 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 1 day, 3:35:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9164, loss_cls: 0.9241, loss: 0.9241, grad_norm: 5.9473 2021-06-20 04:24:57,786 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 1 day, 3:35:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8900, loss: 0.8900, grad_norm: 5.9661 2021-06-20 04:25:08,964 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 1 day, 3:34:51, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.1383 2021-06-20 04:25:20,112 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 1 day, 3:34:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9195, loss_cls: 0.8706, loss: 0.8706, grad_norm: 5.8660 2021-06-20 04:25:31,286 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 1 day, 3:34:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.7850, loss: 0.7850, grad_norm: 5.6314 2021-06-20 04:25:42,391 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 1 day, 3:34:16, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8679, loss: 0.8679, grad_norm: 5.8044 2021-06-20 04:25:53,530 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 1 day, 3:34:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8007, loss: 0.8007, grad_norm: 5.6205 2021-06-20 04:26:04,680 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 1 day, 3:33:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8437, loss: 0.8437, grad_norm: 5.8651 2021-06-20 04:26:15,842 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 1 day, 3:33:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.8822, loss: 0.8822, grad_norm: 5.9496 2021-06-20 04:26:26,996 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 1 day, 3:33:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.8099, loss: 0.8099, grad_norm: 5.6809 2021-06-20 04:26:38,147 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 1 day, 3:33:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.0133 2021-06-20 04:26:49,288 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 1 day, 3:33:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8578, loss: 0.8578, grad_norm: 6.1331 2021-06-20 04:27:00,429 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 1 day, 3:32:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.0774 2021-06-20 04:27:11,575 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 1 day, 3:32:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9328, loss_cls: 0.8151, loss: 0.8151, grad_norm: 5.9440 2021-06-20 04:27:22,706 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 1 day, 3:32:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8686, loss: 0.8686, grad_norm: 5.9691 2021-06-20 04:27:33,839 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 1 day, 3:32:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8252, loss: 0.8252, grad_norm: 5.7606 2021-06-20 04:27:44,986 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 1 day, 3:32:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8726, loss: 0.8726, grad_norm: 5.9662 2021-06-20 04:27:56,112 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 1 day, 3:31:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.8540, loss: 0.8540, grad_norm: 5.9588 2021-06-20 04:28:07,244 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 1 day, 3:31:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8136, loss: 0.8136, grad_norm: 5.8462 2021-06-20 04:28:18,373 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 1 day, 3:31:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.8020, loss: 0.8020, grad_norm: 5.8797 2021-06-20 04:28:29,506 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 1 day, 3:31:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8803, loss: 0.8803, grad_norm: 5.8489 2021-06-20 04:28:40,647 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 1 day, 3:31:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8604, loss: 0.8604, grad_norm: 5.8900 2021-06-20 04:28:51,806 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 1 day, 3:30:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9359, loss_cls: 0.8109, loss: 0.8109, grad_norm: 5.9402 2021-06-20 04:29:02,953 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 1 day, 3:30:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8645, loss: 0.8645, grad_norm: 5.9963 2021-06-20 04:29:14,126 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 1 day, 3:30:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8306, loss: 0.8306, grad_norm: 5.8220 2021-06-20 04:29:25,253 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 1 day, 3:30:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9180, loss_cls: 0.8685, loss: 0.8685, grad_norm: 5.5548 2021-06-20 04:29:36,380 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 1 day, 3:30:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9250, loss_cls: 0.8324, loss: 0.8324, grad_norm: 5.6136 2021-06-20 04:29:47,541 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 1 day, 3:29:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.8566, loss: 0.8566, grad_norm: 5.7260 2021-06-20 04:29:58,682 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 1 day, 3:29:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8820, loss: 0.8820, grad_norm: 5.9745 2021-06-20 04:30:09,920 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 1 day, 3:29:32, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9352, loss_cls: 0.8667, loss: 0.8667, grad_norm: 6.1147 2021-06-20 04:30:21,051 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 1 day, 3:29:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8283, loss: 0.8283, grad_norm: 5.8218 2021-06-20 04:30:32,178 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 1 day, 3:29:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8238, loss: 0.8238, grad_norm: 5.9374 2021-06-20 04:30:43,331 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 1 day, 3:28:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9219, loss_cls: 0.8537, loss: 0.8537, grad_norm: 5.8960 2021-06-20 04:30:54,452 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 1 day, 3:28:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8015, loss: 0.8015, grad_norm: 5.5909 2021-06-20 04:31:05,596 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 1 day, 3:28:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9266, loss_cls: 0.8484, loss: 0.8484, grad_norm: 5.7698 2021-06-20 04:31:16,726 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 1 day, 3:28:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9320, loss_cls: 0.8377, loss: 0.8377, grad_norm: 5.8660 2021-06-20 04:31:27,893 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 1 day, 3:28:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.7984, loss: 0.7984, grad_norm: 5.6874 2021-06-20 04:31:39,048 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 1 day, 3:27:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8243, loss: 0.8243, grad_norm: 5.9189 2021-06-20 04:31:50,191 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 1 day, 3:27:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.0666 2021-06-20 04:32:01,331 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 1 day, 3:27:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.1334 2021-06-20 04:32:12,469 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 1 day, 3:27:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8121, loss: 0.8121, grad_norm: 5.7630 2021-06-20 04:32:23,611 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 1 day, 3:27:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9453, loss_cls: 0.7827, loss: 0.7827, grad_norm: 5.7484 2021-06-20 04:32:34,755 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 1 day, 3:26:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9095, loss: 0.9095, grad_norm: 5.8974 2021-06-20 04:32:45,957 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 1 day, 3:26:46, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8596, loss: 0.8596, grad_norm: 5.9712 2021-06-20 04:32:57,044 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 1 day, 3:26:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9234, loss_cls: 0.8231, loss: 0.8231, grad_norm: 5.6461 2021-06-20 04:33:08,185 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 1 day, 3:26:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9352, loss_cls: 0.8337, loss: 0.8337, grad_norm: 5.9836 2021-06-20 04:33:19,334 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 1 day, 3:26:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.9191, loss: 0.9191, grad_norm: 6.0948 2021-06-20 04:33:30,479 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 1 day, 3:25:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8602, loss: 0.8602, grad_norm: 5.8733 2021-06-20 04:33:41,612 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 1 day, 3:25:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9281, loss_cls: 0.8049, loss: 0.8049, grad_norm: 5.6350 2021-06-20 04:33:52,751 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 1 day, 3:25:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.7971, loss: 0.7971, grad_norm: 5.9359 2021-06-20 04:34:03,886 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 1 day, 3:25:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.8101, loss: 0.8101, grad_norm: 5.7214 2021-06-20 04:34:15,035 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 1 day, 3:25:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9305, loss_cls: 0.8553, loss: 0.8553, grad_norm: 5.8020 2021-06-20 04:34:26,170 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 1 day, 3:24:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8965, loss: 0.8965, grad_norm: 5.8967 2021-06-20 04:34:37,319 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 1 day, 3:24:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9219, loss_cls: 0.8694, loss: 0.8694, grad_norm: 5.7958 2021-06-20 04:34:48,473 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 1 day, 3:24:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8386, loss: 0.8386, grad_norm: 5.9111 2021-06-20 04:34:59,596 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 1 day, 3:24:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.8354 2021-06-20 04:35:10,759 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 1 day, 3:24:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8426, loss: 0.8426, grad_norm: 5.8107 2021-06-20 04:35:21,898 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 1 day, 3:24:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9172, loss_cls: 0.8918, loss: 0.8918, grad_norm: 6.0220 2021-06-20 04:35:33,049 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 1 day, 3:23:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.8755, loss: 0.8755, grad_norm: 6.1232 2021-06-20 04:35:44,185 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 1 day, 3:23:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9227, loss_cls: 0.8600, loss: 0.8600, grad_norm: 5.9658 2021-06-20 04:35:55,304 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 1 day, 3:23:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9211, loss_cls: 0.8580, loss: 0.8580, grad_norm: 5.8477 2021-06-20 04:36:06,446 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 1 day, 3:23:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9336, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.1062 2021-06-20 04:36:17,545 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 1 day, 3:23:01, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8896, loss: 0.8896, grad_norm: 5.7804 2021-06-20 04:36:28,686 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 1 day, 3:22:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8450, loss: 0.8450, grad_norm: 5.9410 2021-06-20 04:36:39,846 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 1 day, 3:22:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9289, loss_cls: 0.8097, loss: 0.8097, grad_norm: 5.7799 2021-06-20 04:36:50,983 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 1 day, 3:22:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8373, loss: 0.8373, grad_norm: 5.7368 2021-06-20 04:37:02,121 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 1 day, 3:22:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9234, loss_cls: 0.8510, loss: 0.8510, grad_norm: 5.7019 2021-06-20 04:37:13,265 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 1 day, 3:22:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8590, loss: 0.8590, grad_norm: 6.0522 2021-06-20 04:37:24,403 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 1 day, 3:21:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8807, loss: 0.8807, grad_norm: 6.0854 2021-06-20 04:37:35,540 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 1 day, 3:21:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.8229, loss: 0.8229, grad_norm: 5.8706 2021-06-20 04:37:46,672 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 1 day, 3:21:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8546, loss: 0.8546, grad_norm: 5.9308 2021-06-20 04:37:57,835 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 1 day, 3:21:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7909, loss: 0.7909, grad_norm: 5.7377 2021-06-20 04:38:08,980 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 1 day, 3:21:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8156, loss: 0.8156, grad_norm: 5.7532 2021-06-20 04:38:20,117 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 1 day, 3:20:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.8064, loss: 0.8064, grad_norm: 5.6294 2021-06-20 04:38:31,267 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 1 day, 3:20:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.9113, loss: 0.9113, grad_norm: 5.9645 2021-06-20 04:38:42,396 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 1 day, 3:20:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.0179 2021-06-20 04:38:53,538 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 1 day, 3:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.8573, loss: 0.8573, grad_norm: 5.6751 2021-06-20 04:39:04,689 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 1 day, 3:20:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8165, loss: 0.8165, grad_norm: 5.9751 2021-06-20 04:39:15,829 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 1 day, 3:19:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8000, loss: 0.8000, grad_norm: 5.5972 2021-06-20 04:39:26,984 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 1 day, 3:19:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8350, loss: 0.8350, grad_norm: 5.8472 2021-06-20 04:39:38,124 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 1 day, 3:19:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.8730, loss: 0.8730, grad_norm: 6.0405 2021-06-20 04:39:49,268 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 1 day, 3:19:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9406, loss_cls: 0.7653, loss: 0.7653, grad_norm: 5.4090 2021-06-20 04:40:00,422 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 1 day, 3:19:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.8728, loss: 0.8728, grad_norm: 5.9827 2021-06-20 04:40:11,580 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 1 day, 3:18:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8877, loss: 0.8877, grad_norm: 5.9810 2021-06-20 04:40:22,707 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 1 day, 3:18:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9383, loss_cls: 0.7956, loss: 0.7956, grad_norm: 5.7110 2021-06-20 04:40:33,848 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 1 day, 3:18:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.8812, loss: 0.8812, grad_norm: 5.9582 2021-06-20 04:40:44,982 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 1 day, 3:18:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.8544, loss: 0.8544, grad_norm: 5.7735 2021-06-20 04:40:56,129 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 1 day, 3:18:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9141, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.0165 2021-06-20 04:41:07,253 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 1 day, 3:17:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8123, loss: 0.8123, grad_norm: 5.7163 2021-06-20 04:41:18,389 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 1 day, 3:17:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9273, loss_cls: 0.7838, loss: 0.7838, grad_norm: 5.6314 2021-06-20 04:41:29,534 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 1 day, 3:17:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7945, loss: 0.7945, grad_norm: 5.7534 2021-06-20 04:41:40,700 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 1 day, 3:17:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9320, loss_cls: 0.8067, loss: 0.8067, grad_norm: 5.8259 2021-06-20 04:41:51,843 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 1 day, 3:17:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7590, loss: 0.7590, grad_norm: 5.4680 2021-06-20 04:42:02,996 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 1 day, 3:16:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.8137, loss: 0.8137, grad_norm: 5.5699 2021-06-20 04:42:14,138 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 1 day, 3:16:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9273, loss_cls: 0.8594, loss: 0.8594, grad_norm: 5.8099 2021-06-20 04:42:25,278 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 1 day, 3:16:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9164, loss_cls: 0.8142, loss: 0.8142, grad_norm: 5.7023 2021-06-20 04:42:36,421 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 1 day, 3:16:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9414, loss_cls: 0.7823, loss: 0.7823, grad_norm: 5.6538 2021-06-20 04:42:47,570 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 1 day, 3:16:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.7950, loss: 0.7950, grad_norm: 5.8072 2021-06-20 04:42:58,723 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 1 day, 3:15:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9234, loss_cls: 0.8291, loss: 0.8291, grad_norm: 5.6757 2021-06-20 04:43:09,841 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 1 day, 3:15:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8460, loss: 0.8460, grad_norm: 5.8403 2021-06-20 04:43:20,972 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 1 day, 3:15:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8694, loss: 0.8694, grad_norm: 5.8963 2021-06-20 04:43:32,118 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 1 day, 3:15:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9148, loss_cls: 0.9183, loss: 0.9183, grad_norm: 6.2340 2021-06-20 04:43:43,254 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 1 day, 3:15:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8281, loss: 0.8281, grad_norm: 6.0404 2021-06-20 04:43:54,410 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 1 day, 3:14:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.1255 2021-06-20 04:44:05,553 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 1 day, 3:14:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8453, loss: 0.8453, grad_norm: 5.8505 2021-06-20 04:44:16,695 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 1 day, 3:14:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9047, loss_cls: 0.9011, loss: 0.9011, grad_norm: 5.8285 2021-06-20 04:44:27,834 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 1 day, 3:14:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9070, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.0331 2021-06-20 04:44:39,000 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 1 day, 3:14:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.8118, loss: 0.8118, grad_norm: 5.7368 2021-06-20 04:44:50,146 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 1 day, 3:13:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8890, loss: 0.8890, grad_norm: 5.7726 2021-06-20 04:45:01,283 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 1 day, 3:13:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9406, loss_cls: 0.8253, loss: 0.8253, grad_norm: 5.9891 2021-06-20 04:45:12,429 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 1 day, 3:13:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8815, loss: 0.8815, grad_norm: 6.2217 2021-06-20 04:45:23,562 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 1 day, 3:13:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.0973 2021-06-20 04:45:34,723 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 1 day, 3:13:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.8695, loss: 0.8695, grad_norm: 6.1177 2021-06-20 04:45:45,882 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 1 day, 3:12:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.8001, loss: 0.8001, grad_norm: 5.8722 2021-06-20 04:45:57,008 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 1 day, 3:12:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8356, loss: 0.8356, grad_norm: 5.9447 2021-06-20 04:46:08,146 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 1 day, 3:12:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9273, loss_cls: 0.8625, loss: 0.8625, grad_norm: 5.9881 2021-06-20 04:46:19,281 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 1 day, 3:12:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8517, loss: 0.8517, grad_norm: 5.9380 2021-06-20 04:46:30,445 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 1 day, 3:12:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.8793, loss: 0.8793, grad_norm: 5.9159 2021-06-20 04:46:41,595 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 1 day, 3:11:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8451, loss: 0.8451, grad_norm: 5.9472 2021-06-20 04:46:52,732 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 1 day, 3:11:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9203, loss_cls: 0.8584, loss: 0.8584, grad_norm: 5.8343 2021-06-20 04:47:03,899 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 1 day, 3:11:34, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9164, loss_cls: 0.8387, loss: 0.8387, grad_norm: 5.5714 2021-06-20 04:47:15,046 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 1 day, 3:11:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8654, loss: 0.8654, grad_norm: 5.9791 2021-06-20 04:47:26,189 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 1 day, 3:11:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9328, loss_cls: 0.8406, loss: 0.8406, grad_norm: 5.8224 2021-06-20 04:47:37,348 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 1 day, 3:10:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8854, loss: 0.8854, grad_norm: 5.9119 2021-06-20 04:47:48,473 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 1 day, 3:10:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8642, loss: 0.8642, grad_norm: 5.9324 2021-06-20 04:47:59,630 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 1 day, 3:10:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9258, loss_cls: 0.8268, loss: 0.8268, grad_norm: 5.8217 2021-06-20 04:48:10,780 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 1 day, 3:10:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9227, loss_cls: 0.8423, loss: 0.8423, grad_norm: 5.9088 2021-06-20 04:48:21,918 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 1 day, 3:10:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7712, loss: 0.7712, grad_norm: 5.4934 2021-06-20 04:48:33,070 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 1 day, 3:10:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8762, loss: 0.8762, grad_norm: 5.9889 2021-06-20 04:48:44,201 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 1 day, 3:09:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7997, loss: 0.7997, grad_norm: 5.6443 2021-06-20 04:48:55,346 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 1 day, 3:09:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8560, loss: 0.8560, grad_norm: 5.8902 2021-06-20 04:49:06,485 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 1 day, 3:09:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9203, loss_cls: 0.8426, loss: 0.8426, grad_norm: 5.7839 2021-06-20 04:49:17,611 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 1 day, 3:09:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9336, loss_cls: 0.8535, loss: 0.8535, grad_norm: 6.1286 2021-06-20 04:49:28,753 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 1 day, 3:09:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8906, loss: 0.8906, grad_norm: 5.8761 2021-06-20 04:49:39,882 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 1 day, 3:08:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8754, loss: 0.8754, grad_norm: 5.7835 2021-06-20 04:49:51,026 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 1 day, 3:08:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8622, loss: 0.8622, grad_norm: 5.8667 2021-06-20 04:50:02,220 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 1 day, 3:08:25, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8492, loss: 0.8492, grad_norm: 5.8634 2021-06-20 04:50:13,368 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 1 day, 3:08:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9383, loss_cls: 0.8229, loss: 0.8229, grad_norm: 5.9302 2021-06-20 04:50:24,489 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 1 day, 3:08:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9359, loss_cls: 0.8434, loss: 0.8434, grad_norm: 5.9977 2021-06-20 04:50:35,646 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 1 day, 3:07:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.8350, loss: 0.8350, grad_norm: 5.8759 2021-06-20 04:50:46,794 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 1 day, 3:07:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9273, loss_cls: 0.7803, loss: 0.7803, grad_norm: 5.4615 2021-06-20 04:50:57,934 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 1 day, 3:07:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9103, loss: 0.9103, grad_norm: 6.0167 2021-06-20 04:51:09,069 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 1 day, 3:07:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8097, loss: 0.8097, grad_norm: 5.7859 2021-06-20 04:51:20,216 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 1 day, 3:07:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9367, loss_cls: 0.8170, loss: 0.8170, grad_norm: 5.8437 2021-06-20 04:51:31,359 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 1 day, 3:06:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.1582 2021-06-20 04:51:42,509 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 1 day, 3:06:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9320, loss_cls: 0.8929, loss: 0.8929, grad_norm: 6.0231 2021-06-20 04:51:53,678 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 1 day, 3:06:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.8345, loss: 0.8345, grad_norm: 5.8763 2021-06-20 04:52:04,814 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 1 day, 3:06:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9437, loss_cls: 0.8057, loss: 0.8057, grad_norm: 5.9217 2021-06-20 04:52:15,927 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 1 day, 3:06:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8346, loss: 0.8346, grad_norm: 5.8184 2021-06-20 04:52:27,059 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 1 day, 3:05:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.8936, loss: 0.8936, grad_norm: 6.0916 2021-06-20 04:52:38,198 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 1 day, 3:05:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8013, loss: 0.8013, grad_norm: 5.7019 2021-06-20 04:52:49,345 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 1 day, 3:05:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9328, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.1087 2021-06-20 04:53:00,506 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 1 day, 3:05:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8369, loss: 0.8369, grad_norm: 5.8230 2021-06-20 04:53:11,659 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 1 day, 3:05:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8322, loss: 0.8322, grad_norm: 5.9065 2021-06-20 04:53:22,809 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 1 day, 3:04:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9398, loss_cls: 0.8331, loss: 0.8331, grad_norm: 5.9903 2021-06-20 04:53:33,953 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 1 day, 3:04:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9172, loss_cls: 0.8870, loss: 0.8870, grad_norm: 5.8474 2021-06-20 04:53:45,182 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 1 day, 3:04:29, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9383, loss_cls: 0.8032, loss: 0.8032, grad_norm: 5.7995 2021-06-20 04:53:56,351 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 1 day, 3:04:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8544, loss: 0.8544, grad_norm: 5.8852 2021-06-20 04:54:07,473 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 1 day, 3:04:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.0783 2021-06-20 04:54:18,610 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 1 day, 3:03:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9359, loss_cls: 0.7425, loss: 0.7425, grad_norm: 5.5948 2021-06-20 04:54:29,765 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 1 day, 3:03:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8226, loss: 0.8226, grad_norm: 5.8341 2021-06-20 04:54:40,917 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 1 day, 3:03:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8294, loss: 0.8294, grad_norm: 5.9277 2021-06-20 04:54:52,060 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 1 day, 3:03:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9180, loss_cls: 0.8421, loss: 0.8421, grad_norm: 5.8271 2021-06-20 04:55:03,213 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 1 day, 3:03:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9172, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.0761 2021-06-20 04:55:14,352 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 1 day, 3:02:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.8567, loss: 0.8567, grad_norm: 6.0485 2021-06-20 04:55:27,822 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-06-20 04:57:15,276 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 1 day, 3:03:42, time: 5.278, data_time: 4.657, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8330, loss: 0.8330, grad_norm: 5.8151 2021-06-20 04:57:26,406 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 1 day, 3:03:30, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.8145, loss: 0.8145, grad_norm: 5.7625 2021-06-20 04:57:37,512 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 1 day, 3:03:18, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9297, loss_cls: 0.8673, loss: 0.8673, grad_norm: 5.9762 2021-06-20 04:57:48,606 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 1 day, 3:03:06, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9156, loss_cls: 0.8464, loss: 0.8464, grad_norm: 5.7502 2021-06-20 04:57:59,721 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 1 day, 3:02:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8501, loss: 0.8501, grad_norm: 5.9077 2021-06-20 04:58:10,846 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 1 day, 3:02:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9289, loss_cls: 0.8259, loss: 0.8259, grad_norm: 5.6033 2021-06-20 04:58:21,962 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 1 day, 3:02:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8132, loss: 0.8132, grad_norm: 5.7623 2021-06-20 04:58:33,095 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 1 day, 3:02:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8484, loss: 0.8484, grad_norm: 5.7738 2021-06-20 04:58:44,221 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 1 day, 3:02:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8263, loss: 0.8263, grad_norm: 5.7592 2021-06-20 04:58:55,348 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 1 day, 3:01:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7798, loss: 0.7798, grad_norm: 5.5712 2021-06-20 04:59:06,470 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 1 day, 3:01:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9414, loss_cls: 0.7801, loss: 0.7801, grad_norm: 5.6003 2021-06-20 04:59:17,558 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 1 day, 3:01:31, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.7859, loss: 0.7859, grad_norm: 5.8974 2021-06-20 04:59:28,680 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 1 day, 3:01:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8578, loss: 0.8578, grad_norm: 5.8997 2021-06-20 04:59:39,806 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 1 day, 3:01:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8548, loss: 0.8548, grad_norm: 5.8929 2021-06-20 04:59:50,928 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 1 day, 3:00:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7802, loss: 0.7802, grad_norm: 5.7103 2021-06-20 05:00:02,521 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 1 day, 3:00:44, time: 0.573, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8196, loss: 0.8196, grad_norm: 5.8378 2021-06-20 05:00:13,681 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 1 day, 3:00:32, time: 0.565, data_time: 0.010, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7690, loss: 0.7690, grad_norm: 5.8231 2021-06-20 05:00:24,789 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 1 day, 3:00:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8536, loss: 0.8536, grad_norm: 6.0287 2021-06-20 05:00:35,927 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 1 day, 3:00:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8499, loss: 0.8499, grad_norm: 5.9529 2021-06-20 05:00:47,115 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 1 day, 2:59:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8477, loss: 0.8477, grad_norm: 5.9090 2021-06-20 05:00:58,284 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 1 day, 2:59:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9437, loss_cls: 0.7818, loss: 0.7818, grad_norm: 5.9091 2021-06-20 05:01:09,437 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 1 day, 2:59:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9297, loss_cls: 0.8151, loss: 0.8151, grad_norm: 5.7142 2021-06-20 05:01:20,574 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 1 day, 2:59:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9203, loss_cls: 0.8467, loss: 0.8467, grad_norm: 5.7480 2021-06-20 05:01:31,732 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 1 day, 2:59:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7640, loss: 0.7640, grad_norm: 5.8181 2021-06-20 05:01:42,878 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 1 day, 2:58:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8336, loss: 0.8336, grad_norm: 5.8756 2021-06-20 05:01:54,016 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 1 day, 2:58:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8671, loss: 0.8671, grad_norm: 5.8861 2021-06-20 05:02:05,168 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 1 day, 2:58:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9242, loss_cls: 0.8524, loss: 0.8524, grad_norm: 5.8869 2021-06-20 05:02:16,319 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 1 day, 2:58:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.0222 2021-06-20 05:02:27,459 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 1 day, 2:58:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8527, loss: 0.8527, grad_norm: 6.0070 2021-06-20 05:02:38,627 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 1 day, 2:57:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.7999, loss: 0.7999, grad_norm: 5.8993 2021-06-20 05:02:49,777 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 1 day, 2:57:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9359, loss_cls: 0.8323, loss: 0.8323, grad_norm: 5.8387 2021-06-20 05:03:00,951 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 1 day, 2:57:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.8069, loss: 0.8069, grad_norm: 5.7419 2021-06-20 05:03:12,115 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 1 day, 2:57:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8607, loss: 0.8607, grad_norm: 6.0126 2021-06-20 05:03:23,264 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 1 day, 2:57:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8938, loss: 0.8938, grad_norm: 6.0160 2021-06-20 05:03:34,407 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 1 day, 2:57:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9289, loss_cls: 0.8021, loss: 0.8021, grad_norm: 5.7305 2021-06-20 05:03:45,554 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 1 day, 2:56:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9422, loss_cls: 0.7817, loss: 0.7817, grad_norm: 5.6830 2021-06-20 05:03:56,718 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 1 day, 2:56:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.2162 2021-06-20 05:04:07,876 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 1 day, 2:56:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8635, loss: 0.8635, grad_norm: 5.9590 2021-06-20 05:04:19,020 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 1 day, 2:56:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9148, loss_cls: 0.9103, loss: 0.9103, grad_norm: 5.8831 2021-06-20 05:04:30,152 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 1 day, 2:56:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.5609 2021-06-20 05:04:41,295 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 1 day, 2:55:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.4134 2021-06-20 05:04:52,446 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 1 day, 2:55:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.7957, loss: 0.7957, grad_norm: 5.8288 2021-06-20 05:05:03,621 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 1 day, 2:55:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.8802, loss: 0.8802, grad_norm: 5.8640 2021-06-20 05:05:14,752 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 1 day, 2:55:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9234, loss_cls: 0.8464, loss: 0.8464, grad_norm: 5.6731 2021-06-20 05:05:25,909 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 1 day, 2:55:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9281, loss_cls: 0.8645, loss: 0.8645, grad_norm: 6.1409 2021-06-20 05:05:37,048 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 1 day, 2:54:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9065, loss: 0.9065, grad_norm: 6.0172 2021-06-20 05:05:48,220 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 1 day, 2:54:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8526, loss: 0.8526, grad_norm: 5.9400 2021-06-20 05:05:59,357 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 1 day, 2:54:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8899, loss: 0.8899, grad_norm: 6.0243 2021-06-20 05:06:10,484 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 1 day, 2:54:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8334, loss: 0.8334, grad_norm: 5.8504 2021-06-20 05:06:21,609 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 1 day, 2:54:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.8080, loss: 0.8080, grad_norm: 5.7757 2021-06-20 05:06:32,760 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 1 day, 2:53:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8099, loss: 0.8099, grad_norm: 5.6207 2021-06-20 05:06:43,910 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 1 day, 2:53:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.7993, loss: 0.7993, grad_norm: 5.7747 2021-06-20 05:06:55,056 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 1 day, 2:53:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.8804, loss: 0.8804, grad_norm: 6.0233 2021-06-20 05:07:06,212 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 1 day, 2:53:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9313, loss_cls: 0.8341, loss: 0.8341, grad_norm: 5.9289 2021-06-20 05:07:17,317 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 1 day, 2:53:03, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9422, loss_cls: 0.7714, loss: 0.7714, grad_norm: 5.8004 2021-06-20 05:07:28,471 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 1 day, 2:52:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9172, loss_cls: 0.8547, loss: 0.8547, grad_norm: 5.8380 2021-06-20 05:07:39,607 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 1 day, 2:52:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8847, loss: 0.8847, grad_norm: 6.1034 2021-06-20 05:07:50,777 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 1 day, 2:52:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8355, loss: 0.8355, grad_norm: 5.9501 2021-06-20 05:08:01,919 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 1 day, 2:52:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8709, loss: 0.8709, grad_norm: 5.9237 2021-06-20 05:08:13,072 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 1 day, 2:52:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.7929, loss: 0.7929, grad_norm: 5.7919 2021-06-20 05:08:24,209 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 1 day, 2:51:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8673, loss: 0.8673, grad_norm: 6.0147 2021-06-20 05:08:35,340 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 1 day, 2:51:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7751, loss: 0.7751, grad_norm: 5.7114 2021-06-20 05:08:46,489 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 1 day, 2:51:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8215, loss: 0.8215, grad_norm: 5.9216 2021-06-20 05:08:57,619 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 1 day, 2:51:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9383, loss_cls: 0.8300, loss: 0.8300, grad_norm: 6.0595 2021-06-20 05:09:08,762 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 1 day, 2:51:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8188, loss: 0.8188, grad_norm: 5.8215 2021-06-20 05:09:19,923 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 1 day, 2:50:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8899, loss: 0.8899, grad_norm: 5.8706 2021-06-20 05:09:31,070 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 1 day, 2:50:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9297, loss_cls: 0.8358, loss: 0.8358, grad_norm: 6.0447 2021-06-20 05:09:42,215 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 1 day, 2:50:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8634, loss: 0.8634, grad_norm: 6.0626 2021-06-20 05:09:53,360 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 1 day, 2:50:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8415, loss: 0.8415, grad_norm: 5.9390 2021-06-20 05:10:04,520 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 1 day, 2:50:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9082, loss: 0.9082, grad_norm: 6.1836 2021-06-20 05:10:15,651 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 1 day, 2:49:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8902, loss: 0.8902, grad_norm: 6.1590 2021-06-20 05:10:26,787 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 1 day, 2:49:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9352, loss_cls: 0.8322, loss: 0.8322, grad_norm: 6.0864 2021-06-20 05:10:37,934 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 1 day, 2:49:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9383, loss_cls: 0.7844, loss: 0.7844, grad_norm: 5.7282 2021-06-20 05:10:49,145 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 1 day, 2:49:18, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8908, loss: 0.8908, grad_norm: 6.1070 2021-06-20 05:11:00,314 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 1 day, 2:49:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9117, loss_cls: 0.8648, loss: 0.8648, grad_norm: 5.8389 2021-06-20 05:11:11,469 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 1 day, 2:48:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9187, loss_cls: 0.8645, loss: 0.8645, grad_norm: 6.0023 2021-06-20 05:11:22,613 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 1 day, 2:48:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9297, loss_cls: 0.8451, loss: 0.8451, grad_norm: 5.9798 2021-06-20 05:11:33,764 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 1 day, 2:48:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8112, loss: 0.8112, grad_norm: 5.8919 2021-06-20 05:11:44,909 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 1 day, 2:48:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9398, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.9859 2021-06-20 05:11:56,056 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 1 day, 2:48:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9367, loss_cls: 0.8781, loss: 0.8781, grad_norm: 6.1087 2021-06-20 05:12:07,208 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 1 day, 2:47:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.7972, loss: 0.7972, grad_norm: 5.7943 2021-06-20 05:12:18,348 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 1 day, 2:47:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.2902 2021-06-20 05:12:29,477 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 1 day, 2:47:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8017, loss: 0.8017, grad_norm: 5.7999 2021-06-20 05:12:40,613 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 1 day, 2:47:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.0768 2021-06-20 05:12:51,758 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 1 day, 2:47:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.8089, loss: 0.8089, grad_norm: 5.7142 2021-06-20 05:13:02,913 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 1 day, 2:46:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8835, loss: 0.8835, grad_norm: 6.0328 2021-06-20 05:13:14,061 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 1 day, 2:46:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9469, loss_cls: 0.7289, loss: 0.7289, grad_norm: 5.8578 2021-06-20 05:13:25,204 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 1 day, 2:46:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9469, loss_cls: 0.7660, loss: 0.7660, grad_norm: 5.8768 2021-06-20 05:13:36,330 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 1 day, 2:46:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9211, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.1026 2021-06-20 05:13:47,473 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 1 day, 2:46:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9305, loss_cls: 0.7938, loss: 0.7938, grad_norm: 5.8453 2021-06-20 05:13:58,619 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 1 day, 2:45:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.2280 2021-06-20 05:14:09,768 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 1 day, 2:45:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8065, loss: 0.8065, grad_norm: 5.9001 2021-06-20 05:14:20,912 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 1 day, 2:45:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9297, loss_cls: 0.8418, loss: 0.8418, grad_norm: 5.9582 2021-06-20 05:14:32,065 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 1 day, 2:45:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9305, loss_cls: 0.8000, loss: 0.8000, grad_norm: 5.7748 2021-06-20 05:14:43,204 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 1 day, 2:45:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9156, loss_cls: 0.8681, loss: 0.8681, grad_norm: 5.9678 2021-06-20 05:14:54,394 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 1 day, 2:44:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9273, loss_cls: 0.8126, loss: 0.8126, grad_norm: 5.8131 2021-06-20 05:15:05,559 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 1 day, 2:44:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9406, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.0111 2021-06-20 05:15:16,686 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 1 day, 2:44:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9320, loss_cls: 0.7845, loss: 0.7845, grad_norm: 5.6706 2021-06-20 05:15:27,844 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 1 day, 2:44:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9219, loss_cls: 0.8487, loss: 0.8487, grad_norm: 5.9676 2021-06-20 05:15:38,974 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 1 day, 2:44:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8083, loss: 0.8083, grad_norm: 5.7959 2021-06-20 05:15:50,113 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 1 day, 2:43:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.8874, loss: 0.8874, grad_norm: 6.2249 2021-06-20 05:16:01,271 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 1 day, 2:43:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8436, loss: 0.8436, grad_norm: 5.8558 2021-06-20 05:16:12,411 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 1 day, 2:43:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8207, loss: 0.8207, grad_norm: 6.0215 2021-06-20 05:16:23,550 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 1 day, 2:43:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8627, loss: 0.8627, grad_norm: 5.9872 2021-06-20 05:16:34,697 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 1 day, 2:43:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7778, loss: 0.7778, grad_norm: 5.7810 2021-06-20 05:16:45,823 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 1 day, 2:43:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7885, loss: 0.7885, grad_norm: 5.7690 2021-06-20 05:16:56,967 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 1 day, 2:42:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9359, loss_cls: 0.8200, loss: 0.8200, grad_norm: 5.9992 2021-06-20 05:17:08,086 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 1 day, 2:42:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8774, loss: 0.8774, grad_norm: 6.0611 2021-06-20 05:17:19,220 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 1 day, 2:42:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8482, loss: 0.8482, grad_norm: 5.7442 2021-06-20 05:17:30,390 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 1 day, 2:42:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.9011, loss: 0.9011, grad_norm: 6.0672 2021-06-20 05:17:41,491 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 1 day, 2:42:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8580, loss: 0.8580, grad_norm: 5.9560 2021-06-20 05:17:52,627 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 1 day, 2:41:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9211, loss_cls: 0.8290, loss: 0.8290, grad_norm: 5.7449 2021-06-20 05:18:03,774 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 1 day, 2:41:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8613, loss: 0.8613, grad_norm: 6.0136 2021-06-20 05:18:14,929 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 1 day, 2:41:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9156, loss_cls: 0.8640, loss: 0.8640, grad_norm: 5.8090 2021-06-20 05:18:26,063 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 1 day, 2:41:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8563, loss: 0.8563, grad_norm: 5.9606 2021-06-20 05:18:37,220 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 1 day, 2:41:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8108, loss: 0.8108, grad_norm: 5.7523 2021-06-20 05:18:48,349 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 1 day, 2:40:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9398, loss_cls: 0.8053, loss: 0.8053, grad_norm: 5.6879 2021-06-20 05:18:59,500 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 1 day, 2:40:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8356, loss: 0.8356, grad_norm: 5.9381 2021-06-20 05:19:10,654 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 1 day, 2:40:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7797, loss: 0.7797, grad_norm: 5.7108 2021-06-20 05:19:21,817 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 1 day, 2:40:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.8651, loss: 0.8651, grad_norm: 6.0135 2021-06-20 05:19:32,968 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 1 day, 2:40:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9453, loss_cls: 0.7682, loss: 0.7682, grad_norm: 5.5917 2021-06-20 05:19:44,121 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 1 day, 2:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9469, loss_cls: 0.7449, loss: 0.7449, grad_norm: 5.6817 2021-06-20 05:19:55,257 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 1 day, 2:39:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.7993, loss: 0.7993, grad_norm: 5.9208 2021-06-20 05:20:06,446 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 1 day, 2:39:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9445, loss_cls: 0.8167, loss: 0.8167, grad_norm: 6.0003 2021-06-20 05:20:17,555 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 1 day, 2:39:15, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8125, loss: 0.8125, grad_norm: 5.9320 2021-06-20 05:20:28,747 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 1 day, 2:39:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.8200, loss: 0.8200, grad_norm: 6.0085 2021-06-20 05:20:39,888 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 1 day, 2:38:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9187, loss_cls: 0.9024, loss: 0.9024, grad_norm: 6.0961 2021-06-20 05:20:51,032 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 1 day, 2:38:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9281, loss_cls: 0.8788, loss: 0.8788, grad_norm: 6.2326 2021-06-20 05:21:02,180 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 1 day, 2:38:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7874, loss: 0.7874, grad_norm: 5.8688 2021-06-20 05:21:13,334 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 1 day, 2:38:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8102, loss: 0.8102, grad_norm: 5.8950 2021-06-20 05:21:24,482 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 1 day, 2:38:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.8224, loss: 0.8224, grad_norm: 5.9103 2021-06-20 05:21:35,629 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 1 day, 2:37:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9406, loss_cls: 0.8057, loss: 0.8057, grad_norm: 5.9106 2021-06-20 05:21:46,769 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 1 day, 2:37:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.8036, loss: 0.8036, grad_norm: 5.8089 2021-06-20 05:21:57,943 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 1 day, 2:37:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8609, loss: 0.8609, grad_norm: 6.0341 2021-06-20 05:22:09,089 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 1 day, 2:37:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.7881, loss: 0.7881, grad_norm: 5.9444 2021-06-20 05:22:20,241 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 1 day, 2:37:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8057, loss: 0.8057, grad_norm: 5.8988 2021-06-20 05:22:31,405 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 1 day, 2:36:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9383, loss_cls: 0.8395, loss: 0.8395, grad_norm: 6.1430 2021-06-20 05:22:42,545 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 1 day, 2:36:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.2308 2021-06-20 05:22:53,674 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 1 day, 2:36:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9141, loss_cls: 0.8916, loss: 0.8916, grad_norm: 5.8873 2021-06-20 05:23:04,836 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 1 day, 2:36:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.8162, loss: 0.8162, grad_norm: 5.8350 2021-06-20 05:23:16,014 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 1 day, 2:36:06, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9289, loss_cls: 0.8272, loss: 0.8272, grad_norm: 5.9932 2021-06-20 05:23:27,184 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 1 day, 2:35:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9141, loss_cls: 0.8841, loss: 0.8841, grad_norm: 5.7983 2021-06-20 05:23:38,337 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 1 day, 2:35:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9266, loss_cls: 0.9134, loss: 0.9134, grad_norm: 6.1782 2021-06-20 05:23:49,481 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 1 day, 2:35:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7964, loss: 0.7964, grad_norm: 5.7274 2021-06-20 05:24:00,633 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 1 day, 2:35:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8456, loss: 0.8456, grad_norm: 6.1964 2021-06-20 05:24:11,795 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 1 day, 2:35:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9297, loss_cls: 0.8394, loss: 0.8394, grad_norm: 5.8391 2021-06-20 05:24:22,938 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 1 day, 2:34:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8285, loss: 0.8285, grad_norm: 5.9756 2021-06-20 05:24:34,089 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 1 day, 2:34:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8123, loss: 0.8123, grad_norm: 6.1344 2021-06-20 05:24:45,244 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 1 day, 2:34:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9133, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.1301 2021-06-20 05:24:56,392 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 1 day, 2:34:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.7976, loss: 0.7976, grad_norm: 5.8772 2021-06-20 05:25:07,579 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 1 day, 2:34:08, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9406, loss_cls: 0.7850, loss: 0.7850, grad_norm: 5.9430 2021-06-20 05:25:18,726 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 1 day, 2:33:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8447, loss: 0.8447, grad_norm: 6.0606 2021-06-20 05:25:29,865 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 1 day, 2:33:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7904, loss: 0.7904, grad_norm: 5.7661 2021-06-20 05:25:41,021 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 1 day, 2:33:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9203, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.0121 2021-06-20 05:25:52,165 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 1 day, 2:33:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8545, loss: 0.8545, grad_norm: 5.8989 2021-06-20 05:26:03,314 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 1 day, 2:33:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8252, loss: 0.8252, grad_norm: 5.8553 2021-06-20 05:26:14,460 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 1 day, 2:32:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9461, loss_cls: 0.7567, loss: 0.7567, grad_norm: 5.8301 2021-06-20 05:26:25,611 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 1 day, 2:32:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.8945, loss: 0.8945, grad_norm: 5.9137 2021-06-20 05:26:36,763 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 1 day, 2:32:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9001, loss: 0.9001, grad_norm: 5.9251 2021-06-20 05:26:47,909 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 1 day, 2:32:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9258, loss_cls: 0.8299, loss: 0.8299, grad_norm: 5.6570 2021-06-20 05:26:59,051 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 1 day, 2:32:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8433, loss: 0.8433, grad_norm: 5.9674 2021-06-20 05:27:10,195 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 1 day, 2:31:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.8567, loss: 0.8567, grad_norm: 6.0011 2021-06-20 05:27:21,366 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 1 day, 2:31:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8755, loss: 0.8755, grad_norm: 6.2407 2021-06-20 05:27:32,506 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 1 day, 2:31:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.8238, loss: 0.8238, grad_norm: 5.8212 2021-06-20 05:27:43,676 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 1 day, 2:31:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8199, loss: 0.8199, grad_norm: 6.0840 2021-06-20 05:27:54,812 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 1 day, 2:31:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.0174 2021-06-20 05:28:05,970 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 1 day, 2:30:59, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9211, loss_cls: 0.8913, loss: 0.8913, grad_norm: 6.0725 2021-06-20 05:28:17,116 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 1 day, 2:30:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8474, loss: 0.8474, grad_norm: 5.9470 2021-06-20 05:28:28,263 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 1 day, 2:30:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.0016 2021-06-20 05:28:39,426 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 1 day, 2:30:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8809, loss: 0.8809, grad_norm: 5.8939 2021-06-20 05:28:50,575 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 1 day, 2:30:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8582, loss: 0.8582, grad_norm: 6.0715 2021-06-20 05:29:01,717 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 1 day, 2:30:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9180, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.2304 2021-06-20 05:29:12,874 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 1 day, 2:29:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8006, loss: 0.8006, grad_norm: 5.6480 2021-06-20 05:29:24,017 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 1 day, 2:29:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.8933, loss: 0.8933, grad_norm: 6.2734 2021-06-20 05:29:35,162 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 1 day, 2:29:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8786, loss: 0.8786, grad_norm: 5.9520 2021-06-20 05:29:46,309 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 1 day, 2:29:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.7879, loss: 0.7879, grad_norm: 5.8203 2021-06-20 05:29:57,437 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 1 day, 2:29:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.8002, loss: 0.8002, grad_norm: 5.9637 2021-06-20 05:30:08,600 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 1 day, 2:28:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8592, loss: 0.8592, grad_norm: 6.0785 2021-06-20 05:30:19,717 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 1 day, 2:28:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8613, loss: 0.8613, grad_norm: 5.9718 2021-06-20 05:30:30,857 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 1 day, 2:28:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8378, loss: 0.8378, grad_norm: 5.9791 2021-06-20 05:30:42,014 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 1 day, 2:28:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8313, loss: 0.8313, grad_norm: 5.9328 2021-06-20 05:30:53,155 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 1 day, 2:28:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9383, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.8058 2021-06-20 05:31:04,297 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 1 day, 2:27:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9367, loss_cls: 0.8481, loss: 0.8481, grad_norm: 6.0135 2021-06-20 05:31:15,454 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 1 day, 2:27:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7830, loss: 0.7830, grad_norm: 5.9347 2021-06-20 05:31:26,590 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 1 day, 2:27:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9297, loss_cls: 0.8064, loss: 0.8064, grad_norm: 5.8352 2021-06-20 05:31:37,749 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 1 day, 2:27:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9305, loss_cls: 0.8142, loss: 0.8142, grad_norm: 5.9619 2021-06-20 05:31:48,891 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 1 day, 2:27:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.4191 2021-06-20 05:32:05,215 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-06-20 05:33:54,126 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 1 day, 2:27:50, time: 5.409, data_time: 4.773, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.8078, loss: 0.8078, grad_norm: 5.7218 2021-06-20 05:34:05,265 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 1 day, 2:27:38, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9422, loss_cls: 0.7594, loss: 0.7594, grad_norm: 5.6059 2021-06-20 05:34:16,376 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 1 day, 2:27:26, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7900, loss: 0.7900, grad_norm: 5.7981 2021-06-20 05:34:27,490 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 1 day, 2:27:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9414, loss_cls: 0.7701, loss: 0.7701, grad_norm: 5.6407 2021-06-20 05:34:38,611 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 1 day, 2:27:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9273, loss_cls: 0.7982, loss: 0.7982, grad_norm: 5.6525 2021-06-20 05:34:49,733 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 1 day, 2:26:50, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7458, loss: 0.7458, grad_norm: 5.6879 2021-06-20 05:35:00,821 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 1 day, 2:26:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8238, loss: 0.8238, grad_norm: 5.8806 2021-06-20 05:35:11,991 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 1 day, 2:26:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8570, loss: 0.8570, grad_norm: 5.8637 2021-06-20 05:35:23,109 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 1 day, 2:26:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9164, loss_cls: 0.8664, loss: 0.8664, grad_norm: 5.8468 2021-06-20 05:35:34,259 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 1 day, 2:26:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8491, loss: 0.8491, grad_norm: 5.9064 2021-06-20 05:35:45,401 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 1 day, 2:25:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9383, loss_cls: 0.8097, loss: 0.8097, grad_norm: 5.9000 2021-06-20 05:35:56,531 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 1 day, 2:25:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7487, loss: 0.7487, grad_norm: 5.6139 2021-06-20 05:36:07,661 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 1 day, 2:25:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9391, loss_cls: 0.8119, loss: 0.8119, grad_norm: 6.0182 2021-06-20 05:36:18,816 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 1 day, 2:25:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9328, loss_cls: 0.7743, loss: 0.7743, grad_norm: 5.6877 2021-06-20 05:36:29,946 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 1 day, 2:25:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7886, loss: 0.7886, grad_norm: 5.7783 2021-06-20 05:36:41,093 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 1 day, 2:24:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8526, loss: 0.8526, grad_norm: 6.0148 2021-06-20 05:36:52,251 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 1 day, 2:24:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.1672 2021-06-20 05:37:03,396 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 1 day, 2:24:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7827, loss: 0.7827, grad_norm: 5.4728 2021-06-20 05:37:14,533 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 1 day, 2:24:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8129, loss: 0.8129, grad_norm: 5.9516 2021-06-20 05:37:25,665 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 1 day, 2:24:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9273, loss_cls: 0.8333, loss: 0.8333, grad_norm: 5.8767 2021-06-20 05:37:36,814 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 1 day, 2:23:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8773, loss: 0.8773, grad_norm: 6.0297 2021-06-20 05:37:47,959 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 1 day, 2:23:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.7846, loss: 0.7846, grad_norm: 5.8753 2021-06-20 05:37:59,101 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 1 day, 2:23:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9219, loss_cls: 0.8451, loss: 0.8451, grad_norm: 6.0289 2021-06-20 05:38:10,251 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 1 day, 2:23:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9250, loss_cls: 0.8205, loss: 0.8205, grad_norm: 5.9165 2021-06-20 05:38:21,414 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 1 day, 2:23:06, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8981, loss: 0.8981, grad_norm: 6.2543 2021-06-20 05:38:32,574 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 1 day, 2:22:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9227, loss_cls: 0.8536, loss: 0.8536, grad_norm: 6.0490 2021-06-20 05:38:43,725 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 1 day, 2:22:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8626, loss: 0.8626, grad_norm: 5.9840 2021-06-20 05:38:54,865 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 1 day, 2:22:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.8057, loss: 0.8057, grad_norm: 5.9043 2021-06-20 05:39:06,005 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 1 day, 2:22:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8493, loss: 0.8493, grad_norm: 5.9189 2021-06-20 05:39:17,149 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 1 day, 2:22:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7691, loss: 0.7691, grad_norm: 5.9003 2021-06-20 05:39:28,300 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 1 day, 2:21:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9422, loss_cls: 0.7458, loss: 0.7458, grad_norm: 5.6508 2021-06-20 05:39:39,447 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 1 day, 2:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.7980, loss: 0.7980, grad_norm: 5.9398 2021-06-20 05:39:50,605 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 1 day, 2:21:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9281, loss_cls: 0.8566, loss: 0.8566, grad_norm: 6.1498 2021-06-20 05:40:01,749 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 1 day, 2:21:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8489, loss: 0.8489, grad_norm: 6.2751 2021-06-20 05:40:12,890 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 1 day, 2:21:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9383, loss_cls: 0.8274, loss: 0.8274, grad_norm: 6.0473 2021-06-20 05:40:24,046 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 1 day, 2:20:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9391, loss_cls: 0.7752, loss: 0.7752, grad_norm: 5.9460 2021-06-20 05:40:35,209 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 1 day, 2:20:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8505, loss: 0.8505, grad_norm: 5.8868 2021-06-20 05:40:46,364 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 1 day, 2:20:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8454, loss: 0.8454, grad_norm: 6.2272 2021-06-20 05:40:57,506 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 1 day, 2:20:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8347, loss: 0.8347, grad_norm: 5.9459 2021-06-20 05:41:08,656 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 1 day, 2:20:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8673, loss: 0.8673, grad_norm: 6.1784 2021-06-20 05:41:19,807 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 1 day, 2:19:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.2123 2021-06-20 05:41:30,981 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 1 day, 2:19:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9328, loss_cls: 0.8407, loss: 0.8407, grad_norm: 6.0389 2021-06-20 05:41:42,129 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 1 day, 2:19:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8492, loss: 0.8492, grad_norm: 6.0563 2021-06-20 05:41:53,273 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 1 day, 2:19:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8508, loss: 0.8508, grad_norm: 6.1765 2021-06-20 05:42:04,427 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 1 day, 2:19:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.7387, loss: 0.7387, grad_norm: 5.7274 2021-06-20 05:42:15,604 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 1 day, 2:18:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.8105, loss: 0.8105, grad_norm: 5.9536 2021-06-20 05:42:26,739 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 1 day, 2:18:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8577, loss: 0.8577, grad_norm: 6.3376 2021-06-20 05:42:37,896 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 1 day, 2:18:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8555, loss: 0.8555, grad_norm: 5.9808 2021-06-20 05:42:49,048 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 1 day, 2:18:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8591, loss: 0.8591, grad_norm: 6.0659 2021-06-20 05:43:00,203 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 1 day, 2:18:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9344, loss_cls: 0.8407, loss: 0.8407, grad_norm: 5.9090 2021-06-20 05:43:11,365 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 1 day, 2:17:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9344, loss_cls: 0.7950, loss: 0.7950, grad_norm: 5.9236 2021-06-20 05:43:22,502 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 1 day, 2:17:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8540, loss: 0.8540, grad_norm: 6.2930 2021-06-20 05:43:33,638 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 1 day, 2:17:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9406, loss_cls: 0.8001, loss: 0.8001, grad_norm: 6.0551 2021-06-20 05:43:44,784 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 1 day, 2:17:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9203, loss_cls: 0.8619, loss: 0.8619, grad_norm: 5.8820 2021-06-20 05:43:55,946 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 1 day, 2:17:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.7908, loss: 0.7908, grad_norm: 5.7833 2021-06-20 05:44:07,084 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 1 day, 2:16:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.1403 2021-06-20 05:44:18,238 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 1 day, 2:16:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.7890, loss: 0.7890, grad_norm: 5.8590 2021-06-20 05:44:29,373 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 1 day, 2:16:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8500, loss: 0.8500, grad_norm: 5.8504 2021-06-20 05:44:40,527 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 1 day, 2:16:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8361, loss: 0.8361, grad_norm: 6.1007 2021-06-20 05:44:51,694 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 1 day, 2:16:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9414, loss_cls: 0.8011, loss: 0.8011, grad_norm: 6.0682 2021-06-20 05:45:02,856 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 1 day, 2:16:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9017, loss: 0.9017, grad_norm: 6.2104 2021-06-20 05:45:13,952 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 1 day, 2:15:48, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9250, loss_cls: 0.8367, loss: 0.8367, grad_norm: 5.9399 2021-06-20 05:45:25,101 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 1 day, 2:15:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9453, loss_cls: 0.7732, loss: 0.7732, grad_norm: 5.7248 2021-06-20 05:45:36,234 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 1 day, 2:15:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8371, loss: 0.8371, grad_norm: 6.1480 2021-06-20 05:45:47,392 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 1 day, 2:15:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9180, loss_cls: 0.8149, loss: 0.8149, grad_norm: 5.7799 2021-06-20 05:45:58,564 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 1 day, 2:15:01, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.7970, loss: 0.7970, grad_norm: 6.0645 2021-06-20 05:46:09,673 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 1 day, 2:14:49, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7836, loss: 0.7836, grad_norm: 5.9340 2021-06-20 05:46:20,825 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 1 day, 2:14:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.8413, loss: 0.8413, grad_norm: 6.0281 2021-06-20 05:46:31,969 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 1 day, 2:14:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.8096, loss: 0.8096, grad_norm: 5.9043 2021-06-20 05:46:43,137 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 1 day, 2:14:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.0891 2021-06-20 05:46:54,311 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 1 day, 2:14:02, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.1890 2021-06-20 05:47:05,499 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 1 day, 2:13:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8543, loss: 0.8543, grad_norm: 6.0406 2021-06-20 05:47:16,651 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 1 day, 2:13:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8550, loss: 0.8550, grad_norm: 6.0299 2021-06-20 05:47:27,793 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 1 day, 2:13:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.0517 2021-06-20 05:47:38,935 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 1 day, 2:13:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9187, loss_cls: 0.8754, loss: 0.8754, grad_norm: 5.9877 2021-06-20 05:47:50,123 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 1 day, 2:13:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9344, loss_cls: 0.7859, loss: 0.7859, grad_norm: 5.6384 2021-06-20 05:48:01,388 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 1 day, 2:12:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8392, loss: 0.8392, grad_norm: 6.0473 2021-06-20 05:48:12,640 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 1 day, 2:12:40, time: 0.569, data_time: 0.006, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8117, loss: 0.8117, grad_norm: 6.0191 2021-06-20 05:48:23,789 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 1 day, 2:12:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7980, loss: 0.7980, grad_norm: 5.8788 2021-06-20 05:48:34,933 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 1 day, 2:12:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.8020, loss: 0.8020, grad_norm: 5.8688 2021-06-20 05:48:46,074 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 1 day, 2:12:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7719, loss: 0.7719, grad_norm: 5.9688 2021-06-20 05:48:57,265 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 1 day, 2:11:52, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9391, loss_cls: 0.7713, loss: 0.7713, grad_norm: 5.8457 2021-06-20 05:49:08,369 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 1 day, 2:11:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8260, loss: 0.8260, grad_norm: 5.9339 2021-06-20 05:49:19,516 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 1 day, 2:11:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8542, loss: 0.8542, grad_norm: 5.8217 2021-06-20 05:49:30,681 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 1 day, 2:11:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9180, loss_cls: 0.8624, loss: 0.8624, grad_norm: 5.9482 2021-06-20 05:49:41,831 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 1 day, 2:11:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8548, loss: 0.8548, grad_norm: 6.1262 2021-06-20 05:49:52,985 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 1 day, 2:10:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9383, loss_cls: 0.7413, loss: 0.7413, grad_norm: 5.5507 2021-06-20 05:50:04,169 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 1 day, 2:10:41, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9266, loss_cls: 0.8849, loss: 0.8849, grad_norm: 6.0716 2021-06-20 05:50:15,305 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 1 day, 2:10:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8374, loss: 0.8374, grad_norm: 6.0185 2021-06-20 05:50:26,457 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 1 day, 2:10:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.2342 2021-06-20 05:50:37,618 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 1 day, 2:10:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.8077, loss: 0.8077, grad_norm: 5.9091 2021-06-20 05:50:48,787 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 1 day, 2:09:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8152, loss: 0.8152, grad_norm: 6.0107 2021-06-20 05:50:59,922 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 1 day, 2:09:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.8837, loss: 0.8837, grad_norm: 6.1479 2021-06-20 05:51:11,071 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 1 day, 2:09:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.8180, loss: 0.8180, grad_norm: 6.1132 2021-06-20 05:51:22,223 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 1 day, 2:09:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8394, loss: 0.8394, grad_norm: 6.1521 2021-06-20 05:51:33,376 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 1 day, 2:09:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9180, loss_cls: 0.8361, loss: 0.8361, grad_norm: 5.9072 2021-06-20 05:51:44,543 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 1 day, 2:08:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9227, loss_cls: 0.8495, loss: 0.8495, grad_norm: 6.0502 2021-06-20 05:51:55,677 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 1 day, 2:08:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8629, loss: 0.8629, grad_norm: 5.7999 2021-06-20 05:52:06,833 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 1 day, 2:08:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9227, loss_cls: 0.8122, loss: 0.8122, grad_norm: 5.7061 2021-06-20 05:52:17,986 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 1 day, 2:08:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9219, loss_cls: 0.8194, loss: 0.8194, grad_norm: 5.7537 2021-06-20 05:52:29,137 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 1 day, 2:08:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7907, loss: 0.7907, grad_norm: 5.4920 2021-06-20 05:52:40,280 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 1 day, 2:07:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9437, loss_cls: 0.7790, loss: 0.7790, grad_norm: 5.9834 2021-06-20 05:52:51,430 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 1 day, 2:07:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7903, loss: 0.7903, grad_norm: 5.9537 2021-06-20 05:53:02,578 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 1 day, 2:07:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9461, loss_cls: 0.7824, loss: 0.7824, grad_norm: 5.9389 2021-06-20 05:53:13,751 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 1 day, 2:07:21, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.9063, loss: 0.9063, grad_norm: 6.2157 2021-06-20 05:53:24,884 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 1 day, 2:07:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8115, loss: 0.8115, grad_norm: 5.8599 2021-06-20 05:53:36,041 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 1 day, 2:06:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8370, loss: 0.8370, grad_norm: 6.0505 2021-06-20 05:53:47,193 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 1 day, 2:06:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.8120, loss: 0.8120, grad_norm: 6.0731 2021-06-20 05:53:58,351 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 1 day, 2:06:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.1238 2021-06-20 05:54:09,525 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 1 day, 2:06:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9352, loss_cls: 0.7708, loss: 0.7708, grad_norm: 5.7683 2021-06-20 05:54:20,663 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 1 day, 2:06:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9383, loss_cls: 0.7923, loss: 0.7923, grad_norm: 5.8402 2021-06-20 05:54:31,803 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 1 day, 2:05:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8395, loss: 0.8395, grad_norm: 6.1216 2021-06-20 05:54:42,942 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 1 day, 2:05:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.7988, loss: 0.7988, grad_norm: 5.8871 2021-06-20 05:54:54,088 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 1 day, 2:05:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9336, loss_cls: 0.8176, loss: 0.8176, grad_norm: 5.8741 2021-06-20 05:55:05,276 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 1 day, 2:05:23, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9015, loss: 0.9015, grad_norm: 6.3009 2021-06-20 05:55:16,414 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 1 day, 2:05:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9297, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.0209 2021-06-20 05:55:27,563 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 1 day, 2:04:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.4026 2021-06-20 05:55:38,699 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 1 day, 2:04:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.8265, loss: 0.8265, grad_norm: 5.9240 2021-06-20 05:55:49,858 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 1 day, 2:04:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9187, loss_cls: 0.9023, loss: 0.9023, grad_norm: 6.2138 2021-06-20 05:56:01,027 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 1 day, 2:04:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9250, loss_cls: 0.8416, loss: 0.8416, grad_norm: 5.9327 2021-06-20 05:56:12,177 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 1 day, 2:04:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9297, loss_cls: 0.8026, loss: 0.8026, grad_norm: 5.7854 2021-06-20 05:56:23,324 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 1 day, 2:04:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9430, loss_cls: 0.7672, loss: 0.7672, grad_norm: 5.6190 2021-06-20 05:56:34,459 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 1 day, 2:03:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9328, loss_cls: 0.8247, loss: 0.8247, grad_norm: 5.8653 2021-06-20 05:56:45,607 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 1 day, 2:03:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.1040 2021-06-20 05:56:56,755 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 1 day, 2:03:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.8449, loss: 0.8449, grad_norm: 6.0875 2021-06-20 05:57:07,919 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 1 day, 2:03:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8539, loss: 0.8539, grad_norm: 6.0956 2021-06-20 05:57:19,037 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 1 day, 2:03:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.8555, loss: 0.8555, grad_norm: 5.9940 2021-06-20 05:57:30,189 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 1 day, 2:02:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9320, loss_cls: 0.7807, loss: 0.7807, grad_norm: 5.7148 2021-06-20 05:57:41,337 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 1 day, 2:02:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9289, loss_cls: 0.8202, loss: 0.8202, grad_norm: 5.8387 2021-06-20 05:57:52,500 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 1 day, 2:02:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.3579 2021-06-20 05:58:03,669 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 1 day, 2:02:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9453, loss_cls: 0.7874, loss: 0.7874, grad_norm: 5.8837 2021-06-20 05:58:14,828 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 1 day, 2:02:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.9560 2021-06-20 05:58:25,957 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 1 day, 2:01:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9367, loss_cls: 0.8080, loss: 0.8080, grad_norm: 6.0396 2021-06-20 05:58:37,124 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 1 day, 2:01:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9211, loss_cls: 0.8190, loss: 0.8190, grad_norm: 5.9199 2021-06-20 05:58:48,271 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 1 day, 2:01:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9203, loss_cls: 0.8964, loss: 0.8964, grad_norm: 6.2320 2021-06-20 05:58:59,411 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 1 day, 2:01:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9180, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.0500 2021-06-20 05:59:10,551 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 1 day, 2:01:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8533, loss: 0.8533, grad_norm: 6.1166 2021-06-20 05:59:21,691 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 1 day, 2:00:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8748, loss: 0.8748, grad_norm: 6.1168 2021-06-20 05:59:32,834 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 1 day, 2:00:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9258, loss_cls: 0.8276, loss: 0.8276, grad_norm: 5.6467 2021-06-20 05:59:43,990 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 1 day, 2:00:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.1676 2021-06-20 05:59:55,144 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 1 day, 2:00:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.7975, loss: 0.7975, grad_norm: 5.8349 2021-06-20 06:00:08,810 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 1 day, 2:00:05, time: 0.675, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8536, loss: 0.8536, grad_norm: 5.6832 2021-06-20 06:00:19,990 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 1 day, 1:59:54, time: 0.568, data_time: 0.013, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9148, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.0942 2021-06-20 06:00:31,140 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 1 day, 1:59:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9048, loss: 0.9048, grad_norm: 6.3314 2021-06-20 06:00:42,278 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 1 day, 1:59:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8209, loss: 0.8209, grad_norm: 5.9579 2021-06-20 06:00:53,420 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 1 day, 1:59:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.8098, loss: 0.8098, grad_norm: 6.1572 2021-06-20 06:01:04,556 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 1 day, 1:59:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.8810, loss: 0.8810, grad_norm: 6.2587 2021-06-20 06:01:15,688 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 1 day, 1:58:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.7914, loss: 0.7914, grad_norm: 5.6738 2021-06-20 06:01:26,831 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 1 day, 1:58:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8404, loss: 0.8404, grad_norm: 5.9402 2021-06-20 06:01:37,991 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 1 day, 1:58:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8114, loss: 0.8114, grad_norm: 5.9885 2021-06-20 06:01:49,148 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 1 day, 1:58:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9266, loss_cls: 0.8317, loss: 0.8317, grad_norm: 6.2027 2021-06-20 06:02:00,287 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 1 day, 1:58:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8846, loss: 0.8846, grad_norm: 6.2345 2021-06-20 06:02:11,430 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 1 day, 1:57:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9391, loss_cls: 0.8077, loss: 0.8077, grad_norm: 6.0428 2021-06-20 06:02:22,571 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 1 day, 1:57:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8484, loss: 0.8484, grad_norm: 6.0931 2021-06-20 06:02:33,714 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 1 day, 1:57:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8666, loss: 0.8666, grad_norm: 6.1815 2021-06-20 06:02:44,877 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 1 day, 1:57:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8322, loss: 0.8322, grad_norm: 6.1748 2021-06-20 06:02:56,022 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 1 day, 1:57:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9258, loss_cls: 0.7964, loss: 0.7964, grad_norm: 5.8085 2021-06-20 06:03:07,162 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 1 day, 1:56:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7947, loss: 0.7947, grad_norm: 5.9731 2021-06-20 06:03:18,310 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 1 day, 1:56:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9414, loss_cls: 0.7903, loss: 0.7903, grad_norm: 5.8985 2021-06-20 06:03:29,442 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 1 day, 1:56:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8527, loss: 0.8527, grad_norm: 6.0727 2021-06-20 06:03:40,594 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 1 day, 1:56:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9172, loss_cls: 0.8600, loss: 0.8600, grad_norm: 5.8196 2021-06-20 06:03:51,758 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 1 day, 1:56:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7743, loss: 0.7743, grad_norm: 5.7754 2021-06-20 06:04:02,904 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 1 day, 1:55:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8315, loss: 0.8315, grad_norm: 6.1154 2021-06-20 06:04:14,059 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 1 day, 1:55:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8835, loss: 0.8835, grad_norm: 6.2102 2021-06-20 06:04:25,198 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 1 day, 1:55:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8208, loss: 0.8208, grad_norm: 5.7662 2021-06-20 06:04:36,351 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 1 day, 1:55:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9367, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.0538 2021-06-20 06:04:47,486 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 1 day, 1:55:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8517, loss: 0.8517, grad_norm: 5.8376 2021-06-20 06:04:58,645 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 1 day, 1:54:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8460, loss: 0.8460, grad_norm: 6.0696 2021-06-20 06:05:09,844 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 1 day, 1:54:47, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9320, loss_cls: 0.8606, loss: 0.8606, grad_norm: 6.2130 2021-06-20 06:05:20,981 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 1 day, 1:54:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.1459 2021-06-20 06:05:32,130 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 1 day, 1:54:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9320, loss_cls: 0.7897, loss: 0.7897, grad_norm: 5.7292 2021-06-20 06:05:43,266 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 1 day, 1:54:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.1876 2021-06-20 06:05:54,428 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 1 day, 1:54:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9414, loss_cls: 0.7852, loss: 0.7852, grad_norm: 5.9404 2021-06-20 06:06:05,570 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 1 day, 1:53:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.1582 2021-06-20 06:06:16,730 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 1 day, 1:53:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.3202 2021-06-20 06:06:27,890 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 1 day, 1:53:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9219, loss_cls: 0.8443, loss: 0.8443, grad_norm: 5.9301 2021-06-20 06:06:39,047 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 1 day, 1:53:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9234, loss_cls: 0.8367, loss: 0.8367, grad_norm: 5.9833 2021-06-20 06:06:50,193 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 1 day, 1:53:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.0900 2021-06-20 06:07:01,366 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 1 day, 1:52:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.9482 2021-06-20 06:07:12,513 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 1 day, 1:52:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9187, loss_cls: 0.8764, loss: 0.8764, grad_norm: 6.0614 2021-06-20 06:07:23,655 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 1 day, 1:52:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8375, loss: 0.8375, grad_norm: 6.0152 2021-06-20 06:07:34,801 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 1 day, 1:52:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8036, loss: 0.8036, grad_norm: 6.0468 2021-06-20 06:07:45,970 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 1 day, 1:52:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8103, loss: 0.8103, grad_norm: 5.9435 2021-06-20 06:07:57,128 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 1 day, 1:51:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.8622, loss: 0.8622, grad_norm: 6.1842 2021-06-20 06:08:08,277 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 1 day, 1:51:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9028, loss: 0.9028, grad_norm: 6.1397 2021-06-20 06:08:19,416 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 1 day, 1:51:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8493, loss: 0.8493, grad_norm: 6.0318 2021-06-20 06:08:30,572 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 1 day, 1:51:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.8884, loss: 0.8884, grad_norm: 6.1166 2021-06-20 06:08:52,581 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-06-20 06:10:51,781 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 1 day, 1:52:06, time: 5.914, data_time: 5.327, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9078, loss_cls: 0.8762, loss: 0.8762, grad_norm: 5.9541 2021-06-20 06:11:02,907 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 1 day, 1:51:54, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9281, loss_cls: 0.8257, loss: 0.8257, grad_norm: 5.8655 2021-06-20 06:11:14,013 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 1 day, 1:51:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8544, loss: 0.8544, grad_norm: 6.1479 2021-06-20 06:11:25,142 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 1 day, 1:51:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.8111, loss: 0.8111, grad_norm: 5.8942 2021-06-20 06:11:36,246 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 1 day, 1:51:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9273, loss_cls: 0.8777, loss: 0.8777, grad_norm: 6.1879 2021-06-20 06:11:47,384 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 1 day, 1:51:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7592, loss: 0.7592, grad_norm: 5.8231 2021-06-20 06:11:58,522 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 1 day, 1:50:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9211, loss_cls: 0.8439, loss: 0.8439, grad_norm: 5.8637 2021-06-20 06:12:09,633 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 1 day, 1:50:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9242, loss_cls: 0.8195, loss: 0.8195, grad_norm: 5.8927 2021-06-20 06:12:20,761 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 1 day, 1:50:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9414, loss_cls: 0.7619, loss: 0.7619, grad_norm: 5.8626 2021-06-20 06:12:31,897 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 1 day, 1:50:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8600, loss: 0.8600, grad_norm: 6.0556 2021-06-20 06:12:43,017 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 1 day, 1:50:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8203, loss: 0.8203, grad_norm: 5.9688 2021-06-20 06:12:54,149 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 1 day, 1:49:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9383, loss_cls: 0.8186, loss: 0.8186, grad_norm: 5.9926 2021-06-20 06:13:05,272 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 1 day, 1:49:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9273, loss_cls: 0.8494, loss: 0.8494, grad_norm: 5.8332 2021-06-20 06:13:16,419 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 1 day, 1:49:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9117, loss_cls: 0.9448, loss: 0.9448, grad_norm: 6.3009 2021-06-20 06:13:27,568 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 1 day, 1:49:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9383, loss_cls: 0.8297, loss: 0.8297, grad_norm: 6.0559 2021-06-20 06:13:38,718 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 1 day, 1:49:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.8021, loss: 0.8021, grad_norm: 5.7558 2021-06-20 06:13:49,862 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 1 day, 1:48:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.7948, loss: 0.7948, grad_norm: 5.6376 2021-06-20 06:14:01,003 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 1 day, 1:48:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.8314, loss: 0.8314, grad_norm: 6.0630 2021-06-20 06:14:12,162 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 1 day, 1:48:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9336, loss_cls: 0.7515, loss: 0.7515, grad_norm: 5.7132 2021-06-20 06:14:23,307 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 1 day, 1:48:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9305, loss_cls: 0.7851, loss: 0.7851, grad_norm: 5.7489 2021-06-20 06:14:34,466 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 1 day, 1:48:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9242, loss_cls: 0.8267, loss: 0.8267, grad_norm: 5.8728 2021-06-20 06:14:45,610 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 1 day, 1:47:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9406, loss_cls: 0.7835, loss: 0.7835, grad_norm: 5.7930 2021-06-20 06:14:56,734 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 1 day, 1:47:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8297, loss: 0.8297, grad_norm: 5.9863 2021-06-20 06:15:08,104 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 1 day, 1:47:34, time: 0.568, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.8051, loss: 0.8051, grad_norm: 5.8956 2021-06-20 06:15:19,214 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 1 day, 1:47:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8195, loss: 0.8195, grad_norm: 5.8962 2021-06-20 06:15:30,367 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 1 day, 1:47:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9289, loss_cls: 0.8340, loss: 0.8340, grad_norm: 6.0019 2021-06-20 06:15:41,510 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 1 day, 1:46:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9344, loss_cls: 0.7982, loss: 0.7982, grad_norm: 6.0762 2021-06-20 06:15:52,647 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 1 day, 1:46:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7466, loss: 0.7466, grad_norm: 5.9026 2021-06-20 06:16:03,810 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 1 day, 1:46:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7758, loss: 0.7758, grad_norm: 5.7838 2021-06-20 06:16:14,963 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 1 day, 1:46:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9266, loss_cls: 0.8061, loss: 0.8061, grad_norm: 5.9731 2021-06-20 06:16:26,088 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 1 day, 1:46:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8149, loss: 0.8149, grad_norm: 6.0492 2021-06-20 06:16:37,230 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 1 day, 1:46:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9344, loss_cls: 0.8240, loss: 0.8240, grad_norm: 6.1446 2021-06-20 06:16:48,373 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 1 day, 1:45:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9227, loss_cls: 0.8683, loss: 0.8683, grad_norm: 6.0025 2021-06-20 06:16:59,529 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 1 day, 1:45:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8671, loss: 0.8671, grad_norm: 6.2080 2021-06-20 06:17:10,667 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 1 day, 1:45:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9375, loss_cls: 0.8402, loss: 0.8402, grad_norm: 5.8904 2021-06-20 06:17:21,818 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 1 day, 1:45:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9352, loss_cls: 0.8486, loss: 0.8486, grad_norm: 6.0839 2021-06-20 06:17:32,954 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 1 day, 1:45:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.9822 2021-06-20 06:17:44,102 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 1 day, 1:44:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8414, loss: 0.8414, grad_norm: 6.2205 2021-06-20 06:17:55,258 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 1 day, 1:44:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9453, loss_cls: 0.7560, loss: 0.7560, grad_norm: 5.9430 2021-06-20 06:18:06,404 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 1 day, 1:44:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9313, loss_cls: 0.8051, loss: 0.8051, grad_norm: 6.2227 2021-06-20 06:18:17,520 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 1 day, 1:44:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9344, loss_cls: 0.7729, loss: 0.7729, grad_norm: 5.9886 2021-06-20 06:18:28,650 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 1 day, 1:44:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9344, loss_cls: 0.8932, loss: 0.8932, grad_norm: 6.1912 2021-06-20 06:18:39,795 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 1 day, 1:43:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8067, loss: 0.8067, grad_norm: 6.0413 2021-06-20 06:18:50,942 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 1 day, 1:43:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.8724, loss: 0.8724, grad_norm: 6.0570 2021-06-20 06:19:02,091 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 1 day, 1:43:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9297, loss_cls: 0.8951, loss: 0.8951, grad_norm: 6.3047 2021-06-20 06:19:13,250 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 1 day, 1:43:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9492, loss_cls: 0.7458, loss: 0.7458, grad_norm: 5.9476 2021-06-20 06:19:24,395 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 1 day, 1:43:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9352, loss_cls: 0.8193, loss: 0.8193, grad_norm: 6.2296 2021-06-20 06:19:35,559 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 1 day, 1:42:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8324, loss: 0.8324, grad_norm: 6.0155 2021-06-20 06:19:46,710 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 1 day, 1:42:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8362, loss: 0.8362, grad_norm: 6.2363 2021-06-20 06:19:57,892 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 1 day, 1:42:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8380, loss: 0.8380, grad_norm: 6.2950 2021-06-20 06:20:09,072 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 1 day, 1:42:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.1685 2021-06-20 06:20:20,237 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 1 day, 1:42:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9383, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.0548 2021-06-20 06:20:31,379 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 1 day, 1:41:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9266, loss_cls: 0.8071, loss: 0.8071, grad_norm: 5.9416 2021-06-20 06:20:42,546 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 1 day, 1:41:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9305, loss_cls: 0.8047, loss: 0.8047, grad_norm: 5.8816 2021-06-20 06:20:53,722 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 1 day, 1:41:28, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9281, loss_cls: 0.7640, loss: 0.7640, grad_norm: 5.7773 2021-06-20 06:21:04,876 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 1 day, 1:41:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.9172, loss: 0.9172, grad_norm: 6.5767 2021-06-20 06:21:16,030 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 1 day, 1:41:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8459, loss: 0.8459, grad_norm: 6.1854 2021-06-20 06:21:27,175 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 1 day, 1:40:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9414, loss_cls: 0.8180, loss: 0.8180, grad_norm: 5.9580 2021-06-20 06:21:38,333 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 1 day, 1:40:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9180, loss_cls: 0.8423, loss: 0.8423, grad_norm: 6.1281 2021-06-20 06:21:49,496 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 1 day, 1:40:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9320, loss_cls: 0.7807, loss: 0.7807, grad_norm: 6.0551 2021-06-20 06:22:00,650 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 1 day, 1:40:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.1305 2021-06-20 06:22:11,819 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 1 day, 1:40:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.8543, loss: 0.8543, grad_norm: 6.2769 2021-06-20 06:22:22,968 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 1 day, 1:39:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.1795 2021-06-20 06:22:34,125 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 1 day, 1:39:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.8095, loss: 0.8095, grad_norm: 5.9943 2021-06-20 06:22:45,249 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 1 day, 1:39:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9328, loss_cls: 0.8428, loss: 0.8428, grad_norm: 6.1377 2021-06-20 06:22:56,397 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 1 day, 1:39:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.2460 2021-06-20 06:23:07,546 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 1 day, 1:39:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.8711, loss: 0.8711, grad_norm: 6.1901 2021-06-20 06:23:18,697 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 1 day, 1:38:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9148, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.1933 2021-06-20 06:23:29,870 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 1 day, 1:38:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7521, loss: 0.7521, grad_norm: 5.8184 2021-06-20 06:23:41,021 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 1 day, 1:38:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8554, loss: 0.8554, grad_norm: 5.8995 2021-06-20 06:23:52,151 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 1 day, 1:38:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8493, loss: 0.8493, grad_norm: 6.1987 2021-06-20 06:24:03,312 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 1 day, 1:38:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9336, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.1606 2021-06-20 06:24:14,468 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 1 day, 1:37:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.0339 2021-06-20 06:24:25,609 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 1 day, 1:37:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9344, loss_cls: 0.7846, loss: 0.7846, grad_norm: 5.8548 2021-06-20 06:24:36,803 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 1 day, 1:37:32, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.7801, loss: 0.7801, grad_norm: 5.7741 2021-06-20 06:24:47,921 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 1 day, 1:37:20, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.1715 2021-06-20 06:24:59,071 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 1 day, 1:37:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9406, loss_cls: 0.7628, loss: 0.7628, grad_norm: 5.8105 2021-06-20 06:25:10,242 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 1 day, 1:36:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9383, loss_cls: 0.8208, loss: 0.8208, grad_norm: 6.2311 2021-06-20 06:25:21,416 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 1 day, 1:36:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8650, loss: 0.8650, grad_norm: 6.2102 2021-06-20 06:25:32,579 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 1 day, 1:36:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8462, loss: 0.8462, grad_norm: 6.0578 2021-06-20 06:25:43,734 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 1 day, 1:36:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9336, loss_cls: 0.7950, loss: 0.7950, grad_norm: 5.9725 2021-06-20 06:25:54,876 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 1 day, 1:36:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9398, loss_cls: 0.7898, loss: 0.7898, grad_norm: 5.9958 2021-06-20 06:26:06,028 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 1 day, 1:35:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9391, loss_cls: 0.7659, loss: 0.7659, grad_norm: 6.0115 2021-06-20 06:26:17,205 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 1 day, 1:35:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9406, loss_cls: 0.7792, loss: 0.7792, grad_norm: 5.8893 2021-06-20 06:26:28,383 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 1 day, 1:35:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7962, loss: 0.7962, grad_norm: 5.9783 2021-06-20 06:26:39,539 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 1 day, 1:35:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8337, loss: 0.8337, grad_norm: 6.0651 2021-06-20 06:26:50,698 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 1 day, 1:35:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9313, loss_cls: 0.7567, loss: 0.7567, grad_norm: 5.7670 2021-06-20 06:27:01,907 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 1 day, 1:34:59, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8289, loss: 0.8289, grad_norm: 6.0684 2021-06-20 06:27:13,048 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 1 day, 1:34:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9234, loss_cls: 0.8307, loss: 0.8307, grad_norm: 5.9640 2021-06-20 06:27:24,189 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 1 day, 1:34:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9242, loss_cls: 0.8281, loss: 0.8281, grad_norm: 6.1456 2021-06-20 06:27:35,349 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 1 day, 1:34:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9211, loss_cls: 0.8339, loss: 0.8339, grad_norm: 6.1259 2021-06-20 06:27:46,478 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 1 day, 1:34:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.0154 2021-06-20 06:27:57,642 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 1 day, 1:34:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9234, loss_cls: 0.8215, loss: 0.8215, grad_norm: 5.8477 2021-06-20 06:28:08,786 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 1 day, 1:33:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9422, loss_cls: 0.7228, loss: 0.7228, grad_norm: 5.6905 2021-06-20 06:28:19,943 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 1 day, 1:33:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9109, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.3466 2021-06-20 06:28:31,126 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 1 day, 1:33:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7652, loss: 0.7652, grad_norm: 5.6760 2021-06-20 06:28:42,274 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 1 day, 1:33:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9352, loss_cls: 0.7992, loss: 0.7992, grad_norm: 6.0819 2021-06-20 06:28:53,397 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 1 day, 1:33:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9398, loss_cls: 0.7846, loss: 0.7846, grad_norm: 5.7624 2021-06-20 06:29:04,553 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 1 day, 1:32:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9398, loss_cls: 0.7953, loss: 0.7953, grad_norm: 6.0624 2021-06-20 06:29:15,715 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 1 day, 1:32:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.7892, loss: 0.7892, grad_norm: 5.9791 2021-06-20 06:29:26,858 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 1 day, 1:32:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8857, loss: 0.8857, grad_norm: 6.2376 2021-06-20 06:29:38,004 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 1 day, 1:32:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9375, loss_cls: 0.8220, loss: 0.8220, grad_norm: 6.1911 2021-06-20 06:29:49,157 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 1 day, 1:32:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9258, loss_cls: 0.8617, loss: 0.8617, grad_norm: 6.1479 2021-06-20 06:30:00,304 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 1 day, 1:31:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.1874 2021-06-20 06:30:11,483 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 1 day, 1:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9180, loss_cls: 0.8320, loss: 0.8320, grad_norm: 6.1333 2021-06-20 06:30:22,631 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 1 day, 1:31:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.9043, loss: 0.9043, grad_norm: 6.4167 2021-06-20 06:30:33,776 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 1 day, 1:31:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9398, loss_cls: 0.8296, loss: 0.8296, grad_norm: 6.1406 2021-06-20 06:30:44,920 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 1 day, 1:31:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7427, loss: 0.7427, grad_norm: 5.7235 2021-06-20 06:30:56,074 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 1 day, 1:30:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8508, loss: 0.8508, grad_norm: 6.2289 2021-06-20 06:31:07,238 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 1 day, 1:30:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9367, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.0863 2021-06-20 06:31:18,336 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 1 day, 1:30:27, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9484, loss_cls: 0.7330, loss: 0.7330, grad_norm: 5.7754 2021-06-20 06:31:29,473 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 1 day, 1:30:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9180, loss_cls: 0.8693, loss: 0.8693, grad_norm: 6.1587 2021-06-20 06:31:40,633 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 1 day, 1:30:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9391, loss_cls: 0.8058, loss: 0.8058, grad_norm: 5.9367 2021-06-20 06:31:51,777 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 1 day, 1:29:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8179, loss: 0.8179, grad_norm: 6.1583 2021-06-20 06:32:02,927 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 1 day, 1:29:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.8014, loss: 0.8014, grad_norm: 5.9751 2021-06-20 06:32:14,074 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 1 day, 1:29:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8286, loss: 0.8286, grad_norm: 6.1418 2021-06-20 06:32:25,208 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 1 day, 1:29:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9383, loss_cls: 0.8137, loss: 0.8137, grad_norm: 6.1048 2021-06-20 06:32:36,369 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 1 day, 1:29:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9234, loss_cls: 0.8808, loss: 0.8808, grad_norm: 6.4018 2021-06-20 06:32:47,520 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 1 day, 1:28:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8155, loss: 0.8155, grad_norm: 5.9118 2021-06-20 06:32:58,688 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 1 day, 1:28:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8393, loss: 0.8393, grad_norm: 6.1260 2021-06-20 06:33:09,821 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 1 day, 1:28:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.8085, loss: 0.8085, grad_norm: 6.1060 2021-06-20 06:33:20,982 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 1 day, 1:28:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8686, loss: 0.8686, grad_norm: 6.2765 2021-06-20 06:33:32,123 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 1 day, 1:28:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9180, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.1939 2021-06-20 06:33:43,289 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 1 day, 1:27:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9313, loss_cls: 0.8271, loss: 0.8271, grad_norm: 5.9635 2021-06-20 06:33:54,457 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 1 day, 1:27:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9085, loss: 0.9085, grad_norm: 6.3486 2021-06-20 06:34:05,598 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 1 day, 1:27:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9328, loss_cls: 0.8312, loss: 0.8312, grad_norm: 6.0735 2021-06-20 06:34:16,746 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 1 day, 1:27:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9477, loss_cls: 0.7612, loss: 0.7612, grad_norm: 6.0436 2021-06-20 06:34:27,914 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 1 day, 1:27:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.8124, loss: 0.8124, grad_norm: 6.1480 2021-06-20 06:34:39,071 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 1 day, 1:26:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7996, loss: 0.7996, grad_norm: 5.8199 2021-06-20 06:34:50,230 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 1 day, 1:26:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9328, loss_cls: 0.8220, loss: 0.8220, grad_norm: 6.1279 2021-06-20 06:35:01,367 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 1 day, 1:26:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7690, loss: 0.7690, grad_norm: 5.9176 2021-06-20 06:35:12,543 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 1 day, 1:26:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7879, loss: 0.7879, grad_norm: 5.9531 2021-06-20 06:35:23,694 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 1 day, 1:26:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9305, loss_cls: 0.8093, loss: 0.8093, grad_norm: 5.6365 2021-06-20 06:35:34,851 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 1 day, 1:25:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.8237, loss: 0.8237, grad_norm: 5.8762 2021-06-20 06:35:46,027 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 1 day, 1:25:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9297, loss_cls: 0.8471, loss: 0.8471, grad_norm: 5.9657 2021-06-20 06:35:57,177 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 1 day, 1:25:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.7799, loss: 0.7799, grad_norm: 5.9832 2021-06-20 06:36:08,319 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 1 day, 1:25:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8628, loss: 0.8628, grad_norm: 6.1606 2021-06-20 06:36:19,471 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 1 day, 1:25:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9117, loss: 0.9117, grad_norm: 6.2609 2021-06-20 06:36:30,619 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 1 day, 1:24:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9234, loss_cls: 0.7959, loss: 0.7959, grad_norm: 5.7449 2021-06-20 06:36:41,768 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 1 day, 1:24:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7683, loss: 0.7683, grad_norm: 5.8655 2021-06-20 06:36:52,909 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 1 day, 1:24:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9367, loss_cls: 0.8111, loss: 0.8111, grad_norm: 6.1190 2021-06-20 06:37:04,051 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 1 day, 1:24:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9187, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.0534 2021-06-20 06:37:15,199 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 1 day, 1:24:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.7998, loss: 0.7998, grad_norm: 6.1759 2021-06-20 06:37:26,339 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 1 day, 1:23:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7938, loss: 0.7938, grad_norm: 5.9223 2021-06-20 06:37:37,520 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 1 day, 1:23:46, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9437, loss_cls: 0.7863, loss: 0.7863, grad_norm: 6.0781 2021-06-20 06:37:48,687 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 1 day, 1:23:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.8734, loss: 0.8734, grad_norm: 6.3849 2021-06-20 06:37:59,855 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 1 day, 1:23:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.0807 2021-06-20 06:38:11,007 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 1 day, 1:23:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.0901 2021-06-20 06:38:22,135 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 1 day, 1:22:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9289, loss_cls: 0.8452, loss: 0.8452, grad_norm: 5.9259 2021-06-20 06:38:33,286 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 1 day, 1:22:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7796, loss: 0.7796, grad_norm: 5.9356 2021-06-20 06:38:44,426 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 1 day, 1:22:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8659, loss: 0.8659, grad_norm: 6.1601 2021-06-20 06:38:55,573 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 1 day, 1:22:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8226, loss: 0.8226, grad_norm: 6.0059 2021-06-20 06:39:06,709 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 1 day, 1:22:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9250, loss_cls: 0.8095, loss: 0.8095, grad_norm: 5.7499 2021-06-20 06:39:17,881 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 1 day, 1:22:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7927, loss: 0.7927, grad_norm: 5.7972 2021-06-20 06:39:29,038 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 1 day, 1:21:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.8013, loss: 0.8013, grad_norm: 5.9507 2021-06-20 06:39:40,188 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 1 day, 1:21:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9227, loss_cls: 0.8450, loss: 0.8450, grad_norm: 6.1105 2021-06-20 06:39:51,353 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 1 day, 1:21:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7919, loss: 0.7919, grad_norm: 5.9376 2021-06-20 06:40:02,501 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 1 day, 1:21:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8217, loss: 0.8217, grad_norm: 5.9130 2021-06-20 06:40:13,659 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 1 day, 1:21:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7884, loss: 0.7884, grad_norm: 6.0077 2021-06-20 06:40:24,804 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 1 day, 1:20:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8348, loss: 0.8348, grad_norm: 5.9840 2021-06-20 06:40:35,956 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 1 day, 1:20:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9250, loss_cls: 0.8181, loss: 0.8181, grad_norm: 6.0304 2021-06-20 06:40:47,109 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 1 day, 1:20:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8318, loss: 0.8318, grad_norm: 6.3790 2021-06-20 06:40:58,264 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 1 day, 1:20:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.8008, loss: 0.8008, grad_norm: 6.0144 2021-06-20 06:41:09,394 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 1 day, 1:20:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8524, loss: 0.8524, grad_norm: 6.1904 2021-06-20 06:41:20,522 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 1 day, 1:19:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.4869 2021-06-20 06:41:31,651 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 1 day, 1:19:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.8227, loss: 0.8227, grad_norm: 6.3088 2021-06-20 06:41:42,812 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 1 day, 1:19:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.7939, loss: 0.7939, grad_norm: 5.8162 2021-06-20 06:41:54,001 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 1 day, 1:19:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.1977 2021-06-20 06:42:05,095 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 1 day, 1:19:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9375, loss_cls: 0.8037, loss: 0.8037, grad_norm: 6.0036 2021-06-20 06:42:16,252 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 1 day, 1:18:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.1386 2021-06-20 06:42:27,388 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 1 day, 1:18:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9211, loss_cls: 0.8742, loss: 0.8742, grad_norm: 6.1777 2021-06-20 06:42:38,550 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 1 day, 1:18:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9266, loss_cls: 0.8180, loss: 0.8180, grad_norm: 6.0452 2021-06-20 06:42:49,717 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 1 day, 1:18:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8378, loss: 0.8378, grad_norm: 6.1018 2021-06-20 06:43:00,866 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 1 day, 1:18:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.8272, loss: 0.8272, grad_norm: 6.2540 2021-06-20 06:43:11,988 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 1 day, 1:17:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.2636 2021-06-20 06:43:23,122 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 1 day, 1:17:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8562, loss: 0.8562, grad_norm: 5.9748 2021-06-20 06:43:34,263 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 1 day, 1:17:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8587, loss: 0.8587, grad_norm: 5.9926 2021-06-20 06:43:45,425 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 1 day, 1:17:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9375, loss_cls: 0.8200, loss: 0.8200, grad_norm: 6.1384 2021-06-20 06:43:56,587 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 1 day, 1:17:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9344, loss_cls: 0.7819, loss: 0.7819, grad_norm: 5.7752 2021-06-20 06:44:07,736 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 1 day, 1:16:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9273, loss_cls: 0.8001, loss: 0.8001, grad_norm: 5.9557 2021-06-20 06:44:18,900 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 1 day, 1:16:41, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9328, loss_cls: 0.8244, loss: 0.8244, grad_norm: 5.9995 2021-06-20 06:44:30,060 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 1 day, 1:16:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9336, loss_cls: 0.7970, loss: 0.7970, grad_norm: 6.1480 2021-06-20 06:44:41,229 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 1 day, 1:16:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9469, loss_cls: 0.7725, loss: 0.7725, grad_norm: 6.0925 2021-06-20 06:44:52,380 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 1 day, 1:16:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9422, loss_cls: 0.7775, loss: 0.7775, grad_norm: 6.0274 2021-06-20 06:45:03,482 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 1 day, 1:15:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9352, loss_cls: 0.7663, loss: 0.7663, grad_norm: 5.7972 2021-06-20 06:45:14,604 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 1 day, 1:15:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8184, loss: 0.8184, grad_norm: 5.9838 2021-06-20 06:45:25,748 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 1 day, 1:15:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9367, loss_cls: 0.8740, loss: 0.8740, grad_norm: 6.4072 2021-06-20 06:45:41,586 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-06-20 06:47:34,370 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 1 day, 1:16:15, time: 5.612, data_time: 5.039, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8368, loss: 0.8368, grad_norm: 5.9363 2021-06-20 06:47:45,522 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 1 day, 1:16:03, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7704, loss: 0.7704, grad_norm: 5.9482 2021-06-20 06:47:56,608 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 1 day, 1:15:51, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.8039, loss: 0.8039, grad_norm: 6.0663 2021-06-20 06:48:07,710 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 1 day, 1:15:39, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8459, loss: 0.8459, grad_norm: 6.1372 2021-06-20 06:48:18,805 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 1 day, 1:15:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.9040, loss: 0.9040, grad_norm: 6.2311 2021-06-20 06:48:29,975 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 1 day, 1:15:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.4537 2021-06-20 06:48:41,108 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 1 day, 1:15:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8553, loss: 0.8553, grad_norm: 6.0934 2021-06-20 06:48:52,235 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 1 day, 1:14:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.8032, loss: 0.8032, grad_norm: 6.0886 2021-06-20 06:49:03,379 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 1 day, 1:14:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8140, loss: 0.8140, grad_norm: 5.9536 2021-06-20 06:49:14,513 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 1 day, 1:14:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9336, loss_cls: 0.8244, loss: 0.8244, grad_norm: 6.0862 2021-06-20 06:49:25,648 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 1 day, 1:14:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.8055, loss: 0.8055, grad_norm: 5.7606 2021-06-20 06:49:36,785 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 1 day, 1:14:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7606, loss: 0.7606, grad_norm: 5.7989 2021-06-20 06:49:47,913 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 1 day, 1:13:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8319, loss: 0.8319, grad_norm: 6.0543 2021-06-20 06:49:59,065 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 1 day, 1:13:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.8380, loss: 0.8380, grad_norm: 5.8757 2021-06-20 06:50:10,268 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 1 day, 1:13:29, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9414, loss_cls: 0.7829, loss: 0.7829, grad_norm: 6.0021 2021-06-20 06:50:21,407 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 1 day, 1:13:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9234, loss_cls: 0.8761, loss: 0.8761, grad_norm: 6.1954 2021-06-20 06:50:32,555 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 1 day, 1:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8888, loss: 0.8888, grad_norm: 6.3610 2021-06-20 06:50:43,703 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 1 day, 1:12:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.7840, loss: 0.7840, grad_norm: 6.1056 2021-06-20 06:50:54,851 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 1 day, 1:12:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.8263, loss: 0.8263, grad_norm: 6.1067 2021-06-20 06:51:05,987 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 1 day, 1:12:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7626, loss: 0.7626, grad_norm: 5.7287 2021-06-20 06:51:17,116 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 1 day, 1:12:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9320, loss_cls: 0.7806, loss: 0.7806, grad_norm: 5.8522 2021-06-20 06:51:28,241 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 1 day, 1:12:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.8276, loss: 0.8276, grad_norm: 6.0945 2021-06-20 06:51:39,381 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 1 day, 1:11:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8677, loss: 0.8677, grad_norm: 6.2493 2021-06-20 06:51:50,532 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 1 day, 1:11:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9328, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.2374 2021-06-20 06:52:01,671 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 1 day, 1:11:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8406, loss: 0.8406, grad_norm: 5.9800 2021-06-20 06:52:12,806 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 1 day, 1:11:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7945, loss: 0.7945, grad_norm: 5.8907 2021-06-20 06:52:23,933 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 1 day, 1:11:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.7736, loss: 0.7736, grad_norm: 5.9073 2021-06-20 06:52:35,068 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 1 day, 1:10:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9422, loss_cls: 0.7719, loss: 0.7719, grad_norm: 5.8667 2021-06-20 06:52:46,224 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 1 day, 1:10:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7847, loss: 0.7847, grad_norm: 5.8643 2021-06-20 06:52:57,380 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 1 day, 1:10:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.0420 2021-06-20 06:53:08,536 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 1 day, 1:10:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8569, loss: 0.8569, grad_norm: 6.0829 2021-06-20 06:53:19,674 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 1 day, 1:10:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.8006, loss: 0.8006, grad_norm: 6.1851 2021-06-20 06:53:30,816 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 1 day, 1:09:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9289, loss_cls: 0.7864, loss: 0.7864, grad_norm: 5.8785 2021-06-20 06:53:41,975 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 1 day, 1:09:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8506, loss: 0.8506, grad_norm: 5.8544 2021-06-20 06:53:53,147 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 1 day, 1:09:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.2520 2021-06-20 06:54:04,293 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 1 day, 1:09:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8471, loss: 0.8471, grad_norm: 6.2710 2021-06-20 06:54:15,420 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 1 day, 1:09:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9344, loss_cls: 0.7804, loss: 0.7804, grad_norm: 5.8300 2021-06-20 06:54:26,567 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 1 day, 1:08:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.8590, loss: 0.8590, grad_norm: 6.2581 2021-06-20 06:54:37,693 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 1 day, 1:08:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.9082, loss: 0.9082, grad_norm: 6.2697 2021-06-20 06:54:48,858 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 1 day, 1:08:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9266, loss_cls: 0.8285, loss: 0.8285, grad_norm: 5.9011 2021-06-20 06:55:00,007 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 1 day, 1:08:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9352, loss_cls: 0.8554, loss: 0.8554, grad_norm: 6.2034 2021-06-20 06:55:11,223 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 1 day, 1:08:11, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7989, loss: 0.7989, grad_norm: 5.8152 2021-06-20 06:55:22,360 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 1 day, 1:07:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9258, loss_cls: 0.7818, loss: 0.7818, grad_norm: 5.9274 2021-06-20 06:55:33,494 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 1 day, 1:07:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9391, loss_cls: 0.7951, loss: 0.7951, grad_norm: 6.0574 2021-06-20 06:55:44,641 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 1 day, 1:07:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9273, loss_cls: 0.7822, loss: 0.7822, grad_norm: 5.8027 2021-06-20 06:55:55,780 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 1 day, 1:07:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7968, loss: 0.7968, grad_norm: 5.9605 2021-06-20 06:56:06,897 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 1 day, 1:07:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9164, loss: 0.9164, grad_norm: 6.3554 2021-06-20 06:56:18,036 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 1 day, 1:07:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9305, loss_cls: 0.8289, loss: 0.8289, grad_norm: 5.9987 2021-06-20 06:56:29,199 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 1 day, 1:06:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7930, loss: 0.7930, grad_norm: 6.0685 2021-06-20 06:56:40,329 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 1 day, 1:06:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.2325 2021-06-20 06:56:51,475 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 1 day, 1:06:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9375, loss_cls: 0.7714, loss: 0.7714, grad_norm: 6.1531 2021-06-20 06:57:02,618 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 1 day, 1:06:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9391, loss_cls: 0.7694, loss: 0.7694, grad_norm: 5.8533 2021-06-20 06:57:13,759 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 1 day, 1:06:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9234, loss_cls: 0.8728, loss: 0.8728, grad_norm: 6.3158 2021-06-20 06:57:24,889 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 1 day, 1:05:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9219, loss_cls: 0.8441, loss: 0.8441, grad_norm: 6.0553 2021-06-20 06:57:36,036 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 1 day, 1:05:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8186, loss: 0.8186, grad_norm: 6.2018 2021-06-20 06:57:47,175 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 1 day, 1:05:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9445, loss_cls: 0.7718, loss: 0.7718, grad_norm: 5.8869 2021-06-20 06:57:58,323 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 1 day, 1:05:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.8343, loss: 0.8343, grad_norm: 6.1509 2021-06-20 06:58:09,484 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 1 day, 1:05:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9313, loss_cls: 0.7739, loss: 0.7739, grad_norm: 5.9150 2021-06-20 06:58:20,616 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 1 day, 1:04:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8084, loss: 0.8084, grad_norm: 5.9745 2021-06-20 06:58:31,771 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 1 day, 1:04:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8184, loss: 0.8184, grad_norm: 6.0657 2021-06-20 06:58:42,903 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 1 day, 1:04:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.7365, loss: 0.7365, grad_norm: 5.9768 2021-06-20 06:58:54,047 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 1 day, 1:04:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7211, loss: 0.7211, grad_norm: 5.6667 2021-06-20 06:59:05,200 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 1 day, 1:04:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8202, loss: 0.8202, grad_norm: 6.0766 2021-06-20 06:59:16,346 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 1 day, 1:03:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.8311, loss: 0.8311, grad_norm: 6.0289 2021-06-20 06:59:27,501 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 1 day, 1:03:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.8079, loss: 0.8079, grad_norm: 5.9497 2021-06-20 06:59:38,644 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 1 day, 1:03:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.8718, loss: 0.8718, grad_norm: 6.1769 2021-06-20 06:59:49,753 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 1 day, 1:03:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9289, loss_cls: 0.8961, loss: 0.8961, grad_norm: 6.3214 2021-06-20 07:00:00,898 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 1 day, 1:03:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7925, loss: 0.7925, grad_norm: 6.0999 2021-06-20 07:00:12,049 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 1 day, 1:02:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8617, loss: 0.8617, grad_norm: 6.3772 2021-06-20 07:00:23,196 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 1 day, 1:02:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9406, loss_cls: 0.7888, loss: 0.7888, grad_norm: 6.2332 2021-06-20 07:00:34,340 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 1 day, 1:02:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8325, loss: 0.8325, grad_norm: 6.1465 2021-06-20 07:00:45,472 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 1 day, 1:02:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8067, loss: 0.8067, grad_norm: 6.0574 2021-06-20 07:00:56,614 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 1 day, 1:02:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9422, loss_cls: 0.7672, loss: 0.7672, grad_norm: 5.8688 2021-06-20 07:01:07,763 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 1 day, 1:01:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7812, loss: 0.7812, grad_norm: 6.0416 2021-06-20 07:01:18,896 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 1 day, 1:01:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9234, loss_cls: 0.8363, loss: 0.8363, grad_norm: 6.3578 2021-06-20 07:01:30,019 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 1 day, 1:01:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8056, loss: 0.8056, grad_norm: 6.0804 2021-06-20 07:01:41,181 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 1 day, 1:01:17, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8342, loss: 0.8342, grad_norm: 6.1317 2021-06-20 07:01:52,319 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 1 day, 1:01:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9172, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.3179 2021-06-20 07:02:03,473 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 1 day, 1:00:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9406, loss_cls: 0.8100, loss: 0.8100, grad_norm: 6.2713 2021-06-20 07:02:14,626 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 1 day, 1:00:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.0047 2021-06-20 07:02:25,753 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 1 day, 1:00:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.8358, loss: 0.8358, grad_norm: 6.2451 2021-06-20 07:02:36,910 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 1 day, 1:00:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9180, loss_cls: 0.8759, loss: 0.8759, grad_norm: 6.0562 2021-06-20 07:02:48,057 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 1 day, 1:00:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9375, loss_cls: 0.8180, loss: 0.8180, grad_norm: 6.3068 2021-06-20 07:02:59,196 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 1 day, 0:59:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8217, loss: 0.8217, grad_norm: 5.9776 2021-06-20 07:03:10,329 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 1 day, 0:59:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8395, loss: 0.8395, grad_norm: 6.1306 2021-06-20 07:03:21,476 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 1 day, 0:59:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9266, loss_cls: 0.8405, loss: 0.8405, grad_norm: 5.9923 2021-06-20 07:03:32,625 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 1 day, 0:59:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9088, loss: 0.9088, grad_norm: 6.2344 2021-06-20 07:03:43,783 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 1 day, 0:59:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9211, loss_cls: 0.8381, loss: 0.8381, grad_norm: 6.1722 2021-06-20 07:03:54,945 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 1 day, 0:58:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9367, loss_cls: 0.7729, loss: 0.7729, grad_norm: 6.1438 2021-06-20 07:04:06,096 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 1 day, 0:58:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9352, loss_cls: 0.7970, loss: 0.7970, grad_norm: 5.9713 2021-06-20 07:04:17,235 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 1 day, 0:58:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.2052 2021-06-20 07:04:28,370 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 1 day, 0:58:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8642, loss: 0.8642, grad_norm: 6.3569 2021-06-20 07:04:39,521 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 1 day, 0:58:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9227, loss_cls: 0.8612, loss: 0.8612, grad_norm: 6.1074 2021-06-20 07:04:50,673 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 1 day, 0:57:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9352, loss_cls: 0.8311, loss: 0.8311, grad_norm: 6.1753 2021-06-20 07:05:01,832 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 1 day, 0:57:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9297, loss_cls: 0.8093, loss: 0.8093, grad_norm: 5.9294 2021-06-20 07:05:12,961 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 1 day, 0:57:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8277, loss: 0.8277, grad_norm: 6.0879 2021-06-20 07:05:24,101 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 1 day, 0:57:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9414, loss_cls: 0.7499, loss: 0.7499, grad_norm: 5.6989 2021-06-20 07:05:35,238 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 1 day, 0:57:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.4072 2021-06-20 07:05:46,382 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 1 day, 0:56:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9273, loss_cls: 0.8508, loss: 0.8508, grad_norm: 6.1379 2021-06-20 07:05:57,526 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 1 day, 0:56:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9336, loss_cls: 0.8128, loss: 0.8128, grad_norm: 6.1967 2021-06-20 07:06:08,634 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 1 day, 0:56:34, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7962, loss: 0.7962, grad_norm: 5.9890 2021-06-20 07:06:19,753 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 1 day, 0:56:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.8141, loss: 0.8141, grad_norm: 6.0670 2021-06-20 07:06:30,890 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 1 day, 0:56:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8716, loss: 0.8716, grad_norm: 6.2208 2021-06-20 07:06:42,066 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 1 day, 0:55:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9109, loss_cls: 0.8811, loss: 0.8811, grad_norm: 6.1003 2021-06-20 07:06:53,213 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 1 day, 0:55:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7579, loss: 0.7579, grad_norm: 5.9918 2021-06-20 07:07:04,349 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 1 day, 0:55:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.7999, loss: 0.7999, grad_norm: 6.0719 2021-06-20 07:07:15,463 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 1 day, 0:55:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8482, loss: 0.8482, grad_norm: 6.1301 2021-06-20 07:07:26,598 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 1 day, 0:55:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9344, loss_cls: 0.7570, loss: 0.7570, grad_norm: 5.7069 2021-06-20 07:07:37,731 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 1 day, 0:55:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.9144, loss: 0.9144, grad_norm: 6.5227 2021-06-20 07:07:48,883 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 1 day, 0:54:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7443, loss: 0.7443, grad_norm: 5.7235 2021-06-20 07:07:59,994 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 1 day, 0:54:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8315, loss: 0.8315, grad_norm: 6.1279 2021-06-20 07:08:11,136 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 1 day, 0:54:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9422, loss_cls: 0.7445, loss: 0.7445, grad_norm: 5.8870 2021-06-20 07:08:22,252 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 1 day, 0:54:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9422, loss_cls: 0.7083, loss: 0.7083, grad_norm: 5.8055 2021-06-20 07:08:33,391 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 1 day, 0:54:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8047, loss: 0.8047, grad_norm: 6.0561 2021-06-20 07:08:44,554 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 1 day, 0:53:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.3007 2021-06-20 07:08:55,697 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 1 day, 0:53:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9242, loss_cls: 0.8306, loss: 0.8306, grad_norm: 6.2829 2021-06-20 07:09:06,863 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 1 day, 0:53:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9242, loss_cls: 0.8515, loss: 0.8515, grad_norm: 6.1847 2021-06-20 07:09:17,977 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 1 day, 0:53:13, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8310, loss: 0.8310, grad_norm: 6.1020 2021-06-20 07:09:29,120 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 1 day, 0:53:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9328, loss_cls: 0.7749, loss: 0.7749, grad_norm: 5.7760 2021-06-20 07:09:40,247 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 1 day, 0:52:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9430, loss_cls: 0.7761, loss: 0.7761, grad_norm: 6.0531 2021-06-20 07:09:51,392 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 1 day, 0:52:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7407, loss: 0.7407, grad_norm: 5.7252 2021-06-20 07:10:02,540 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 1 day, 0:52:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.5009 2021-06-20 07:10:13,684 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 1 day, 0:52:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9273, loss_cls: 0.8807, loss: 0.8807, grad_norm: 6.4148 2021-06-20 07:10:24,824 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 1 day, 0:52:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8238, loss: 0.8238, grad_norm: 6.1966 2021-06-20 07:10:35,968 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 1 day, 0:51:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9336, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.1252 2021-06-20 07:10:47,085 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 1 day, 0:51:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.0157 2021-06-20 07:10:58,237 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 1 day, 0:51:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9500, loss_cls: 0.7522, loss: 0.7522, grad_norm: 6.0359 2021-06-20 07:11:09,386 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 1 day, 0:51:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8359, loss: 0.8359, grad_norm: 6.2634 2021-06-20 07:11:20,527 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 1 day, 0:51:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7980, loss: 0.7980, grad_norm: 5.9407 2021-06-20 07:11:31,676 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 1 day, 0:50:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9383, loss_cls: 0.7841, loss: 0.7841, grad_norm: 6.1409 2021-06-20 07:11:42,800 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 1 day, 0:50:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7107, loss: 0.7107, grad_norm: 5.8747 2021-06-20 07:11:53,944 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 1 day, 0:50:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9344, loss_cls: 0.8650, loss: 0.8650, grad_norm: 6.1155 2021-06-20 07:12:05,100 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 1 day, 0:50:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8635, loss: 0.8635, grad_norm: 6.2550 2021-06-20 07:12:16,268 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 1 day, 0:50:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9234, loss_cls: 0.8436, loss: 0.8436, grad_norm: 6.2126 2021-06-20 07:12:27,395 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 1 day, 0:49:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9242, loss_cls: 0.8501, loss: 0.8501, grad_norm: 6.2064 2021-06-20 07:12:38,535 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 1 day, 0:49:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.8892, loss: 0.8892, grad_norm: 6.4753 2021-06-20 07:12:49,692 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 1 day, 0:49:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9242, loss_cls: 0.8354, loss: 0.8354, grad_norm: 6.2115 2021-06-20 07:13:00,845 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 1 day, 0:49:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8059, loss: 0.8059, grad_norm: 5.9404 2021-06-20 07:13:11,988 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 1 day, 0:49:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9273, loss_cls: 0.8212, loss: 0.8212, grad_norm: 5.9480 2021-06-20 07:13:23,140 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 1 day, 0:48:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7557, loss: 0.7557, grad_norm: 5.9964 2021-06-20 07:13:34,273 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 1 day, 0:48:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9227, loss_cls: 0.8460, loss: 0.8460, grad_norm: 6.1717 2021-06-20 07:13:45,418 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 1 day, 0:48:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8204, loss: 0.8204, grad_norm: 5.9697 2021-06-20 07:13:56,584 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 1 day, 0:48:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9297, loss_cls: 0.7749, loss: 0.7749, grad_norm: 6.0497 2021-06-20 07:14:07,736 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 1 day, 0:48:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7834, loss: 0.7834, grad_norm: 5.9548 2021-06-20 07:14:18,880 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 1 day, 0:47:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9289, loss_cls: 0.7975, loss: 0.7975, grad_norm: 6.0315 2021-06-20 07:14:30,036 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 1 day, 0:47:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9375, loss_cls: 0.7519, loss: 0.7519, grad_norm: 5.8333 2021-06-20 07:14:41,198 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 1 day, 0:47:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8404, loss: 0.8404, grad_norm: 6.2405 2021-06-20 07:14:52,355 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 1 day, 0:47:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8617, loss: 0.8617, grad_norm: 6.3257 2021-06-20 07:15:03,525 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 1 day, 0:47:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9195, loss_cls: 0.8913, loss: 0.8913, grad_norm: 6.3943 2021-06-20 07:15:14,666 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 1 day, 0:46:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8544, loss: 0.8544, grad_norm: 6.3057 2021-06-20 07:15:25,797 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 1 day, 0:46:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9289, loss_cls: 0.7863, loss: 0.7863, grad_norm: 6.0167 2021-06-20 07:15:36,955 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 1 day, 0:46:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9320, loss_cls: 0.7968, loss: 0.7968, grad_norm: 6.0053 2021-06-20 07:15:48,097 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 1 day, 0:46:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.1919 2021-06-20 07:15:59,256 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 1 day, 0:46:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9352, loss_cls: 0.7998, loss: 0.7998, grad_norm: 5.9099 2021-06-20 07:16:10,407 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 1 day, 0:45:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8777, loss: 0.8777, grad_norm: 6.1389 2021-06-20 07:16:21,534 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 1 day, 0:45:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8492, loss: 0.8492, grad_norm: 6.1694 2021-06-20 07:16:32,672 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 1 day, 0:45:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9211, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.1448 2021-06-20 07:16:43,794 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 1 day, 0:45:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9297, loss_cls: 0.8790, loss: 0.8790, grad_norm: 6.3841 2021-06-20 07:16:54,936 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 1 day, 0:45:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.8686, loss: 0.8686, grad_norm: 6.2169 2021-06-20 07:17:06,068 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 1 day, 0:44:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9391, loss_cls: 0.8271, loss: 0.8271, grad_norm: 6.3841 2021-06-20 07:17:17,206 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 1 day, 0:44:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8321, loss: 0.8321, grad_norm: 6.1743 2021-06-20 07:17:28,355 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 1 day, 0:44:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8479, loss: 0.8479, grad_norm: 6.1934 2021-06-20 07:17:39,487 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 1 day, 0:44:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8096, loss: 0.8096, grad_norm: 6.0087 2021-06-20 07:17:50,648 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 1 day, 0:44:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9172, loss_cls: 0.8460, loss: 0.8460, grad_norm: 6.0639 2021-06-20 07:18:01,797 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 1 day, 0:43:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9211, loss_cls: 0.8487, loss: 0.8487, grad_norm: 6.2035 2021-06-20 07:18:12,927 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 1 day, 0:43:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8368, loss: 0.8368, grad_norm: 6.1079 2021-06-20 07:18:24,068 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 1 day, 0:43:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.8036, loss: 0.8036, grad_norm: 6.2019 2021-06-20 07:18:35,224 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 1 day, 0:43:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8491, loss: 0.8491, grad_norm: 6.2160 2021-06-20 07:18:46,357 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 1 day, 0:43:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7454, loss: 0.7454, grad_norm: 5.6623 2021-06-20 07:18:57,521 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 1 day, 0:43:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8806, loss: 0.8806, grad_norm: 6.4980 2021-06-20 07:19:08,654 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 1 day, 0:42:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9375, loss_cls: 0.8568, loss: 0.8568, grad_norm: 6.3402 2021-06-20 07:19:19,767 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 1 day, 0:42:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9234, loss_cls: 0.8005, loss: 0.8005, grad_norm: 6.1759 2021-06-20 07:19:30,918 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 1 day, 0:42:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8898, loss: 0.8898, grad_norm: 6.4505 2021-06-20 07:19:42,012 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 1 day, 0:42:13, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.2444 2021-06-20 07:19:53,157 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 1 day, 0:42:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9359, loss_cls: 0.8582, loss: 0.8582, grad_norm: 6.5260 2021-06-20 07:20:04,395 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 1 day, 0:41:49, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9328, loss_cls: 0.8161, loss: 0.8161, grad_norm: 6.0278 2021-06-20 07:20:15,544 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 1 day, 0:41:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.8099, loss: 0.8099, grad_norm: 6.0987 2021-06-20 07:20:26,675 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 1 day, 0:41:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7819, loss: 0.7819, grad_norm: 5.9555 2021-06-20 07:20:37,823 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 1 day, 0:41:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.8185, loss: 0.8185, grad_norm: 6.0600 2021-06-20 07:20:48,958 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 1 day, 0:41:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7442, loss: 0.7442, grad_norm: 5.7405 2021-06-20 07:21:00,111 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 1 day, 0:40:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9336, loss_cls: 0.8232, loss: 0.8232, grad_norm: 6.3737 2021-06-20 07:21:11,254 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 1 day, 0:40:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9391, loss_cls: 0.7389, loss: 0.7389, grad_norm: 5.9344 2021-06-20 07:21:22,416 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 1 day, 0:40:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9172, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.2599 2021-06-20 07:21:33,559 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 1 day, 0:40:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.8255, loss: 0.8255, grad_norm: 6.0983 2021-06-20 07:21:44,703 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 1 day, 0:40:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8777, loss: 0.8777, grad_norm: 6.4485 2021-06-20 07:21:55,841 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 1 day, 0:39:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9320, loss_cls: 0.8293, loss: 0.8293, grad_norm: 6.0774 2021-06-20 07:22:07,026 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 1 day, 0:39:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8626, loss: 0.8626, grad_norm: 6.1434 2021-06-20 07:22:20,348 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-06-20 07:23:54,902 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 1 day, 0:40:09, time: 4.694, data_time: 4.054, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9469, loss_cls: 0.7202, loss: 0.7202, grad_norm: 5.8171 2021-06-20 07:24:06,072 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 1 day, 0:39:57, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9398, loss_cls: 0.7673, loss: 0.7673, grad_norm: 5.8797 2021-06-20 07:24:17,186 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 1 day, 0:39:45, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7898, loss: 0.7898, grad_norm: 5.9956 2021-06-20 07:24:28,292 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 1 day, 0:39:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9336, loss_cls: 0.7829, loss: 0.7829, grad_norm: 5.8554 2021-06-20 07:24:39,416 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 1 day, 0:39:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7829, loss: 0.7829, grad_norm: 5.7340 2021-06-20 07:24:50,552 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 1 day, 0:39:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9398, loss_cls: 0.7604, loss: 0.7604, grad_norm: 5.9988 2021-06-20 07:25:01,842 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 1 day, 0:38:58, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9313, loss_cls: 0.8069, loss: 0.8069, grad_norm: 6.1697 2021-06-20 07:25:13,026 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 1 day, 0:38:46, time: 0.562, data_time: 0.005, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9352, loss_cls: 0.7978, loss: 0.7978, grad_norm: 5.9271 2021-06-20 07:25:24,162 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 1 day, 0:38:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7713, loss: 0.7713, grad_norm: 6.0209 2021-06-20 07:25:35,276 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 1 day, 0:38:22, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.8071, loss: 0.8071, grad_norm: 6.0351 2021-06-20 07:25:46,417 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 1 day, 0:38:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9313, loss_cls: 0.8140, loss: 0.8140, grad_norm: 6.2280 2021-06-20 07:25:57,553 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 1 day, 0:37:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9352, loss_cls: 0.7453, loss: 0.7453, grad_norm: 5.9095 2021-06-20 07:26:08,712 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 1 day, 0:37:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9344, loss_cls: 0.8503, loss: 0.8503, grad_norm: 6.2583 2021-06-20 07:26:19,857 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 1 day, 0:37:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8287, loss: 0.8287, grad_norm: 6.0100 2021-06-20 07:26:30,989 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 1 day, 0:37:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9492, loss_cls: 0.7556, loss: 0.7556, grad_norm: 6.2009 2021-06-20 07:26:42,146 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 1 day, 0:37:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9344, loss_cls: 0.7742, loss: 0.7742, grad_norm: 5.9810 2021-06-20 07:26:53,265 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 1 day, 0:37:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8602, loss: 0.8602, grad_norm: 6.3542 2021-06-20 07:27:04,412 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 1 day, 0:36:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9461, loss_cls: 0.7191, loss: 0.7191, grad_norm: 5.9413 2021-06-20 07:27:15,540 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 1 day, 0:36:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7947, loss: 0.7947, grad_norm: 5.9252 2021-06-20 07:27:26,683 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 1 day, 0:36:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7670, loss: 0.7670, grad_norm: 6.1083 2021-06-20 07:27:37,837 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 1 day, 0:36:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7859, loss: 0.7859, grad_norm: 5.8804 2021-06-20 07:27:48,982 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 1 day, 0:36:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.7917, loss: 0.7917, grad_norm: 5.9229 2021-06-20 07:28:00,131 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 1 day, 0:35:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8198, loss: 0.8198, grad_norm: 6.0116 2021-06-20 07:28:11,271 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 1 day, 0:35:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9336, loss_cls: 0.7994, loss: 0.7994, grad_norm: 6.0697 2021-06-20 07:28:22,418 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 1 day, 0:35:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8170, loss: 0.8170, grad_norm: 6.0898 2021-06-20 07:28:33,569 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 1 day, 0:35:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8187, loss: 0.8187, grad_norm: 6.0434 2021-06-20 07:28:44,736 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 1 day, 0:35:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7402, loss: 0.7402, grad_norm: 5.9613 2021-06-20 07:28:55,878 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 1 day, 0:34:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9305, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.8488 2021-06-20 07:29:07,015 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 1 day, 0:34:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9328, loss_cls: 0.8259, loss: 0.8259, grad_norm: 5.9480 2021-06-20 07:29:18,163 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 1 day, 0:34:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7957, loss: 0.7957, grad_norm: 6.0878 2021-06-20 07:29:29,310 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 1 day, 0:34:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8456, loss: 0.8456, grad_norm: 6.1884 2021-06-20 07:29:40,471 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 1 day, 0:34:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8247, loss: 0.8247, grad_norm: 6.1883 2021-06-20 07:29:51,615 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 1 day, 0:33:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.8235, loss: 0.8235, grad_norm: 6.0516 2021-06-20 07:30:02,794 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 1 day, 0:33:39, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.3625 2021-06-20 07:30:13,903 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 1 day, 0:33:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8414, loss: 0.8414, grad_norm: 6.2277 2021-06-20 07:30:25,027 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 1 day, 0:33:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9117, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.3762 2021-06-20 07:30:36,175 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 1 day, 0:33:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7910, loss: 0.7910, grad_norm: 5.8481 2021-06-20 07:30:47,328 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 1 day, 0:32:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.8094, loss: 0.8094, grad_norm: 6.0096 2021-06-20 07:30:58,462 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 1 day, 0:32:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9313, loss_cls: 0.8073, loss: 0.8073, grad_norm: 5.9904 2021-06-20 07:31:09,606 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 1 day, 0:32:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.7981, loss: 0.7981, grad_norm: 6.1919 2021-06-20 07:31:20,746 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 1 day, 0:32:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8175, loss: 0.8175, grad_norm: 6.0581 2021-06-20 07:31:31,899 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 1 day, 0:32:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.8173, loss: 0.8173, grad_norm: 6.0743 2021-06-20 07:31:43,044 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 1 day, 0:31:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7613, loss: 0.7613, grad_norm: 6.0476 2021-06-20 07:31:54,184 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 1 day, 0:31:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7750, loss: 0.7750, grad_norm: 5.8289 2021-06-20 07:32:05,340 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 1 day, 0:31:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.0173 2021-06-20 07:32:16,482 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 1 day, 0:31:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7592, loss: 0.7592, grad_norm: 6.0362 2021-06-20 07:32:27,614 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 1 day, 0:31:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8248, loss: 0.8248, grad_norm: 6.1893 2021-06-20 07:32:38,763 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 1 day, 0:30:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9445, loss_cls: 0.7954, loss: 0.7954, grad_norm: 6.0613 2021-06-20 07:32:49,906 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 1 day, 0:30:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9367, loss_cls: 0.7284, loss: 0.7284, grad_norm: 5.7571 2021-06-20 07:33:01,048 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 1 day, 0:30:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9344, loss_cls: 0.7968, loss: 0.7968, grad_norm: 6.1007 2021-06-20 07:33:12,198 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 1 day, 0:30:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.2365 2021-06-20 07:33:23,365 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 1 day, 0:30:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9398, loss_cls: 0.7312, loss: 0.7312, grad_norm: 5.6879 2021-06-20 07:33:34,517 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 1 day, 0:29:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9273, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.3258 2021-06-20 07:33:45,657 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 1 day, 0:29:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8221, loss: 0.8221, grad_norm: 6.1935 2021-06-20 07:33:56,785 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 1 day, 0:29:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.4308 2021-06-20 07:34:07,936 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 1 day, 0:29:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.8109, loss: 0.8109, grad_norm: 6.3167 2021-06-20 07:34:19,080 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 1 day, 0:29:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8744, loss: 0.8744, grad_norm: 6.2266 2021-06-20 07:34:30,238 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 1 day, 0:28:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7775, loss: 0.7775, grad_norm: 6.0146 2021-06-20 07:34:41,371 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 1 day, 0:28:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9195, loss_cls: 0.8577, loss: 0.8577, grad_norm: 6.3974 2021-06-20 07:34:52,597 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 1 day, 0:28:33, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8218, loss: 0.8218, grad_norm: 6.1659 2021-06-20 07:35:03,785 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 1 day, 0:28:21, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9383, loss_cls: 0.8128, loss: 0.8128, grad_norm: 6.2311 2021-06-20 07:35:14,955 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 1 day, 0:28:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8373, loss: 0.8373, grad_norm: 6.2335 2021-06-20 07:35:26,103 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 1 day, 0:27:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9398, loss_cls: 0.7733, loss: 0.7733, grad_norm: 6.0204 2021-06-20 07:35:37,248 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 1 day, 0:27:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9461, loss_cls: 0.7526, loss: 0.7526, grad_norm: 5.9455 2021-06-20 07:35:48,411 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 1 day, 0:27:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.8128, loss: 0.8128, grad_norm: 5.9753 2021-06-20 07:35:59,564 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 1 day, 0:27:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.7956, loss: 0.7956, grad_norm: 6.1836 2021-06-20 07:36:10,714 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 1 day, 0:27:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.7742, loss: 0.7742, grad_norm: 5.9882 2021-06-20 07:36:21,855 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 1 day, 0:26:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9406, loss_cls: 0.7404, loss: 0.7404, grad_norm: 5.9624 2021-06-20 07:36:32,986 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 1 day, 0:26:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9109, loss_cls: 0.8914, loss: 0.8914, grad_norm: 6.4572 2021-06-20 07:36:44,137 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 1 day, 0:26:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9359, loss_cls: 0.8306, loss: 0.8306, grad_norm: 6.2527 2021-06-20 07:36:55,286 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 1 day, 0:26:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9414, loss_cls: 0.7577, loss: 0.7577, grad_norm: 6.0310 2021-06-20 07:37:06,436 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 1 day, 0:26:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8213, loss: 0.8213, grad_norm: 6.3323 2021-06-20 07:37:17,599 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 1 day, 0:25:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8171, loss: 0.8171, grad_norm: 6.1761 2021-06-20 07:37:28,738 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 1 day, 0:25:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.7916, loss: 0.7916, grad_norm: 5.9854 2021-06-20 07:37:39,891 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 1 day, 0:25:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8206, loss: 0.8206, grad_norm: 6.2330 2021-06-20 07:37:51,046 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 1 day, 0:25:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.7175, loss: 0.7175, grad_norm: 5.7037 2021-06-20 07:38:02,172 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 1 day, 0:25:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.7680, loss: 0.7680, grad_norm: 6.0510 2021-06-20 07:38:13,326 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 1 day, 0:25:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8609, loss: 0.8609, grad_norm: 6.4669 2021-06-20 07:38:24,487 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 1 day, 0:24:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.7676, loss: 0.7676, grad_norm: 6.3530 2021-06-20 07:38:35,653 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 1 day, 0:24:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9258, loss_cls: 0.8379, loss: 0.8379, grad_norm: 6.3292 2021-06-20 07:38:46,803 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 1 day, 0:24:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8801, loss: 0.8801, grad_norm: 6.3254 2021-06-20 07:38:57,951 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 1 day, 0:24:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7572, loss: 0.7572, grad_norm: 6.0025 2021-06-20 07:39:09,089 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 1 day, 0:24:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.7849, loss: 0.7849, grad_norm: 5.9995 2021-06-20 07:39:20,236 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 1 day, 0:23:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.7826, loss: 0.7826, grad_norm: 6.3135 2021-06-20 07:39:31,381 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 1 day, 0:23:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9266, loss_cls: 0.8299, loss: 0.8299, grad_norm: 5.9712 2021-06-20 07:39:42,532 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 1 day, 0:23:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.8458, loss: 0.8458, grad_norm: 6.2569 2021-06-20 07:39:53,686 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 1 day, 0:23:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9422, loss_cls: 0.8164, loss: 0.8164, grad_norm: 6.2128 2021-06-20 07:40:04,851 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 1 day, 0:23:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9313, loss_cls: 0.8184, loss: 0.8184, grad_norm: 6.1653 2021-06-20 07:40:16,002 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 1 day, 0:22:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9203, loss_cls: 0.8515, loss: 0.8515, grad_norm: 6.4388 2021-06-20 07:40:27,152 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 1 day, 0:22:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8327, loss: 0.8327, grad_norm: 6.3555 2021-06-20 07:40:38,295 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 1 day, 0:22:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9320, loss_cls: 0.8370, loss: 0.8370, grad_norm: 6.1356 2021-06-20 07:40:49,439 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 1 day, 0:22:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9281, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.1327 2021-06-20 07:41:00,584 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 1 day, 0:22:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7934, loss: 0.7934, grad_norm: 6.0663 2021-06-20 07:41:11,735 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 1 day, 0:21:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7637, loss: 0.7637, grad_norm: 5.8591 2021-06-20 07:41:22,858 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 1 day, 0:21:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9281, loss_cls: 0.8504, loss: 0.8504, grad_norm: 6.2726 2021-06-20 07:41:34,004 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 1 day, 0:21:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8685, loss: 0.8685, grad_norm: 6.3435 2021-06-20 07:41:45,152 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 1 day, 0:21:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9414, loss_cls: 0.7850, loss: 0.7850, grad_norm: 6.2614 2021-06-20 07:41:56,291 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 1 day, 0:21:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7871, loss: 0.7871, grad_norm: 6.0962 2021-06-20 07:42:07,429 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 1 day, 0:20:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.8098, loss: 0.8098, grad_norm: 6.3057 2021-06-20 07:42:18,573 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 1 day, 0:20:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7677, loss: 0.7677, grad_norm: 5.8796 2021-06-20 07:42:29,725 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 1 day, 0:20:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9383, loss_cls: 0.8311, loss: 0.8311, grad_norm: 6.2590 2021-06-20 07:42:40,862 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 1 day, 0:20:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.3996 2021-06-20 07:42:51,994 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 1 day, 0:20:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.4828 2021-06-20 07:43:03,138 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 1 day, 0:19:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9391, loss_cls: 0.7752, loss: 0.7752, grad_norm: 5.8994 2021-06-20 07:43:14,279 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 1 day, 0:19:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9359, loss_cls: 0.8338, loss: 0.8338, grad_norm: 6.1873 2021-06-20 07:43:25,415 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 1 day, 0:19:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.8111, loss: 0.8111, grad_norm: 6.1638 2021-06-20 07:43:36,549 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 1 day, 0:19:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7748, loss: 0.7748, grad_norm: 5.9635 2021-06-20 07:43:47,712 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 1 day, 0:19:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.8041, loss: 0.8041, grad_norm: 6.0915 2021-06-20 07:43:58,857 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 1 day, 0:18:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8582, loss: 0.8582, grad_norm: 6.1772 2021-06-20 07:44:09,988 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 1 day, 0:18:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7965, loss: 0.7965, grad_norm: 6.0275 2021-06-20 07:44:21,132 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 1 day, 0:18:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.1370 2021-06-20 07:44:32,301 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 1 day, 0:18:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.7882, loss: 0.7882, grad_norm: 6.1952 2021-06-20 07:44:43,445 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 1 day, 0:18:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9187, loss_cls: 0.8854, loss: 0.8854, grad_norm: 6.4684 2021-06-20 07:44:54,605 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 1 day, 0:17:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8251, loss: 0.8251, grad_norm: 5.9984 2021-06-20 07:45:05,790 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 1 day, 0:17:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9367, loss_cls: 0.8138, loss: 0.8138, grad_norm: 6.3565 2021-06-20 07:45:16,942 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 1 day, 0:17:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9344, loss_cls: 0.8400, loss: 0.8400, grad_norm: 6.2240 2021-06-20 07:45:28,106 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 1 day, 0:17:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8511, loss: 0.8511, grad_norm: 6.2604 2021-06-20 07:45:39,251 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 1 day, 0:17:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.5082 2021-06-20 07:45:50,411 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 1 day, 0:16:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9445, loss_cls: 0.7634, loss: 0.7634, grad_norm: 5.9221 2021-06-20 07:46:01,562 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 1 day, 0:16:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.2639 2021-06-20 07:46:12,709 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 1 day, 0:16:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.8046, loss: 0.8046, grad_norm: 6.2915 2021-06-20 07:46:23,844 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 1 day, 0:16:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8032, loss: 0.8032, grad_norm: 6.3152 2021-06-20 07:46:34,983 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 1 day, 0:16:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.7952, loss: 0.7952, grad_norm: 5.9572 2021-06-20 07:46:46,133 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 1 day, 0:15:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9250, loss_cls: 0.8684, loss: 0.8684, grad_norm: 6.5146 2021-06-20 07:46:57,277 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 1 day, 0:15:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7779, loss: 0.7779, grad_norm: 6.1120 2021-06-20 07:47:08,424 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 1 day, 0:15:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9461, loss_cls: 0.7477, loss: 0.7477, grad_norm: 6.0615 2021-06-20 07:47:19,559 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 1 day, 0:15:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9305, loss_cls: 0.8103, loss: 0.8103, grad_norm: 6.3400 2021-06-20 07:47:30,661 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 1 day, 0:15:11, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8297, loss: 0.8297, grad_norm: 6.2540 2021-06-20 07:47:41,812 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 1 day, 0:14:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9453, loss_cls: 0.7481, loss: 0.7481, grad_norm: 6.0384 2021-06-20 07:47:52,971 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 1 day, 0:14:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8388, loss: 0.8388, grad_norm: 6.2196 2021-06-20 07:48:04,135 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 1 day, 0:14:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9445, loss_cls: 0.7895, loss: 0.7895, grad_norm: 6.1252 2021-06-20 07:48:15,292 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 1 day, 0:14:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9281, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.3168 2021-06-20 07:48:26,448 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 1 day, 0:14:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8244, loss: 0.8244, grad_norm: 6.2055 2021-06-20 07:48:37,603 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 1 day, 0:14:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8169, loss: 0.8169, grad_norm: 6.4969 2021-06-20 07:48:48,755 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 1 day, 0:13:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8493, loss: 0.8493, grad_norm: 6.3276 2021-06-20 07:48:59,895 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 1 day, 0:13:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9391, loss_cls: 0.7534, loss: 0.7534, grad_norm: 6.0851 2021-06-20 07:49:10,997 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 1 day, 0:13:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8423, loss: 0.8423, grad_norm: 6.1283 2021-06-20 07:49:22,146 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 1 day, 0:13:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.8165, loss: 0.8165, grad_norm: 6.2082 2021-06-20 07:49:33,304 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 1 day, 0:13:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8569, loss: 0.8569, grad_norm: 6.4280 2021-06-20 07:49:44,456 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 1 day, 0:12:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9430, loss_cls: 0.7656, loss: 0.7656, grad_norm: 6.1829 2021-06-20 07:49:55,615 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 1 day, 0:12:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8535, loss: 0.8535, grad_norm: 6.4617 2021-06-20 07:50:06,793 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 1 day, 0:12:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9250, loss_cls: 0.8321, loss: 0.8321, grad_norm: 6.3090 2021-06-20 07:50:17,937 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 1 day, 0:12:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8380, loss: 0.8380, grad_norm: 6.2203 2021-06-20 07:50:29,097 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 1 day, 0:12:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9273, loss_cls: 0.8031, loss: 0.8031, grad_norm: 6.2629 2021-06-20 07:50:40,236 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 1 day, 0:11:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.8534, loss: 0.8534, grad_norm: 6.5383 2021-06-20 07:50:51,416 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 1 day, 0:11:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9219, loss_cls: 0.8326, loss: 0.8326, grad_norm: 6.2016 2021-06-20 07:51:02,553 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 1 day, 0:11:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9234, loss_cls: 0.8127, loss: 0.8127, grad_norm: 6.0554 2021-06-20 07:51:13,681 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 1 day, 0:11:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.8026, loss: 0.8026, grad_norm: 6.0116 2021-06-20 07:51:24,819 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 1 day, 0:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9195, loss_cls: 0.8524, loss: 0.8524, grad_norm: 6.2749 2021-06-20 07:51:35,974 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 1 day, 0:10:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9305, loss_cls: 0.8239, loss: 0.8239, grad_norm: 6.2112 2021-06-20 07:51:47,142 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 1 day, 0:10:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.1318 2021-06-20 07:51:58,256 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 1 day, 0:10:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7666, loss: 0.7666, grad_norm: 6.1183 2021-06-20 07:52:09,391 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 1 day, 0:10:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9344, loss_cls: 0.8061, loss: 0.8061, grad_norm: 6.0064 2021-06-20 07:52:20,527 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 1 day, 0:10:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9414, loss_cls: 0.7839, loss: 0.7839, grad_norm: 6.2395 2021-06-20 07:52:31,677 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 1 day, 0:09:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9266, loss_cls: 0.8424, loss: 0.8424, grad_norm: 6.1139 2021-06-20 07:52:42,830 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 1 day, 0:09:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9375, loss_cls: 0.7964, loss: 0.7964, grad_norm: 6.2000 2021-06-20 07:52:53,939 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 1 day, 0:09:29, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8501, loss: 0.8501, grad_norm: 6.3563 2021-06-20 07:53:05,085 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 1 day, 0:09:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.8201, loss: 0.8201, grad_norm: 6.2130 2021-06-20 07:53:16,211 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 1 day, 0:09:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9305, loss_cls: 0.8091, loss: 0.8091, grad_norm: 6.2368 2021-06-20 07:53:27,354 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 1 day, 0:08:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.7913, loss: 0.7913, grad_norm: 6.1103 2021-06-20 07:53:38,495 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 1 day, 0:08:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.8288, loss: 0.8288, grad_norm: 6.2547 2021-06-20 07:53:49,662 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 1 day, 0:08:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9187, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.3661 2021-06-20 07:54:00,814 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 1 day, 0:08:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9289, loss_cls: 0.8957, loss: 0.8957, grad_norm: 6.5105 2021-06-20 07:54:11,942 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 1 day, 0:08:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8377, loss: 0.8377, grad_norm: 6.2365 2021-06-20 07:54:25,911 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 1 day, 0:07:57, time: 0.688, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.4894 2021-06-20 07:54:37,242 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 1 day, 0:07:45, time: 0.576, data_time: 0.015, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.8108, loss: 0.8108, grad_norm: 6.1365 2021-06-20 07:54:49,081 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 1 day, 0:07:34, time: 0.592, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.0723 2021-06-20 07:55:00,234 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 1 day, 0:07:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.8399, loss: 0.8399, grad_norm: 6.1424 2021-06-20 07:55:11,382 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 1 day, 0:07:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8369, loss: 0.8369, grad_norm: 6.2371 2021-06-20 07:55:22,567 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 1 day, 0:06:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8374, loss: 0.8374, grad_norm: 6.4054 2021-06-20 07:55:33,730 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 1 day, 0:06:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9383, loss_cls: 0.7066, loss: 0.7066, grad_norm: 5.7776 2021-06-20 07:55:44,852 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 1 day, 0:06:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.9020, loss: 0.9020, grad_norm: 6.2457 2021-06-20 07:55:56,009 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 1 day, 0:06:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.8191, loss: 0.8191, grad_norm: 6.2115 2021-06-20 07:56:07,191 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 1 day, 0:06:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.8881, loss: 0.8881, grad_norm: 6.5212 2021-06-20 07:56:18,293 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 1 day, 0:06:00, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7846, loss: 0.7846, grad_norm: 6.0626 2021-06-20 07:56:29,439 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 1 day, 0:05:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8086, loss: 0.8086, grad_norm: 6.3744 2021-06-20 07:56:40,570 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 1 day, 0:05:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.7736, loss: 0.7736, grad_norm: 6.2003 2021-06-20 07:56:51,728 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 1 day, 0:05:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8680, loss: 0.8680, grad_norm: 6.1212 2021-06-20 07:57:02,886 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 1 day, 0:05:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.7942, loss: 0.7942, grad_norm: 5.9139 2021-06-20 07:57:14,032 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 1 day, 0:05:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8262, loss: 0.8262, grad_norm: 6.2675 2021-06-20 07:57:25,170 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 1 day, 0:04:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9289, loss_cls: 0.7977, loss: 0.7977, grad_norm: 5.9301 2021-06-20 07:57:36,297 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 1 day, 0:04:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8470, loss: 0.8470, grad_norm: 6.0910 2021-06-20 07:57:47,442 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 1 day, 0:04:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7584, loss: 0.7584, grad_norm: 6.0003 2021-06-20 07:57:58,614 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 1 day, 0:04:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9148, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.1928 2021-06-20 07:58:09,752 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 1 day, 0:04:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8031, loss: 0.8031, grad_norm: 6.2290 2021-06-20 07:58:20,885 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 1 day, 0:03:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.7699, loss: 0.7699, grad_norm: 6.0720 2021-06-20 07:58:32,005 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 1 day, 0:03:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9383, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.2002 2021-06-20 07:58:52,689 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-06-20 08:00:50,141 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 1 day, 0:04:20, time: 5.825, data_time: 5.223, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8783, loss: 0.8783, grad_norm: 6.4473 2021-06-20 08:01:01,291 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 1 day, 0:04:09, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9328, loss_cls: 0.8443, loss: 0.8443, grad_norm: 6.3552 2021-06-20 08:01:12,379 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 1 day, 0:03:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9242, loss_cls: 0.7980, loss: 0.7980, grad_norm: 6.1256 2021-06-20 08:01:23,490 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 1 day, 0:03:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9344, loss_cls: 0.7475, loss: 0.7475, grad_norm: 5.8291 2021-06-20 08:01:34,611 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 1 day, 0:03:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9477, loss_cls: 0.7220, loss: 0.7220, grad_norm: 5.7680 2021-06-20 08:01:45,749 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 1 day, 0:03:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.7977, loss: 0.7977, grad_norm: 6.1865 2021-06-20 08:01:56,884 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 1 day, 0:03:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.8153, loss: 0.8153, grad_norm: 6.2679 2021-06-20 08:02:08,040 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 1 day, 0:02:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8420, loss: 0.8420, grad_norm: 6.2535 2021-06-20 08:02:19,176 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 1 day, 0:02:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.8684, loss: 0.8684, grad_norm: 6.2785 2021-06-20 08:02:30,292 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 1 day, 0:02:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9289, loss_cls: 0.7907, loss: 0.7907, grad_norm: 6.0116 2021-06-20 08:02:41,419 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 1 day, 0:02:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7613, loss: 0.7613, grad_norm: 6.0325 2021-06-20 08:02:52,558 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 1 day, 0:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9164, loss_cls: 0.8741, loss: 0.8741, grad_norm: 6.2367 2021-06-20 08:03:03,683 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 1 day, 0:01:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.8255, loss: 0.8255, grad_norm: 6.3115 2021-06-20 08:03:14,840 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 1 day, 0:01:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9219, loss_cls: 0.8157, loss: 0.8157, grad_norm: 6.1514 2021-06-20 08:03:25,962 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 1 day, 0:01:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8155, loss: 0.8155, grad_norm: 6.1824 2021-06-20 08:03:37,123 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 1 day, 0:01:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8354, loss: 0.8354, grad_norm: 6.2001 2021-06-20 08:03:48,265 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 1 day, 0:01:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7443, loss: 0.7443, grad_norm: 5.8480 2021-06-20 08:03:59,397 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 1 day, 0:01:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9344, loss_cls: 0.7692, loss: 0.7692, grad_norm: 5.9380 2021-06-20 08:04:10,526 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 1 day, 0:00:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.8287, loss: 0.8287, grad_norm: 6.2140 2021-06-20 08:04:21,679 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 1 day, 0:00:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.7977, loss: 0.7977, grad_norm: 6.3678 2021-06-20 08:04:32,818 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 1 day, 0:00:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8505, loss: 0.8505, grad_norm: 6.2511 2021-06-20 08:04:43,962 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 1 day, 0:00:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.7918, loss: 0.7918, grad_norm: 6.1694 2021-06-20 08:04:55,094 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 1 day, 0:00:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.7993, loss: 0.7993, grad_norm: 6.0688 2021-06-20 08:05:06,601 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 23:59:49, time: 0.574, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7823, loss: 0.7823, grad_norm: 6.0623 2021-06-20 08:05:17,712 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 23:59:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8314, loss: 0.8314, grad_norm: 6.2268 2021-06-20 08:05:28,860 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 23:59:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.7990, loss: 0.7990, grad_norm: 6.1623 2021-06-20 08:05:40,010 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 23:59:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9156, loss_cls: 0.8655, loss: 0.8655, grad_norm: 6.2354 2021-06-20 08:05:51,149 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 23:59:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9398, loss_cls: 0.7524, loss: 0.7524, grad_norm: 5.9213 2021-06-20 08:06:02,283 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 23:58:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8047, loss: 0.8047, grad_norm: 6.1341 2021-06-20 08:06:13,417 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 23:58:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9367, loss_cls: 0.7693, loss: 0.7693, grad_norm: 5.9200 2021-06-20 08:06:24,557 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 23:58:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9328, loss_cls: 0.8101, loss: 0.8101, grad_norm: 6.1046 2021-06-20 08:06:35,686 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 23:58:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9305, loss_cls: 0.8530, loss: 0.8530, grad_norm: 6.3930 2021-06-20 08:06:46,814 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 23:58:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8060, loss: 0.8060, grad_norm: 6.1875 2021-06-20 08:06:57,959 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 23:57:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.3291 2021-06-20 08:07:09,110 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 23:57:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.8027, loss: 0.8027, grad_norm: 6.2473 2021-06-20 08:07:20,261 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 23:57:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.8173, loss: 0.8173, grad_norm: 6.1452 2021-06-20 08:07:31,410 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 23:57:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.0974 2021-06-20 08:07:42,546 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 23:57:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.0468 2021-06-20 08:07:53,702 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 23:56:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9219, loss_cls: 0.8068, loss: 0.8068, grad_norm: 6.0918 2021-06-20 08:08:04,840 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 23:56:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8597, loss: 0.8597, grad_norm: 6.2321 2021-06-20 08:08:15,991 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 23:56:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9328, loss_cls: 0.7996, loss: 0.7996, grad_norm: 6.2264 2021-06-20 08:08:27,121 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 23:56:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7911, loss: 0.7911, grad_norm: 6.1995 2021-06-20 08:08:38,273 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 23:56:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.8016, loss: 0.8016, grad_norm: 6.2728 2021-06-20 08:08:49,432 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 23:55:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9516, loss_cls: 0.7032, loss: 0.7032, grad_norm: 5.8866 2021-06-20 08:09:00,573 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 23:55:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9453, loss_cls: 0.7755, loss: 0.7755, grad_norm: 6.0814 2021-06-20 08:09:11,712 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 23:55:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8163, loss: 0.8163, grad_norm: 6.1630 2021-06-20 08:09:22,848 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 23:55:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8314, loss: 0.8314, grad_norm: 6.2661 2021-06-20 08:09:33,989 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 23:55:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8278, loss: 0.8278, grad_norm: 6.1173 2021-06-20 08:09:45,153 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 23:54:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.8020, loss: 0.8020, grad_norm: 6.2409 2021-06-20 08:09:56,286 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 23:54:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7525, loss: 0.7525, grad_norm: 5.8616 2021-06-20 08:10:07,518 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 23:54:31, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9437, loss_cls: 0.7632, loss: 0.7632, grad_norm: 6.0765 2021-06-20 08:10:18,628 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 23:54:19, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.1907 2021-06-20 08:10:29,780 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 23:54:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9391, loss_cls: 0.7708, loss: 0.7708, grad_norm: 6.1759 2021-06-20 08:10:40,911 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 23:53:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9211, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.0803 2021-06-20 08:10:52,076 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 23:53:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9492, loss_cls: 0.7513, loss: 0.7513, grad_norm: 6.0507 2021-06-20 08:11:03,226 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 23:53:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8087, loss: 0.8087, grad_norm: 6.0168 2021-06-20 08:11:14,367 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 23:53:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8161, loss: 0.8161, grad_norm: 6.0889 2021-06-20 08:11:25,519 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 23:53:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.8123, loss: 0.8123, grad_norm: 6.2228 2021-06-20 08:11:36,662 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 23:52:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9414, loss_cls: 0.7883, loss: 0.7883, grad_norm: 6.3447 2021-06-20 08:11:47,825 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 23:52:45, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7596, loss: 0.7596, grad_norm: 6.0914 2021-06-20 08:11:58,985 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 23:52:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.8058, loss: 0.8058, grad_norm: 6.2807 2021-06-20 08:12:10,114 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 23:52:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9391, loss_cls: 0.7569, loss: 0.7569, grad_norm: 5.9646 2021-06-20 08:12:21,278 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 23:52:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7371, loss: 0.7371, grad_norm: 6.0934 2021-06-20 08:12:32,405 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 23:51:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8037, loss: 0.8037, grad_norm: 6.0365 2021-06-20 08:12:43,537 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 23:51:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9414, loss_cls: 0.7721, loss: 0.7721, grad_norm: 6.0920 2021-06-20 08:12:54,685 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 23:51:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8378, loss: 0.8378, grad_norm: 6.1714 2021-06-20 08:13:05,808 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 23:51:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8524, loss: 0.8524, grad_norm: 6.3981 2021-06-20 08:13:16,937 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 23:51:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.0941 2021-06-20 08:13:28,079 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 23:50:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9328, loss_cls: 0.7845, loss: 0.7845, grad_norm: 5.9710 2021-06-20 08:13:39,215 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 23:50:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9398, loss_cls: 0.7713, loss: 0.7713, grad_norm: 6.2891 2021-06-20 08:13:50,363 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 23:50:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9305, loss_cls: 0.7741, loss: 0.7741, grad_norm: 6.3458 2021-06-20 08:14:01,489 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 23:50:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8392, loss: 0.8392, grad_norm: 6.3617 2021-06-20 08:14:12,635 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 23:50:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9219, loss_cls: 0.8070, loss: 0.8070, grad_norm: 6.2256 2021-06-20 08:14:23,754 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 23:50:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.5031 2021-06-20 08:14:34,931 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 23:49:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9422, loss_cls: 0.7884, loss: 0.7884, grad_norm: 6.3417 2021-06-20 08:14:46,083 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 23:49:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8367, loss: 0.8367, grad_norm: 6.2804 2021-06-20 08:14:57,226 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 23:49:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9219, loss_cls: 0.8169, loss: 0.8169, grad_norm: 6.0702 2021-06-20 08:15:08,383 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 23:49:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9281, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.1477 2021-06-20 08:15:19,534 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 23:49:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8834, loss: 0.8834, grad_norm: 6.4713 2021-06-20 08:15:30,689 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 23:48:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9211, loss_cls: 0.8290, loss: 0.8290, grad_norm: 6.1485 2021-06-20 08:15:41,834 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 23:48:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9172, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.3831 2021-06-20 08:15:52,998 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 23:48:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8690, loss: 0.8690, grad_norm: 6.2155 2021-06-20 08:16:04,139 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 23:48:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9328, loss_cls: 0.8307, loss: 0.8307, grad_norm: 6.2743 2021-06-20 08:16:15,278 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 23:48:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8735, loss: 0.8735, grad_norm: 6.3661 2021-06-20 08:16:26,429 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 23:47:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9430, loss_cls: 0.7920, loss: 0.7920, grad_norm: 6.3284 2021-06-20 08:16:37,584 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 23:47:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8530, loss: 0.8530, grad_norm: 6.3857 2021-06-20 08:16:48,731 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 23:47:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8420, loss: 0.8420, grad_norm: 6.3747 2021-06-20 08:16:59,891 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 23:47:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9359, loss_cls: 0.7472, loss: 0.7472, grad_norm: 6.0326 2021-06-20 08:17:11,025 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 23:47:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9375, loss_cls: 0.7727, loss: 0.7727, grad_norm: 6.2230 2021-06-20 08:17:22,143 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 23:46:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8522, loss: 0.8522, grad_norm: 6.2906 2021-06-20 08:17:33,292 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 23:46:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7433, loss: 0.7433, grad_norm: 5.9242 2021-06-20 08:17:44,419 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 23:46:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9313, loss_cls: 0.8094, loss: 0.8094, grad_norm: 6.2304 2021-06-20 08:17:55,564 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 23:46:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7732, loss: 0.7732, grad_norm: 6.1037 2021-06-20 08:18:06,705 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 23:46:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8567, loss: 0.8567, grad_norm: 6.4816 2021-06-20 08:18:17,836 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 23:45:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9273, loss_cls: 0.8405, loss: 0.8405, grad_norm: 6.2946 2021-06-20 08:18:28,966 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 23:45:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.8668 2021-06-20 08:18:40,103 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 23:45:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9273, loss_cls: 0.8312, loss: 0.8312, grad_norm: 6.2636 2021-06-20 08:18:51,276 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 23:45:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9297, loss_cls: 0.8147, loss: 0.8147, grad_norm: 6.2820 2021-06-20 08:19:02,440 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 23:45:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8123, loss: 0.8123, grad_norm: 6.3325 2021-06-20 08:19:13,595 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 23:44:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7937, loss: 0.7937, grad_norm: 6.1829 2021-06-20 08:19:24,730 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 23:44:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9430, loss_cls: 0.7725, loss: 0.7725, grad_norm: 6.2783 2021-06-20 08:19:35,868 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 23:44:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9297, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.2235 2021-06-20 08:19:46,999 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 23:44:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8246, loss: 0.8246, grad_norm: 6.4078 2021-06-20 08:19:58,148 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 23:44:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7694, loss: 0.7694, grad_norm: 6.2146 2021-06-20 08:20:09,383 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 23:43:54, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8368, loss: 0.8368, grad_norm: 6.3305 2021-06-20 08:20:20,515 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 23:43:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9320, loss_cls: 0.8192, loss: 0.8192, grad_norm: 6.3667 2021-06-20 08:20:31,668 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 23:43:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9414, loss_cls: 0.8239, loss: 0.8239, grad_norm: 6.2570 2021-06-20 08:20:42,771 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 23:43:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9313, loss_cls: 0.7903, loss: 0.7903, grad_norm: 6.1502 2021-06-20 08:20:53,924 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 23:43:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7973, loss: 0.7973, grad_norm: 6.0064 2021-06-20 08:21:05,071 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 23:42:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.1222 2021-06-20 08:21:16,207 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 23:42:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9391, loss_cls: 0.8147, loss: 0.8147, grad_norm: 6.1133 2021-06-20 08:21:27,328 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 23:42:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8181, loss: 0.8181, grad_norm: 6.4000 2021-06-20 08:21:38,466 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 23:42:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9211, loss_cls: 0.8411, loss: 0.8411, grad_norm: 6.3689 2021-06-20 08:21:49,592 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 23:42:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9328, loss_cls: 0.8496, loss: 0.8496, grad_norm: 6.4932 2021-06-20 08:22:00,739 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 23:41:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9516, loss_cls: 0.6981, loss: 0.6981, grad_norm: 5.9962 2021-06-20 08:22:11,892 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 23:41:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9344, loss_cls: 0.8036, loss: 0.8036, grad_norm: 6.1075 2021-06-20 08:22:23,024 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 23:41:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9289, loss_cls: 0.8236, loss: 0.8236, grad_norm: 6.5383 2021-06-20 08:22:34,176 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 23:41:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9305, loss_cls: 0.7872, loss: 0.7872, grad_norm: 6.2538 2021-06-20 08:22:45,317 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 23:41:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8390, loss: 0.8390, grad_norm: 6.3063 2021-06-20 08:22:56,472 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 23:40:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8468, loss: 0.8468, grad_norm: 6.2707 2021-06-20 08:23:07,614 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 23:40:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.6463 2021-06-20 08:23:18,749 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 23:40:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8349, loss: 0.8349, grad_norm: 6.3515 2021-06-20 08:23:29,897 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 23:40:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9305, loss_cls: 0.7702, loss: 0.7702, grad_norm: 5.9496 2021-06-20 08:23:41,030 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 23:40:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7801, loss: 0.7801, grad_norm: 6.2554 2021-06-20 08:23:52,166 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 23:39:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9297, loss_cls: 0.8361, loss: 0.8361, grad_norm: 6.4656 2021-06-20 08:24:03,304 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 23:39:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9391, loss_cls: 0.7589, loss: 0.7589, grad_norm: 6.1068 2021-06-20 08:24:14,443 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 23:39:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9359, loss_cls: 0.7649, loss: 0.7649, grad_norm: 5.9509 2021-06-20 08:24:25,572 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 23:39:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8339, loss: 0.8339, grad_norm: 6.5254 2021-06-20 08:24:36,711 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 23:39:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9383, loss_cls: 0.7889, loss: 0.7889, grad_norm: 6.3716 2021-06-20 08:24:47,846 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 23:39:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8095, loss: 0.8095, grad_norm: 6.1800 2021-06-20 08:24:59,016 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 23:38:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9344, loss_cls: 0.8137, loss: 0.8137, grad_norm: 6.1172 2021-06-20 08:25:10,177 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 23:38:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.7867, loss: 0.7867, grad_norm: 6.1211 2021-06-20 08:25:21,338 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 23:38:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7704, loss: 0.7704, grad_norm: 6.2067 2021-06-20 08:25:32,464 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 23:38:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9195, loss_cls: 0.8639, loss: 0.8639, grad_norm: 6.3043 2021-06-20 08:25:43,605 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 23:38:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9203, loss_cls: 0.8120, loss: 0.8120, grad_norm: 6.2795 2021-06-20 08:25:54,735 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 23:37:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7595, loss: 0.7595, grad_norm: 5.9633 2021-06-20 08:26:05,874 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 23:37:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.7887, loss: 0.7887, grad_norm: 6.1752 2021-06-20 08:26:17,034 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 23:37:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9227, loss_cls: 0.8421, loss: 0.8421, grad_norm: 6.2934 2021-06-20 08:26:28,189 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 23:37:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9313, loss_cls: 0.7902, loss: 0.7902, grad_norm: 6.0786 2021-06-20 08:26:39,344 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 23:37:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.7982, loss: 0.7982, grad_norm: 6.1732 2021-06-20 08:26:50,482 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 23:36:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8283, loss: 0.8283, grad_norm: 6.5254 2021-06-20 08:27:01,638 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 23:36:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9383, loss_cls: 0.8001, loss: 0.8001, grad_norm: 6.3389 2021-06-20 08:27:12,873 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 23:36:27, time: 0.561, data_time: 0.006, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7938, loss: 0.7938, grad_norm: 5.9889 2021-06-20 08:27:24,017 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 23:36:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9281, loss_cls: 0.7923, loss: 0.7923, grad_norm: 5.8129 2021-06-20 08:27:35,156 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 23:36:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9359, loss_cls: 0.8165, loss: 0.8165, grad_norm: 6.4050 2021-06-20 08:27:46,297 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 23:35:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8278, loss: 0.8278, grad_norm: 6.4129 2021-06-20 08:27:57,431 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 23:35:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9258, loss_cls: 0.8197, loss: 0.8197, grad_norm: 6.0815 2021-06-20 08:28:08,570 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 23:35:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7458, loss: 0.7458, grad_norm: 6.0755 2021-06-20 08:28:19,725 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 23:35:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9344, loss_cls: 0.8167, loss: 0.8167, grad_norm: 6.1878 2021-06-20 08:28:30,882 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 23:35:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7961, loss: 0.7961, grad_norm: 6.0318 2021-06-20 08:28:42,054 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 23:34:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.8213, loss: 0.8213, grad_norm: 6.2502 2021-06-20 08:28:53,195 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 23:34:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.8803, loss: 0.8803, grad_norm: 6.4603 2021-06-20 08:29:04,343 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 23:34:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.8021, loss: 0.8021, grad_norm: 6.2491 2021-06-20 08:29:15,496 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 23:34:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9164, loss_cls: 0.8549, loss: 0.8549, grad_norm: 6.1657 2021-06-20 08:29:26,645 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 23:34:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8001, loss: 0.8001, grad_norm: 6.1812 2021-06-20 08:29:37,766 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 23:33:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7792, loss: 0.7792, grad_norm: 6.1559 2021-06-20 08:29:48,927 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 23:33:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8156, loss: 0.8156, grad_norm: 6.2924 2021-06-20 08:30:00,054 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 23:33:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7637, loss: 0.7637, grad_norm: 5.9787 2021-06-20 08:30:11,223 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 23:33:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8551, loss: 0.8551, grad_norm: 6.3503 2021-06-20 08:30:22,340 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 23:33:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8476, loss: 0.8476, grad_norm: 6.2559 2021-06-20 08:30:33,466 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 23:32:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9375, loss_cls: 0.7874, loss: 0.7874, grad_norm: 6.1981 2021-06-20 08:30:44,610 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 23:32:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.7994, loss: 0.7994, grad_norm: 6.1701 2021-06-20 08:30:55,757 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 23:32:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9406, loss_cls: 0.8118, loss: 0.8118, grad_norm: 6.3294 2021-06-20 08:31:06,932 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 23:32:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.2373 2021-06-20 08:31:18,045 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 23:32:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9062, loss: 0.9062, grad_norm: 6.5487 2021-06-20 08:31:29,199 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 23:31:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8487, loss: 0.8487, grad_norm: 6.3403 2021-06-20 08:31:40,344 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 23:31:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7689, loss: 0.7689, grad_norm: 5.8632 2021-06-20 08:31:51,490 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 23:31:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9297, loss_cls: 0.7856, loss: 0.7856, grad_norm: 5.9841 2021-06-20 08:32:02,620 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 23:31:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8273, loss: 0.8273, grad_norm: 6.2742 2021-06-20 08:32:13,783 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 23:31:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.8340, loss: 0.8340, grad_norm: 6.4249 2021-06-20 08:32:24,897 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 23:30:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7886, loss: 0.7886, grad_norm: 6.1178 2021-06-20 08:32:36,044 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 23:30:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7833, loss: 0.7833, grad_norm: 6.2778 2021-06-20 08:32:47,186 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 23:30:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9305, loss_cls: 0.8210, loss: 0.8210, grad_norm: 6.0069 2021-06-20 08:32:58,340 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 23:30:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.0448 2021-06-20 08:33:09,482 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 23:30:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9328, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.3114 2021-06-20 08:33:20,624 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 23:29:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.8071, loss: 0.8071, grad_norm: 6.2182 2021-06-20 08:33:31,762 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 23:29:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8904, loss: 0.8904, grad_norm: 6.4368 2021-06-20 08:33:42,913 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 23:29:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.4913 2021-06-20 08:33:54,063 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 23:29:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.7957, loss: 0.7957, grad_norm: 6.4107 2021-06-20 08:34:05,221 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 23:29:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8300, loss: 0.8300, grad_norm: 6.4107 2021-06-20 08:34:16,352 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 23:28:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9430, loss_cls: 0.7905, loss: 0.7905, grad_norm: 6.1776 2021-06-20 08:34:27,485 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 23:28:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.7985, loss: 0.7985, grad_norm: 6.2349 2021-06-20 08:34:38,623 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 23:28:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.8078, loss: 0.8078, grad_norm: 6.1565 2021-06-20 08:34:49,802 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 23:28:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8109, loss: 0.8109, grad_norm: 6.3580 2021-06-20 08:35:00,949 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 23:28:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.8908, loss: 0.8908, grad_norm: 6.3624 2021-06-20 08:35:12,125 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 23:28:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9195, loss_cls: 0.8420, loss: 0.8420, grad_norm: 6.4239 2021-06-20 08:35:23,266 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 23:27:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9375, loss_cls: 0.8119, loss: 0.8119, grad_norm: 6.2716 2021-06-20 08:35:35,960 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-06-20 08:37:08,587 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 23:28:12, time: 4.586, data_time: 4.009, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8219, loss: 0.8219, grad_norm: 6.4232 2021-06-20 08:37:19,726 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 23:28:00, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6770, loss: 0.6770, grad_norm: 5.8807 2021-06-20 08:37:30,838 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 23:27:49, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9273, loss_cls: 0.8403, loss: 0.8403, grad_norm: 6.1594 2021-06-20 08:37:41,954 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 23:27:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7876, loss: 0.7876, grad_norm: 6.1621 2021-06-20 08:37:53,034 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 23:27:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9289, loss_cls: 0.8383, loss: 0.8383, grad_norm: 6.0738 2021-06-20 08:38:04,127 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 23:27:13, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.3400 2021-06-20 08:38:15,270 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 23:27:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9367, loss_cls: 0.7829, loss: 0.7829, grad_norm: 5.9730 2021-06-20 08:38:26,418 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 23:26:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9352, loss_cls: 0.7966, loss: 0.7966, grad_norm: 6.2051 2021-06-20 08:38:37,551 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 23:26:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9430, loss_cls: 0.7818, loss: 0.7818, grad_norm: 6.1246 2021-06-20 08:38:48,681 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 23:26:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.8000, loss: 0.8000, grad_norm: 6.2324 2021-06-20 08:38:59,817 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 23:26:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.7918, loss: 0.7918, grad_norm: 6.2250 2021-06-20 08:39:10,960 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 23:26:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9437, loss_cls: 0.7725, loss: 0.7725, grad_norm: 6.1280 2021-06-20 08:39:22,089 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 23:25:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8093, loss: 0.8093, grad_norm: 6.2746 2021-06-20 08:39:33,253 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 23:25:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9367, loss_cls: 0.8004, loss: 0.8004, grad_norm: 6.1341 2021-06-20 08:39:44,383 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 23:25:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9398, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.2895 2021-06-20 08:39:55,519 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 23:25:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8253, loss: 0.8253, grad_norm: 6.1259 2021-06-20 08:40:06,755 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 23:25:04, time: 0.562, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7520, loss: 0.7520, grad_norm: 6.0446 2021-06-20 08:40:17,911 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 23:24:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.3140 2021-06-20 08:40:29,069 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 23:24:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8251, loss: 0.8251, grad_norm: 6.1132 2021-06-20 08:40:40,184 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 23:24:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8383, loss: 0.8383, grad_norm: 6.3748 2021-06-20 08:40:51,330 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 23:24:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9305, loss_cls: 0.7834, loss: 0.7834, grad_norm: 5.8846 2021-06-20 08:41:02,436 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 23:24:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8270, loss: 0.8270, grad_norm: 6.3086 2021-06-20 08:41:13,609 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 23:23:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.7413, loss: 0.7413, grad_norm: 5.9624 2021-06-20 08:41:24,742 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 23:23:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7874, loss: 0.7874, grad_norm: 6.0703 2021-06-20 08:41:35,872 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 23:23:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.7893, loss: 0.7893, grad_norm: 6.3532 2021-06-20 08:41:47,008 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 23:23:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.7747, loss: 0.7747, grad_norm: 6.3084 2021-06-20 08:41:58,155 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 23:23:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.7093, loss: 0.7093, grad_norm: 6.1205 2021-06-20 08:42:09,283 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 23:22:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7809, loss: 0.7809, grad_norm: 6.2516 2021-06-20 08:42:20,439 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 23:22:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.8454, loss: 0.8454, grad_norm: 6.3673 2021-06-20 08:42:31,585 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 23:22:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.7888, loss: 0.7888, grad_norm: 6.1209 2021-06-20 08:42:42,733 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 23:22:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9328, loss_cls: 0.7712, loss: 0.7712, grad_norm: 6.0539 2021-06-20 08:42:53,889 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 23:22:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9414, loss_cls: 0.7522, loss: 0.7522, grad_norm: 6.0054 2021-06-20 08:43:04,988 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 23:21:55, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9352, loss_cls: 0.8093, loss: 0.8093, grad_norm: 6.3199 2021-06-20 08:43:16,143 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 23:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9219, loss_cls: 0.8536, loss: 0.8536, grad_norm: 6.2235 2021-06-20 08:43:27,276 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 23:21:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.8263, loss: 0.8263, grad_norm: 6.3603 2021-06-20 08:43:38,425 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 23:21:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8152, loss: 0.8152, grad_norm: 6.3693 2021-06-20 08:43:49,574 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 23:21:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9320, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.0909 2021-06-20 08:44:00,709 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 23:20:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8163, loss: 0.8163, grad_norm: 6.2464 2021-06-20 08:44:11,844 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 23:20:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7723, loss: 0.7723, grad_norm: 6.1959 2021-06-20 08:44:22,974 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 23:20:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9391, loss_cls: 0.7100, loss: 0.7100, grad_norm: 5.7992 2021-06-20 08:44:34,152 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 23:20:21, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9406, loss_cls: 0.7396, loss: 0.7396, grad_norm: 6.1911 2021-06-20 08:44:45,306 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 23:20:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9297, loss_cls: 0.7930, loss: 0.7930, grad_norm: 6.1012 2021-06-20 08:44:56,458 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 23:19:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7650, loss: 0.7650, grad_norm: 5.9696 2021-06-20 08:45:07,649 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 23:19:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9211, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.5025 2021-06-20 08:45:18,780 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 23:19:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8221, loss: 0.8221, grad_norm: 6.2604 2021-06-20 08:45:29,928 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 23:19:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9477, loss_cls: 0.7446, loss: 0.7446, grad_norm: 6.2907 2021-06-20 08:45:41,079 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 23:19:10, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.8000, loss: 0.8000, grad_norm: 6.1441 2021-06-20 08:45:52,231 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 23:18:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9313, loss_cls: 0.7964, loss: 0.7964, grad_norm: 6.4546 2021-06-20 08:46:03,398 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 23:18:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8098, loss: 0.8098, grad_norm: 6.4906 2021-06-20 08:46:14,537 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 23:18:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9430, loss_cls: 0.7816, loss: 0.7816, grad_norm: 6.2561 2021-06-20 08:46:25,665 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 23:18:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9469, loss_cls: 0.7154, loss: 0.7154, grad_norm: 6.1325 2021-06-20 08:46:36,816 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 23:18:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9437, loss_cls: 0.7393, loss: 0.7393, grad_norm: 6.0130 2021-06-20 08:46:48,005 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 23:18:00, time: 0.560, data_time: 0.003, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9266, loss_cls: 0.7869, loss: 0.7869, grad_norm: 6.0708 2021-06-20 08:46:59,111 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 23:17:48, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.2478 2021-06-20 08:47:10,241 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 23:17:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9359, loss_cls: 0.7575, loss: 0.7575, grad_norm: 5.9049 2021-06-20 08:47:21,377 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 23:17:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.7719, loss: 0.7719, grad_norm: 6.1515 2021-06-20 08:47:32,534 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 23:17:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9398, loss_cls: 0.7484, loss: 0.7484, grad_norm: 6.1221 2021-06-20 08:47:43,682 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 23:17:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9391, loss_cls: 0.7533, loss: 0.7533, grad_norm: 6.1074 2021-06-20 08:47:54,853 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 23:16:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.7784, loss: 0.7784, grad_norm: 6.3109 2021-06-20 08:48:05,996 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 23:16:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9453, loss_cls: 0.7388, loss: 0.7388, grad_norm: 5.9457 2021-06-20 08:48:17,133 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 23:16:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.8177, loss: 0.8177, grad_norm: 6.3093 2021-06-20 08:48:28,283 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 23:16:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8606, loss: 0.8606, grad_norm: 6.5380 2021-06-20 08:48:39,436 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 23:16:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9367, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.2967 2021-06-20 08:48:50,560 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 23:15:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7545, loss: 0.7545, grad_norm: 6.0586 2021-06-20 08:49:01,701 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 23:15:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9406, loss_cls: 0.7791, loss: 0.7791, grad_norm: 6.3151 2021-06-20 08:49:12,834 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 23:15:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.8158, loss: 0.8158, grad_norm: 6.1731 2021-06-20 08:49:23,973 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 23:15:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8115, loss: 0.8115, grad_norm: 6.2723 2021-06-20 08:49:35,136 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 23:15:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7952, loss: 0.7952, grad_norm: 6.2847 2021-06-20 08:49:46,296 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 23:14:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7953, loss: 0.7953, grad_norm: 6.1860 2021-06-20 08:49:57,431 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 23:14:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8447, loss: 0.8447, grad_norm: 6.4069 2021-06-20 08:50:08,576 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 23:14:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9414, loss_cls: 0.7755, loss: 0.7755, grad_norm: 6.2827 2021-06-20 08:50:19,711 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 23:14:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7587, loss: 0.7587, grad_norm: 6.0830 2021-06-20 08:50:30,851 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 23:14:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7664, loss: 0.7664, grad_norm: 6.1482 2021-06-20 08:50:41,989 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 23:13:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9336, loss_cls: 0.8143, loss: 0.8143, grad_norm: 6.4168 2021-06-20 08:50:53,112 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 23:13:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8147, loss: 0.8147, grad_norm: 6.3469 2021-06-20 08:51:04,254 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 23:13:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.5436 2021-06-20 08:51:15,389 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 23:13:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9289, loss_cls: 0.7962, loss: 0.7962, grad_norm: 6.0665 2021-06-20 08:51:26,548 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 23:13:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7490, loss: 0.7490, grad_norm: 6.1379 2021-06-20 08:51:37,693 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 23:12:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7509, loss: 0.7509, grad_norm: 6.1915 2021-06-20 08:51:48,842 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 23:12:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7317, loss: 0.7317, grad_norm: 6.1933 2021-06-20 08:51:59,998 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 23:12:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7791, loss: 0.7791, grad_norm: 6.1588 2021-06-20 08:52:11,142 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 23:12:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8462, loss: 0.8462, grad_norm: 6.5048 2021-06-20 08:52:22,290 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 23:12:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9281, loss_cls: 0.8373, loss: 0.8373, grad_norm: 6.1863 2021-06-20 08:52:33,438 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 23:11:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9391, loss_cls: 0.7902, loss: 0.7902, grad_norm: 6.3615 2021-06-20 08:52:44,596 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 23:11:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.7921, loss: 0.7921, grad_norm: 6.3741 2021-06-20 08:52:55,751 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 23:11:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.8061, loss: 0.8061, grad_norm: 6.2265 2021-06-20 08:53:06,880 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 23:11:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9422, loss_cls: 0.7175, loss: 0.7175, grad_norm: 6.0406 2021-06-20 08:53:18,010 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 23:11:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9359, loss_cls: 0.7525, loss: 0.7525, grad_norm: 6.1458 2021-06-20 08:53:29,157 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 23:10:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9164, loss_cls: 0.8435, loss: 0.8435, grad_norm: 6.1487 2021-06-20 08:53:40,284 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 23:10:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9250, loss_cls: 0.8260, loss: 0.8260, grad_norm: 6.1864 2021-06-20 08:53:51,431 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 23:10:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9273, loss_cls: 0.8112, loss: 0.8112, grad_norm: 6.2291 2021-06-20 08:54:02,584 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 23:10:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9180, loss_cls: 0.9121, loss: 0.9121, grad_norm: 6.6182 2021-06-20 08:54:13,712 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 23:10:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.7903, loss: 0.7903, grad_norm: 6.1001 2021-06-20 08:54:24,841 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 23:09:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.7900, loss: 0.7900, grad_norm: 6.2786 2021-06-20 08:54:36,030 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 23:09:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9281, loss_cls: 0.8242, loss: 0.8242, grad_norm: 6.3198 2021-06-20 08:54:47,167 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 23:09:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.8744, loss: 0.8744, grad_norm: 6.3329 2021-06-20 08:54:58,312 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 23:09:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7877, loss: 0.7877, grad_norm: 6.3653 2021-06-20 08:55:09,480 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 23:09:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9094, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.3040 2021-06-20 08:55:20,612 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 23:08:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.8241, loss: 0.8241, grad_norm: 6.2965 2021-06-20 08:55:31,756 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 23:08:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9289, loss_cls: 0.7993, loss: 0.7993, grad_norm: 6.1928 2021-06-20 08:55:42,899 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 23:08:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.8256, loss: 0.8256, grad_norm: 6.3664 2021-06-20 08:55:54,049 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 23:08:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.8272, loss: 0.8272, grad_norm: 6.4594 2021-06-20 08:56:05,184 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 23:08:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9195, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.2847 2021-06-20 08:56:16,312 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 23:07:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.3446 2021-06-20 08:56:27,455 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 23:07:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.7665, loss: 0.7665, grad_norm: 6.3226 2021-06-20 08:56:38,605 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 23:07:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8458, loss: 0.8458, grad_norm: 6.2981 2021-06-20 08:56:49,753 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 23:07:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9281, loss_cls: 0.8224, loss: 0.8224, grad_norm: 6.4574 2021-06-20 08:57:00,903 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 23:07:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9336, loss_cls: 0.7738, loss: 0.7738, grad_norm: 6.2377 2021-06-20 08:57:12,042 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 23:07:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9453, loss_cls: 0.7367, loss: 0.7367, grad_norm: 6.1729 2021-06-20 08:57:23,174 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 23:06:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8667, loss: 0.8667, grad_norm: 6.5946 2021-06-20 08:57:34,324 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 23:06:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8410, loss: 0.8410, grad_norm: 6.4659 2021-06-20 08:57:45,467 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 23:06:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.4418 2021-06-20 08:57:56,598 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 23:06:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9477, loss_cls: 0.7671, loss: 0.7671, grad_norm: 6.0958 2021-06-20 08:58:07,737 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 23:06:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.7995, loss: 0.7995, grad_norm: 6.2460 2021-06-20 08:58:18,873 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 23:05:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9227, loss_cls: 0.8505, loss: 0.8505, grad_norm: 6.2704 2021-06-20 08:58:30,029 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 23:05:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9539, loss_cls: 0.7635, loss: 0.7635, grad_norm: 6.3396 2021-06-20 08:58:41,178 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 23:05:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.9283 2021-06-20 08:58:52,318 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 23:05:14, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9242, loss_cls: 0.8337, loss: 0.8337, grad_norm: 6.2545 2021-06-20 08:59:03,459 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 23:05:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8680, loss: 0.8680, grad_norm: 6.5527 2021-06-20 08:59:14,606 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 23:04:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7761, loss: 0.7761, grad_norm: 6.2109 2021-06-20 08:59:25,745 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 23:04:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9422, loss_cls: 0.7852, loss: 0.7852, grad_norm: 6.3142 2021-06-20 08:59:36,913 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 23:04:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.3964 2021-06-20 08:59:48,063 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 23:04:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9375, loss_cls: 0.8076, loss: 0.8076, grad_norm: 6.4249 2021-06-20 08:59:59,231 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 23:04:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9375, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.6243 2021-06-20 09:00:10,408 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 23:03:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.7883, loss: 0.7883, grad_norm: 6.2668 2021-06-20 09:00:21,518 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 23:03:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9406, loss_cls: 0.7840, loss: 0.7840, grad_norm: 6.2859 2021-06-20 09:00:32,658 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 23:03:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.5678 2021-06-20 09:00:43,763 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 23:03:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8136, loss: 0.8136, grad_norm: 6.2161 2021-06-20 09:00:54,887 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 23:03:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9289, loss_cls: 0.7982, loss: 0.7982, grad_norm: 6.0842 2021-06-20 09:01:06,038 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 23:02:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7784, loss: 0.7784, grad_norm: 6.2325 2021-06-20 09:01:17,189 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 23:02:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.7811, loss: 0.7811, grad_norm: 6.2551 2021-06-20 09:01:28,341 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 23:02:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8346, loss: 0.8346, grad_norm: 6.4673 2021-06-20 09:01:39,439 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 23:02:18, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9437, loss_cls: 0.7659, loss: 0.7659, grad_norm: 6.2381 2021-06-20 09:01:50,590 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 23:02:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8189, loss: 0.8189, grad_norm: 6.2751 2021-06-20 09:02:01,742 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 23:01:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9313, loss_cls: 0.7565, loss: 0.7565, grad_norm: 6.0175 2021-06-20 09:02:12,903 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 23:01:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8282, loss: 0.8282, grad_norm: 6.4055 2021-06-20 09:02:24,047 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 23:01:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9172, loss_cls: 0.8752, loss: 0.8752, grad_norm: 6.4569 2021-06-20 09:02:35,194 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 23:01:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9258, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.1942 2021-06-20 09:02:46,326 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 23:01:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7757, loss: 0.7757, grad_norm: 5.9962 2021-06-20 09:02:57,496 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 23:00:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8198, loss: 0.8198, grad_norm: 6.4615 2021-06-20 09:03:08,659 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 23:00:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9398, loss_cls: 0.7708, loss: 0.7708, grad_norm: 6.3154 2021-06-20 09:03:19,775 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 23:00:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8240, loss: 0.8240, grad_norm: 6.2391 2021-06-20 09:03:30,915 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 23:00:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8452, loss: 0.8452, grad_norm: 6.4520 2021-06-20 09:03:42,060 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 23:00:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.8438, loss: 0.8438, grad_norm: 6.3284 2021-06-20 09:03:53,207 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 22:59:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9313, loss_cls: 0.7895, loss: 0.7895, grad_norm: 6.1691 2021-06-20 09:04:04,337 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 22:59:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.7749, loss: 0.7749, grad_norm: 6.4261 2021-06-20 09:04:15,487 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 22:59:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7936, loss: 0.7936, grad_norm: 6.4488 2021-06-20 09:04:26,616 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 22:59:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9383, loss_cls: 0.8206, loss: 0.8206, grad_norm: 6.2443 2021-06-20 09:04:37,753 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 22:59:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7380, loss: 0.7380, grad_norm: 6.0479 2021-06-20 09:04:48,900 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 22:58:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8889, loss: 0.8889, grad_norm: 6.5972 2021-06-20 09:05:00,067 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 22:58:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8680, loss: 0.8680, grad_norm: 6.4759 2021-06-20 09:05:11,239 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 22:58:34, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9383, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.3442 2021-06-20 09:05:22,378 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 22:58:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9289, loss_cls: 0.8252, loss: 0.8252, grad_norm: 6.3640 2021-06-20 09:05:33,514 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 22:58:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.4291 2021-06-20 09:05:44,649 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 22:57:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9414, loss_cls: 0.7734, loss: 0.7734, grad_norm: 6.2476 2021-06-20 09:05:55,799 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 22:57:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8534, loss: 0.8534, grad_norm: 6.4849 2021-06-20 09:06:06,942 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 22:57:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7685, loss: 0.7685, grad_norm: 6.2132 2021-06-20 09:06:18,070 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 22:57:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9391, loss_cls: 0.8105, loss: 0.8105, grad_norm: 6.6036 2021-06-20 09:06:29,223 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 22:57:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8179, loss: 0.8179, grad_norm: 6.4980 2021-06-20 09:06:40,372 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 22:57:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8087, loss: 0.8087, grad_norm: 6.4433 2021-06-20 09:06:51,546 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 22:56:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8032, loss: 0.8032, grad_norm: 6.3656 2021-06-20 09:07:02,685 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 22:56:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.8205, loss: 0.8205, grad_norm: 6.4620 2021-06-20 09:07:13,835 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 22:56:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7989, loss: 0.7989, grad_norm: 6.3510 2021-06-20 09:07:24,973 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 22:56:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9180, loss_cls: 0.9059, loss: 0.9059, grad_norm: 6.5440 2021-06-20 09:07:36,119 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 22:56:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.8124, loss: 0.8124, grad_norm: 6.1765 2021-06-20 09:07:47,252 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 22:55:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9258, loss_cls: 0.8218, loss: 0.8218, grad_norm: 6.3274 2021-06-20 09:07:58,402 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 22:55:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9203, loss_cls: 0.8529, loss: 0.8529, grad_norm: 6.4464 2021-06-20 09:08:09,531 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 22:55:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9211, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.3486 2021-06-20 09:08:20,673 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 22:55:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.5334 2021-06-20 09:08:31,793 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 22:55:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8812, loss: 0.8812, grad_norm: 6.5556 2021-06-20 09:08:42,953 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 22:54:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7644, loss: 0.7644, grad_norm: 6.0899 2021-06-20 09:08:54,105 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 22:54:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7644, loss: 0.7644, grad_norm: 6.1423 2021-06-20 09:09:05,245 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 22:54:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.8050, loss: 0.8050, grad_norm: 6.0887 2021-06-20 09:09:16,402 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 22:54:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8375, loss: 0.8375, grad_norm: 6.6352 2021-06-20 09:09:27,532 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 22:54:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9414, loss_cls: 0.7808, loss: 0.7808, grad_norm: 6.2222 2021-06-20 09:09:38,677 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 22:53:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.7921, loss: 0.7921, grad_norm: 6.3405 2021-06-20 09:09:49,834 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 22:53:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9273, loss_cls: 0.8131, loss: 0.8131, grad_norm: 6.2855 2021-06-20 09:10:00,952 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 22:53:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.7953, loss: 0.7953, grad_norm: 6.4971 2021-06-20 09:10:12,101 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 22:53:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8666, loss: 0.8666, grad_norm: 6.4887 2021-06-20 09:10:23,233 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 22:53:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9211, loss_cls: 0.8487, loss: 0.8487, grad_norm: 6.5226 2021-06-20 09:10:34,374 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 22:52:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9422, loss_cls: 0.7914, loss: 0.7914, grad_norm: 6.1740 2021-06-20 09:10:45,541 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 22:52:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7965, loss: 0.7965, grad_norm: 6.3820 2021-06-20 09:10:56,685 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 22:52:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8572, loss: 0.8572, grad_norm: 6.5108 2021-06-20 09:11:07,886 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 22:52:18, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9414, loss_cls: 0.7645, loss: 0.7645, grad_norm: 6.0838 2021-06-20 09:11:18,987 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 22:52:06, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9352, loss_cls: 0.8433, loss: 0.8433, grad_norm: 6.8364 2021-06-20 09:11:30,134 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 22:51:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7457, loss: 0.7457, grad_norm: 6.1838 2021-06-20 09:11:41,267 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 22:51:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.7973, loss: 0.7973, grad_norm: 6.2347 2021-06-20 09:11:59,216 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-06-20 09:13:53,016 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 22:52:17, time: 5.638, data_time: 4.996, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.8160, loss: 0.8160, grad_norm: 6.2812 2021-06-20 09:14:04,156 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 22:52:05, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9313, loss_cls: 0.7712, loss: 0.7712, grad_norm: 6.2473 2021-06-20 09:14:15,258 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 22:51:53, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9336, loss_cls: 0.8046, loss: 0.8046, grad_norm: 6.1153 2021-06-20 09:14:26,362 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 22:51:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9484, loss_cls: 0.7436, loss: 0.7436, grad_norm: 6.2013 2021-06-20 09:14:37,465 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 22:51:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.4822 2021-06-20 09:14:48,611 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 22:51:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.0739 2021-06-20 09:14:59,759 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 22:51:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.7137, loss: 0.7137, grad_norm: 6.0643 2021-06-20 09:15:11,723 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 22:50:55, time: 0.596, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.7788, loss: 0.7788, grad_norm: 5.9686 2021-06-20 09:15:22,836 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 22:50:43, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7633, loss: 0.7633, grad_norm: 6.0179 2021-06-20 09:15:33,966 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 22:50:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9398, loss_cls: 0.8299, loss: 0.8299, grad_norm: 6.7473 2021-06-20 09:15:45,083 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 22:50:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7699, loss: 0.7699, grad_norm: 6.2443 2021-06-20 09:15:56,228 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 22:50:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9211, loss_cls: 0.8183, loss: 0.8183, grad_norm: 6.2737 2021-06-20 09:16:07,369 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 22:49:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9430, loss_cls: 0.7543, loss: 0.7543, grad_norm: 6.1408 2021-06-20 09:16:18,531 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 22:49:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.6978, loss: 0.6978, grad_norm: 6.0255 2021-06-20 09:16:29,667 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 22:49:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7430, loss: 0.7430, grad_norm: 5.9662 2021-06-20 09:16:40,825 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 22:49:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9266, loss_cls: 0.8117, loss: 0.8117, grad_norm: 6.2940 2021-06-20 09:16:51,976 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 22:49:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.2588 2021-06-20 09:17:03,151 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 22:48:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8281, loss: 0.8281, grad_norm: 6.4265 2021-06-20 09:17:14,265 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 22:48:45, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.3418 2021-06-20 09:17:25,406 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 22:48:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9305, loss_cls: 0.7763, loss: 0.7763, grad_norm: 6.1715 2021-06-20 09:17:36,549 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 22:48:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7876, loss: 0.7876, grad_norm: 6.3927 2021-06-20 09:17:47,684 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 22:48:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9328, loss_cls: 0.7652, loss: 0.7652, grad_norm: 6.0958 2021-06-20 09:17:58,835 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 22:47:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7674, loss: 0.7674, grad_norm: 6.2274 2021-06-20 09:18:09,978 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 22:47:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7809, loss: 0.7809, grad_norm: 6.1613 2021-06-20 09:18:21,114 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 22:47:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9406, loss_cls: 0.8049, loss: 0.8049, grad_norm: 6.2784 2021-06-20 09:18:32,264 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 22:47:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.7928, loss: 0.7928, grad_norm: 6.3368 2021-06-20 09:18:43,403 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 22:47:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8951, loss: 0.8951, grad_norm: 6.3753 2021-06-20 09:18:54,552 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 22:46:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7722, loss: 0.7722, grad_norm: 6.3425 2021-06-20 09:19:05,689 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 22:46:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.7933, loss: 0.7933, grad_norm: 6.4155 2021-06-20 09:19:16,819 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 22:46:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9367, loss_cls: 0.7952, loss: 0.7952, grad_norm: 6.4082 2021-06-20 09:19:27,943 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 22:46:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9320, loss_cls: 0.8024, loss: 0.8024, grad_norm: 6.5067 2021-06-20 09:19:39,113 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 22:46:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8099, loss: 0.8099, grad_norm: 6.3592 2021-06-20 09:19:50,259 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 22:46:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8306, loss: 0.8306, grad_norm: 6.4545 2021-06-20 09:20:01,384 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 22:45:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8451, loss: 0.8451, grad_norm: 6.3124 2021-06-20 09:20:12,571 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 22:45:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8407, loss: 0.8407, grad_norm: 6.3982 2021-06-20 09:20:23,704 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 22:45:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9367, loss_cls: 0.7656, loss: 0.7656, grad_norm: 6.1023 2021-06-20 09:20:34,843 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 22:45:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7798, loss: 0.7798, grad_norm: 6.4101 2021-06-20 09:20:45,997 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 22:45:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7821, loss: 0.7821, grad_norm: 6.3571 2021-06-20 09:20:57,115 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 22:44:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9250, loss_cls: 0.8356, loss: 0.8356, grad_norm: 6.3981 2021-06-20 09:21:08,250 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 22:44:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9484, loss_cls: 0.7640, loss: 0.7640, grad_norm: 6.2832 2021-06-20 09:21:19,389 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 22:44:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7588, loss: 0.7588, grad_norm: 6.2960 2021-06-20 09:21:30,554 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 22:44:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.8102, loss: 0.8102, grad_norm: 6.3695 2021-06-20 09:21:41,710 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 22:44:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9461, loss_cls: 0.7533, loss: 0.7533, grad_norm: 6.4908 2021-06-20 09:21:52,860 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 22:43:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9336, loss_cls: 0.7959, loss: 0.7959, grad_norm: 6.2936 2021-06-20 09:22:04,008 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 22:43:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9383, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.1819 2021-06-20 09:22:15,158 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 22:43:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9328, loss_cls: 0.7887, loss: 0.7887, grad_norm: 6.2325 2021-06-20 09:22:26,293 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 22:43:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8120, loss: 0.8120, grad_norm: 6.4781 2021-06-20 09:22:37,437 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 22:43:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.7972, loss: 0.7972, grad_norm: 6.3422 2021-06-20 09:22:48,583 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 22:42:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9437, loss_cls: 0.7368, loss: 0.7368, grad_norm: 6.3109 2021-06-20 09:22:59,731 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 22:42:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9469, loss_cls: 0.7824, loss: 0.7824, grad_norm: 6.4573 2021-06-20 09:23:10,896 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 22:42:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7700, loss: 0.7700, grad_norm: 6.0296 2021-06-20 09:23:22,048 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 22:42:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9430, loss_cls: 0.7911, loss: 0.7911, grad_norm: 6.5450 2021-06-20 09:23:33,196 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 22:42:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9234, loss_cls: 0.8233, loss: 0.8233, grad_norm: 6.3442 2021-06-20 09:23:44,334 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 22:41:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9430, loss_cls: 0.7451, loss: 0.7451, grad_norm: 6.3401 2021-06-20 09:23:55,490 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 22:41:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9313, loss_cls: 0.8246, loss: 0.8246, grad_norm: 6.4350 2021-06-20 09:24:06,640 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 22:41:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8384, loss: 0.8384, grad_norm: 6.4774 2021-06-20 09:24:17,791 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 22:41:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9437, loss_cls: 0.7642, loss: 0.7642, grad_norm: 6.1698 2021-06-20 09:24:28,926 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 22:41:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.7927, loss: 0.7927, grad_norm: 6.4232 2021-06-20 09:24:40,055 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 22:40:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9477, loss_cls: 0.7081, loss: 0.7081, grad_norm: 6.0673 2021-06-20 09:24:51,217 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 22:40:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9344, loss_cls: 0.8325, loss: 0.8325, grad_norm: 6.6234 2021-06-20 09:25:02,357 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 22:40:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8313, loss: 0.8313, grad_norm: 6.4614 2021-06-20 09:25:13,511 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 22:40:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8083, loss: 0.8083, grad_norm: 6.3278 2021-06-20 09:25:24,670 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 22:40:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.5915 2021-06-20 09:25:35,820 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 22:39:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9391, loss_cls: 0.8135, loss: 0.8135, grad_norm: 6.5351 2021-06-20 09:25:46,929 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 22:39:44, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.7996, loss: 0.7996, grad_norm: 6.2560 2021-06-20 09:25:58,100 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 22:39:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.8240, loss: 0.8240, grad_norm: 6.4609 2021-06-20 09:26:09,244 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 22:39:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8293, loss: 0.8293, grad_norm: 6.5273 2021-06-20 09:26:20,396 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 22:39:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9336, loss_cls: 0.7995, loss: 0.7995, grad_norm: 6.3014 2021-06-20 09:26:31,548 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 22:38:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8224, loss: 0.8224, grad_norm: 6.5365 2021-06-20 09:26:42,686 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 22:38:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9461, loss_cls: 0.7630, loss: 0.7630, grad_norm: 6.2560 2021-06-20 09:26:53,818 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 22:38:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8234, loss: 0.8234, grad_norm: 6.4210 2021-06-20 09:27:04,977 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 22:38:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7733, loss: 0.7733, grad_norm: 6.1312 2021-06-20 09:27:16,147 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 22:38:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9367, loss_cls: 0.7623, loss: 0.7623, grad_norm: 6.3356 2021-06-20 09:27:27,298 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 22:37:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7408, loss: 0.7408, grad_norm: 6.1079 2021-06-20 09:27:38,460 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 22:37:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9391, loss_cls: 0.7977, loss: 0.7977, grad_norm: 6.4251 2021-06-20 09:27:49,628 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 22:37:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9422, loss_cls: 0.7859, loss: 0.7859, grad_norm: 6.0740 2021-06-20 09:28:00,777 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 22:37:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9383, loss_cls: 0.7833, loss: 0.7833, grad_norm: 6.2780 2021-06-20 09:28:11,929 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 22:37:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8331, loss: 0.8331, grad_norm: 6.5575 2021-06-20 09:28:23,059 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 22:36:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.7897, loss: 0.7897, grad_norm: 6.2708 2021-06-20 09:28:34,193 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 22:36:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.5712 2021-06-20 09:28:45,352 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 22:36:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8345, loss: 0.8345, grad_norm: 6.5406 2021-06-20 09:28:56,484 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 22:36:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.3781 2021-06-20 09:29:07,634 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 22:36:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7585, loss: 0.7585, grad_norm: 6.3560 2021-06-20 09:29:18,767 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 22:36:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.2822 2021-06-20 09:29:29,926 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 22:35:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9297, loss_cls: 0.8253, loss: 0.8253, grad_norm: 6.4388 2021-06-20 09:29:41,069 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 22:35:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.7862, loss: 0.7862, grad_norm: 6.2944 2021-06-20 09:29:52,213 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 22:35:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.8093, loss: 0.8093, grad_norm: 6.4121 2021-06-20 09:30:03,355 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 22:35:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9336, loss_cls: 0.7693, loss: 0.7693, grad_norm: 6.2331 2021-06-20 09:30:14,501 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 22:35:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9328, loss_cls: 0.8151, loss: 0.8151, grad_norm: 6.4614 2021-06-20 09:30:25,654 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 22:34:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8030, loss: 0.8030, grad_norm: 6.6046 2021-06-20 09:30:36,800 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 22:34:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9422, loss_cls: 0.7589, loss: 0.7589, grad_norm: 6.2587 2021-06-20 09:30:47,952 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 22:34:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7818, loss: 0.7818, grad_norm: 6.4077 2021-06-20 09:30:59,074 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 22:34:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.7582, loss: 0.7582, grad_norm: 6.2068 2021-06-20 09:31:10,226 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 22:34:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7756, loss: 0.7756, grad_norm: 6.3763 2021-06-20 09:31:21,357 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 22:33:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7786, loss: 0.7786, grad_norm: 6.4210 2021-06-20 09:31:32,505 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 22:33:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9266, loss_cls: 0.8241, loss: 0.8241, grad_norm: 6.4769 2021-06-20 09:31:43,646 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 22:33:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9414, loss_cls: 0.7735, loss: 0.7735, grad_norm: 6.3356 2021-06-20 09:31:54,789 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 22:33:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.7833, loss: 0.7833, grad_norm: 6.5331 2021-06-20 09:32:05,919 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 22:33:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.7893, loss: 0.7893, grad_norm: 6.3464 2021-06-20 09:32:17,058 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 22:32:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9203, loss_cls: 0.8410, loss: 0.8410, grad_norm: 6.2840 2021-06-20 09:32:28,192 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 22:32:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9445, loss_cls: 0.7420, loss: 0.7420, grad_norm: 6.2368 2021-06-20 09:32:39,347 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 22:32:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.7996, loss: 0.7996, grad_norm: 6.2571 2021-06-20 09:32:50,496 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 22:32:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9383, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.4689 2021-06-20 09:33:01,622 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 22:32:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9336, loss_cls: 0.8524, loss: 0.8524, grad_norm: 6.5306 2021-06-20 09:33:12,760 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 22:31:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8324, loss: 0.8324, grad_norm: 6.5732 2021-06-20 09:33:23,904 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 22:31:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8142, loss: 0.8142, grad_norm: 6.5155 2021-06-20 09:33:35,057 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 22:31:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8128, loss: 0.8128, grad_norm: 6.4123 2021-06-20 09:33:46,192 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 22:31:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9422, loss_cls: 0.7505, loss: 0.7505, grad_norm: 6.2459 2021-06-20 09:33:57,339 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 22:31:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.6922 2021-06-20 09:34:08,493 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 22:30:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8242, loss: 0.8242, grad_norm: 6.4872 2021-06-20 09:34:19,650 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 22:30:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9289, loss_cls: 0.7943, loss: 0.7943, grad_norm: 6.2285 2021-06-20 09:34:30,784 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 22:30:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7757, loss: 0.7757, grad_norm: 6.2883 2021-06-20 09:34:41,935 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 22:30:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.5998 2021-06-20 09:34:53,115 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 22:30:07, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8551, loss: 0.8551, grad_norm: 6.4900 2021-06-20 09:35:04,281 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 22:29:56, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7375, loss: 0.7375, grad_norm: 6.0841 2021-06-20 09:35:15,417 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 22:29:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9336, loss_cls: 0.8136, loss: 0.8136, grad_norm: 6.5028 2021-06-20 09:35:26,571 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 22:29:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9398, loss_cls: 0.8099, loss: 0.8099, grad_norm: 6.2099 2021-06-20 09:35:37,708 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 22:29:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9461, loss_cls: 0.7486, loss: 0.7486, grad_norm: 6.3897 2021-06-20 09:35:48,852 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 22:29:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.7999, loss: 0.7999, grad_norm: 6.4845 2021-06-20 09:36:00,013 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 22:28:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9258, loss_cls: 0.8500, loss: 0.8500, grad_norm: 6.5339 2021-06-20 09:36:11,166 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 22:28:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7784, loss: 0.7784, grad_norm: 6.3487 2021-06-20 09:36:22,289 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 22:28:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7318, loss: 0.7318, grad_norm: 6.0252 2021-06-20 09:36:33,405 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 22:28:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8164, loss: 0.8164, grad_norm: 6.4856 2021-06-20 09:36:44,565 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 22:28:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9305, loss_cls: 0.7914, loss: 0.7914, grad_norm: 6.2672 2021-06-20 09:36:55,723 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 22:27:58, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9375, loss_cls: 0.8149, loss: 0.8149, grad_norm: 6.4375 2021-06-20 09:37:06,871 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 22:27:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.7849, loss: 0.7849, grad_norm: 6.1182 2021-06-20 09:37:18,013 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 22:27:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9422, loss_cls: 0.7820, loss: 0.7820, grad_norm: 6.2712 2021-06-20 09:37:29,159 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 22:27:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7632, loss: 0.7632, grad_norm: 6.1394 2021-06-20 09:37:40,300 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 22:27:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9266, loss_cls: 0.8229, loss: 0.8229, grad_norm: 6.2802 2021-06-20 09:37:51,456 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 22:26:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9258, loss_cls: 0.8319, loss: 0.8319, grad_norm: 6.2904 2021-06-20 09:38:02,595 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 22:26:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7602, loss: 0.7602, grad_norm: 6.0936 2021-06-20 09:38:13,730 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 22:26:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9500, loss_cls: 0.7447, loss: 0.7447, grad_norm: 6.2599 2021-06-20 09:38:24,858 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 22:26:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9398, loss_cls: 0.7929, loss: 0.7929, grad_norm: 6.4308 2021-06-20 09:38:36,015 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 22:26:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.8565, loss: 0.8565, grad_norm: 6.6999 2021-06-20 09:38:47,171 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 22:26:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7601, loss: 0.7601, grad_norm: 6.0833 2021-06-20 09:38:58,316 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 22:25:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7503, loss: 0.7503, grad_norm: 5.9132 2021-06-20 09:39:09,468 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 22:25:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9281, loss_cls: 0.8148, loss: 0.8148, grad_norm: 6.3175 2021-06-20 09:39:20,614 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 22:25:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9328, loss_cls: 0.7910, loss: 0.7910, grad_norm: 6.2323 2021-06-20 09:39:31,760 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 22:25:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.7907, loss: 0.7907, grad_norm: 6.0862 2021-06-20 09:39:42,910 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 22:25:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8406, loss: 0.8406, grad_norm: 6.3055 2021-06-20 09:39:54,057 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 22:24:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.7922, loss: 0.7922, grad_norm: 6.1356 2021-06-20 09:40:05,233 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 22:24:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8335, loss: 0.8335, grad_norm: 6.4227 2021-06-20 09:40:16,366 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 22:24:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7804, loss: 0.7804, grad_norm: 6.3096 2021-06-20 09:40:27,499 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 22:24:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9305, loss_cls: 0.8203, loss: 0.8203, grad_norm: 6.2797 2021-06-20 09:40:38,640 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 22:24:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.8373, loss: 0.8373, grad_norm: 6.5517 2021-06-20 09:40:49,792 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 22:23:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9289, loss_cls: 0.8062, loss: 0.8062, grad_norm: 6.3729 2021-06-20 09:41:00,925 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 22:23:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9469, loss_cls: 0.7804, loss: 0.7804, grad_norm: 6.3779 2021-06-20 09:41:12,079 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 22:23:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8408, loss: 0.8408, grad_norm: 6.4309 2021-06-20 09:41:23,211 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 22:23:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8723, loss: 0.8723, grad_norm: 6.6742 2021-06-20 09:41:34,358 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 22:23:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9258, loss_cls: 0.7773, loss: 0.7773, grad_norm: 6.1627 2021-06-20 09:41:45,505 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 22:22:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.8743, loss: 0.8743, grad_norm: 6.5764 2021-06-20 09:41:56,640 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 22:22:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8743, loss: 0.8743, grad_norm: 6.4576 2021-06-20 09:42:07,764 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 22:22:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9297, loss_cls: 0.7771, loss: 0.7771, grad_norm: 6.1537 2021-06-20 09:42:18,892 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 22:22:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9289, loss_cls: 0.8248, loss: 0.8248, grad_norm: 6.1881 2021-06-20 09:42:30,046 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 22:22:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8461, loss: 0.8461, grad_norm: 6.4577 2021-06-20 09:42:41,200 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 22:21:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9437, loss_cls: 0.7852, loss: 0.7852, grad_norm: 6.2953 2021-06-20 09:42:52,357 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 22:21:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9398, loss_cls: 0.7887, loss: 0.7887, grad_norm: 6.1580 2021-06-20 09:43:03,515 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 22:21:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.8086, loss: 0.8086, grad_norm: 6.2874 2021-06-20 09:43:14,669 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 22:21:18, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7598, loss: 0.7598, grad_norm: 6.3164 2021-06-20 09:43:25,813 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 22:21:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9242, loss_cls: 0.8224, loss: 0.8224, grad_norm: 6.4601 2021-06-20 09:43:36,944 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 22:20:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9266, loss_cls: 0.8078, loss: 0.8078, grad_norm: 6.3980 2021-06-20 09:43:48,091 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 22:20:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7664, loss: 0.7664, grad_norm: 6.3348 2021-06-20 09:43:59,217 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 22:20:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.8059, loss: 0.8059, grad_norm: 6.2653 2021-06-20 09:44:10,363 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 22:20:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8102, loss: 0.8102, grad_norm: 6.2925 2021-06-20 09:44:21,517 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 22:20:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8023, loss: 0.8023, grad_norm: 6.2941 2021-06-20 09:44:32,674 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 22:19:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7434, loss: 0.7434, grad_norm: 6.0770 2021-06-20 09:44:43,844 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 22:19:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8435, loss: 0.8435, grad_norm: 6.4880 2021-06-20 09:44:55,006 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 22:19:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9305, loss_cls: 0.7841, loss: 0.7841, grad_norm: 6.4959 2021-06-20 09:45:06,147 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 22:19:21, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9375, loss_cls: 0.8145, loss: 0.8145, grad_norm: 6.5259 2021-06-20 09:45:17,299 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 22:19:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9297, loss_cls: 0.7876, loss: 0.7876, grad_norm: 6.5378 2021-06-20 09:45:28,459 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 22:18:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9250, loss_cls: 0.8819, loss: 0.8819, grad_norm: 6.5146 2021-06-20 09:45:39,560 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 22:18:45, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8062, loss: 0.8062, grad_norm: 6.4228 2021-06-20 09:45:50,705 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 22:18:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7652, loss: 0.7652, grad_norm: 6.0196 2021-06-20 09:46:01,851 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 22:18:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9453, loss_cls: 0.7537, loss: 0.7537, grad_norm: 6.3003 2021-06-20 09:46:12,985 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 22:18:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8355, loss: 0.8355, grad_norm: 6.3368 2021-06-20 09:46:24,116 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 22:17:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9406, loss_cls: 0.7468, loss: 0.7468, grad_norm: 6.1353 2021-06-20 09:46:35,249 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 22:17:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.8704, loss: 0.8704, grad_norm: 6.6950 2021-06-20 09:46:46,382 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 22:17:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.8109, loss: 0.8109, grad_norm: 6.6078 2021-06-20 09:46:57,534 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 22:17:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9289, loss_cls: 0.7989, loss: 0.7989, grad_norm: 6.0999 2021-06-20 09:47:08,641 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 22:17:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8527, loss: 0.8527, grad_norm: 6.6214 2021-06-20 09:47:19,768 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 22:16:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8187, loss: 0.8187, grad_norm: 6.5374 2021-06-20 09:47:30,893 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 22:16:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9414, loss_cls: 0.8021, loss: 0.8021, grad_norm: 6.5493 2021-06-20 09:47:42,039 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 22:16:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8635, loss: 0.8635, grad_norm: 6.5667 2021-06-20 09:47:53,197 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 22:16:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.7971, loss: 0.7971, grad_norm: 6.3825 2021-06-20 09:48:04,337 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 22:16:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9406, loss_cls: 0.7837, loss: 0.7837, grad_norm: 6.4828 2021-06-20 09:48:15,464 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 22:16:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8118, loss: 0.8118, grad_norm: 6.5229 2021-06-20 09:48:26,605 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 22:15:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9273, loss_cls: 0.7963, loss: 0.7963, grad_norm: 6.2658 2021-06-20 09:48:44,994 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-06-20 09:50:50,920 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 22:16:28, time: 6.239, data_time: 5.641, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9289, loss_cls: 0.7868, loss: 0.7868, grad_norm: 6.3435 2021-06-20 09:51:02,065 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 22:16:16, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9437, loss_cls: 0.7213, loss: 0.7213, grad_norm: 6.3650 2021-06-20 09:51:13,150 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 22:16:05, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9391, loss_cls: 0.7452, loss: 0.7452, grad_norm: 5.9943 2021-06-20 09:51:24,258 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 22:15:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9289, loss_cls: 0.7730, loss: 0.7730, grad_norm: 6.2957 2021-06-20 09:51:35,398 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 22:15:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8353, loss: 0.8353, grad_norm: 6.6165 2021-06-20 09:51:46,528 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 22:15:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7363, loss: 0.7363, grad_norm: 6.0793 2021-06-20 09:51:57,678 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 22:15:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7742, loss: 0.7742, grad_norm: 6.1032 2021-06-20 09:52:08,831 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 22:15:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9422, loss_cls: 0.7389, loss: 0.7389, grad_norm: 6.1945 2021-06-20 09:52:19,965 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 22:14:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7483, loss: 0.7483, grad_norm: 6.0476 2021-06-20 09:52:31,107 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 22:14:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8136, loss: 0.8136, grad_norm: 6.4032 2021-06-20 09:52:42,234 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 22:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9344, loss_cls: 0.7696, loss: 0.7696, grad_norm: 6.2403 2021-06-20 09:52:53,364 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 22:14:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9359, loss_cls: 0.7455, loss: 0.7455, grad_norm: 5.9997 2021-06-20 09:53:04,499 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 22:14:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.7982, loss: 0.7982, grad_norm: 6.2921 2021-06-20 09:53:15,635 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 22:13:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9523, loss_cls: 0.6926, loss: 0.6926, grad_norm: 6.0131 2021-06-20 09:53:26,772 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 22:13:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9313, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.2100 2021-06-20 09:53:37,923 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 22:13:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9414, loss_cls: 0.7798, loss: 0.7798, grad_norm: 6.1897 2021-06-20 09:53:49,064 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 22:13:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8576, loss: 0.8576, grad_norm: 6.5451 2021-06-20 09:54:00,190 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 22:13:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7833, loss: 0.7833, grad_norm: 6.4577 2021-06-20 09:54:11,343 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 22:12:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9445, loss_cls: 0.7412, loss: 0.7412, grad_norm: 6.2813 2021-06-20 09:54:22,480 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 22:12:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.5556 2021-06-20 09:54:33,630 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 22:12:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7454, loss: 0.7454, grad_norm: 6.0075 2021-06-20 09:54:44,775 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 22:12:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9484, loss_cls: 0.7468, loss: 0.7468, grad_norm: 6.3418 2021-06-20 09:54:55,904 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 22:12:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9250, loss_cls: 0.8271, loss: 0.8271, grad_norm: 6.2997 2021-06-20 09:55:08,283 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 22:11:58, time: 0.615, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.7811, loss: 0.7811, grad_norm: 6.4062 2021-06-20 09:55:19,404 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 22:11:46, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9445, loss_cls: 0.7590, loss: 0.7590, grad_norm: 6.5519 2021-06-20 09:55:30,569 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 22:11:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8636, loss: 0.8636, grad_norm: 6.5414 2021-06-20 09:55:41,713 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 22:11:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9344, loss_cls: 0.7651, loss: 0.7651, grad_norm: 6.1700 2021-06-20 09:55:52,833 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 22:11:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9398, loss_cls: 0.7677, loss: 0.7677, grad_norm: 6.1729 2021-06-20 09:56:03,976 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 22:10:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9375, loss_cls: 0.7978, loss: 0.7978, grad_norm: 6.2915 2021-06-20 09:56:15,112 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 22:10:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.4893 2021-06-20 09:56:26,229 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 22:10:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.7781, loss: 0.7781, grad_norm: 6.3152 2021-06-20 09:56:37,363 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 22:10:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.7857, loss: 0.7857, grad_norm: 6.3902 2021-06-20 09:56:48,494 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 22:10:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.7357, loss: 0.7357, grad_norm: 6.1742 2021-06-20 09:56:59,641 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 22:10:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7366, loss: 0.7366, grad_norm: 6.1241 2021-06-20 09:57:10,766 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 22:09:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9430, loss_cls: 0.7535, loss: 0.7535, grad_norm: 6.2031 2021-06-20 09:57:21,904 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 22:09:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9406, loss_cls: 0.7882, loss: 0.7882, grad_norm: 6.5032 2021-06-20 09:57:33,052 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 22:09:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.3725 2021-06-20 09:57:44,181 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 22:09:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9445, loss_cls: 0.7559, loss: 0.7559, grad_norm: 6.5725 2021-06-20 09:57:55,342 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 22:09:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9195, loss_cls: 0.8306, loss: 0.8306, grad_norm: 6.5647 2021-06-20 09:58:06,517 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 22:08:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7564, loss: 0.7564, grad_norm: 6.1352 2021-06-20 09:58:17,653 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 22:08:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9500, loss_cls: 0.6993, loss: 0.6993, grad_norm: 5.9629 2021-06-20 09:58:28,805 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 22:08:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9203, loss_cls: 0.8764, loss: 0.8764, grad_norm: 6.5044 2021-06-20 09:58:39,943 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 22:08:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.7283, loss: 0.7283, grad_norm: 6.2135 2021-06-20 09:58:51,095 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 22:08:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9453, loss_cls: 0.7103, loss: 0.7103, grad_norm: 6.1335 2021-06-20 09:59:02,232 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 22:07:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7797, loss: 0.7797, grad_norm: 6.3512 2021-06-20 09:59:13,382 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 22:07:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.8041, loss: 0.8041, grad_norm: 6.2879 2021-06-20 09:59:24,526 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 22:07:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.7359, loss: 0.7359, grad_norm: 6.1395 2021-06-20 09:59:35,658 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 22:07:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9273, loss_cls: 0.8335, loss: 0.8335, grad_norm: 6.5505 2021-06-20 09:59:46,800 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 22:07:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9227, loss_cls: 0.8137, loss: 0.8137, grad_norm: 6.3793 2021-06-20 09:59:57,940 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 22:06:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9414, loss_cls: 0.7547, loss: 0.7547, grad_norm: 6.2572 2021-06-20 10:00:09,132 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 22:06:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9437, loss_cls: 0.7632, loss: 0.7632, grad_norm: 6.2925 2021-06-20 10:00:20,247 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 22:06:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7808, loss: 0.7808, grad_norm: 6.5812 2021-06-20 10:00:31,378 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 22:06:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9258, loss_cls: 0.8333, loss: 0.8333, grad_norm: 6.4007 2021-06-20 10:00:42,527 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 22:06:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9359, loss_cls: 0.7255, loss: 0.7255, grad_norm: 5.9005 2021-06-20 10:00:53,662 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 22:05:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.8876, loss: 0.8876, grad_norm: 6.6658 2021-06-20 10:01:04,803 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 22:05:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9414, loss_cls: 0.7349, loss: 0.7349, grad_norm: 6.1319 2021-06-20 10:01:15,934 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 22:05:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9414, loss_cls: 0.7470, loss: 0.7470, grad_norm: 6.1183 2021-06-20 10:01:27,060 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 22:05:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9367, loss_cls: 0.8064, loss: 0.8064, grad_norm: 6.4755 2021-06-20 10:01:38,198 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 22:05:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9359, loss_cls: 0.7766, loss: 0.7766, grad_norm: 6.3982 2021-06-20 10:01:49,349 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 22:04:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7991, loss: 0.7991, grad_norm: 6.7769 2021-06-20 10:02:00,504 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 22:04:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9281, loss_cls: 0.8229, loss: 0.8229, grad_norm: 6.6361 2021-06-20 10:02:11,657 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 22:04:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9258, loss_cls: 0.8518, loss: 0.8518, grad_norm: 6.7175 2021-06-20 10:02:22,812 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 22:04:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9414, loss_cls: 0.7239, loss: 0.7239, grad_norm: 6.0168 2021-06-20 10:02:33,950 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 22:04:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.8120 2021-06-20 10:02:45,108 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 22:03:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9250, loss_cls: 0.7792, loss: 0.7792, grad_norm: 6.2670 2021-06-20 10:02:56,254 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 22:03:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7766, loss: 0.7766, grad_norm: 6.2374 2021-06-20 10:03:07,405 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 22:03:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9375, loss_cls: 0.8303, loss: 0.8303, grad_norm: 6.6199 2021-06-20 10:03:18,551 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 22:03:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9383, loss_cls: 0.8459, loss: 0.8459, grad_norm: 6.8986 2021-06-20 10:03:29,690 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 22:03:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9367, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.3580 2021-06-20 10:03:40,825 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 22:02:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8094, loss: 0.8094, grad_norm: 6.6119 2021-06-20 10:03:51,980 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 22:02:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7953, loss: 0.7953, grad_norm: 6.6309 2021-06-20 10:04:03,121 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 22:02:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9430, loss_cls: 0.7573, loss: 0.7573, grad_norm: 6.3481 2021-06-20 10:04:14,270 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 22:02:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7754, loss: 0.7754, grad_norm: 6.3911 2021-06-20 10:04:25,409 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 22:02:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9328, loss_cls: 0.7684, loss: 0.7684, grad_norm: 6.3322 2021-06-20 10:04:36,557 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 22:01:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9500, loss_cls: 0.7456, loss: 0.7456, grad_norm: 6.0225 2021-06-20 10:04:47,714 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 22:01:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7561, loss: 0.7561, grad_norm: 6.2692 2021-06-20 10:04:58,846 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 22:01:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8090, loss: 0.8090, grad_norm: 6.5197 2021-06-20 10:05:10,017 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 22:01:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9227, loss_cls: 0.7999, loss: 0.7999, grad_norm: 6.2945 2021-06-20 10:05:21,137 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 22:01:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.8068, loss: 0.8068, grad_norm: 6.6325 2021-06-20 10:05:32,264 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 22:00:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.7733, loss: 0.7733, grad_norm: 6.2150 2021-06-20 10:05:43,404 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 22:00:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.2386 2021-06-20 10:05:54,547 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 22:00:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7474, loss: 0.7474, grad_norm: 6.1719 2021-06-20 10:06:05,688 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 22:00:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7727, loss: 0.7727, grad_norm: 6.1166 2021-06-20 10:06:16,831 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 22:00:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9344, loss_cls: 0.7900, loss: 0.7900, grad_norm: 6.5948 2021-06-20 10:06:27,965 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 22:00:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.7115 2021-06-20 10:06:39,091 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 21:59:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9469, loss_cls: 0.7858, loss: 0.7858, grad_norm: 6.4628 2021-06-20 10:06:50,221 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 21:59:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7527, loss: 0.7527, grad_norm: 6.3809 2021-06-20 10:07:01,373 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 21:59:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9289, loss_cls: 0.8016, loss: 0.8016, grad_norm: 6.3611 2021-06-20 10:07:12,542 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 21:59:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8484, loss: 0.8484, grad_norm: 6.6185 2021-06-20 10:07:23,700 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 21:59:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.8036, loss: 0.8036, grad_norm: 6.7106 2021-06-20 10:07:34,844 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 21:58:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8049, loss: 0.8049, grad_norm: 6.5270 2021-06-20 10:07:45,978 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 21:58:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8099, loss: 0.8099, grad_norm: 6.5041 2021-06-20 10:07:57,123 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 21:58:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7685, loss: 0.7685, grad_norm: 6.2956 2021-06-20 10:08:08,287 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 21:58:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9391, loss_cls: 0.7708, loss: 0.7708, grad_norm: 6.4169 2021-06-20 10:08:19,369 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 21:58:03, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9352, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.5611 2021-06-20 10:08:30,503 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 21:57:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9430, loss_cls: 0.7823, loss: 0.7823, grad_norm: 6.2586 2021-06-20 10:08:41,628 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 21:57:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.8029, loss: 0.8029, grad_norm: 6.3855 2021-06-20 10:08:52,768 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 21:57:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8521, loss: 0.8521, grad_norm: 6.7181 2021-06-20 10:09:03,898 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 21:57:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9258, loss_cls: 0.8307, loss: 0.8307, grad_norm: 6.2656 2021-06-20 10:09:15,038 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 21:57:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9344, loss_cls: 0.7945, loss: 0.7945, grad_norm: 6.3861 2021-06-20 10:09:26,162 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 21:56:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9406, loss_cls: 0.8313, loss: 0.8313, grad_norm: 6.6565 2021-06-20 10:09:37,291 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 21:56:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9344, loss_cls: 0.8412, loss: 0.8412, grad_norm: 6.5766 2021-06-20 10:09:48,455 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 21:56:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9336, loss_cls: 0.8039, loss: 0.8039, grad_norm: 6.3730 2021-06-20 10:09:59,621 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 21:56:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7359, loss: 0.7359, grad_norm: 6.2128 2021-06-20 10:10:10,793 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 21:56:05, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9445, loss_cls: 0.7498, loss: 0.7498, grad_norm: 6.2688 2021-06-20 10:10:21,937 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 21:55:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8355, loss: 0.8355, grad_norm: 6.6233 2021-06-20 10:10:33,074 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 21:55:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7990, loss: 0.7990, grad_norm: 6.4658 2021-06-20 10:10:44,218 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 21:55:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9406, loss_cls: 0.7507, loss: 0.7507, grad_norm: 6.3559 2021-06-20 10:10:55,364 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 21:55:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9250, loss_cls: 0.8578, loss: 0.8578, grad_norm: 6.5364 2021-06-20 10:11:06,502 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 21:55:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7750, loss: 0.7750, grad_norm: 6.4009 2021-06-20 10:11:17,650 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 21:54:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9430, loss_cls: 0.7563, loss: 0.7563, grad_norm: 6.2981 2021-06-20 10:11:28,773 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 21:54:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8103, loss: 0.8103, grad_norm: 6.4784 2021-06-20 10:11:39,892 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 21:54:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.7967, loss: 0.7967, grad_norm: 6.5770 2021-06-20 10:11:51,037 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 21:54:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8016, loss: 0.8016, grad_norm: 6.3471 2021-06-20 10:12:02,186 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 21:54:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9258, loss_cls: 0.8228, loss: 0.8228, grad_norm: 6.4015 2021-06-20 10:12:13,329 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 21:53:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8237, loss: 0.8237, grad_norm: 6.6534 2021-06-20 10:12:24,460 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 21:53:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.4932 2021-06-20 10:12:35,600 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 21:53:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9453, loss_cls: 0.7527, loss: 0.7527, grad_norm: 6.2979 2021-06-20 10:12:46,741 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 21:53:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9391, loss_cls: 0.7741, loss: 0.7741, grad_norm: 6.3665 2021-06-20 10:12:57,877 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 21:53:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9469, loss_cls: 0.7106, loss: 0.7106, grad_norm: 6.1885 2021-06-20 10:13:09,001 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 21:52:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8088, loss: 0.8088, grad_norm: 6.3455 2021-06-20 10:13:20,144 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 21:52:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9195, loss_cls: 0.8519, loss: 0.8519, grad_norm: 6.4772 2021-06-20 10:13:31,293 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 21:52:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8232, loss: 0.8232, grad_norm: 6.2854 2021-06-20 10:13:42,435 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 21:52:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9320, loss_cls: 0.7824, loss: 0.7824, grad_norm: 6.1770 2021-06-20 10:13:53,620 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 21:52:10, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9320, loss_cls: 0.8375, loss: 0.8375, grad_norm: 6.6356 2021-06-20 10:14:04,706 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 21:51:58, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9375, loss_cls: 0.8438, loss: 0.8438, grad_norm: 6.4508 2021-06-20 10:14:15,832 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 21:51:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7703, loss: 0.7703, grad_norm: 6.2469 2021-06-20 10:14:26,964 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 21:51:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8578, loss: 0.8578, grad_norm: 6.6588 2021-06-20 10:14:38,102 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 21:51:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9359, loss_cls: 0.8017, loss: 0.8017, grad_norm: 6.5000 2021-06-20 10:14:49,250 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 21:51:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7735, loss: 0.7735, grad_norm: 6.3079 2021-06-20 10:15:00,391 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 21:50:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9305, loss_cls: 0.8101, loss: 0.8101, grad_norm: 6.3832 2021-06-20 10:15:11,557 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 21:50:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9461, loss_cls: 0.7076, loss: 0.7076, grad_norm: 6.0763 2021-06-20 10:15:22,718 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 21:50:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9437, loss_cls: 0.7265, loss: 0.7265, grad_norm: 6.5652 2021-06-20 10:15:34,049 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 21:50:24, time: 0.567, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7458, loss: 0.7458, grad_norm: 6.3386 2021-06-20 10:15:45,196 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 21:50:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.4137 2021-06-20 10:15:56,314 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 21:50:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9328, loss_cls: 0.7617, loss: 0.7617, grad_norm: 6.3597 2021-06-20 10:16:07,501 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 21:49:49, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9250, loss_cls: 0.8255, loss: 0.8255, grad_norm: 6.4077 2021-06-20 10:16:18,637 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 21:49:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7737, loss: 0.7737, grad_norm: 6.4645 2021-06-20 10:16:29,772 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 21:49:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8171, loss: 0.8171, grad_norm: 6.5000 2021-06-20 10:16:40,892 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 21:49:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.7766, loss: 0.7766, grad_norm: 6.3032 2021-06-20 10:16:52,027 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 21:49:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.7839, loss: 0.7839, grad_norm: 6.2773 2021-06-20 10:17:03,162 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 21:48:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9227, loss_cls: 0.8103, loss: 0.8103, grad_norm: 6.4382 2021-06-20 10:17:14,322 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 21:48:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9281, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.3842 2021-06-20 10:17:25,465 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 21:48:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9289, loss_cls: 0.8028, loss: 0.8028, grad_norm: 6.2911 2021-06-20 10:17:36,609 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 21:48:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9281, loss_cls: 0.8301, loss: 0.8301, grad_norm: 6.7511 2021-06-20 10:17:47,758 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 21:48:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.8092, loss: 0.8092, grad_norm: 6.4236 2021-06-20 10:17:58,896 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 21:47:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9414, loss_cls: 0.7922, loss: 0.7922, grad_norm: 6.3802 2021-06-20 10:18:10,027 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 21:47:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9227, loss_cls: 0.8047, loss: 0.8047, grad_norm: 6.2532 2021-06-20 10:18:21,184 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 21:47:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.8236, loss: 0.8236, grad_norm: 6.3418 2021-06-20 10:18:32,313 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 21:47:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7551, loss: 0.7551, grad_norm: 6.3258 2021-06-20 10:18:43,446 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 21:47:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.8347, loss: 0.8347, grad_norm: 6.4572 2021-06-20 10:18:54,574 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 21:46:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9234, loss_cls: 0.8114, loss: 0.8114, grad_norm: 6.3305 2021-06-20 10:19:05,707 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 21:46:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.8024, loss: 0.8024, grad_norm: 6.6061 2021-06-20 10:19:16,850 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 21:46:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8453, loss: 0.8453, grad_norm: 6.7851 2021-06-20 10:19:27,989 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 21:46:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9344, loss_cls: 0.7423, loss: 0.7423, grad_norm: 6.1459 2021-06-20 10:19:39,132 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 21:46:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9320, loss_cls: 0.7472, loss: 0.7472, grad_norm: 6.1678 2021-06-20 10:19:50,271 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 21:45:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.8008, loss: 0.8008, grad_norm: 6.3098 2021-06-20 10:20:01,411 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 21:45:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8189, loss: 0.8189, grad_norm: 6.4612 2021-06-20 10:20:14,877 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 21:45:32, time: 0.668, data_time: 0.005, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9414, loss_cls: 0.8054, loss: 0.8054, grad_norm: 6.4883 2021-06-20 10:20:26,113 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 21:45:20, time: 0.567, data_time: 0.006, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8362, loss: 0.8362, grad_norm: 6.4954 2021-06-20 10:20:37,242 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 21:45:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9516, loss_cls: 0.7103, loss: 0.7103, grad_norm: 6.3068 2021-06-20 10:20:48,357 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 21:44:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8372, loss: 0.8372, grad_norm: 6.7259 2021-06-20 10:20:59,509 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 21:44:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9187, loss_cls: 0.8373, loss: 0.8373, grad_norm: 6.5427 2021-06-20 10:21:10,654 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 21:44:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9414, loss_cls: 0.7662, loss: 0.7662, grad_norm: 6.3650 2021-06-20 10:21:21,776 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 21:44:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9430, loss_cls: 0.7452, loss: 0.7452, grad_norm: 6.2272 2021-06-20 10:21:32,917 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 21:44:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7798, loss: 0.7798, grad_norm: 6.4642 2021-06-20 10:21:44,043 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 21:43:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9344, loss_cls: 0.7436, loss: 0.7436, grad_norm: 6.1881 2021-06-20 10:21:55,176 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 21:43:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9398, loss_cls: 0.7831, loss: 0.7831, grad_norm: 6.4297 2021-06-20 10:22:06,319 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 21:43:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9398, loss_cls: 0.8183, loss: 0.8183, grad_norm: 6.7672 2021-06-20 10:22:17,470 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 21:43:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.8064, loss: 0.8064, grad_norm: 6.3908 2021-06-20 10:22:28,606 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 21:43:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9445, loss_cls: 0.7008, loss: 0.7008, grad_norm: 6.1557 2021-06-20 10:22:39,767 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 21:42:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.5624 2021-06-20 10:22:50,893 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 21:42:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7465, loss: 0.7465, grad_norm: 6.3052 2021-06-20 10:23:02,043 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 21:42:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7516, loss: 0.7516, grad_norm: 6.2110 2021-06-20 10:23:13,171 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 21:42:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.8157, loss: 0.8157, grad_norm: 6.6390 2021-06-20 10:23:24,312 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 21:42:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9359, loss_cls: 0.8130, loss: 0.8130, grad_norm: 6.7806 2021-06-20 10:23:35,461 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 21:42:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9336, loss_cls: 0.7862, loss: 0.7862, grad_norm: 6.3988 2021-06-20 10:23:46,607 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 21:41:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.3785 2021-06-20 10:23:57,734 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 21:41:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9437, loss_cls: 0.7268, loss: 0.7268, grad_norm: 6.0835 2021-06-20 10:24:08,861 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 21:41:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7290, loss: 0.7290, grad_norm: 6.0805 2021-06-20 10:24:19,964 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 21:41:13, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8068, loss: 0.8068, grad_norm: 6.5531 2021-06-20 10:24:31,118 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 21:41:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9391, loss_cls: 0.7592, loss: 0.7592, grad_norm: 6.3071 2021-06-20 10:24:42,260 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 21:40:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7545, loss: 0.7545, grad_norm: 6.1969 2021-06-20 10:24:53,386 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 21:40:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9211, loss_cls: 0.8452, loss: 0.8452, grad_norm: 6.6923 2021-06-20 10:25:04,523 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 21:40:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7792, loss: 0.7792, grad_norm: 6.3477 2021-06-20 10:25:15,651 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 21:40:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.7911, loss: 0.7911, grad_norm: 6.4295 2021-06-20 10:25:26,796 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 21:40:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9305, loss_cls: 0.8811, loss: 0.8811, grad_norm: 7.0678 2021-06-20 10:25:44,666 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-06-20 10:27:40,200 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 21:40:34, time: 5.729, data_time: 5.126, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.7491, loss: 0.7491, grad_norm: 6.4312 2021-06-20 10:27:51,344 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 21:40:22, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9359, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.2952 2021-06-20 10:28:02,451 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 21:40:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.8086, loss: 0.8086, grad_norm: 6.4294 2021-06-20 10:28:13,568 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 21:39:58, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9437, loss_cls: 0.7664, loss: 0.7664, grad_norm: 6.2699 2021-06-20 10:28:24,679 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 21:39:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9367, loss_cls: 0.7778, loss: 0.7778, grad_norm: 6.2174 2021-06-20 10:28:35,805 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 21:39:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9391, loss_cls: 0.7453, loss: 0.7453, grad_norm: 6.2882 2021-06-20 10:28:46,921 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 21:39:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9289, loss_cls: 0.7857, loss: 0.7857, grad_norm: 6.4334 2021-06-20 10:28:58,053 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 21:39:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.7886, loss: 0.7886, grad_norm: 6.3152 2021-06-20 10:29:09,193 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 21:38:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9289, loss_cls: 0.7801, loss: 0.7801, grad_norm: 6.4596 2021-06-20 10:29:20,346 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 21:38:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.7877, loss: 0.7877, grad_norm: 6.6062 2021-06-20 10:29:31,472 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 21:38:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7793, loss: 0.7793, grad_norm: 6.4070 2021-06-20 10:29:42,588 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 21:38:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9391, loss_cls: 0.7667, loss: 0.7667, grad_norm: 6.2834 2021-06-20 10:29:53,713 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 21:38:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9367, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.7498 2021-06-20 10:30:04,912 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 21:38:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8551, loss: 0.8551, grad_norm: 6.6210 2021-06-20 10:30:16,066 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 21:37:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8059, loss: 0.8059, grad_norm: 6.6700 2021-06-20 10:30:27,202 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 21:37:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.8498, loss: 0.8498, grad_norm: 6.5665 2021-06-20 10:30:38,334 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 21:37:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9320, loss_cls: 0.8007, loss: 0.8007, grad_norm: 6.5839 2021-06-20 10:30:49,483 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 21:37:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9320, loss_cls: 0.7744, loss: 0.7744, grad_norm: 6.2365 2021-06-20 10:31:00,602 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 21:37:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7502, loss: 0.7502, grad_norm: 6.2544 2021-06-20 10:31:11,737 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 21:36:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9320, loss_cls: 0.7540, loss: 0.7540, grad_norm: 6.3501 2021-06-20 10:31:22,884 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 21:36:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9414, loss_cls: 0.7758, loss: 0.7758, grad_norm: 6.4863 2021-06-20 10:31:34,035 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 21:36:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7484, loss: 0.7484, grad_norm: 6.3919 2021-06-20 10:31:45,174 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 21:36:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9531, loss_cls: 0.7094, loss: 0.7094, grad_norm: 6.2738 2021-06-20 10:31:56,318 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 21:36:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9477, loss_cls: 0.7144, loss: 0.7144, grad_norm: 6.3216 2021-06-20 10:32:07,455 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 21:35:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9523, loss_cls: 0.6991, loss: 0.6991, grad_norm: 6.1735 2021-06-20 10:32:18,608 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 21:35:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7979, loss: 0.7979, grad_norm: 6.6368 2021-06-20 10:32:29,738 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 21:35:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8125, loss: 0.8125, grad_norm: 6.5487 2021-06-20 10:32:40,901 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 21:35:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9211, loss_cls: 0.8150, loss: 0.8150, grad_norm: 6.4100 2021-06-20 10:32:52,047 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 21:35:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9250, loss_cls: 0.8059, loss: 0.8059, grad_norm: 6.4151 2021-06-20 10:33:03,197 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 21:34:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9430, loss_cls: 0.7601, loss: 0.7601, grad_norm: 6.4093 2021-06-20 10:33:14,357 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 21:34:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9305, loss_cls: 0.7816, loss: 0.7816, grad_norm: 6.3129 2021-06-20 10:33:25,500 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 21:34:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7419, loss: 0.7419, grad_norm: 6.3813 2021-06-20 10:33:36,651 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 21:34:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9430, loss_cls: 0.7804, loss: 0.7804, grad_norm: 6.4888 2021-06-20 10:33:47,790 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 21:34:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9281, loss_cls: 0.7777, loss: 0.7777, grad_norm: 6.4398 2021-06-20 10:33:58,925 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 21:33:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9414, loss_cls: 0.7535, loss: 0.7535, grad_norm: 6.3984 2021-06-20 10:34:10,064 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 21:33:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9305, loss_cls: 0.7466, loss: 0.7466, grad_norm: 6.2616 2021-06-20 10:34:21,176 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 21:33:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.5566 2021-06-20 10:34:32,327 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 21:33:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9305, loss_cls: 0.7653, loss: 0.7653, grad_norm: 6.4025 2021-06-20 10:34:43,481 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 21:33:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7413, loss: 0.7413, grad_norm: 6.6480 2021-06-20 10:34:54,669 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 21:32:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.7989, loss: 0.7989, grad_norm: 6.4095 2021-06-20 10:35:05,845 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 21:32:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7512, loss: 0.7512, grad_norm: 6.4462 2021-06-20 10:35:16,979 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 21:32:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7615, loss: 0.7615, grad_norm: 6.4329 2021-06-20 10:35:28,108 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 21:32:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9266, loss_cls: 0.8311, loss: 0.8311, grad_norm: 6.4635 2021-06-20 10:35:39,262 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 21:32:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9383, loss_cls: 0.7961, loss: 0.7961, grad_norm: 6.4604 2021-06-20 10:35:50,424 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 21:31:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.7701, loss: 0.7701, grad_norm: 6.4997 2021-06-20 10:36:01,568 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 21:31:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9414, loss_cls: 0.7362, loss: 0.7362, grad_norm: 6.1741 2021-06-20 10:36:12,707 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 21:31:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8482, loss: 0.8482, grad_norm: 6.5823 2021-06-20 10:36:23,846 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 21:31:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9422, loss_cls: 0.7742, loss: 0.7742, grad_norm: 6.6266 2021-06-20 10:36:35,006 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 21:31:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.7981 2021-06-20 10:36:46,148 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 21:30:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9352, loss_cls: 0.7924, loss: 0.7924, grad_norm: 6.4158 2021-06-20 10:36:57,249 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 21:30:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9297, loss_cls: 0.7621, loss: 0.7621, grad_norm: 6.4483 2021-06-20 10:37:08,417 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 21:30:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9266, loss_cls: 0.8027, loss: 0.8027, grad_norm: 6.6388 2021-06-20 10:37:19,502 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 21:30:22, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9359, loss_cls: 0.8335, loss: 0.8335, grad_norm: 6.7003 2021-06-20 10:37:30,647 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 21:30:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9305, loss_cls: 0.7411, loss: 0.7411, grad_norm: 6.1629 2021-06-20 10:37:41,790 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 21:29:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7928, loss: 0.7928, grad_norm: 6.4423 2021-06-20 10:37:52,932 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 21:29:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9430, loss_cls: 0.7511, loss: 0.7511, grad_norm: 6.4074 2021-06-20 10:38:04,048 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 21:29:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8071, loss: 0.8071, grad_norm: 6.6088 2021-06-20 10:38:15,204 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 21:29:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7542, loss: 0.7542, grad_norm: 6.1607 2021-06-20 10:38:26,336 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 21:29:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9406, loss_cls: 0.7672, loss: 0.7672, grad_norm: 6.7726 2021-06-20 10:38:37,492 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 21:29:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9383, loss_cls: 0.7681, loss: 0.7681, grad_norm: 6.2956 2021-06-20 10:38:48,639 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 21:28:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7350, loss: 0.7350, grad_norm: 6.2054 2021-06-20 10:38:59,781 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 21:28:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9320, loss_cls: 0.7867, loss: 0.7867, grad_norm: 6.4803 2021-06-20 10:39:10,921 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 21:28:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7741, loss: 0.7741, grad_norm: 6.4484 2021-06-20 10:39:22,063 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 21:28:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9430, loss_cls: 0.7276, loss: 0.7276, grad_norm: 6.3440 2021-06-20 10:39:33,229 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 21:28:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9398, loss_cls: 0.7344, loss: 0.7344, grad_norm: 6.1382 2021-06-20 10:39:44,356 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 21:27:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8151, loss: 0.8151, grad_norm: 6.6487 2021-06-20 10:39:55,502 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 21:27:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9219, loss_cls: 0.7990, loss: 0.7990, grad_norm: 6.2547 2021-06-20 10:40:06,677 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 21:27:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9328, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.4145 2021-06-20 10:40:17,839 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 21:27:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9328, loss_cls: 0.7779, loss: 0.7779, grad_norm: 6.6282 2021-06-20 10:40:28,977 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 21:27:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9258, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.5282 2021-06-20 10:40:40,090 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 21:26:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9492, loss_cls: 0.7326, loss: 0.7326, grad_norm: 6.2656 2021-06-20 10:40:51,227 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 21:26:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9328, loss_cls: 0.7712, loss: 0.7712, grad_norm: 6.5962 2021-06-20 10:41:02,381 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 21:26:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.7791, loss: 0.7791, grad_norm: 6.4615 2021-06-20 10:41:13,521 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 21:26:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7586, loss: 0.7586, grad_norm: 6.1780 2021-06-20 10:41:24,647 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 21:26:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9281, loss_cls: 0.7867, loss: 0.7867, grad_norm: 6.5066 2021-06-20 10:41:35,789 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 21:25:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.5212 2021-06-20 10:41:46,932 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 21:25:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.5737 2021-06-20 10:41:58,080 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 21:25:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9281, loss_cls: 0.7779, loss: 0.7779, grad_norm: 6.1556 2021-06-20 10:42:09,211 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 21:25:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9445, loss_cls: 0.7266, loss: 0.7266, grad_norm: 6.3759 2021-06-20 10:42:20,359 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 21:25:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7548, loss: 0.7548, grad_norm: 6.4288 2021-06-20 10:42:31,486 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 21:24:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7573, loss: 0.7573, grad_norm: 6.3254 2021-06-20 10:42:42,616 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 21:24:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8485, loss: 0.8485, grad_norm: 6.5801 2021-06-20 10:42:53,753 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 21:24:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9492, loss_cls: 0.7423, loss: 0.7423, grad_norm: 6.3000 2021-06-20 10:43:04,901 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 21:24:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7380, loss: 0.7380, grad_norm: 6.2539 2021-06-20 10:43:16,051 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 21:24:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7961, loss: 0.7961, grad_norm: 6.7212 2021-06-20 10:43:27,191 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 21:23:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.8207, loss: 0.8207, grad_norm: 6.5139 2021-06-20 10:43:38,343 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 21:23:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.8010, loss: 0.8010, grad_norm: 6.5142 2021-06-20 10:43:49,489 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 21:23:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8409, loss: 0.8409, grad_norm: 6.5806 2021-06-20 10:44:00,661 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 21:23:19, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9359, loss_cls: 0.7629, loss: 0.7629, grad_norm: 6.2725 2021-06-20 10:44:11,816 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 21:23:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.4764 2021-06-20 10:44:22,942 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 21:22:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7317, loss: 0.7317, grad_norm: 6.3104 2021-06-20 10:44:34,079 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 21:22:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9383, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.5344 2021-06-20 10:44:45,212 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 21:22:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9344, loss_cls: 0.7303, loss: 0.7303, grad_norm: 6.2176 2021-06-20 10:44:56,384 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 21:22:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.7308, loss: 0.7308, grad_norm: 6.1569 2021-06-20 10:45:07,516 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 21:22:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9297, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.0618 2021-06-20 10:45:18,656 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 21:21:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.8320, loss: 0.8320, grad_norm: 6.6940 2021-06-20 10:45:29,793 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 21:21:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9383, loss_cls: 0.7881, loss: 0.7881, grad_norm: 6.6127 2021-06-20 10:45:40,948 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 21:21:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9461, loss_cls: 0.6899, loss: 0.6899, grad_norm: 6.0947 2021-06-20 10:45:52,112 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 21:21:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9492, loss_cls: 0.7682, loss: 0.7682, grad_norm: 6.4984 2021-06-20 10:46:03,258 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 21:21:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.8090, loss: 0.8090, grad_norm: 6.4455 2021-06-20 10:46:14,389 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 21:20:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8413, loss: 0.8413, grad_norm: 6.6025 2021-06-20 10:46:25,520 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 21:20:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.7604, loss: 0.7604, grad_norm: 6.2818 2021-06-20 10:46:36,665 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 21:20:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8504, loss: 0.8504, grad_norm: 6.4943 2021-06-20 10:46:47,809 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 21:20:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7707, loss: 0.7707, grad_norm: 6.2667 2021-06-20 10:46:58,939 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 21:20:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.8006, loss: 0.8006, grad_norm: 6.6728 2021-06-20 10:47:10,099 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 21:19:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8357, loss: 0.8357, grad_norm: 6.6064 2021-06-20 10:47:21,232 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 21:19:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9406, loss_cls: 0.7835, loss: 0.7835, grad_norm: 6.6009 2021-06-20 10:47:32,388 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 21:19:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9180, loss_cls: 0.8528, loss: 0.8528, grad_norm: 6.5508 2021-06-20 10:47:43,529 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 21:19:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9234, loss_cls: 0.8429, loss: 0.8429, grad_norm: 6.6720 2021-06-20 10:47:54,683 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 21:19:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8119, loss: 0.8119, grad_norm: 6.4631 2021-06-20 10:48:05,809 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 21:19:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9320, loss_cls: 0.7806, loss: 0.7806, grad_norm: 6.3497 2021-06-20 10:48:16,958 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 21:18:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9328, loss_cls: 0.8247, loss: 0.8247, grad_norm: 6.5665 2021-06-20 10:48:28,089 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 21:18:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.8127, loss: 0.8127, grad_norm: 6.7370 2021-06-20 10:48:39,254 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 21:18:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9445, loss_cls: 0.7219, loss: 0.7219, grad_norm: 6.2617 2021-06-20 10:48:50,399 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 21:18:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9352, loss_cls: 0.8047, loss: 0.8047, grad_norm: 6.4381 2021-06-20 10:49:01,512 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 21:18:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9313, loss_cls: 0.7956, loss: 0.7956, grad_norm: 6.3272 2021-06-20 10:49:12,636 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 21:17:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8240, loss: 0.8240, grad_norm: 6.4490 2021-06-20 10:49:23,798 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 21:17:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9313, loss_cls: 0.7935, loss: 0.7935, grad_norm: 6.4009 2021-06-20 10:49:34,946 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 21:17:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9398, loss_cls: 0.7685, loss: 0.7685, grad_norm: 6.5767 2021-06-20 10:49:46,097 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 21:17:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9406, loss_cls: 0.7762, loss: 0.7762, grad_norm: 6.5352 2021-06-20 10:49:57,219 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 21:17:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9484, loss_cls: 0.7373, loss: 0.7373, grad_norm: 6.2365 2021-06-20 10:50:08,374 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 21:16:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8474, loss: 0.8474, grad_norm: 6.7376 2021-06-20 10:50:19,497 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 21:16:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7378, loss: 0.7378, grad_norm: 6.2578 2021-06-20 10:50:30,635 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 21:16:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9211, loss_cls: 0.8426, loss: 0.8426, grad_norm: 6.5165 2021-06-20 10:50:41,789 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 21:16:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9391, loss_cls: 0.7820, loss: 0.7820, grad_norm: 6.4351 2021-06-20 10:50:52,932 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 21:16:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.7863, loss: 0.7863, grad_norm: 6.4515 2021-06-20 10:51:04,098 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 21:15:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9344, loss_cls: 0.7669, loss: 0.7669, grad_norm: 6.2564 2021-06-20 10:51:15,238 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 21:15:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9250, loss_cls: 0.8029, loss: 0.8029, grad_norm: 6.6583 2021-06-20 10:51:26,386 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 21:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9227, loss_cls: 0.8646, loss: 0.8646, grad_norm: 6.6421 2021-06-20 10:51:37,525 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 21:15:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9367, loss_cls: 0.7924, loss: 0.7924, grad_norm: 6.5057 2021-06-20 10:51:48,660 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 21:15:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7526, loss: 0.7526, grad_norm: 6.4936 2021-06-20 10:51:59,809 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 21:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9289, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.3010 2021-06-20 10:52:10,951 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 21:14:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.2940 2021-06-20 10:52:22,093 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 21:14:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8293, loss: 0.8293, grad_norm: 6.4391 2021-06-20 10:52:33,254 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 21:14:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9336, loss_cls: 0.8070, loss: 0.8070, grad_norm: 6.8236 2021-06-20 10:52:44,392 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 21:14:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8163, loss: 0.8163, grad_norm: 6.4609 2021-06-20 10:52:55,529 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 21:13:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.7645, loss: 0.7645, grad_norm: 6.3082 2021-06-20 10:53:06,678 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 21:13:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9422, loss_cls: 0.7575, loss: 0.7575, grad_norm: 6.5254 2021-06-20 10:53:17,795 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 21:13:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9219, loss_cls: 0.8299, loss: 0.8299, grad_norm: 6.6349 2021-06-20 10:53:28,931 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 21:13:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9258, loss_cls: 0.8610, loss: 0.8610, grad_norm: 6.6817 2021-06-20 10:53:40,086 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 21:13:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8514, loss: 0.8514, grad_norm: 6.7848 2021-06-20 10:53:51,229 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 21:12:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9383, loss_cls: 0.8584, loss: 0.8584, grad_norm: 6.7038 2021-06-20 10:54:02,396 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 21:12:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7751, loss: 0.7751, grad_norm: 6.5727 2021-06-20 10:54:13,530 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 21:12:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8055, loss: 0.8055, grad_norm: 6.5772 2021-06-20 10:54:24,649 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 21:12:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8322, loss: 0.8322, grad_norm: 6.5787 2021-06-20 10:54:35,799 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 21:12:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.7366, loss: 0.7366, grad_norm: 6.2818 2021-06-20 10:54:46,955 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 21:11:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7274, loss: 0.7274, grad_norm: 6.2124 2021-06-20 10:54:58,110 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 21:11:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.7724, loss: 0.7724, grad_norm: 6.4377 2021-06-20 10:55:09,263 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 21:11:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9250, loss_cls: 0.7957, loss: 0.7957, grad_norm: 6.3968 2021-06-20 10:55:20,382 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 21:11:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7736, loss: 0.7736, grad_norm: 6.5333 2021-06-20 10:55:31,528 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 21:11:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7252, loss: 0.7252, grad_norm: 6.2468 2021-06-20 10:55:42,682 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 21:10:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8805, loss: 0.8805, grad_norm: 7.0219 2021-06-20 10:55:53,837 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 21:10:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9289, loss_cls: 0.7972, loss: 0.7972, grad_norm: 6.5163 2021-06-20 10:56:04,996 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 21:10:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7754, loss: 0.7754, grad_norm: 6.3650 2021-06-20 10:56:16,133 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 21:10:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.5730 2021-06-20 10:56:27,276 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 21:10:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9219, loss_cls: 0.8690, loss: 0.8690, grad_norm: 6.6338 2021-06-20 10:56:38,422 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 21:09:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.7992, loss: 0.7992, grad_norm: 6.3631 2021-06-20 10:56:49,573 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 21:09:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8573, loss: 0.8573, grad_norm: 6.6702 2021-06-20 10:57:00,727 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 21:09:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9258, loss_cls: 0.8342, loss: 0.8342, grad_norm: 6.7586 2021-06-20 10:57:11,907 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 21:09:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9234, loss_cls: 0.8441, loss: 0.8441, grad_norm: 6.6061 2021-06-20 10:57:23,056 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 21:09:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7758, loss: 0.7758, grad_norm: 6.5091 2021-06-20 10:57:34,213 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 21:09:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8094, loss: 0.8094, grad_norm: 6.5038 2021-06-20 10:57:45,376 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 21:08:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7761, loss: 0.7761, grad_norm: 6.3668 2021-06-20 10:57:56,521 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 21:08:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8924, loss: 0.8924, grad_norm: 6.6792 2021-06-20 10:58:07,657 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 21:08:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9375, loss_cls: 0.8206, loss: 0.8206, grad_norm: 6.4731 2021-06-20 10:58:18,785 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 21:08:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7971, loss: 0.7971, grad_norm: 6.4287 2021-06-20 10:58:29,915 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 21:08:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8515, loss: 0.8515, grad_norm: 6.9271 2021-06-20 10:58:41,074 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 21:07:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9391, loss_cls: 0.7296, loss: 0.7296, grad_norm: 6.1179 2021-06-20 10:58:52,217 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 21:07:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9313, loss_cls: 0.7798, loss: 0.7798, grad_norm: 6.3290 2021-06-20 10:59:03,349 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 21:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9344, loss_cls: 0.7675, loss: 0.7675, grad_norm: 6.3548 2021-06-20 10:59:14,494 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 21:07:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7643, loss: 0.7643, grad_norm: 6.4304 2021-06-20 10:59:25,653 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 21:07:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9477, loss_cls: 0.7073, loss: 0.7073, grad_norm: 6.1665 2021-06-20 10:59:36,825 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 21:06:52, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7523, loss: 0.7523, grad_norm: 6.1955 2021-06-20 10:59:47,959 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 21:06:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7909, loss: 0.7909, grad_norm: 6.3443 2021-06-20 10:59:59,080 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 21:06:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9273, loss_cls: 0.7844, loss: 0.7844, grad_norm: 6.2530 2021-06-20 11:00:10,217 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 21:06:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9422, loss_cls: 0.7434, loss: 0.7434, grad_norm: 6.4510 2021-06-20 11:00:21,317 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 21:06:05, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9328, loss_cls: 0.8179, loss: 0.8179, grad_norm: 6.6870 2021-06-20 11:00:32,459 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 21:05:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9469, loss_cls: 0.7866, loss: 0.7866, grad_norm: 6.6612 2021-06-20 11:00:43,613 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 21:05:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7756, loss: 0.7756, grad_norm: 6.4554 2021-06-20 11:00:54,753 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 21:05:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9461, loss_cls: 0.7771, loss: 0.7771, grad_norm: 6.7957 2021-06-20 11:01:05,895 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 21:05:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9352, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.4811 2021-06-20 11:01:17,045 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 21:05:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9336, loss_cls: 0.7686, loss: 0.7686, grad_norm: 6.4583 2021-06-20 11:01:28,173 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 21:04:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9367, loss_cls: 0.7903, loss: 0.7903, grad_norm: 6.6759 2021-06-20 11:01:39,333 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 21:04:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9344, loss_cls: 0.8036, loss: 0.8036, grad_norm: 6.5077 2021-06-20 11:01:50,473 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 21:04:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8341, loss: 0.8341, grad_norm: 6.6720 2021-06-20 11:02:01,611 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 21:04:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9391, loss_cls: 0.7903, loss: 0.7903, grad_norm: 6.4933 2021-06-20 11:02:12,754 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 21:04:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.8016, loss: 0.8016, grad_norm: 6.6388 2021-06-20 11:02:27,799 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-06-20 11:04:14,444 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 21:04:31, time: 5.294, data_time: 4.635, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8076, loss: 0.8076, grad_norm: 6.3830 2021-06-20 11:04:25,551 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 21:04:19, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7428, loss: 0.7428, grad_norm: 6.3241 2021-06-20 11:04:36,637 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 21:04:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9430, loss_cls: 0.7438, loss: 0.7438, grad_norm: 6.5888 2021-06-20 11:04:47,769 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 21:03:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9352, loss_cls: 0.7677, loss: 0.7677, grad_norm: 6.2604 2021-06-20 11:04:58,891 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 21:03:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9211, loss_cls: 0.8470, loss: 0.8470, grad_norm: 6.4798 2021-06-20 11:05:10,090 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 21:03:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.6971, loss: 0.6971, grad_norm: 6.2870 2021-06-20 11:05:21,207 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 21:03:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9375, loss_cls: 0.7619, loss: 0.7619, grad_norm: 6.2169 2021-06-20 11:05:32,337 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 21:03:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7605, loss: 0.7605, grad_norm: 6.3100 2021-06-20 11:05:43,462 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 21:02:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7908, loss: 0.7908, grad_norm: 6.5106 2021-06-20 11:05:54,608 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 21:02:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9398, loss_cls: 0.7260, loss: 0.7260, grad_norm: 6.2904 2021-06-20 11:06:05,763 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 21:02:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9461, loss_cls: 0.7233, loss: 0.7233, grad_norm: 6.3108 2021-06-20 11:06:16,889 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 21:02:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9336, loss_cls: 0.7417, loss: 0.7417, grad_norm: 6.0058 2021-06-20 11:06:28,018 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 21:02:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9484, loss_cls: 0.7195, loss: 0.7195, grad_norm: 6.3765 2021-06-20 11:06:39,164 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 21:01:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9375, loss_cls: 0.8080, loss: 0.8080, grad_norm: 6.4521 2021-06-20 11:06:50,317 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 21:01:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9289, loss_cls: 0.8348, loss: 0.8348, grad_norm: 6.5102 2021-06-20 11:07:01,456 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 21:01:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7470, loss: 0.7470, grad_norm: 6.4345 2021-06-20 11:07:12,603 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 21:01:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9328, loss_cls: 0.7524, loss: 0.7524, grad_norm: 5.9947 2021-06-20 11:07:23,745 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 21:01:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8130, loss: 0.8130, grad_norm: 6.4680 2021-06-20 11:07:34,891 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 21:01:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.7930, loss: 0.7930, grad_norm: 6.6950 2021-06-20 11:07:46,059 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 21:00:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.8188, loss: 0.8188, grad_norm: 6.5154 2021-06-20 11:07:57,208 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 21:00:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.8547, loss: 0.8547, grad_norm: 6.6337 2021-06-20 11:08:08,363 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 21:00:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9492, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.5581 2021-06-20 11:08:19,499 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 21:00:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.7872, loss: 0.7872, grad_norm: 6.4060 2021-06-20 11:08:30,657 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 21:00:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.7916, loss: 0.7916, grad_norm: 6.5798 2021-06-20 11:08:41,810 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 20:59:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.7991, loss: 0.7991, grad_norm: 6.6746 2021-06-20 11:08:52,952 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 20:59:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9422, loss_cls: 0.7207, loss: 0.7207, grad_norm: 6.2428 2021-06-20 11:09:04,114 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 20:59:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7595, loss: 0.7595, grad_norm: 6.5509 2021-06-20 11:09:15,251 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 20:59:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.7891, loss: 0.7891, grad_norm: 6.4887 2021-06-20 11:09:26,389 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 20:59:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9367, loss_cls: 0.7823, loss: 0.7823, grad_norm: 6.2257 2021-06-20 11:09:37,547 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 20:58:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7429, loss: 0.7429, grad_norm: 6.3453 2021-06-20 11:09:48,677 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 20:58:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.7724, loss: 0.7724, grad_norm: 6.5549 2021-06-20 11:09:59,772 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 20:58:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7820, loss: 0.7820, grad_norm: 6.4686 2021-06-20 11:10:10,899 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 20:58:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7596, loss: 0.7596, grad_norm: 6.3044 2021-06-20 11:10:22,039 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 20:58:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7697, loss: 0.7697, grad_norm: 6.2532 2021-06-20 11:10:33,187 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 20:57:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9297, loss_cls: 0.7862, loss: 0.7862, grad_norm: 6.4852 2021-06-20 11:10:44,362 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 20:57:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.5607 2021-06-20 11:10:55,449 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 20:57:28, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9469, loss_cls: 0.7685, loss: 0.7685, grad_norm: 6.6331 2021-06-20 11:11:06,601 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 20:57:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9375, loss_cls: 0.7879, loss: 0.7879, grad_norm: 6.5104 2021-06-20 11:11:17,751 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 20:57:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8244, loss: 0.8244, grad_norm: 6.7027 2021-06-20 11:11:28,902 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 20:56:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9406, loss_cls: 0.7654, loss: 0.7654, grad_norm: 6.5165 2021-06-20 11:11:40,023 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 20:56:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9258, loss_cls: 0.7753, loss: 0.7753, grad_norm: 6.4183 2021-06-20 11:11:51,182 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 20:56:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9219, loss_cls: 0.7830, loss: 0.7830, grad_norm: 6.4793 2021-06-20 11:12:02,317 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 20:56:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8207, loss: 0.8207, grad_norm: 6.7284 2021-06-20 11:12:13,465 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 20:56:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9352, loss_cls: 0.8027, loss: 0.8027, grad_norm: 6.3655 2021-06-20 11:12:24,604 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 20:55:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8250, loss: 0.8250, grad_norm: 6.7108 2021-06-20 11:12:35,737 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 20:55:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9523, loss_cls: 0.7370, loss: 0.7370, grad_norm: 6.4177 2021-06-20 11:12:46,866 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 20:55:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7886, loss: 0.7886, grad_norm: 6.2555 2021-06-20 11:12:58,010 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 20:55:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7277, loss: 0.7277, grad_norm: 6.2589 2021-06-20 11:13:09,185 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 20:55:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9242, loss_cls: 0.8319, loss: 0.8319, grad_norm: 6.4634 2021-06-20 11:13:20,300 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 20:54:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.6902, loss: 0.6902, grad_norm: 6.1778 2021-06-20 11:13:31,454 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 20:54:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9367, loss_cls: 0.7834, loss: 0.7834, grad_norm: 6.2591 2021-06-20 11:13:42,604 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 20:54:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.8003, loss: 0.8003, grad_norm: 6.5522 2021-06-20 11:13:53,744 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 20:54:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.8642, loss: 0.8642, grad_norm: 6.7019 2021-06-20 11:14:04,879 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 20:54:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7868, loss: 0.7868, grad_norm: 6.5743 2021-06-20 11:14:16,033 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 20:53:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9273, loss_cls: 0.7757, loss: 0.7757, grad_norm: 6.6731 2021-06-20 11:14:27,169 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 20:53:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9320, loss_cls: 0.8531, loss: 0.8531, grad_norm: 6.8853 2021-06-20 11:14:38,316 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 20:53:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7866, loss: 0.7866, grad_norm: 6.5742 2021-06-20 11:14:49,453 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 20:53:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9477, loss_cls: 0.7306, loss: 0.7306, grad_norm: 6.3816 2021-06-20 11:15:00,609 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 20:53:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9258, loss_cls: 0.8136, loss: 0.8136, grad_norm: 6.6714 2021-06-20 11:15:11,757 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 20:52:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9461, loss_cls: 0.7689, loss: 0.7689, grad_norm: 6.5912 2021-06-20 11:15:22,896 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 20:52:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9375, loss_cls: 0.7698, loss: 0.7698, grad_norm: 6.5415 2021-06-20 11:15:34,026 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 20:52:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9406, loss_cls: 0.7545, loss: 0.7545, grad_norm: 6.4654 2021-06-20 11:15:45,160 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 20:52:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9422, loss_cls: 0.8029, loss: 0.8029, grad_norm: 6.6620 2021-06-20 11:15:56,336 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 20:52:11, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7544, loss: 0.7544, grad_norm: 6.5372 2021-06-20 11:16:07,478 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 20:51:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7623, loss: 0.7623, grad_norm: 6.3327 2021-06-20 11:16:18,637 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 20:51:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7589, loss: 0.7589, grad_norm: 6.4218 2021-06-20 11:16:29,760 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 20:51:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8237, loss: 0.8237, grad_norm: 6.4694 2021-06-20 11:16:40,892 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 20:51:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.7939, loss: 0.7939, grad_norm: 6.4573 2021-06-20 11:16:52,037 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 20:51:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9328, loss_cls: 0.7602, loss: 0.7602, grad_norm: 6.3530 2021-06-20 11:17:03,178 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 20:51:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9383, loss_cls: 0.7787, loss: 0.7787, grad_norm: 6.5819 2021-06-20 11:17:14,318 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 20:50:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9297, loss_cls: 0.7981, loss: 0.7981, grad_norm: 6.4390 2021-06-20 11:17:25,438 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 20:50:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.7128, loss: 0.7128, grad_norm: 6.2660 2021-06-20 11:17:36,576 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 20:50:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.5804 2021-06-20 11:17:47,741 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 20:50:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7977, loss: 0.7977, grad_norm: 6.5691 2021-06-20 11:17:58,893 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 20:50:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9328, loss_cls: 0.7999, loss: 0.7999, grad_norm: 6.6739 2021-06-20 11:18:10,040 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 20:49:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9398, loss_cls: 0.7692, loss: 0.7692, grad_norm: 6.4227 2021-06-20 11:18:21,176 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 20:49:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9336, loss_cls: 0.7949, loss: 0.7949, grad_norm: 6.3714 2021-06-20 11:18:32,316 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 20:49:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7846, loss: 0.7846, grad_norm: 6.5364 2021-06-20 11:18:43,459 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 20:49:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.7726, loss: 0.7726, grad_norm: 6.5200 2021-06-20 11:18:54,605 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 20:49:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8310, loss: 0.8310, grad_norm: 6.6662 2021-06-20 11:19:05,751 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 20:48:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7998, loss: 0.7998, grad_norm: 6.8639 2021-06-20 11:19:16,897 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 20:48:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.7786, loss: 0.7786, grad_norm: 6.4680 2021-06-20 11:19:28,041 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 20:48:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7586, loss: 0.7586, grad_norm: 6.4595 2021-06-20 11:19:39,191 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 20:48:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.7860, loss: 0.7860, grad_norm: 6.3601 2021-06-20 11:19:50,338 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 20:48:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9352, loss_cls: 0.7662, loss: 0.7662, grad_norm: 6.5045 2021-06-20 11:20:01,533 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 20:47:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7268, loss: 0.7268, grad_norm: 6.2930 2021-06-20 11:20:12,706 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 20:47:41, time: 0.560, data_time: 0.006, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.7853, loss: 0.7853, grad_norm: 6.5472 2021-06-20 11:20:23,829 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 20:47:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.2352 2021-06-20 11:20:34,960 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 20:47:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9250, loss_cls: 0.8169, loss: 0.8169, grad_norm: 6.6265 2021-06-20 11:20:46,104 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 20:47:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9305, loss_cls: 0.7735, loss: 0.7735, grad_norm: 6.6002 2021-06-20 11:20:57,243 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 20:46:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9336, loss_cls: 0.7868, loss: 0.7868, grad_norm: 6.5907 2021-06-20 11:21:08,381 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 20:46:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9391, loss_cls: 0.7590, loss: 0.7590, grad_norm: 6.4156 2021-06-20 11:21:19,525 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 20:46:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9375, loss_cls: 0.7831, loss: 0.7831, grad_norm: 6.6563 2021-06-20 11:21:30,674 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 20:46:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9391, loss_cls: 0.7583, loss: 0.7583, grad_norm: 6.4567 2021-06-20 11:21:41,772 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 20:46:07, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7796, loss: 0.7796, grad_norm: 6.6145 2021-06-20 11:21:52,911 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 20:45:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9352, loss_cls: 0.7661, loss: 0.7661, grad_norm: 6.3745 2021-06-20 11:22:04,054 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 20:45:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7770, loss: 0.7770, grad_norm: 6.5415 2021-06-20 11:22:15,190 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 20:45:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9445, loss_cls: 0.7717, loss: 0.7717, grad_norm: 6.8099 2021-06-20 11:22:26,323 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 20:45:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9289, loss_cls: 0.8323, loss: 0.8323, grad_norm: 6.6295 2021-06-20 11:22:37,498 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 20:45:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.7789, loss: 0.7789, grad_norm: 6.5460 2021-06-20 11:22:48,633 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 20:44:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9305, loss_cls: 0.7738, loss: 0.7738, grad_norm: 6.2937 2021-06-20 11:22:59,788 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 20:44:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9477, loss_cls: 0.7414, loss: 0.7414, grad_norm: 6.5126 2021-06-20 11:23:10,932 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 20:44:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9367, loss_cls: 0.7801, loss: 0.7801, grad_norm: 6.5393 2021-06-20 11:23:22,088 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 20:44:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.8027, loss: 0.8027, grad_norm: 6.7982 2021-06-20 11:23:33,224 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 20:44:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.7840, loss: 0.7840, grad_norm: 6.6630 2021-06-20 11:23:44,371 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 20:43:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9336, loss_cls: 0.7841, loss: 0.7841, grad_norm: 6.3492 2021-06-20 11:23:55,518 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 20:43:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9414, loss_cls: 0.7528, loss: 0.7528, grad_norm: 6.2872 2021-06-20 11:24:06,665 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 20:43:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7683, loss: 0.7683, grad_norm: 6.4374 2021-06-20 11:24:17,821 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 20:43:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.8986 2021-06-20 11:24:28,994 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 20:43:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8188, loss: 0.8188, grad_norm: 6.4873 2021-06-20 11:24:40,094 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 20:42:59, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9406, loss_cls: 0.7199, loss: 0.7199, grad_norm: 6.5561 2021-06-20 11:24:51,237 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 20:42:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.5990 2021-06-20 11:25:02,370 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 20:42:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9172, loss_cls: 0.8078, loss: 0.8078, grad_norm: 6.3523 2021-06-20 11:25:13,519 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 20:42:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8048, loss: 0.8048, grad_norm: 6.5890 2021-06-20 11:25:24,659 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 20:42:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.8531, loss: 0.8531, grad_norm: 6.7387 2021-06-20 11:25:35,797 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 20:42:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9422, loss_cls: 0.7273, loss: 0.7273, grad_norm: 6.2717 2021-06-20 11:25:46,942 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 20:41:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.8067, loss: 0.8067, grad_norm: 6.5058 2021-06-20 11:25:58,087 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 20:41:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9391, loss_cls: 0.7510, loss: 0.7510, grad_norm: 6.3405 2021-06-20 11:26:09,271 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 20:41:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8236, loss: 0.8236, grad_norm: 6.7797 2021-06-20 11:26:20,368 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 20:41:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9422, loss_cls: 0.7395, loss: 0.7395, grad_norm: 6.4795 2021-06-20 11:26:31,516 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 20:41:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9398, loss_cls: 0.7516, loss: 0.7516, grad_norm: 6.2829 2021-06-20 11:26:42,658 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 20:40:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9375, loss_cls: 0.7747, loss: 0.7747, grad_norm: 6.4938 2021-06-20 11:26:53,787 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 20:40:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7895, loss: 0.7895, grad_norm: 6.2943 2021-06-20 11:27:04,927 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 20:40:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.7631, loss: 0.7631, grad_norm: 6.4627 2021-06-20 11:27:16,078 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 20:40:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9281, loss_cls: 0.8051, loss: 0.8051, grad_norm: 6.4353 2021-06-20 11:27:27,215 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 20:40:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9398, loss_cls: 0.7344, loss: 0.7344, grad_norm: 6.3543 2021-06-20 11:27:38,369 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 20:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.7890, loss: 0.7890, grad_norm: 6.5070 2021-06-20 11:27:49,517 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 20:39:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8247, loss: 0.8247, grad_norm: 6.6984 2021-06-20 11:28:00,667 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 20:39:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9383, loss_cls: 0.7876, loss: 0.7876, grad_norm: 6.4957 2021-06-20 11:28:11,820 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 20:39:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.8269, loss: 0.8269, grad_norm: 6.6580 2021-06-20 11:28:22,949 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 20:39:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9352, loss_cls: 0.7936, loss: 0.7936, grad_norm: 6.4737 2021-06-20 11:28:34,091 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 20:38:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9391, loss_cls: 0.7428, loss: 0.7428, grad_norm: 6.2809 2021-06-20 11:28:45,251 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 20:38:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9398, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.9073 2021-06-20 11:28:56,382 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 20:38:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7602, loss: 0.7602, grad_norm: 6.4886 2021-06-20 11:29:07,523 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 20:38:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9336, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.7414 2021-06-20 11:29:18,659 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 20:38:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9359, loss_cls: 0.7834, loss: 0.7834, grad_norm: 6.6985 2021-06-20 11:29:29,807 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 20:37:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.7944, loss: 0.7944, grad_norm: 6.5102 2021-06-20 11:29:40,950 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 20:37:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7690, loss: 0.7690, grad_norm: 6.5083 2021-06-20 11:29:52,098 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 20:37:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9227, loss_cls: 0.8390, loss: 0.8390, grad_norm: 6.7003 2021-06-20 11:30:03,263 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 20:37:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9273, loss_cls: 0.8294, loss: 0.8294, grad_norm: 6.7116 2021-06-20 11:30:14,404 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 20:37:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8459, loss: 0.8459, grad_norm: 6.9584 2021-06-20 11:30:25,543 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 20:36:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9250, loss_cls: 0.8195, loss: 0.8195, grad_norm: 6.8039 2021-06-20 11:30:36,683 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 20:36:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.4933 2021-06-20 11:30:47,827 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 20:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.7989, loss: 0.7989, grad_norm: 6.7367 2021-06-20 11:30:58,951 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 20:36:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8132, loss: 0.8132, grad_norm: 6.8380 2021-06-20 11:31:10,088 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 20:36:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8284, loss: 0.8284, grad_norm: 6.8569 2021-06-20 11:31:21,238 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 20:35:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9398, loss_cls: 0.7999, loss: 0.7999, grad_norm: 6.4929 2021-06-20 11:31:32,358 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 20:35:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9437, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.8063 2021-06-20 11:31:43,515 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 20:35:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9320, loss_cls: 0.7927, loss: 0.7927, grad_norm: 6.3634 2021-06-20 11:31:54,655 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 20:35:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.6111 2021-06-20 11:32:05,796 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 20:35:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.7715, loss: 0.7715, grad_norm: 6.4741 2021-06-20 11:32:16,938 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 20:34:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.7805, loss: 0.7805, grad_norm: 6.5193 2021-06-20 11:32:28,086 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 20:34:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9352, loss_cls: 0.7371, loss: 0.7371, grad_norm: 6.2100 2021-06-20 11:32:39,257 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 20:34:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7614, loss: 0.7614, grad_norm: 6.3113 2021-06-20 11:32:50,398 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 20:34:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8596, loss: 0.8596, grad_norm: 6.6143 2021-06-20 11:33:01,516 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 20:34:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9172, loss_cls: 0.8476, loss: 0.8476, grad_norm: 6.8006 2021-06-20 11:33:12,686 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 20:33:58, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.7774, loss: 0.7774, grad_norm: 6.4758 2021-06-20 11:33:23,817 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 20:33:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8410, loss: 0.8410, grad_norm: 6.6847 2021-06-20 11:33:34,967 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 20:33:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9461, loss_cls: 0.7303, loss: 0.7303, grad_norm: 6.2865 2021-06-20 11:33:46,098 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 20:33:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.8218, loss: 0.8218, grad_norm: 6.7994 2021-06-20 11:33:57,227 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 20:33:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9430, loss_cls: 0.7731, loss: 0.7731, grad_norm: 6.4196 2021-06-20 11:34:08,402 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 20:33:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7420, loss: 0.7420, grad_norm: 6.2685 2021-06-20 11:34:19,526 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 20:32:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9344, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.5596 2021-06-20 11:34:30,683 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 20:32:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7702, loss: 0.7702, grad_norm: 6.5319 2021-06-20 11:34:41,832 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 20:32:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8148, loss: 0.8148, grad_norm: 6.6178 2021-06-20 11:34:52,969 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 20:32:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9469, loss_cls: 0.7504, loss: 0.7504, grad_norm: 6.5919 2021-06-20 11:35:04,109 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 20:32:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8367, loss: 0.8367, grad_norm: 6.9173 2021-06-20 11:35:15,254 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 20:31:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.7484, loss: 0.7484, grad_norm: 6.3747 2021-06-20 11:35:26,402 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 20:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8102, loss: 0.8102, grad_norm: 6.7383 2021-06-20 11:35:37,550 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 20:31:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.8708, loss: 0.8708, grad_norm: 6.7326 2021-06-20 11:35:48,681 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 20:31:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7617, loss: 0.7617, grad_norm: 6.3197 2021-06-20 11:35:59,815 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 20:31:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7524, loss: 0.7524, grad_norm: 6.5341 2021-06-20 11:36:10,976 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 20:30:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9328, loss_cls: 0.7812, loss: 0.7812, grad_norm: 6.6056 2021-06-20 11:36:22,119 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 20:30:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9352, loss_cls: 0.7093, loss: 0.7093, grad_norm: 6.2369 2021-06-20 11:36:33,271 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 20:30:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9320, loss_cls: 0.7935, loss: 0.7935, grad_norm: 6.4431 2021-06-20 11:36:44,402 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 20:30:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9422, loss_cls: 0.7610, loss: 0.7610, grad_norm: 6.5201 2021-06-20 11:36:55,552 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 20:30:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9313, loss_cls: 0.7764, loss: 0.7764, grad_norm: 6.6246 2021-06-20 11:37:06,703 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 20:29:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9320, loss_cls: 0.8053, loss: 0.8053, grad_norm: 6.6391 2021-06-20 11:37:17,847 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 20:29:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9203, loss_cls: 0.8373, loss: 0.8373, grad_norm: 6.4562 2021-06-20 11:37:28,986 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 20:29:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.8008, loss: 0.8008, grad_norm: 6.5300 2021-06-20 11:37:40,111 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 20:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9406, loss_cls: 0.7514, loss: 0.7514, grad_norm: 6.5334 2021-06-20 11:37:51,277 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 20:29:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9227, loss_cls: 0.7841, loss: 0.7841, grad_norm: 6.5225 2021-06-20 11:38:02,402 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 20:28:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9328, loss_cls: 0.7934, loss: 0.7934, grad_norm: 6.5464 2021-06-20 11:38:13,536 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 20:28:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9344, loss_cls: 0.7958, loss: 0.7958, grad_norm: 6.7231 2021-06-20 11:38:24,668 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 20:28:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9320, loss_cls: 0.8089, loss: 0.8089, grad_norm: 6.5412 2021-06-20 11:38:35,816 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 20:28:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8630, loss: 0.8630, grad_norm: 6.9259 2021-06-20 11:38:46,954 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 20:28:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9383, loss_cls: 0.7566, loss: 0.7566, grad_norm: 6.3714 2021-06-20 11:39:02,409 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-06-20 11:41:03,151 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 20:28:36, time: 6.015, data_time: 5.431, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7327, loss: 0.7327, grad_norm: 6.4117 2021-06-20 11:41:14,262 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 20:28:24, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.8249, loss: 0.8249, grad_norm: 6.6844 2021-06-20 11:41:25,365 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 20:28:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7479, loss: 0.7479, grad_norm: 6.2877 2021-06-20 11:41:36,496 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 20:28:01, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.8531, loss: 0.8531, grad_norm: 6.7942 2021-06-20 11:41:47,611 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 20:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.6276 2021-06-20 11:41:58,728 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 20:27:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8316, loss: 0.8316, grad_norm: 6.7021 2021-06-20 11:42:09,837 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 20:27:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9281, loss_cls: 0.7871, loss: 0.7871, grad_norm: 6.4493 2021-06-20 11:42:20,951 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 20:27:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7859, loss: 0.7859, grad_norm: 6.4915 2021-06-20 11:42:32,085 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 20:27:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7554, loss: 0.7554, grad_norm: 6.2806 2021-06-20 11:42:43,228 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 20:26:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7632, loss: 0.7632, grad_norm: 6.6090 2021-06-20 11:42:54,382 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 20:26:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9445, loss_cls: 0.7341, loss: 0.7341, grad_norm: 6.4387 2021-06-20 11:43:05,527 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 20:26:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9328, loss_cls: 0.7700, loss: 0.7700, grad_norm: 6.5308 2021-06-20 11:43:16,655 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 20:26:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.7944, loss: 0.7944, grad_norm: 6.5320 2021-06-20 11:43:27,796 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 20:26:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.7853, loss: 0.7853, grad_norm: 6.8092 2021-06-20 11:43:38,937 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 20:25:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8091, loss: 0.8091, grad_norm: 6.7683 2021-06-20 11:43:50,076 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 20:25:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9305, loss_cls: 0.7679, loss: 0.7679, grad_norm: 6.3618 2021-06-20 11:44:01,194 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 20:25:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9469, loss_cls: 0.7636, loss: 0.7636, grad_norm: 6.6825 2021-06-20 11:44:12,328 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 20:25:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9445, loss_cls: 0.7080, loss: 0.7080, grad_norm: 6.2472 2021-06-20 11:44:23,458 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 20:25:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7618, loss: 0.7618, grad_norm: 6.4147 2021-06-20 11:44:34,612 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 20:24:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9359, loss_cls: 0.7812, loss: 0.7812, grad_norm: 6.3105 2021-06-20 11:44:45,747 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 20:24:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9367, loss_cls: 0.7731, loss: 0.7731, grad_norm: 6.5010 2021-06-20 11:44:56,878 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 20:24:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.7742, loss: 0.7742, grad_norm: 6.6921 2021-06-20 11:45:08,393 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 20:24:17, time: 0.576, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9328, loss_cls: 0.7570, loss: 0.7570, grad_norm: 6.1854 2021-06-20 11:45:19,550 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 20:24:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7228, loss: 0.7228, grad_norm: 6.4050 2021-06-20 11:45:30,696 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 20:23:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.7848, loss: 0.7848, grad_norm: 6.6045 2021-06-20 11:45:41,838 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 20:23:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9422, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.4518 2021-06-20 11:45:52,971 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 20:23:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7552, loss: 0.7552, grad_norm: 6.5407 2021-06-20 11:46:04,104 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 20:23:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.7879, loss: 0.7879, grad_norm: 6.3184 2021-06-20 11:46:15,221 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 20:23:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9367, loss_cls: 0.7542, loss: 0.7542, grad_norm: 6.3453 2021-06-20 11:46:26,365 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 20:22:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9484, loss_cls: 0.7195, loss: 0.7195, grad_norm: 6.2034 2021-06-20 11:46:37,489 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 20:22:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9492, loss_cls: 0.7401, loss: 0.7401, grad_norm: 6.5140 2021-06-20 11:46:48,632 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 20:22:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9336, loss_cls: 0.8058, loss: 0.8058, grad_norm: 6.5422 2021-06-20 11:46:59,767 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 20:22:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7277, loss: 0.7277, grad_norm: 6.3215 2021-06-20 11:47:10,910 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 20:22:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.7224 2021-06-20 11:47:22,057 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 20:21:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.7898, loss: 0.7898, grad_norm: 6.7216 2021-06-20 11:47:33,184 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 20:21:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9477, loss_cls: 0.7170, loss: 0.7170, grad_norm: 6.4262 2021-06-20 11:47:44,324 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 20:21:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7515, loss: 0.7515, grad_norm: 6.3451 2021-06-20 11:47:55,465 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 20:21:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9320, loss_cls: 0.8272, loss: 0.8272, grad_norm: 6.7404 2021-06-20 11:48:06,605 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 20:21:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.7788 2021-06-20 11:48:17,746 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 20:20:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9266, loss_cls: 0.7802, loss: 0.7802, grad_norm: 6.4006 2021-06-20 11:48:28,884 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 20:20:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9578, loss_cls: 0.6716, loss: 0.6716, grad_norm: 6.2671 2021-06-20 11:48:40,004 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 20:20:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.7624, loss: 0.7624, grad_norm: 6.6098 2021-06-20 11:48:51,134 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 20:20:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9359, loss_cls: 0.7474, loss: 0.7474, grad_norm: 6.2690 2021-06-20 11:49:02,278 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 20:20:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.6065 2021-06-20 11:49:13,406 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 20:19:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7206, loss: 0.7206, grad_norm: 6.2447 2021-06-20 11:49:24,521 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 20:19:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9328, loss_cls: 0.7818, loss: 0.7818, grad_norm: 6.5755 2021-06-20 11:49:35,689 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 20:19:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.8331, loss: 0.8331, grad_norm: 6.8734 2021-06-20 11:49:46,836 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 20:19:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9266, loss_cls: 0.8525, loss: 0.8525, grad_norm: 6.8908 2021-06-20 11:49:57,976 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 20:19:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9430, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.2539 2021-06-20 11:50:09,139 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 20:19:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.5931 2021-06-20 11:50:20,274 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 20:18:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7165, loss: 0.7165, grad_norm: 6.6094 2021-06-20 11:50:31,426 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 20:18:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.6778 2021-06-20 11:50:42,553 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 20:18:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9250, loss_cls: 0.8250, loss: 0.8250, grad_norm: 6.6736 2021-06-20 11:50:53,700 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 20:18:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9273, loss_cls: 0.7715, loss: 0.7715, grad_norm: 6.4110 2021-06-20 11:51:04,836 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 20:18:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9375, loss_cls: 0.7622, loss: 0.7622, grad_norm: 6.5048 2021-06-20 11:51:15,968 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 20:17:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9414, loss_cls: 0.7879, loss: 0.7879, grad_norm: 6.5714 2021-06-20 11:51:27,111 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 20:17:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9437, loss_cls: 0.7744, loss: 0.7744, grad_norm: 6.5731 2021-06-20 11:51:38,259 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 20:17:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7724, loss: 0.7724, grad_norm: 6.4237 2021-06-20 11:51:49,421 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 20:17:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.8080, loss: 0.8080, grad_norm: 6.8022 2021-06-20 11:52:00,561 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 20:17:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7291, loss: 0.7291, grad_norm: 6.2492 2021-06-20 11:52:11,682 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 20:16:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9453, loss_cls: 0.7567, loss: 0.7567, grad_norm: 6.6064 2021-06-20 11:52:22,827 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 20:16:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.8040, loss: 0.8040, grad_norm: 6.6911 2021-06-20 11:52:33,976 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 20:16:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.7895, loss: 0.7895, grad_norm: 6.5314 2021-06-20 11:52:45,127 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 20:16:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9484, loss_cls: 0.6980, loss: 0.6980, grad_norm: 6.4897 2021-06-20 11:52:56,280 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 20:16:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9203, loss_cls: 0.8575, loss: 0.8575, grad_norm: 6.7790 2021-06-20 11:53:07,429 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 20:15:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.7907, loss: 0.7907, grad_norm: 6.3442 2021-06-20 11:53:18,584 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 20:15:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9328, loss_cls: 0.7285, loss: 0.7285, grad_norm: 6.2039 2021-06-20 11:53:29,723 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 20:15:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.7545, loss: 0.7545, grad_norm: 6.4658 2021-06-20 11:53:40,859 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 20:15:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7644, loss: 0.7644, grad_norm: 6.5933 2021-06-20 11:53:52,001 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 20:15:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.7996, loss: 0.7996, grad_norm: 6.7390 2021-06-20 11:54:03,125 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 20:14:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9461, loss_cls: 0.7564, loss: 0.7564, grad_norm: 6.5539 2021-06-20 11:54:14,253 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 20:14:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9328, loss_cls: 0.7901, loss: 0.7901, grad_norm: 6.5677 2021-06-20 11:54:25,371 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 20:14:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9383, loss_cls: 0.7495, loss: 0.7495, grad_norm: 6.3350 2021-06-20 11:54:36,528 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 20:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7424, loss: 0.7424, grad_norm: 6.6135 2021-06-20 11:54:47,666 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 20:14:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9328, loss_cls: 0.7708, loss: 0.7708, grad_norm: 6.4543 2021-06-20 11:54:58,846 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 20:13:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7480, loss: 0.7480, grad_norm: 6.3562 2021-06-20 11:55:09,995 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 20:13:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7754, loss: 0.7754, grad_norm: 6.6229 2021-06-20 11:55:21,139 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 20:13:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9344, loss_cls: 0.7822, loss: 0.7822, grad_norm: 6.7367 2021-06-20 11:55:32,236 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 20:13:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9406, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.5097 2021-06-20 11:55:43,371 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 20:13:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9242, loss_cls: 0.8392, loss: 0.8392, grad_norm: 6.5653 2021-06-20 11:55:54,497 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 20:12:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9336, loss_cls: 0.7618, loss: 0.7618, grad_norm: 6.5583 2021-06-20 11:56:05,646 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 20:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6897, loss: 0.6897, grad_norm: 6.0772 2021-06-20 11:56:16,774 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 20:12:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.7567, loss: 0.7567, grad_norm: 6.5296 2021-06-20 11:56:27,926 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 20:12:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9414, loss_cls: 0.7620, loss: 0.7620, grad_norm: 6.5578 2021-06-20 11:56:39,051 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 20:12:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9375, loss_cls: 0.7678, loss: 0.7678, grad_norm: 6.4522 2021-06-20 11:56:50,201 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 20:11:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9359, loss_cls: 0.8191, loss: 0.8191, grad_norm: 6.8186 2021-06-20 11:57:01,367 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 20:11:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9398, loss_cls: 0.7430, loss: 0.7430, grad_norm: 6.5937 2021-06-20 11:57:12,505 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 20:11:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7465, loss: 0.7465, grad_norm: 6.6284 2021-06-20 11:57:23,619 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 20:11:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9305, loss_cls: 0.7495, loss: 0.7495, grad_norm: 6.4231 2021-06-20 11:57:34,755 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 20:11:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7558, loss: 0.7558, grad_norm: 6.5398 2021-06-20 11:57:45,889 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 20:10:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.7834, loss: 0.7834, grad_norm: 6.6504 2021-06-20 11:57:57,027 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 20:10:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8107, loss: 0.8107, grad_norm: 6.8125 2021-06-20 11:58:08,171 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 20:10:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9305, loss_cls: 0.7655, loss: 0.7655, grad_norm: 6.5090 2021-06-20 11:58:19,317 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 20:10:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9414, loss_cls: 0.7783, loss: 0.7783, grad_norm: 6.6836 2021-06-20 11:58:30,469 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 20:10:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.7809, loss: 0.7809, grad_norm: 6.4501 2021-06-20 11:58:41,622 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 20:10:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9391, loss_cls: 0.7601, loss: 0.7601, grad_norm: 6.4394 2021-06-20 11:58:52,766 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 20:09:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7872, loss: 0.7872, grad_norm: 6.4805 2021-06-20 11:59:03,913 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 20:09:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9273, loss_cls: 0.8298, loss: 0.8298, grad_norm: 6.5460 2021-06-20 11:59:15,055 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 20:09:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8415, loss: 0.8415, grad_norm: 6.9036 2021-06-20 11:59:26,182 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 20:09:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.5122 2021-06-20 11:59:37,295 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 20:09:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.7975, loss: 0.7975, grad_norm: 6.6154 2021-06-20 11:59:48,441 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 20:08:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9414, loss_cls: 0.7511, loss: 0.7511, grad_norm: 6.4570 2021-06-20 11:59:59,585 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 20:08:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7847, loss: 0.7847, grad_norm: 6.6300 2021-06-20 12:00:13,045 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 20:08:27, time: 0.669, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7265, loss: 0.7265, grad_norm: 6.4871 2021-06-20 12:00:24,178 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 20:08:15, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9398, loss_cls: 0.7682, loss: 0.7682, grad_norm: 6.5708 2021-06-20 12:00:35,318 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 20:08:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.7848, loss: 0.7848, grad_norm: 6.6474 2021-06-20 12:00:46,468 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 20:07:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7626, loss: 0.7626, grad_norm: 6.4683 2021-06-20 12:00:57,617 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 20:07:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9437, loss_cls: 0.8035, loss: 0.8035, grad_norm: 6.7508 2021-06-20 12:01:08,786 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 20:07:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.7180, loss: 0.7180, grad_norm: 6.4031 2021-06-20 12:01:19,915 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 20:07:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8105, loss: 0.8105, grad_norm: 6.7658 2021-06-20 12:01:31,056 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 20:07:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8789, loss: 0.8789, grad_norm: 6.9731 2021-06-20 12:01:42,211 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 20:06:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9398, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.5480 2021-06-20 12:01:53,350 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 20:06:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9273, loss_cls: 0.8018, loss: 0.8018, grad_norm: 6.5274 2021-06-20 12:02:04,502 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 20:06:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9422, loss_cls: 0.7521, loss: 0.7521, grad_norm: 6.5542 2021-06-20 12:02:15,602 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 20:06:18, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9344, loss_cls: 0.8251, loss: 0.8251, grad_norm: 6.8058 2021-06-20 12:02:26,744 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 20:06:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9336, loss_cls: 0.7610, loss: 0.7610, grad_norm: 6.4544 2021-06-20 12:02:37,892 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 20:05:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9398, loss_cls: 0.7851, loss: 0.7851, grad_norm: 6.6829 2021-06-20 12:02:49,035 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 20:05:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8236, loss: 0.8236, grad_norm: 6.7508 2021-06-20 12:03:00,187 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 20:05:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7830, loss: 0.7830, grad_norm: 6.5765 2021-06-20 12:03:11,329 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 20:05:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.8321, loss: 0.8321, grad_norm: 6.7391 2021-06-20 12:03:22,461 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 20:05:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8544, loss: 0.8544, grad_norm: 6.6900 2021-06-20 12:03:33,619 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 20:04:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8087, loss: 0.8087, grad_norm: 6.6756 2021-06-20 12:03:44,760 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 20:04:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7918, loss: 0.7918, grad_norm: 6.4037 2021-06-20 12:03:55,898 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 20:04:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.7705, loss: 0.7705, grad_norm: 6.4615 2021-06-20 12:04:07,038 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 20:04:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9406, loss_cls: 0.7242, loss: 0.7242, grad_norm: 6.4485 2021-06-20 12:04:18,166 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 20:04:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9289, loss_cls: 0.7746, loss: 0.7746, grad_norm: 6.5547 2021-06-20 12:04:29,299 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 20:03:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9336, loss_cls: 0.8357, loss: 0.8357, grad_norm: 6.7518 2021-06-20 12:04:40,464 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 20:03:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9383, loss_cls: 0.7684, loss: 0.7684, grad_norm: 6.4231 2021-06-20 12:04:51,612 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 20:03:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.7569, loss: 0.7569, grad_norm: 6.6336 2021-06-20 12:05:02,776 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 20:03:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9398, loss_cls: 0.7909, loss: 0.7909, grad_norm: 6.6334 2021-06-20 12:05:13,943 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 20:03:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9227, loss_cls: 0.8218, loss: 0.8218, grad_norm: 6.7226 2021-06-20 12:05:25,083 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 20:02:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.4579 2021-06-20 12:05:36,222 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 20:02:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.6055 2021-06-20 12:05:47,391 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 20:02:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7505, loss: 0.7505, grad_norm: 6.4992 2021-06-20 12:05:58,526 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 20:02:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9227, loss_cls: 0.8411, loss: 0.8411, grad_norm: 6.8350 2021-06-20 12:06:09,657 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 20:02:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9359, loss_cls: 0.8015, loss: 0.8015, grad_norm: 6.7949 2021-06-20 12:06:20,767 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 20:02:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9406, loss_cls: 0.7917, loss: 0.7917, grad_norm: 6.5072 2021-06-20 12:06:31,895 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 20:01:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9266, loss_cls: 0.8207, loss: 0.8207, grad_norm: 6.6264 2021-06-20 12:06:43,035 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 20:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9422, loss_cls: 0.7776, loss: 0.7776, grad_norm: 6.6481 2021-06-20 12:06:54,181 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 20:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8333, loss: 0.8333, grad_norm: 6.8347 2021-06-20 12:07:05,316 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 20:01:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9336, loss_cls: 0.7442, loss: 0.7442, grad_norm: 6.4257 2021-06-20 12:07:16,454 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 20:01:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9375, loss_cls: 0.7356, loss: 0.7356, grad_norm: 6.1176 2021-06-20 12:07:27,571 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 20:00:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.8070, loss: 0.8070, grad_norm: 6.8373 2021-06-20 12:07:38,717 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 20:00:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7521, loss: 0.7521, grad_norm: 6.6754 2021-06-20 12:07:49,852 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 20:00:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8086, loss: 0.8086, grad_norm: 6.5973 2021-06-20 12:08:00,995 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 20:00:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.8068, loss: 0.8068, grad_norm: 6.6141 2021-06-20 12:08:12,136 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 20:00:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7129, loss: 0.7129, grad_norm: 6.4065 2021-06-20 12:08:23,280 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 19:59:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9437, loss_cls: 0.7353, loss: 0.7353, grad_norm: 6.5067 2021-06-20 12:08:34,432 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 19:59:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9266, loss_cls: 0.8296, loss: 0.8296, grad_norm: 6.7898 2021-06-20 12:08:45,567 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 19:59:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9328, loss_cls: 0.7550, loss: 0.7550, grad_norm: 6.5455 2021-06-20 12:08:56,721 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 19:59:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9414, loss_cls: 0.7535, loss: 0.7535, grad_norm: 6.7832 2021-06-20 12:09:07,861 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 19:59:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.7362 2021-06-20 12:09:19,002 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 19:58:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9297, loss_cls: 0.8011, loss: 0.8011, grad_norm: 6.6423 2021-06-20 12:09:30,123 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 19:58:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7662, loss: 0.7662, grad_norm: 6.5907 2021-06-20 12:09:41,251 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 19:58:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9305, loss_cls: 0.8003, loss: 0.8003, grad_norm: 6.5990 2021-06-20 12:09:52,403 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 19:58:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9117, loss_cls: 0.8898, loss: 0.8898, grad_norm: 6.7440 2021-06-20 12:10:03,564 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 19:58:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9422, loss_cls: 0.7531, loss: 0.7531, grad_norm: 6.5613 2021-06-20 12:10:14,707 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 19:57:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9336, loss_cls: 0.8529, loss: 0.8529, grad_norm: 6.8501 2021-06-20 12:10:25,832 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 19:57:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.8474, loss: 0.8474, grad_norm: 6.7930 2021-06-20 12:10:36,965 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 19:57:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.7145, loss: 0.7145, grad_norm: 6.1588 2021-06-20 12:10:48,123 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 19:57:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9289, loss_cls: 0.8139, loss: 0.8139, grad_norm: 6.8046 2021-06-20 12:10:59,297 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 19:57:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.7718, loss: 0.7718, grad_norm: 6.5029 2021-06-20 12:11:10,446 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 19:56:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.7190, loss: 0.7190, grad_norm: 6.4418 2021-06-20 12:11:21,586 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 19:56:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9398, loss_cls: 0.7556, loss: 0.7556, grad_norm: 6.5873 2021-06-20 12:11:32,716 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 19:56:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9398, loss_cls: 0.8041, loss: 0.8041, grad_norm: 6.6826 2021-06-20 12:11:43,864 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 19:56:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8649, loss: 0.8649, grad_norm: 6.9043 2021-06-20 12:11:55,024 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 19:56:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7511, loss: 0.7511, grad_norm: 6.4581 2021-06-20 12:12:06,177 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 19:55:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9219, loss_cls: 0.8329, loss: 0.8329, grad_norm: 6.5824 2021-06-20 12:12:17,325 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 19:55:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7638, loss: 0.7638, grad_norm: 6.4559 2021-06-20 12:12:28,456 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 19:55:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.7936, loss: 0.7936, grad_norm: 6.7396 2021-06-20 12:12:39,580 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 19:55:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7377, loss: 0.7377, grad_norm: 6.3491 2021-06-20 12:12:50,726 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 19:55:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7711, loss: 0.7711, grad_norm: 6.5704 2021-06-20 12:13:01,869 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 19:54:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8345, loss: 0.8345, grad_norm: 6.8667 2021-06-20 12:13:13,022 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 19:54:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7487, loss: 0.7487, grad_norm: 6.3656 2021-06-20 12:13:24,168 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 19:54:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9398, loss_cls: 0.7290, loss: 0.7290, grad_norm: 6.4322 2021-06-20 12:13:35,312 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 19:54:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.5498 2021-06-20 12:13:46,456 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 19:54:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9273, loss_cls: 0.8364, loss: 0.8364, grad_norm: 6.7685 2021-06-20 12:13:57,611 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 19:53:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.2031 2021-06-20 12:14:08,766 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 19:53:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8090, loss: 0.8090, grad_norm: 6.7637 2021-06-20 12:14:19,914 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 19:53:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9445, loss_cls: 0.7758, loss: 0.7758, grad_norm: 6.8171 2021-06-20 12:14:31,056 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 19:53:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9242, loss_cls: 0.8173, loss: 0.8173, grad_norm: 6.6140 2021-06-20 12:14:42,198 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 19:53:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.7920, loss: 0.7920, grad_norm: 6.6770 2021-06-20 12:14:53,382 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 19:53:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9375, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.6061 2021-06-20 12:15:04,541 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 19:52:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7178, loss: 0.7178, grad_norm: 6.2669 2021-06-20 12:15:15,700 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 19:52:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9484, loss_cls: 0.7381, loss: 0.7381, grad_norm: 6.5411 2021-06-20 12:15:26,842 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 19:52:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7991, loss: 0.7991, grad_norm: 6.6275 2021-06-20 12:15:37,976 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 19:52:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.8126, loss: 0.8126, grad_norm: 6.8106 2021-06-20 12:15:57,373 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-06-20 12:17:44,417 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 19:52:34, time: 5.325, data_time: 4.682, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9273, loss_cls: 0.8028, loss: 0.8028, grad_norm: 6.7007 2021-06-20 12:17:55,555 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 19:52:22, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7639, loss: 0.7639, grad_norm: 6.4730 2021-06-20 12:18:06,651 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 19:52:10, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7433, loss: 0.7433, grad_norm: 6.6097 2021-06-20 12:18:17,771 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 19:51:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9313, loss_cls: 0.7854, loss: 0.7854, grad_norm: 6.6673 2021-06-20 12:18:28,869 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 19:51:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7176, loss: 0.7176, grad_norm: 6.3748 2021-06-20 12:18:39,968 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 19:51:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9297, loss_cls: 0.8044, loss: 0.8044, grad_norm: 6.7514 2021-06-20 12:18:51,074 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 19:51:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7865, loss: 0.7865, grad_norm: 6.6117 2021-06-20 12:19:02,211 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 19:51:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8032, loss: 0.8032, grad_norm: 6.6816 2021-06-20 12:19:13,374 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 19:51:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9375, loss_cls: 0.7257, loss: 0.7257, grad_norm: 6.2352 2021-06-20 12:19:24,524 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 19:50:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.7547, loss: 0.7547, grad_norm: 6.4025 2021-06-20 12:19:35,667 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 19:50:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9352, loss_cls: 0.7433, loss: 0.7433, grad_norm: 6.5240 2021-06-20 12:19:46,801 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 19:50:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.7894, loss: 0.7894, grad_norm: 6.6316 2021-06-20 12:19:57,936 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 19:50:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9383, loss_cls: 0.7939, loss: 0.7939, grad_norm: 6.6079 2021-06-20 12:20:09,132 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 19:50:01, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9383, loss_cls: 0.7506, loss: 0.7506, grad_norm: 6.5077 2021-06-20 12:20:20,215 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 19:49:49, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7268, loss: 0.7268, grad_norm: 6.3771 2021-06-20 12:20:31,346 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 19:49:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.7391, loss: 0.7391, grad_norm: 6.4414 2021-06-20 12:20:42,466 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 19:49:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7523, loss: 0.7523, grad_norm: 6.5020 2021-06-20 12:20:53,602 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 19:49:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.7800, loss: 0.7800, grad_norm: 6.5437 2021-06-20 12:21:04,751 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 19:49:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.4903 2021-06-20 12:21:15,896 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 19:48:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6932, loss: 0.6932, grad_norm: 6.5058 2021-06-20 12:21:27,034 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 19:48:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9313, loss_cls: 0.7546, loss: 0.7546, grad_norm: 6.3103 2021-06-20 12:21:38,181 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 19:48:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9320, loss_cls: 0.7760, loss: 0.7760, grad_norm: 6.7606 2021-06-20 12:21:49,329 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 19:48:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7848, loss: 0.7848, grad_norm: 6.4056 2021-06-20 12:22:00,484 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 19:48:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9391, loss_cls: 0.7794, loss: 0.7794, grad_norm: 6.5684 2021-06-20 12:22:11,655 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 19:47:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9383, loss_cls: 0.7446, loss: 0.7446, grad_norm: 6.5134 2021-06-20 12:22:22,804 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 19:47:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9570, loss_cls: 0.6902, loss: 0.6902, grad_norm: 6.3782 2021-06-20 12:22:33,962 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 19:47:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7163, loss: 0.7163, grad_norm: 6.5534 2021-06-20 12:22:45,104 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 19:47:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9258, loss_cls: 0.8090, loss: 0.8090, grad_norm: 6.6308 2021-06-20 12:22:56,266 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 19:47:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7731, loss: 0.7731, grad_norm: 6.5570 2021-06-20 12:23:07,425 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 19:46:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9320, loss_cls: 0.7807, loss: 0.7807, grad_norm: 6.7691 2021-06-20 12:23:18,600 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 19:46:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8266, loss: 0.8266, grad_norm: 6.9625 2021-06-20 12:23:29,750 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 19:46:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7717, loss: 0.7717, grad_norm: 6.6890 2021-06-20 12:23:40,924 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 19:46:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9344, loss_cls: 0.7750, loss: 0.7750, grad_norm: 6.4233 2021-06-20 12:23:52,066 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 19:46:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7527, loss: 0.7527, grad_norm: 6.5818 2021-06-20 12:24:03,204 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 19:45:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7130, loss: 0.7130, grad_norm: 6.6604 2021-06-20 12:24:14,356 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 19:45:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9258, loss_cls: 0.7971, loss: 0.7971, grad_norm: 6.6908 2021-06-20 12:24:25,514 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 19:45:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9398, loss_cls: 0.7314, loss: 0.7314, grad_norm: 6.4140 2021-06-20 12:24:36,670 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 19:45:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9391, loss_cls: 0.7461, loss: 0.7461, grad_norm: 6.5535 2021-06-20 12:24:47,795 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 19:45:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9391, loss_cls: 0.7010, loss: 0.7010, grad_norm: 6.3402 2021-06-20 12:24:58,938 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 19:44:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9406, loss_cls: 0.7358, loss: 0.7358, grad_norm: 6.4409 2021-06-20 12:25:10,072 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 19:44:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.5521 2021-06-20 12:25:21,202 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 19:44:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9398, loss_cls: 0.6941, loss: 0.6941, grad_norm: 6.4058 2021-06-20 12:25:32,363 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 19:44:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9258, loss_cls: 0.8195, loss: 0.8195, grad_norm: 6.6705 2021-06-20 12:25:43,509 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 19:44:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9453, loss_cls: 0.7688, loss: 0.7688, grad_norm: 6.6082 2021-06-20 12:25:54,664 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 19:43:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8028, loss: 0.8028, grad_norm: 6.8546 2021-06-20 12:26:05,757 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 19:43:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9367, loss_cls: 0.7380, loss: 0.7380, grad_norm: 6.4420 2021-06-20 12:26:16,898 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 19:43:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9305, loss_cls: 0.7978, loss: 0.7978, grad_norm: 6.6321 2021-06-20 12:26:28,040 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 19:43:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.7942, loss: 0.7942, grad_norm: 6.8973 2021-06-20 12:26:39,183 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 19:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9375, loss_cls: 0.7430, loss: 0.7430, grad_norm: 6.4712 2021-06-20 12:26:50,313 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 19:42:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9430, loss_cls: 0.7634, loss: 0.7634, grad_norm: 6.3160 2021-06-20 12:27:01,474 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 19:42:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9344, loss_cls: 0.7738, loss: 0.7738, grad_norm: 6.4721 2021-06-20 12:27:12,619 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 19:42:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7653, loss: 0.7653, grad_norm: 6.6467 2021-06-20 12:27:23,765 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 19:42:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9328, loss_cls: 0.7673, loss: 0.7673, grad_norm: 6.6444 2021-06-20 12:27:34,913 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 19:42:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7450, loss: 0.7450, grad_norm: 6.5344 2021-06-20 12:27:46,066 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 19:42:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9500, loss_cls: 0.7355, loss: 0.7355, grad_norm: 6.7395 2021-06-20 12:27:57,207 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 19:41:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7491, loss: 0.7491, grad_norm: 6.4868 2021-06-20 12:28:08,338 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 19:41:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9258, loss_cls: 0.8325, loss: 0.8325, grad_norm: 6.9711 2021-06-20 12:28:19,493 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 19:41:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9453, loss_cls: 0.7575, loss: 0.7575, grad_norm: 6.7108 2021-06-20 12:28:30,639 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 19:41:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9375, loss_cls: 0.7424, loss: 0.7424, grad_norm: 6.3779 2021-06-20 12:28:41,783 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 19:41:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.8040, loss: 0.8040, grad_norm: 6.6163 2021-06-20 12:28:52,926 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 19:40:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9484, loss_cls: 0.7095, loss: 0.7095, grad_norm: 6.3842 2021-06-20 12:29:04,073 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 19:40:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9344, loss_cls: 0.7254, loss: 0.7254, grad_norm: 6.2065 2021-06-20 12:29:15,232 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 19:40:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9352, loss_cls: 0.7686, loss: 0.7686, grad_norm: 6.6192 2021-06-20 12:29:26,356 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 19:40:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9359, loss_cls: 0.7456, loss: 0.7456, grad_norm: 6.6807 2021-06-20 12:29:37,498 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 19:40:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9422, loss_cls: 0.7224, loss: 0.7224, grad_norm: 6.2817 2021-06-20 12:29:48,619 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 19:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9258, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.8246 2021-06-20 12:29:59,754 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 19:39:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.8063, loss: 0.8063, grad_norm: 6.9854 2021-06-20 12:30:10,952 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 19:39:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.6940 2021-06-20 12:30:22,064 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 19:39:15, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9437, loss_cls: 0.7311, loss: 0.7311, grad_norm: 6.5226 2021-06-20 12:30:33,208 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 19:39:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.7758, loss: 0.7758, grad_norm: 6.8995 2021-06-20 12:30:44,353 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 19:38:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.5020 2021-06-20 12:30:55,502 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 19:38:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9289, loss_cls: 0.7960, loss: 0.7960, grad_norm: 6.5689 2021-06-20 12:31:06,649 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 19:38:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7810, loss: 0.7810, grad_norm: 6.5733 2021-06-20 12:31:17,790 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 19:38:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.7173, loss: 0.7173, grad_norm: 6.3745 2021-06-20 12:31:28,922 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 19:38:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7492, loss: 0.7492, grad_norm: 6.4768 2021-06-20 12:31:40,071 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 19:37:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9266, loss_cls: 0.8189, loss: 0.8189, grad_norm: 6.6516 2021-06-20 12:31:51,211 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 19:37:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.7703, loss: 0.7703, grad_norm: 6.5075 2021-06-20 12:32:02,388 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 19:37:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7492, loss: 0.7492, grad_norm: 6.6079 2021-06-20 12:32:13,529 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 19:37:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8395, loss: 0.8395, grad_norm: 6.9493 2021-06-20 12:32:24,686 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 19:37:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9484, loss_cls: 0.7134, loss: 0.7134, grad_norm: 6.3183 2021-06-20 12:32:35,837 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 19:36:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.8205, loss: 0.8205, grad_norm: 6.7055 2021-06-20 12:32:46,979 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 19:36:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.7940, loss: 0.7940, grad_norm: 6.6329 2021-06-20 12:32:58,108 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 19:36:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9297, loss_cls: 0.8002, loss: 0.8002, grad_norm: 6.7860 2021-06-20 12:33:09,297 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 19:36:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7212, loss: 0.7212, grad_norm: 6.6105 2021-06-20 12:33:20,390 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 19:36:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7941, loss: 0.7941, grad_norm: 6.6333 2021-06-20 12:33:31,539 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 19:35:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9367, loss_cls: 0.8138, loss: 0.8138, grad_norm: 7.0180 2021-06-20 12:33:42,714 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 19:35:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9281, loss_cls: 0.7578, loss: 0.7578, grad_norm: 6.4446 2021-06-20 12:33:53,805 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 19:35:32, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9367, loss_cls: 0.8066, loss: 0.8066, grad_norm: 6.9264 2021-06-20 12:34:04,966 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 19:35:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9297, loss_cls: 0.7854, loss: 0.7854, grad_norm: 6.6521 2021-06-20 12:34:16,117 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 19:35:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9414, loss_cls: 0.7674, loss: 0.7674, grad_norm: 6.8437 2021-06-20 12:34:27,260 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 19:34:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9219, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.7785 2021-06-20 12:34:38,416 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 19:34:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8057, loss: 0.8057, grad_norm: 7.0877 2021-06-20 12:34:49,571 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 19:34:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7638, loss: 0.7638, grad_norm: 6.8237 2021-06-20 12:35:00,699 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 19:34:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9406, loss_cls: 0.7440, loss: 0.7440, grad_norm: 6.4158 2021-06-20 12:35:11,882 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 19:34:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7333, loss: 0.7333, grad_norm: 6.3976 2021-06-20 12:35:23,007 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 19:33:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7825, loss: 0.7825, grad_norm: 6.7374 2021-06-20 12:35:34,163 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 19:33:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9430, loss_cls: 0.8088, loss: 0.8088, grad_norm: 7.0751 2021-06-20 12:35:45,356 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 19:33:35, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7537, loss: 0.7537, grad_norm: 6.4875 2021-06-20 12:35:56,503 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 19:33:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9422, loss_cls: 0.7611, loss: 0.7611, grad_norm: 6.6146 2021-06-20 12:36:07,658 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 19:33:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7449, loss: 0.7449, grad_norm: 6.6931 2021-06-20 12:36:18,789 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 19:33:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8295, loss: 0.8295, grad_norm: 7.0417 2021-06-20 12:36:29,924 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 19:32:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7559, loss: 0.7559, grad_norm: 6.6389 2021-06-20 12:36:41,083 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 19:32:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7633, loss: 0.7633, grad_norm: 6.6935 2021-06-20 12:36:52,248 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 19:32:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9430, loss_cls: 0.7478, loss: 0.7478, grad_norm: 6.5732 2021-06-20 12:37:03,385 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 19:32:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7688, loss: 0.7688, grad_norm: 6.5870 2021-06-20 12:37:14,521 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 19:32:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8053, loss: 0.8053, grad_norm: 7.0015 2021-06-20 12:37:25,675 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 19:31:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9328, loss_cls: 0.7530, loss: 0.7530, grad_norm: 6.5330 2021-06-20 12:37:36,817 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 19:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9453, loss_cls: 0.7225, loss: 0.7225, grad_norm: 6.3411 2021-06-20 12:37:47,970 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 19:31:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9469, loss_cls: 0.7245, loss: 0.7245, grad_norm: 6.4093 2021-06-20 12:37:59,109 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 19:31:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9406, loss_cls: 0.7570, loss: 0.7570, grad_norm: 6.6902 2021-06-20 12:38:10,263 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 19:31:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9367, loss_cls: 0.8064, loss: 0.8064, grad_norm: 6.7337 2021-06-20 12:38:21,405 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 19:30:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9352, loss_cls: 0.7232, loss: 0.7232, grad_norm: 6.3440 2021-06-20 12:38:32,549 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 19:30:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.8654 2021-06-20 12:38:43,685 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 19:30:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.8101, loss: 0.8101, grad_norm: 6.7711 2021-06-20 12:38:54,827 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 19:30:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9187, loss_cls: 0.8356, loss: 0.8356, grad_norm: 6.6130 2021-06-20 12:39:05,961 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 19:30:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9398, loss_cls: 0.7254, loss: 0.7254, grad_norm: 6.3906 2021-06-20 12:39:17,105 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 19:29:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.1563 2021-06-20 12:39:28,250 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 19:29:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9336, loss_cls: 0.7834, loss: 0.7834, grad_norm: 6.6631 2021-06-20 12:39:39,421 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 19:29:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9453, loss_cls: 0.7586, loss: 0.7586, grad_norm: 6.7265 2021-06-20 12:39:50,506 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 19:29:17, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7669, loss: 0.7669, grad_norm: 6.6263 2021-06-20 12:40:01,652 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 19:29:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.7775, loss: 0.7775, grad_norm: 6.6137 2021-06-20 12:40:12,827 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 19:28:54, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7302, loss: 0.7302, grad_norm: 6.5937 2021-06-20 12:40:23,981 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 19:28:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9242, loss_cls: 0.8398, loss: 0.8398, grad_norm: 6.6394 2021-06-20 12:40:35,130 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 19:28:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9406, loss_cls: 0.7523, loss: 0.7523, grad_norm: 6.5184 2021-06-20 12:40:46,308 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 19:28:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9477, loss_cls: 0.7054, loss: 0.7054, grad_norm: 6.4933 2021-06-20 12:40:57,444 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 19:28:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9430, loss_cls: 0.7444, loss: 0.7444, grad_norm: 6.5725 2021-06-20 12:41:08,575 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 19:27:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9406, loss_cls: 0.7796, loss: 0.7796, grad_norm: 6.6283 2021-06-20 12:41:19,713 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 19:27:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8307, loss: 0.8307, grad_norm: 6.6566 2021-06-20 12:41:30,852 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 19:27:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.7612, loss: 0.7612, grad_norm: 6.4441 2021-06-20 12:41:41,976 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 19:27:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9383, loss_cls: 0.7686, loss: 0.7686, grad_norm: 6.4192 2021-06-20 12:41:53,128 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 19:27:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.7918, loss: 0.7918, grad_norm: 6.7068 2021-06-20 12:42:04,246 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 19:26:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.7915, loss: 0.7915, grad_norm: 6.7933 2021-06-20 12:42:15,373 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 19:26:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9336, loss_cls: 0.7897, loss: 0.7897, grad_norm: 6.8938 2021-06-20 12:42:26,505 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 19:26:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9352, loss_cls: 0.7474, loss: 0.7474, grad_norm: 6.1628 2021-06-20 12:42:37,644 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 19:26:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.7061, loss: 0.7061, grad_norm: 6.3763 2021-06-20 12:42:48,800 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 19:26:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8188, loss: 0.8188, grad_norm: 6.8756 2021-06-20 12:42:59,937 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 19:25:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7655, loss: 0.7655, grad_norm: 6.2784 2021-06-20 12:43:11,068 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 19:25:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7709, loss: 0.7709, grad_norm: 6.8319 2021-06-20 12:43:22,220 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 19:25:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7630, loss: 0.7630, grad_norm: 6.6348 2021-06-20 12:43:33,373 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 19:25:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9367, loss_cls: 0.7277, loss: 0.7277, grad_norm: 6.4315 2021-06-20 12:43:44,557 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 19:25:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8244, loss: 0.8244, grad_norm: 7.0136 2021-06-20 12:43:55,716 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 19:24:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.7845, loss: 0.7845, grad_norm: 6.8272 2021-06-20 12:44:06,862 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 19:24:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7629, loss: 0.7629, grad_norm: 6.6680 2021-06-20 12:44:18,006 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 19:24:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9383, loss_cls: 0.8062, loss: 0.8062, grad_norm: 6.8516 2021-06-20 12:44:29,148 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 19:24:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9391, loss_cls: 0.7189, loss: 0.7189, grad_norm: 6.4567 2021-06-20 12:44:40,299 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 19:24:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9398, loss_cls: 0.7645, loss: 0.7645, grad_norm: 6.6902 2021-06-20 12:44:51,457 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 19:24:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7728, loss: 0.7728, grad_norm: 6.5543 2021-06-20 12:45:02,591 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 19:23:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9461, loss_cls: 0.7464, loss: 0.7464, grad_norm: 6.4951 2021-06-20 12:45:13,716 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 19:23:37, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9461, loss_cls: 0.7579, loss: 0.7579, grad_norm: 6.6117 2021-06-20 12:45:24,859 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 19:23:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9367, loss_cls: 0.7537, loss: 0.7537, grad_norm: 6.6398 2021-06-20 12:45:35,996 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 19:23:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9383, loss_cls: 0.7478, loss: 0.7478, grad_norm: 6.3060 2021-06-20 12:45:47,153 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 19:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.8024, loss: 0.8024, grad_norm: 6.5646 2021-06-20 12:45:58,289 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 19:22:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9437, loss_cls: 0.7696, loss: 0.7696, grad_norm: 6.7081 2021-06-20 12:46:09,439 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 19:22:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7926, loss: 0.7926, grad_norm: 6.8339 2021-06-20 12:46:20,572 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 19:22:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9469, loss_cls: 0.7087, loss: 0.7087, grad_norm: 6.3325 2021-06-20 12:46:31,733 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 19:22:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9414, loss_cls: 0.7278, loss: 0.7278, grad_norm: 6.5713 2021-06-20 12:46:42,901 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 19:22:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9437, loss_cls: 0.7307, loss: 0.7307, grad_norm: 6.4485 2021-06-20 12:46:54,055 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 19:21:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9406, loss_cls: 0.7318, loss: 0.7318, grad_norm: 6.2204 2021-06-20 12:47:05,213 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 19:21:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9359, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.4393 2021-06-20 12:47:16,351 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 19:21:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.7966, loss: 0.7966, grad_norm: 6.7329 2021-06-20 12:47:27,487 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 19:21:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9328, loss_cls: 0.8294, loss: 0.8294, grad_norm: 6.8356 2021-06-20 12:47:38,640 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 19:21:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9367, loss_cls: 0.8186, loss: 0.8186, grad_norm: 6.7300 2021-06-20 12:47:49,801 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 19:20:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9414, loss_cls: 0.7865, loss: 0.7865, grad_norm: 6.8401 2021-06-20 12:48:00,941 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 19:20:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8030, loss: 0.8030, grad_norm: 6.7081 2021-06-20 12:48:12,075 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 19:20:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7334, loss: 0.7334, grad_norm: 6.7178 2021-06-20 12:48:23,215 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 19:20:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7458, loss: 0.7458, grad_norm: 6.5737 2021-06-20 12:48:34,372 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 19:20:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7480, loss: 0.7480, grad_norm: 6.4492 2021-06-20 12:48:45,515 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 19:19:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8275, loss: 0.8275, grad_norm: 6.6390 2021-06-20 12:48:56,655 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 19:19:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7779, loss: 0.7779, grad_norm: 6.6401 2021-06-20 12:49:07,794 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 19:19:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9414, loss_cls: 0.7351, loss: 0.7351, grad_norm: 6.5299 2021-06-20 12:49:18,949 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 19:19:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8083, loss: 0.8083, grad_norm: 6.4049 2021-06-20 12:49:30,103 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 19:19:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8244, loss: 0.8244, grad_norm: 6.7319 2021-06-20 12:49:41,246 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 19:18:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7533, loss: 0.7533, grad_norm: 6.5361 2021-06-20 12:49:52,403 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 19:18:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9297, loss_cls: 0.7517, loss: 0.7517, grad_norm: 6.5184 2021-06-20 12:50:03,561 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 19:18:32, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.8060, loss: 0.8060, grad_norm: 6.6575 2021-06-20 12:50:14,708 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 19:18:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9336, loss_cls: 0.7921, loss: 0.7921, grad_norm: 6.8296 2021-06-20 12:50:25,851 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 19:18:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9383, loss_cls: 0.7515, loss: 0.7515, grad_norm: 6.5336 2021-06-20 12:50:37,001 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 19:17:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9305, loss_cls: 0.7969, loss: 0.7969, grad_norm: 6.6832 2021-06-20 12:50:48,159 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 19:17:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.7875, loss: 0.7875, grad_norm: 6.5579 2021-06-20 12:50:59,304 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 19:17:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.7941, loss: 0.7941, grad_norm: 6.7557 2021-06-20 12:51:10,397 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 19:17:22, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9445, loss_cls: 0.7198, loss: 0.7198, grad_norm: 6.3962 2021-06-20 12:51:21,530 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 19:17:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9375, loss_cls: 0.7808, loss: 0.7808, grad_norm: 6.5637 2021-06-20 12:51:32,669 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 19:16:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9391, loss_cls: 0.7427, loss: 0.7427, grad_norm: 6.4669 2021-06-20 12:51:43,808 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 19:16:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8269, loss: 0.8269, grad_norm: 7.0131 2021-06-20 12:51:54,941 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 19:16:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.7939, loss: 0.7939, grad_norm: 6.7155 2021-06-20 12:52:06,085 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 19:16:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.7827, loss: 0.7827, grad_norm: 6.5684 2021-06-20 12:52:17,235 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 19:16:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9242, loss_cls: 0.7978, loss: 0.7978, grad_norm: 6.7547 2021-06-20 12:52:34,839 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-06-20 12:54:40,630 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 19:16:39, time: 6.229, data_time: 5.583, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7512, loss: 0.7512, grad_norm: 6.4025 2021-06-20 12:54:51,779 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 19:16:27, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7533, loss: 0.7533, grad_norm: 6.5940 2021-06-20 12:55:03,521 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 19:16:15, time: 0.588, data_time: 0.003, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9273, loss_cls: 0.8137, loss: 0.8137, grad_norm: 6.5570 2021-06-20 12:55:14,580 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 19:16:04, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9437, loss_cls: 0.6682, loss: 0.6682, grad_norm: 6.1298 2021-06-20 12:55:25,706 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 19:15:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7657, loss: 0.7657, grad_norm: 6.7236 2021-06-20 12:55:36,854 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 19:15:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9297, loss_cls: 0.7682, loss: 0.7682, grad_norm: 6.3707 2021-06-20 12:55:48,006 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 19:15:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9430, loss_cls: 0.7764, loss: 0.7764, grad_norm: 6.5818 2021-06-20 12:55:59,152 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 19:15:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.7133, loss: 0.7133, grad_norm: 6.4465 2021-06-20 12:56:10,280 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 19:15:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9297, loss_cls: 0.7648, loss: 0.7648, grad_norm: 6.4930 2021-06-20 12:56:21,412 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 19:14:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.5078 2021-06-20 12:56:32,551 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 19:14:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8501, loss: 0.8501, grad_norm: 6.9541 2021-06-20 12:56:43,684 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 19:14:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9437, loss_cls: 0.7376, loss: 0.7376, grad_norm: 6.6359 2021-06-20 12:56:54,834 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 19:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9484, loss_cls: 0.6913, loss: 0.6913, grad_norm: 6.3680 2021-06-20 12:57:05,979 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 19:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7644, loss: 0.7644, grad_norm: 6.6615 2021-06-20 12:57:17,112 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 19:13:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9469, loss_cls: 0.7213, loss: 0.7213, grad_norm: 6.5704 2021-06-20 12:57:28,245 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 19:13:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.5533 2021-06-20 12:57:39,388 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 19:13:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7433, loss: 0.7433, grad_norm: 6.6597 2021-06-20 12:57:50,532 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 19:13:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7437, loss: 0.7437, grad_norm: 6.6977 2021-06-20 12:58:01,677 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 19:13:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7258, loss: 0.7258, grad_norm: 6.5994 2021-06-20 12:58:12,805 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 19:12:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9453, loss_cls: 0.7665, loss: 0.7665, grad_norm: 6.9279 2021-06-20 12:58:23,931 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 19:12:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9469, loss_cls: 0.6859, loss: 0.6859, grad_norm: 6.3332 2021-06-20 12:58:35,061 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 19:12:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7514, loss: 0.7514, grad_norm: 6.6540 2021-06-20 12:58:46,211 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 19:12:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9391, loss_cls: 0.7401, loss: 0.7401, grad_norm: 6.4920 2021-06-20 12:58:57,350 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 19:12:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6695, loss: 0.6695, grad_norm: 6.4082 2021-06-20 12:59:08,494 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 19:11:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.7839, loss: 0.7839, grad_norm: 6.6372 2021-06-20 12:59:19,641 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 19:11:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9406, loss_cls: 0.7798, loss: 0.7798, grad_norm: 6.7575 2021-06-20 12:59:30,796 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 19:11:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9336, loss_cls: 0.7733, loss: 0.7733, grad_norm: 6.7388 2021-06-20 12:59:41,956 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 19:11:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6786, loss: 0.6786, grad_norm: 6.1428 2021-06-20 12:59:53,104 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 19:11:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9414, loss_cls: 0.7919, loss: 0.7919, grad_norm: 6.9388 2021-06-20 13:00:04,283 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 19:10:59, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9453, loss_cls: 0.7349, loss: 0.7349, grad_norm: 6.6138 2021-06-20 13:00:15,429 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 19:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7437, loss: 0.7437, grad_norm: 6.7232 2021-06-20 13:00:26,561 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 19:10:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7491, loss: 0.7491, grad_norm: 6.6872 2021-06-20 13:00:37,688 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 19:10:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9523, loss_cls: 0.7343, loss: 0.7343, grad_norm: 6.8562 2021-06-20 13:00:48,848 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 19:10:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9469, loss_cls: 0.7231, loss: 0.7231, grad_norm: 6.5118 2021-06-20 13:00:59,985 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 19:10:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7254, loss: 0.7254, grad_norm: 6.5562 2021-06-20 13:01:11,131 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 19:09:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.7993, loss: 0.7993, grad_norm: 6.7898 2021-06-20 13:01:22,262 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 19:09:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7646, loss: 0.7646, grad_norm: 6.9597 2021-06-20 13:01:33,413 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 19:09:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9344, loss_cls: 0.7393, loss: 0.7393, grad_norm: 6.3820 2021-06-20 13:01:44,571 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 19:09:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9344, loss_cls: 0.7487, loss: 0.7487, grad_norm: 6.5577 2021-06-20 13:01:55,704 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 19:09:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7466, loss: 0.7466, grad_norm: 6.2802 2021-06-20 13:02:06,866 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 19:08:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9367, loss_cls: 0.7732, loss: 0.7732, grad_norm: 6.7199 2021-06-20 13:02:18,009 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 19:08:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9437, loss_cls: 0.7065, loss: 0.7065, grad_norm: 6.3747 2021-06-20 13:02:29,147 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 19:08:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9328, loss_cls: 0.7802, loss: 0.7802, grad_norm: 6.5915 2021-06-20 13:02:40,292 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 19:08:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7404, loss: 0.7404, grad_norm: 6.4596 2021-06-20 13:02:51,437 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 19:08:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9500, loss_cls: 0.7233, loss: 0.7233, grad_norm: 6.5095 2021-06-20 13:03:02,595 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 19:07:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9273, loss_cls: 0.8210, loss: 0.8210, grad_norm: 6.6807 2021-06-20 13:03:13,781 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 19:07:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7473, loss: 0.7473, grad_norm: 6.7287 2021-06-20 13:03:24,896 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 19:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9305, loss_cls: 0.7579, loss: 0.7579, grad_norm: 6.7174 2021-06-20 13:03:36,043 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 19:07:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9320, loss_cls: 0.7850, loss: 0.7850, grad_norm: 6.6421 2021-06-20 13:03:47,174 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 19:07:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7240, loss: 0.7240, grad_norm: 6.3635 2021-06-20 13:03:58,348 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 19:06:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9227, loss_cls: 0.8057, loss: 0.8057, grad_norm: 6.6423 2021-06-20 13:04:09,531 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 19:06:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9352, loss_cls: 0.7534, loss: 0.7534, grad_norm: 6.4105 2021-06-20 13:04:20,633 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 19:06:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8245, loss: 0.8245, grad_norm: 6.8262 2021-06-20 13:04:31,786 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 19:06:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7474, loss: 0.7474, grad_norm: 6.2938 2021-06-20 13:04:42,960 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 19:06:05, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7424, loss: 0.7424, grad_norm: 6.5442 2021-06-20 13:04:54,096 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 19:05:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.7827, loss: 0.7827, grad_norm: 6.7882 2021-06-20 13:05:05,253 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 19:05:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7516, loss: 0.7516, grad_norm: 6.7142 2021-06-20 13:05:16,401 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 19:05:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9313, loss_cls: 0.7843, loss: 0.7843, grad_norm: 6.5629 2021-06-20 13:05:27,521 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 19:05:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9305, loss_cls: 0.7772, loss: 0.7772, grad_norm: 6.5259 2021-06-20 13:05:38,664 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 19:05:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.8313, loss: 0.8313, grad_norm: 6.7074 2021-06-20 13:05:49,828 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 19:04:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9313, loss_cls: 0.7773, loss: 0.7773, grad_norm: 6.5049 2021-06-20 13:06:00,969 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 19:04:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8147, loss: 0.8147, grad_norm: 6.8644 2021-06-20 13:06:12,131 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 19:04:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9437, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.4264 2021-06-20 13:06:23,279 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 19:04:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9344, loss_cls: 0.7577, loss: 0.7577, grad_norm: 6.5536 2021-06-20 13:06:34,410 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 19:04:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8017, loss: 0.8017, grad_norm: 6.5482 2021-06-20 13:06:45,567 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 19:03:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.8104, loss: 0.8104, grad_norm: 6.8585 2021-06-20 13:06:56,715 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 19:03:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9320, loss_cls: 0.7552, loss: 0.7552, grad_norm: 6.4180 2021-06-20 13:07:07,859 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 19:03:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.8051, loss: 0.8051, grad_norm: 6.9116 2021-06-20 13:07:18,986 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 19:03:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9297, loss_cls: 0.8649, loss: 0.8649, grad_norm: 6.9161 2021-06-20 13:07:30,118 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 19:03:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9219, loss_cls: 0.8240, loss: 0.8240, grad_norm: 6.7275 2021-06-20 13:07:41,256 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 19:02:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9430, loss_cls: 0.7551, loss: 0.7551, grad_norm: 6.7955 2021-06-20 13:07:52,389 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 19:02:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7456, loss: 0.7456, grad_norm: 6.5352 2021-06-20 13:08:03,528 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 19:02:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9484, loss_cls: 0.7376, loss: 0.7376, grad_norm: 6.6343 2021-06-20 13:08:14,666 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 19:02:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9211, loss_cls: 0.8171, loss: 0.8171, grad_norm: 6.8179 2021-06-20 13:08:25,802 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 19:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9445, loss_cls: 0.7731, loss: 0.7731, grad_norm: 6.7998 2021-06-20 13:08:36,934 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 19:01:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7359, loss: 0.7359, grad_norm: 6.4064 2021-06-20 13:08:48,074 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 19:01:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8146, loss: 0.8146, grad_norm: 6.7367 2021-06-20 13:08:59,241 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 19:01:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7352, loss: 0.7352, grad_norm: 6.6526 2021-06-20 13:09:10,371 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 19:01:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9391, loss_cls: 0.7702, loss: 0.7702, grad_norm: 6.7361 2021-06-20 13:09:21,499 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 19:01:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9477, loss_cls: 0.7033, loss: 0.7033, grad_norm: 6.4151 2021-06-20 13:09:32,627 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 19:01:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9391, loss_cls: 0.7809, loss: 0.7809, grad_norm: 6.7507 2021-06-20 13:09:43,767 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 19:00:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.7207, loss: 0.7207, grad_norm: 6.4393 2021-06-20 13:09:54,925 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 19:00:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9344, loss_cls: 0.7552, loss: 0.7552, grad_norm: 6.5810 2021-06-20 13:10:06,013 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 19:00:25, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9430, loss_cls: 0.7445, loss: 0.7445, grad_norm: 6.6633 2021-06-20 13:10:17,171 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 19:00:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8395, loss: 0.8395, grad_norm: 6.9716 2021-06-20 13:10:28,292 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 19:00:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9430, loss_cls: 0.7424, loss: 0.7424, grad_norm: 6.6267 2021-06-20 13:10:39,445 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 18:59:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7698, loss: 0.7698, grad_norm: 6.5892 2021-06-20 13:10:50,585 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 18:59:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9398, loss_cls: 0.7882, loss: 0.7882, grad_norm: 6.8452 2021-06-20 13:11:01,728 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 18:59:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9516, loss_cls: 0.6897, loss: 0.6897, grad_norm: 6.6497 2021-06-20 13:11:12,865 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 18:59:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.7281, loss: 0.7281, grad_norm: 6.3824 2021-06-20 13:11:24,020 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 18:59:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9422, loss_cls: 0.7774, loss: 0.7774, grad_norm: 6.7429 2021-06-20 13:11:35,162 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 18:58:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9461, loss_cls: 0.7265, loss: 0.7265, grad_norm: 6.4102 2021-06-20 13:11:46,296 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 18:58:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9359, loss_cls: 0.8016, loss: 0.8016, grad_norm: 6.8686 2021-06-20 13:11:57,416 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 18:58:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8075, loss: 0.8075, grad_norm: 6.5544 2021-06-20 13:12:08,565 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 18:58:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9414, loss_cls: 0.7401, loss: 0.7401, grad_norm: 6.7591 2021-06-20 13:12:19,702 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 18:58:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8293, loss: 0.8293, grad_norm: 6.9213 2021-06-20 13:12:30,861 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 18:57:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7636, loss: 0.7636, grad_norm: 6.7659 2021-06-20 13:12:42,009 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 18:57:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7513, loss: 0.7513, grad_norm: 6.7613 2021-06-20 13:12:53,168 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 18:57:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8386, loss: 0.8386, grad_norm: 7.1453 2021-06-20 13:13:04,319 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 18:57:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9461, loss_cls: 0.7377, loss: 0.7377, grad_norm: 6.4702 2021-06-20 13:13:15,454 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 18:57:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9391, loss_cls: 0.7714, loss: 0.7714, grad_norm: 6.6323 2021-06-20 13:13:26,567 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 18:56:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9398, loss_cls: 0.7669, loss: 0.7669, grad_norm: 6.9392 2021-06-20 13:13:37,693 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 18:56:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8513, loss: 0.8513, grad_norm: 6.9738 2021-06-20 13:13:48,825 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 18:56:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7811, loss: 0.7811, grad_norm: 6.7887 2021-06-20 13:13:59,965 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 18:56:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9297, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.9681 2021-06-20 13:14:11,107 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 18:56:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9305, loss_cls: 0.7887, loss: 0.7887, grad_norm: 6.7999 2021-06-20 13:14:22,250 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 18:55:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7408, loss: 0.7408, grad_norm: 6.6070 2021-06-20 13:14:33,385 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 18:55:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9367, loss_cls: 0.7377, loss: 0.7377, grad_norm: 6.4461 2021-06-20 13:14:44,517 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 18:55:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7646, loss: 0.7646, grad_norm: 6.7239 2021-06-20 13:14:55,653 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 18:55:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9258, loss_cls: 0.8216, loss: 0.8216, grad_norm: 6.9722 2021-06-20 13:15:06,805 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 18:55:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9430, loss_cls: 0.7456, loss: 0.7456, grad_norm: 6.6458 2021-06-20 13:15:17,942 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 18:54:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.8131, loss: 0.8131, grad_norm: 6.8509 2021-06-20 13:15:29,080 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 18:54:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7913, loss: 0.7913, grad_norm: 6.6790 2021-06-20 13:15:40,217 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 18:54:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.8022, loss: 0.8022, grad_norm: 6.9319 2021-06-20 13:15:51,368 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 18:54:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7579, loss: 0.7579, grad_norm: 6.6511 2021-06-20 13:16:02,532 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 18:54:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9367, loss_cls: 0.7584, loss: 0.7584, grad_norm: 6.4939 2021-06-20 13:16:13,665 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 18:53:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9445, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.3176 2021-06-20 13:16:24,793 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 18:53:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7675, loss: 0.7675, grad_norm: 6.6612 2021-06-20 13:16:35,948 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 18:53:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9531, loss_cls: 0.6712, loss: 0.6712, grad_norm: 6.1311 2021-06-20 13:16:47,105 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 18:53:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7658, loss: 0.7658, grad_norm: 6.7340 2021-06-20 13:16:58,253 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 18:53:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9422, loss_cls: 0.7283, loss: 0.7283, grad_norm: 6.5969 2021-06-20 13:17:09,431 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 18:52:59, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7974, loss: 0.7974, grad_norm: 6.8976 2021-06-20 13:17:20,525 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 18:52:48, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7415, loss: 0.7415, grad_norm: 6.4672 2021-06-20 13:17:31,659 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 18:52:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7548, loss: 0.7548, grad_norm: 6.7518 2021-06-20 13:17:42,775 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 18:52:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9336, loss_cls: 0.8007, loss: 0.8007, grad_norm: 6.8429 2021-06-20 13:17:53,919 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 18:52:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8098, loss: 0.8098, grad_norm: 6.9419 2021-06-20 13:18:05,084 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 18:52:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7592, loss: 0.7592, grad_norm: 6.7251 2021-06-20 13:18:16,226 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 18:51:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.7027, loss: 0.7027, grad_norm: 6.4822 2021-06-20 13:18:27,353 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 18:51:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9406, loss_cls: 0.7774, loss: 0.7774, grad_norm: 6.8013 2021-06-20 13:18:38,484 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 18:51:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9586, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.5844 2021-06-20 13:18:49,637 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 18:51:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.7777, loss: 0.7777, grad_norm: 6.6252 2021-06-20 13:19:00,793 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 18:51:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9414, loss_cls: 0.7549, loss: 0.7549, grad_norm: 6.8418 2021-06-20 13:19:11,922 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 18:50:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.8020, loss: 0.8020, grad_norm: 6.7189 2021-06-20 13:19:23,044 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 18:50:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9422, loss_cls: 0.7612, loss: 0.7612, grad_norm: 6.6214 2021-06-20 13:19:34,190 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 18:50:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9414, loss_cls: 0.7402, loss: 0.7402, grad_norm: 6.4541 2021-06-20 13:19:45,336 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 18:50:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.7817, loss: 0.7817, grad_norm: 6.7558 2021-06-20 13:19:56,486 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 18:50:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9328, loss_cls: 0.8258, loss: 0.8258, grad_norm: 6.9440 2021-06-20 13:20:07,621 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 18:49:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7923, loss: 0.7923, grad_norm: 6.6972 2021-06-20 13:20:18,734 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 18:49:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9406, loss_cls: 0.7899, loss: 0.7899, grad_norm: 6.9136 2021-06-20 13:20:29,850 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 18:49:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.7247, loss: 0.7247, grad_norm: 6.4343 2021-06-20 13:20:40,973 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 18:49:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.5258 2021-06-20 13:20:52,106 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 18:49:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7632, loss: 0.7632, grad_norm: 6.5816 2021-06-20 13:21:03,250 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 18:48:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9398, loss_cls: 0.6999, loss: 0.6999, grad_norm: 6.4500 2021-06-20 13:21:14,388 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 18:48:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9328, loss_cls: 0.7698, loss: 0.7698, grad_norm: 6.7729 2021-06-20 13:21:25,501 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 18:48:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9383, loss_cls: 0.7606, loss: 0.7606, grad_norm: 6.7274 2021-06-20 13:21:36,622 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 18:48:18, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.7944, loss: 0.7944, grad_norm: 6.7598 2021-06-20 13:21:47,745 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 18:48:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9406, loss_cls: 0.8177, loss: 0.8177, grad_norm: 6.8832 2021-06-20 13:21:58,878 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 18:47:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7121, loss: 0.7121, grad_norm: 6.5886 2021-06-20 13:22:10,041 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 18:47:43, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9203, loss_cls: 0.8174, loss: 0.8174, grad_norm: 6.8512 2021-06-20 13:22:21,128 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 18:47:31, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9422, loss_cls: 0.7596, loss: 0.7596, grad_norm: 6.6293 2021-06-20 13:22:32,260 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 18:47:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8054, loss: 0.8054, grad_norm: 6.7819 2021-06-20 13:22:43,379 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 18:47:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.7743, loss: 0.7743, grad_norm: 6.6717 2021-06-20 13:22:54,525 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 18:46:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9266, loss_cls: 0.8218, loss: 0.8218, grad_norm: 6.8072 2021-06-20 13:23:05,653 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 18:46:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.7996, loss: 0.7996, grad_norm: 7.0469 2021-06-20 13:23:16,797 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 18:46:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.8061, loss: 0.8061, grad_norm: 6.7436 2021-06-20 13:23:27,932 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 18:46:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9461, loss_cls: 0.7563, loss: 0.7563, grad_norm: 6.6283 2021-06-20 13:23:39,068 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 18:46:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9477, loss_cls: 0.7414, loss: 0.7414, grad_norm: 6.4164 2021-06-20 13:23:50,206 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 18:45:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9289, loss_cls: 0.7795, loss: 0.7795, grad_norm: 6.8974 2021-06-20 13:24:01,340 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 18:45:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9445, loss_cls: 0.7744, loss: 0.7744, grad_norm: 6.8783 2021-06-20 13:24:12,483 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 18:45:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9391, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.7933 2021-06-20 13:24:23,631 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 18:45:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7619, loss: 0.7619, grad_norm: 6.5878 2021-06-20 13:24:34,785 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 18:45:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9484, loss_cls: 0.6932, loss: 0.6932, grad_norm: 6.5754 2021-06-20 13:24:45,926 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 18:44:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9313, loss_cls: 0.7872, loss: 0.7872, grad_norm: 6.7661 2021-06-20 13:24:57,086 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 18:44:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9383, loss_cls: 0.7572, loss: 0.7572, grad_norm: 6.5639 2021-06-20 13:25:08,226 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 18:44:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9516, loss_cls: 0.6876, loss: 0.6876, grad_norm: 6.5716 2021-06-20 13:25:19,363 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 18:44:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9383, loss_cls: 0.7645, loss: 0.7645, grad_norm: 6.5240 2021-06-20 13:25:30,506 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 18:44:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7536, loss: 0.7536, grad_norm: 6.6986 2021-06-20 13:25:41,632 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 18:44:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.7743, loss: 0.7743, grad_norm: 6.5759 2021-06-20 13:25:52,780 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 18:43:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9531, loss_cls: 0.6934, loss: 0.6934, grad_norm: 6.4487 2021-06-20 13:26:03,922 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 18:43:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9219, loss_cls: 0.8118, loss: 0.8118, grad_norm: 6.8906 2021-06-20 13:26:15,066 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 18:43:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7931, loss: 0.7931, grad_norm: 6.8360 2021-06-20 13:26:26,193 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 18:43:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9336, loss_cls: 0.8431, loss: 0.8431, grad_norm: 6.8621 2021-06-20 13:26:37,341 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 18:43:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.8197, loss: 0.8197, grad_norm: 6.9556 2021-06-20 13:26:48,465 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 18:42:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.7777 2021-06-20 13:26:59,603 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 18:42:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9414, loss_cls: 0.7500, loss: 0.7500, grad_norm: 6.5766 2021-06-20 13:27:10,757 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 18:42:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.8972, loss: 0.8972, grad_norm: 7.3687 2021-06-20 13:27:21,912 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 18:42:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9445, loss_cls: 0.7586, loss: 0.7586, grad_norm: 6.7358 2021-06-20 13:27:33,055 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 18:42:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8103, loss: 0.8103, grad_norm: 6.5984 2021-06-20 13:27:44,202 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 18:41:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9430, loss_cls: 0.7568, loss: 0.7568, grad_norm: 6.6035 2021-06-20 13:27:55,320 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 18:41:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7445, loss: 0.7445, grad_norm: 6.5334 2021-06-20 13:28:06,463 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 18:41:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9461, loss_cls: 0.7054, loss: 0.7054, grad_norm: 6.4923 2021-06-20 13:28:17,626 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 18:41:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9461, loss_cls: 0.7434, loss: 0.7434, grad_norm: 6.6483 2021-06-20 13:28:28,768 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 18:41:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.8087, loss: 0.8087, grad_norm: 6.8525 2021-06-20 13:28:39,927 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 18:40:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9367, loss_cls: 0.7322, loss: 0.7322, grad_norm: 6.4020 2021-06-20 13:28:51,074 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 18:40:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7965, loss: 0.7965, grad_norm: 6.8318 2021-06-20 13:29:02,231 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 18:40:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9422, loss_cls: 0.8026, loss: 0.8026, grad_norm: 6.9539 2021-06-20 13:29:13,376 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 18:40:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9531, loss_cls: 0.7180, loss: 0.7180, grad_norm: 6.6465 2021-06-20 13:29:31,331 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-06-20 13:31:32,746 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 18:40:40, time: 6.020, data_time: 5.207, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9437, loss_cls: 0.7347, loss: 0.7347, grad_norm: 6.8242 2021-06-20 13:31:43,918 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 18:40:29, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.9100 2021-06-20 13:31:55,022 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 18:40:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7423, loss: 0.7423, grad_norm: 6.5823 2021-06-20 13:32:06,143 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 18:40:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7607, loss: 0.7607, grad_norm: 6.7918 2021-06-20 13:32:17,274 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 18:39:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9219, loss_cls: 0.8447, loss: 0.8447, grad_norm: 6.9606 2021-06-20 13:32:28,395 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 18:39:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9414, loss_cls: 0.7469, loss: 0.7469, grad_norm: 6.4642 2021-06-20 13:32:39,523 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 18:39:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7414, loss: 0.7414, grad_norm: 6.6028 2021-06-20 13:32:50,666 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 18:39:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9305, loss_cls: 0.7884, loss: 0.7884, grad_norm: 6.8520 2021-06-20 13:33:01,784 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 18:39:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.8276, loss: 0.8276, grad_norm: 6.8648 2021-06-20 13:33:12,922 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 18:38:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9352, loss_cls: 0.7951, loss: 0.7951, grad_norm: 6.9202 2021-06-20 13:33:24,031 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 18:38:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9492, loss_cls: 0.7300, loss: 0.7300, grad_norm: 6.6110 2021-06-20 13:33:35,172 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 18:38:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9398, loss_cls: 0.7412, loss: 0.7412, grad_norm: 6.6956 2021-06-20 13:33:46,321 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 18:38:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9484, loss_cls: 0.7020, loss: 0.7020, grad_norm: 6.5406 2021-06-20 13:33:57,454 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 18:38:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9539, loss_cls: 0.7023, loss: 0.7023, grad_norm: 6.3072 2021-06-20 13:34:08,606 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 18:37:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7712, loss: 0.7712, grad_norm: 6.5157 2021-06-20 13:34:19,742 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 18:37:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7929, loss: 0.7929, grad_norm: 6.8582 2021-06-20 13:34:30,900 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 18:37:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9516, loss_cls: 0.7191, loss: 0.7191, grad_norm: 6.7086 2021-06-20 13:34:42,046 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 18:37:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9297, loss_cls: 0.7918, loss: 0.7918, grad_norm: 6.8057 2021-06-20 13:34:53,190 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 18:37:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7726, loss: 0.7726, grad_norm: 6.6939 2021-06-20 13:35:05,833 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 18:36:58, time: 0.630, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7642, loss: 0.7642, grad_norm: 6.6098 2021-06-20 13:35:16,960 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 18:36:46, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9289, loss_cls: 0.7780, loss: 0.7780, grad_norm: 6.6003 2021-06-20 13:35:28,091 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 18:36:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.7792, loss: 0.7792, grad_norm: 6.9295 2021-06-20 13:35:39,242 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 18:36:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.7964, loss: 0.7964, grad_norm: 6.6800 2021-06-20 13:35:50,361 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 18:36:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9352, loss_cls: 0.7547, loss: 0.7547, grad_norm: 6.6204 2021-06-20 13:36:01,514 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 18:35:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9352, loss_cls: 0.7667, loss: 0.7667, grad_norm: 6.8504 2021-06-20 13:36:12,734 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 18:35:48, time: 0.560, data_time: 0.006, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9383, loss_cls: 0.7859, loss: 0.7859, grad_norm: 6.6637 2021-06-20 13:36:23,856 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 18:35:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8266, loss: 0.8266, grad_norm: 6.7926 2021-06-20 13:36:34,998 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 18:35:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9453, loss_cls: 0.7340, loss: 0.7340, grad_norm: 6.6420 2021-06-20 13:36:46,137 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 18:35:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8221, loss: 0.8221, grad_norm: 7.1866 2021-06-20 13:36:57,278 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 18:35:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9398, loss_cls: 0.7160, loss: 0.7160, grad_norm: 6.3884 2021-06-20 13:37:08,445 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 18:34:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9414, loss_cls: 0.7613, loss: 0.7613, grad_norm: 6.7501 2021-06-20 13:37:19,590 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 18:34:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9375, loss_cls: 0.7315, loss: 0.7315, grad_norm: 6.5204 2021-06-20 13:37:30,748 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 18:34:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9344, loss_cls: 0.7429, loss: 0.7429, grad_norm: 6.6133 2021-06-20 13:37:41,878 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 18:34:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9406, loss_cls: 0.7978, loss: 0.7978, grad_norm: 7.0838 2021-06-20 13:37:53,019 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 18:34:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7753, loss: 0.7753, grad_norm: 6.6958 2021-06-20 13:38:04,170 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 18:33:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9344, loss_cls: 0.7706, loss: 0.7706, grad_norm: 7.0955 2021-06-20 13:38:15,311 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 18:33:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7569, loss: 0.7569, grad_norm: 6.8939 2021-06-20 13:38:26,458 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 18:33:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9547, loss_cls: 0.7115, loss: 0.7115, grad_norm: 6.6279 2021-06-20 13:38:37,588 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 18:33:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7479, loss: 0.7479, grad_norm: 6.8115 2021-06-20 13:38:48,728 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 18:33:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7487, loss: 0.7487, grad_norm: 6.9009 2021-06-20 13:38:59,861 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 18:32:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.7855, loss: 0.7855, grad_norm: 6.7413 2021-06-20 13:39:11,049 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 18:32:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9398, loss_cls: 0.7508, loss: 0.7508, grad_norm: 6.5640 2021-06-20 13:39:22,168 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 18:32:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9313, loss_cls: 0.7349, loss: 0.7349, grad_norm: 6.3715 2021-06-20 13:39:33,299 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 18:32:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9508, loss_cls: 0.7077, loss: 0.7077, grad_norm: 6.2576 2021-06-20 13:39:44,456 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 18:32:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9398, loss_cls: 0.7291, loss: 0.7291, grad_norm: 6.5385 2021-06-20 13:39:55,605 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 18:31:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.7892, loss: 0.7892, grad_norm: 6.8058 2021-06-20 13:40:06,739 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 18:31:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7414, loss: 0.7414, grad_norm: 6.6458 2021-06-20 13:40:17,883 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 18:31:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.3950 2021-06-20 13:40:29,026 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 18:31:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9547, loss_cls: 0.6911, loss: 0.6911, grad_norm: 6.5628 2021-06-20 13:40:40,167 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 18:31:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9406, loss_cls: 0.7142, loss: 0.7142, grad_norm: 6.4575 2021-06-20 13:40:51,331 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 18:30:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7416, loss: 0.7416, grad_norm: 6.4577 2021-06-20 13:41:02,479 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 18:30:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.7748, loss: 0.7748, grad_norm: 6.8224 2021-06-20 13:41:13,634 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 18:30:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7663, loss: 0.7663, grad_norm: 6.8954 2021-06-20 13:41:24,770 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 18:30:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7643, loss: 0.7643, grad_norm: 6.6155 2021-06-20 13:41:35,944 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 18:30:08, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.7232, loss: 0.7232, grad_norm: 6.5959 2021-06-20 13:41:47,089 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 18:29:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.7561, loss: 0.7561, grad_norm: 6.5154 2021-06-20 13:41:58,250 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 18:29:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7684, loss: 0.7684, grad_norm: 6.5713 2021-06-20 13:42:09,383 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 18:29:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9344, loss_cls: 0.7496, loss: 0.7496, grad_norm: 6.6480 2021-06-20 13:42:20,528 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 18:29:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9469, loss_cls: 0.7139, loss: 0.7139, grad_norm: 6.5453 2021-06-20 13:42:31,680 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 18:29:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9430, loss_cls: 0.7269, loss: 0.7269, grad_norm: 6.4134 2021-06-20 13:42:42,828 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 18:28:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9430, loss_cls: 0.7586, loss: 0.7586, grad_norm: 6.6900 2021-06-20 13:42:54,004 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 18:28:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9508, loss_cls: 0.6858, loss: 0.6858, grad_norm: 6.3663 2021-06-20 13:43:05,139 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 18:28:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9430, loss_cls: 0.7723, loss: 0.7723, grad_norm: 6.7274 2021-06-20 13:43:16,263 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 18:28:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7618, loss: 0.7618, grad_norm: 6.7374 2021-06-20 13:43:27,398 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 18:28:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9430, loss_cls: 0.7699, loss: 0.7699, grad_norm: 6.6276 2021-06-20 13:43:38,544 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 18:27:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9398, loss_cls: 0.7663, loss: 0.7663, grad_norm: 6.7090 2021-06-20 13:43:49,695 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 18:27:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9258, loss_cls: 0.8189, loss: 0.8189, grad_norm: 6.8935 2021-06-20 13:44:00,777 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 18:27:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.7021, loss: 0.7021, grad_norm: 6.9634 2021-06-20 13:44:11,914 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 18:27:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9586, loss_cls: 0.6801, loss: 0.6801, grad_norm: 6.3963 2021-06-20 13:44:23,054 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 18:27:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.8508 2021-06-20 13:44:34,195 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 18:27:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.6851, loss: 0.6851, grad_norm: 6.3632 2021-06-20 13:44:45,356 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 18:26:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.7795, loss: 0.7795, grad_norm: 6.9396 2021-06-20 13:44:56,463 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 18:26:37, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9313, loss_cls: 0.7402, loss: 0.7402, grad_norm: 6.5729 2021-06-20 13:45:07,654 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 18:26:25, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9305, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.7540 2021-06-20 13:45:18,803 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 18:26:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7282, loss: 0.7282, grad_norm: 6.4626 2021-06-20 13:45:29,940 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 18:26:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7396, loss: 0.7396, grad_norm: 6.5917 2021-06-20 13:45:41,078 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 18:25:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9398, loss_cls: 0.7604, loss: 0.7604, grad_norm: 6.8674 2021-06-20 13:45:52,214 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 18:25:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8038, loss: 0.8038, grad_norm: 6.7589 2021-06-20 13:46:03,358 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 18:25:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.7915, loss: 0.7915, grad_norm: 6.8550 2021-06-20 13:46:14,497 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 18:25:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9359, loss_cls: 0.7506, loss: 0.7506, grad_norm: 6.7107 2021-06-20 13:46:25,635 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 18:25:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9500, loss_cls: 0.7079, loss: 0.7079, grad_norm: 6.5595 2021-06-20 13:46:36,785 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 18:24:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9266, loss_cls: 0.8216, loss: 0.8216, grad_norm: 6.9252 2021-06-20 13:46:47,928 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 18:24:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.7464 2021-06-20 13:46:59,074 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 18:24:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8369, loss: 0.8369, grad_norm: 7.1654 2021-06-20 13:47:10,205 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 18:24:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9367, loss_cls: 0.7595, loss: 0.7595, grad_norm: 6.7946 2021-06-20 13:47:21,346 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 18:24:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.8094, loss: 0.8094, grad_norm: 7.0542 2021-06-20 13:47:32,491 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 18:23:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.7057, loss: 0.7057, grad_norm: 6.1385 2021-06-20 13:47:43,635 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 18:23:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8011, loss: 0.8011, grad_norm: 6.7221 2021-06-20 13:47:54,779 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 18:23:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9234, loss_cls: 0.8097, loss: 0.8097, grad_norm: 6.9032 2021-06-20 13:48:05,927 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 18:23:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7718, loss: 0.7718, grad_norm: 6.7508 2021-06-20 13:48:17,061 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 18:23:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9398, loss_cls: 0.7248, loss: 0.7248, grad_norm: 6.4720 2021-06-20 13:48:28,186 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 18:22:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9250, loss_cls: 0.8283, loss: 0.8283, grad_norm: 6.7575 2021-06-20 13:48:39,327 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 18:22:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7932, loss: 0.7932, grad_norm: 6.8566 2021-06-20 13:48:50,453 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 18:22:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9359, loss_cls: 0.7819, loss: 0.7819, grad_norm: 6.7403 2021-06-20 13:49:01,595 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 18:22:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.7994, loss: 0.7994, grad_norm: 6.9138 2021-06-20 13:49:12,710 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 18:22:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9352, loss_cls: 0.8085, loss: 0.8085, grad_norm: 6.9430 2021-06-20 13:49:23,854 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 18:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9406, loss_cls: 0.7598, loss: 0.7598, grad_norm: 6.7760 2021-06-20 13:49:35,008 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 18:21:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9391, loss_cls: 0.7364, loss: 0.7364, grad_norm: 6.4987 2021-06-20 13:49:46,142 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 18:21:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9320, loss_cls: 0.7714, loss: 0.7714, grad_norm: 6.5860 2021-06-20 13:49:57,293 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 18:21:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9398, loss_cls: 0.7876, loss: 0.7876, grad_norm: 6.6788 2021-06-20 13:50:08,437 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 18:21:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9242, loss_cls: 0.8157, loss: 0.8157, grad_norm: 6.9271 2021-06-20 13:50:19,594 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 18:20:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8186, loss: 0.8186, grad_norm: 6.9761 2021-06-20 13:50:30,845 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 18:20:45, time: 0.563, data_time: 0.008, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9367, loss_cls: 0.7449, loss: 0.7449, grad_norm: 6.5044 2021-06-20 13:50:41,995 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 18:20:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9250, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.7097 2021-06-20 13:50:53,153 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 18:20:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9344, loss_cls: 0.7581, loss: 0.7581, grad_norm: 6.8860 2021-06-20 13:51:04,295 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 18:20:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7986, loss: 0.7986, grad_norm: 6.7627 2021-06-20 13:51:15,431 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 18:19:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7691, loss: 0.7691, grad_norm: 6.8534 2021-06-20 13:51:26,576 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 18:19:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9453, loss_cls: 0.7464, loss: 0.7464, grad_norm: 6.7886 2021-06-20 13:51:37,717 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 18:19:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7320, loss: 0.7320, grad_norm: 6.6227 2021-06-20 13:51:48,872 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 18:19:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9406, loss_cls: 0.7873, loss: 0.7873, grad_norm: 6.9994 2021-06-20 13:52:00,007 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 18:19:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7677, loss: 0.7677, grad_norm: 6.6416 2021-06-20 13:52:11,110 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 18:18:59, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9398, loss_cls: 0.7791, loss: 0.7791, grad_norm: 6.8132 2021-06-20 13:52:22,260 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 18:18:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9391, loss_cls: 0.7648, loss: 0.7648, grad_norm: 6.8900 2021-06-20 13:52:33,426 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 18:18:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.5731 2021-06-20 13:52:44,578 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 18:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9281, loss_cls: 0.8136, loss: 0.8136, grad_norm: 6.8173 2021-06-20 13:52:55,733 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 18:18:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7694, loss: 0.7694, grad_norm: 6.6645 2021-06-20 13:53:06,884 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 18:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9336, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.5660 2021-06-20 13:53:18,007 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 18:17:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9398, loss_cls: 0.7546, loss: 0.7546, grad_norm: 6.8058 2021-06-20 13:53:29,157 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 18:17:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9484, loss_cls: 0.7165, loss: 0.7165, grad_norm: 6.6593 2021-06-20 13:53:40,285 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 18:17:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.7941, loss: 0.7941, grad_norm: 6.7767 2021-06-20 13:53:51,438 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 18:17:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7322, loss: 0.7322, grad_norm: 6.7282 2021-06-20 13:54:02,588 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 18:17:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8523, loss: 0.8523, grad_norm: 7.1261 2021-06-20 13:54:13,724 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 18:16:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7615, loss: 0.7615, grad_norm: 6.8025 2021-06-20 13:54:24,864 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 18:16:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8248, loss: 0.8248, grad_norm: 6.9505 2021-06-20 13:54:36,001 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 18:16:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7382, loss: 0.7382, grad_norm: 6.6634 2021-06-20 13:54:47,173 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 18:16:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9313, loss_cls: 0.7828, loss: 0.7828, grad_norm: 6.8531 2021-06-20 13:54:58,319 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 18:16:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7663, loss: 0.7663, grad_norm: 6.8612 2021-06-20 13:55:09,495 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 18:15:52, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7385, loss: 0.7385, grad_norm: 6.7439 2021-06-20 13:55:20,630 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 18:15:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7643, loss: 0.7643, grad_norm: 6.9321 2021-06-20 13:55:31,771 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 18:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.6830 2021-06-20 13:55:42,922 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 18:15:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9375, loss_cls: 0.7462, loss: 0.7462, grad_norm: 6.7747 2021-06-20 13:55:54,081 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 18:15:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9406, loss_cls: 0.7707, loss: 0.7707, grad_norm: 7.0302 2021-06-20 13:56:05,221 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 18:14:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9398, loss_cls: 0.7271, loss: 0.7271, grad_norm: 6.3542 2021-06-20 13:56:16,358 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 18:14:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9492, loss_cls: 0.7128, loss: 0.7128, grad_norm: 6.7441 2021-06-20 13:56:27,515 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 18:14:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9313, loss_cls: 0.7996, loss: 0.7996, grad_norm: 6.9609 2021-06-20 13:56:38,652 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 18:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.7900, loss: 0.7900, grad_norm: 6.9564 2021-06-20 13:56:49,813 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 18:14:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.7937 2021-06-20 13:57:00,951 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 18:13:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.8043, loss: 0.8043, grad_norm: 7.0143 2021-06-20 13:57:12,103 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 18:13:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9383, loss_cls: 0.7444, loss: 0.7444, grad_norm: 6.6102 2021-06-20 13:57:23,232 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 18:13:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8366, loss: 0.8366, grad_norm: 6.9751 2021-06-20 13:57:34,413 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 18:13:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7523, loss: 0.7523, grad_norm: 6.6305 2021-06-20 13:57:45,540 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 18:13:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8318, loss: 0.8318, grad_norm: 7.1094 2021-06-20 13:57:56,680 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 18:12:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9328, loss_cls: 0.7400, loss: 0.7400, grad_norm: 6.5877 2021-06-20 13:58:07,822 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 18:12:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.8149, loss: 0.8149, grad_norm: 7.1620 2021-06-20 13:58:18,967 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 18:12:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.7397 2021-06-20 13:58:30,148 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 18:12:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9383, loss_cls: 0.7887, loss: 0.7887, grad_norm: 7.0712 2021-06-20 13:58:41,254 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 18:12:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7602, loss: 0.7602, grad_norm: 6.7472 2021-06-20 13:58:52,396 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 18:11:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9383, loss_cls: 0.7399, loss: 0.7399, grad_norm: 6.6710 2021-06-20 13:59:03,542 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 18:11:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9328, loss_cls: 0.7948, loss: 0.7948, grad_norm: 6.9939 2021-06-20 13:59:14,695 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 18:11:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7772, loss: 0.7772, grad_norm: 6.9231 2021-06-20 13:59:25,808 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 18:11:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9344, loss_cls: 0.7654, loss: 0.7654, grad_norm: 6.9324 2021-06-20 13:59:36,948 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 18:11:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.8012, loss: 0.8012, grad_norm: 6.9867 2021-06-20 13:59:48,109 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 18:10:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7360, loss: 0.7360, grad_norm: 6.7365 2021-06-20 13:59:59,253 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 18:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.7554, loss: 0.7554, grad_norm: 6.7097 2021-06-20 14:00:10,411 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 18:10:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.7852, loss: 0.7852, grad_norm: 6.8236 2021-06-20 14:00:21,532 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 18:10:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8110, loss: 0.8110, grad_norm: 7.0394 2021-06-20 14:00:32,656 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 18:10:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9344, loss_cls: 0.8203, loss: 0.8203, grad_norm: 7.0352 2021-06-20 14:00:43,796 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 18:10:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7707, loss: 0.7707, grad_norm: 6.5469 2021-06-20 14:00:54,936 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 18:09:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9141, loss_cls: 0.8861, loss: 0.8861, grad_norm: 7.0973 2021-06-20 14:01:06,093 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 18:09:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9367, loss_cls: 0.7231, loss: 0.7231, grad_norm: 6.6659 2021-06-20 14:01:17,248 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 18:09:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9344, loss_cls: 0.7642, loss: 0.7642, grad_norm: 6.8237 2021-06-20 14:01:28,396 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 18:09:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9250, loss_cls: 0.8138, loss: 0.8138, grad_norm: 6.8638 2021-06-20 14:01:39,512 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 18:09:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.7935, loss: 0.7935, grad_norm: 6.7279 2021-06-20 14:01:50,656 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 18:08:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.7938, loss: 0.7938, grad_norm: 6.6860 2021-06-20 14:02:01,817 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 18:08:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9437, loss_cls: 0.7387, loss: 0.7387, grad_norm: 6.6835 2021-06-20 14:02:12,957 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 18:08:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8131, loss: 0.8131, grad_norm: 6.7629 2021-06-20 14:02:24,107 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 18:08:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7320, loss: 0.7320, grad_norm: 6.6937 2021-06-20 14:02:35,239 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 18:08:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7587, loss: 0.7587, grad_norm: 6.5868 2021-06-20 14:02:46,377 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 18:07:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7772, loss: 0.7772, grad_norm: 6.9494 2021-06-20 14:02:57,516 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 18:07:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.7525, loss: 0.7525, grad_norm: 7.0115 2021-06-20 14:03:08,670 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 18:07:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9305, loss_cls: 0.7370, loss: 0.7370, grad_norm: 6.5051 2021-06-20 14:03:19,827 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 18:07:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9406, loss_cls: 0.7347, loss: 0.7347, grad_norm: 6.7607 2021-06-20 14:03:30,979 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 18:07:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8295, loss: 0.8295, grad_norm: 7.1543 2021-06-20 14:03:42,136 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 18:06:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9281, loss_cls: 0.8333, loss: 0.8333, grad_norm: 7.1086 2021-06-20 14:03:53,275 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 18:06:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9305, loss_cls: 0.7640, loss: 0.7640, grad_norm: 6.6510 2021-06-20 14:04:04,422 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 18:06:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6833, loss: 0.6833, grad_norm: 6.3924 2021-06-20 14:04:15,560 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 18:06:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9531, loss_cls: 0.6737, loss: 0.6737, grad_norm: 6.3079 2021-06-20 14:04:26,698 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 18:06:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9492, loss_cls: 0.7257, loss: 0.7257, grad_norm: 6.5755 2021-06-20 14:04:37,831 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 18:05:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9289, loss_cls: 0.7757, loss: 0.7757, grad_norm: 6.9194 2021-06-20 14:04:48,975 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 18:05:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9414, loss_cls: 0.7556, loss: 0.7556, grad_norm: 6.7608 2021-06-20 14:05:00,123 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 18:05:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9453, loss_cls: 0.7310, loss: 0.7310, grad_norm: 6.8297 2021-06-20 14:05:11,307 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 18:05:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7629, loss: 0.7629, grad_norm: 6.8621 2021-06-20 14:05:22,442 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 18:05:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7628, loss: 0.7628, grad_norm: 6.5594 2021-06-20 14:05:33,608 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 18:04:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.7936, loss: 0.7936, grad_norm: 6.8327 2021-06-20 14:05:44,756 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 18:04:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.7873, loss: 0.7873, grad_norm: 6.7162 2021-06-20 14:05:55,917 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 18:04:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9430, loss_cls: 0.7361, loss: 0.7361, grad_norm: 6.6029 2021-06-20 14:06:07,053 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 18:04:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7391, loss: 0.7391, grad_norm: 6.5228 2021-06-20 14:06:18,246 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-06-20 14:07:39,657 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 18:04:24, time: 3.988, data_time: 3.401, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7197, loss: 0.7197, grad_norm: 6.4191 2021-06-20 14:07:50,786 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 18:04:13, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9313, loss_cls: 0.7820, loss: 0.7820, grad_norm: 6.6760 2021-06-20 14:08:01,888 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 18:04:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9406, loss_cls: 0.7266, loss: 0.7266, grad_norm: 6.7820 2021-06-20 14:08:13,008 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 18:03:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9430, loss_cls: 0.7575, loss: 0.7575, grad_norm: 6.6480 2021-06-20 14:08:24,108 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 18:03:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7719, loss: 0.7719, grad_norm: 6.6226 2021-06-20 14:08:35,234 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 18:03:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7523, loss: 0.7523, grad_norm: 6.7614 2021-06-20 14:08:46,320 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 18:03:14, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9430, loss_cls: 0.7811, loss: 0.7811, grad_norm: 7.0898 2021-06-20 14:08:57,452 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 18:03:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7472, loss: 0.7472, grad_norm: 6.7614 2021-06-20 14:09:08,600 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 18:02:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7257, loss: 0.7257, grad_norm: 6.4731 2021-06-20 14:09:19,733 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 18:02:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9414, loss_cls: 0.7300, loss: 0.7300, grad_norm: 6.5802 2021-06-20 14:09:30,852 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 18:02:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6690, loss: 0.6690, grad_norm: 6.4474 2021-06-20 14:09:41,999 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 18:02:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7182, loss: 0.7182, grad_norm: 6.7460 2021-06-20 14:09:53,144 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 18:02:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9445, loss_cls: 0.7284, loss: 0.7284, grad_norm: 6.9833 2021-06-20 14:10:04,575 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 18:01:52, time: 0.571, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9344, loss_cls: 0.7286, loss: 0.7286, grad_norm: 6.6727 2021-06-20 14:10:15,703 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 18:01:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7062, loss: 0.7062, grad_norm: 6.6101 2021-06-20 14:10:26,851 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 18:01:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9367, loss_cls: 0.7443, loss: 0.7443, grad_norm: 6.8678 2021-06-20 14:10:37,974 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 18:01:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9484, loss_cls: 0.6946, loss: 0.6946, grad_norm: 6.6819 2021-06-20 14:10:49,128 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 18:01:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7679, loss: 0.7679, grad_norm: 7.0415 2021-06-20 14:11:00,279 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 18:00:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9313, loss_cls: 0.7818, loss: 0.7818, grad_norm: 6.8790 2021-06-20 14:11:11,423 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 18:00:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9500, loss_cls: 0.6827, loss: 0.6827, grad_norm: 6.5039 2021-06-20 14:11:22,553 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 18:00:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.7136, loss: 0.7136, grad_norm: 6.5137 2021-06-20 14:11:33,694 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 18:00:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9383, loss_cls: 0.7333, loss: 0.7333, grad_norm: 6.5006 2021-06-20 14:11:44,840 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 18:00:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.7633, loss: 0.7633, grad_norm: 6.7256 2021-06-20 14:11:55,980 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 17:59:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9406, loss_cls: 0.7085, loss: 0.7085, grad_norm: 6.4647 2021-06-20 14:12:07,121 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 17:59:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9328, loss_cls: 0.7650, loss: 0.7650, grad_norm: 6.8001 2021-06-20 14:12:18,257 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 17:59:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9430, loss_cls: 0.7099, loss: 0.7099, grad_norm: 6.3711 2021-06-20 14:12:29,382 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 17:59:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9445, loss_cls: 0.7375, loss: 0.7375, grad_norm: 6.8353 2021-06-20 14:12:40,534 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 17:59:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9313, loss_cls: 0.7485, loss: 0.7485, grad_norm: 6.6101 2021-06-20 14:12:51,674 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 17:58:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9398, loss_cls: 0.8166, loss: 0.8166, grad_norm: 7.0575 2021-06-20 14:13:02,822 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 17:58:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7535, loss: 0.7535, grad_norm: 6.9916 2021-06-20 14:13:13,972 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 17:58:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9344, loss_cls: 0.7863, loss: 0.7863, grad_norm: 7.0907 2021-06-20 14:13:25,103 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 17:58:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9477, loss_cls: 0.7122, loss: 0.7122, grad_norm: 6.5697 2021-06-20 14:13:36,232 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 17:58:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9437, loss_cls: 0.7526, loss: 0.7526, grad_norm: 6.8026 2021-06-20 14:13:47,366 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 17:57:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9383, loss_cls: 0.7216, loss: 0.7216, grad_norm: 6.5649 2021-06-20 14:13:58,519 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 17:57:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7750, loss: 0.7750, grad_norm: 6.9119 2021-06-20 14:14:09,666 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 17:57:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.7057, loss: 0.7057, grad_norm: 6.5020 2021-06-20 14:14:20,783 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 17:57:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7850, loss: 0.7850, grad_norm: 7.1055 2021-06-20 14:14:31,931 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 17:57:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7852, loss: 0.7852, grad_norm: 6.7428 2021-06-20 14:14:43,074 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 17:56:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7687, loss: 0.7687, grad_norm: 6.8840 2021-06-20 14:14:54,212 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 17:56:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9320, loss_cls: 0.7765, loss: 0.7765, grad_norm: 6.8940 2021-06-20 14:15:05,374 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 17:56:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9461, loss_cls: 0.6735, loss: 0.6735, grad_norm: 6.3356 2021-06-20 14:15:16,500 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 17:56:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7408, loss: 0.7408, grad_norm: 6.8358 2021-06-20 14:15:27,648 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 17:56:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7602, loss: 0.7602, grad_norm: 6.8267 2021-06-20 14:15:38,800 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 17:56:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9430, loss_cls: 0.7288, loss: 0.7288, grad_norm: 6.7532 2021-06-20 14:15:49,948 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 17:55:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7774, loss: 0.7774, grad_norm: 6.8805 2021-06-20 14:16:01,091 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 17:55:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8210, loss: 0.8210, grad_norm: 6.9650 2021-06-20 14:16:12,214 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 17:55:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.7990, loss: 0.7990, grad_norm: 6.8901 2021-06-20 14:16:23,353 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 17:55:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9516, loss_cls: 0.6775, loss: 0.6775, grad_norm: 6.5562 2021-06-20 14:16:34,474 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 17:55:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9461, loss_cls: 0.7232, loss: 0.7232, grad_norm: 6.7970 2021-06-20 14:16:45,622 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 17:54:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8357, loss: 0.8357, grad_norm: 7.0825 2021-06-20 14:16:56,776 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 17:54:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.7620, loss: 0.7620, grad_norm: 6.9448 2021-06-20 14:17:07,902 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 17:54:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9430, loss_cls: 0.7178, loss: 0.7178, grad_norm: 6.5559 2021-06-20 14:17:19,056 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 17:54:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8561, loss: 0.8561, grad_norm: 7.4022 2021-06-20 14:17:30,182 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 17:54:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9445, loss_cls: 0.7507, loss: 0.7507, grad_norm: 6.7520 2021-06-20 14:17:41,314 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 17:53:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9398, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.6855 2021-06-20 14:17:52,472 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 17:53:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9461, loss_cls: 0.7663, loss: 0.7663, grad_norm: 7.0609 2021-06-20 14:18:03,617 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 17:53:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9414, loss_cls: 0.7174, loss: 0.7174, grad_norm: 6.6243 2021-06-20 14:18:14,749 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 17:53:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9398, loss_cls: 0.7797, loss: 0.7797, grad_norm: 6.9950 2021-06-20 14:18:25,885 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 17:53:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9406, loss_cls: 0.7417, loss: 0.7417, grad_norm: 6.8479 2021-06-20 14:18:37,038 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 17:52:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9367, loss_cls: 0.7111, loss: 0.7111, grad_norm: 6.5285 2021-06-20 14:18:48,192 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 17:52:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9352, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.6663 2021-06-20 14:18:59,331 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 17:52:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9344, loss_cls: 0.7409, loss: 0.7409, grad_norm: 6.6852 2021-06-20 14:19:10,485 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 17:52:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7503, loss: 0.7503, grad_norm: 6.8026 2021-06-20 14:19:21,631 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 17:52:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.7781, loss: 0.7781, grad_norm: 7.0840 2021-06-20 14:19:32,788 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 17:51:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.8133, loss: 0.8133, grad_norm: 6.9316 2021-06-20 14:19:43,928 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 17:51:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9508, loss_cls: 0.7359, loss: 0.7359, grad_norm: 6.8400 2021-06-20 14:19:55,058 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 17:51:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7766, loss: 0.7766, grad_norm: 6.8962 2021-06-20 14:20:06,238 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 17:51:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9414, loss_cls: 0.7875, loss: 0.7875, grad_norm: 7.0916 2021-06-20 14:20:17,389 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 17:51:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9477, loss_cls: 0.7340, loss: 0.7340, grad_norm: 6.5332 2021-06-20 14:20:28,524 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 17:50:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7409, loss: 0.7409, grad_norm: 6.5679 2021-06-20 14:20:39,664 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 17:50:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.8126, loss: 0.8126, grad_norm: 7.0235 2021-06-20 14:20:50,792 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 17:50:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9422, loss_cls: 0.7490, loss: 0.7490, grad_norm: 6.6537 2021-06-20 14:21:01,940 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 17:50:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.7668, loss: 0.7668, grad_norm: 6.6880 2021-06-20 14:21:13,085 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 17:50:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9414, loss_cls: 0.7764, loss: 0.7764, grad_norm: 6.7634 2021-06-20 14:21:24,199 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 17:49:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.7204, loss: 0.7204, grad_norm: 6.4513 2021-06-20 14:21:35,342 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 17:49:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7579, loss: 0.7579, grad_norm: 6.7313 2021-06-20 14:21:46,462 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 17:49:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7692, loss: 0.7692, grad_norm: 6.8014 2021-06-20 14:21:57,606 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 17:49:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9305, loss_cls: 0.7704, loss: 0.7704, grad_norm: 6.6854 2021-06-20 14:22:08,747 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 17:49:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.7402, loss: 0.7402, grad_norm: 6.6222 2021-06-20 14:22:19,894 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 17:48:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7943, loss: 0.7943, grad_norm: 6.7689 2021-06-20 14:22:31,047 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 17:48:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.7235, loss: 0.7235, grad_norm: 6.9158 2021-06-20 14:22:42,186 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 17:48:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9430, loss_cls: 0.7400, loss: 0.7400, grad_norm: 6.8354 2021-06-20 14:22:53,320 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 17:48:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9484, loss_cls: 0.6787, loss: 0.6787, grad_norm: 6.4341 2021-06-20 14:23:04,457 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 17:48:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7480, loss: 0.7480, grad_norm: 7.1654 2021-06-20 14:23:15,610 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 17:48:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9305, loss_cls: 0.8053, loss: 0.8053, grad_norm: 6.5438 2021-06-20 14:23:26,743 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 17:47:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7749, loss: 0.7749, grad_norm: 6.8233 2021-06-20 14:23:37,880 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 17:47:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9437, loss_cls: 0.7455, loss: 0.7455, grad_norm: 6.8713 2021-06-20 14:23:49,037 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 17:47:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.7662, loss: 0.7662, grad_norm: 6.9968 2021-06-20 14:24:00,173 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 17:47:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9422, loss_cls: 0.7137, loss: 0.7137, grad_norm: 6.4733 2021-06-20 14:24:11,330 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 17:47:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9375, loss_cls: 0.7428, loss: 0.7428, grad_norm: 6.8011 2021-06-20 14:24:22,465 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 17:46:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8187, loss: 0.8187, grad_norm: 6.7903 2021-06-20 14:24:33,592 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 17:46:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9367, loss_cls: 0.7165, loss: 0.7165, grad_norm: 6.7704 2021-06-20 14:24:44,724 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 17:46:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.9905 2021-06-20 14:24:55,902 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 17:46:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9430, loss_cls: 0.7467, loss: 0.7467, grad_norm: 6.7452 2021-06-20 14:25:07,044 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 17:46:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7828, loss: 0.7828, grad_norm: 6.7598 2021-06-20 14:25:18,181 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 17:45:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7464, loss: 0.7464, grad_norm: 6.6817 2021-06-20 14:25:29,323 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 17:45:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9430, loss_cls: 0.7517, loss: 0.7517, grad_norm: 6.8912 2021-06-20 14:25:40,461 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 17:45:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7846, loss: 0.7846, grad_norm: 6.8789 2021-06-20 14:25:51,597 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 17:45:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9375, loss_cls: 0.7656, loss: 0.7656, grad_norm: 6.7197 2021-06-20 14:26:02,740 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 17:45:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9383, loss_cls: 0.7615, loss: 0.7615, grad_norm: 6.8254 2021-06-20 14:26:13,881 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 17:44:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.7092, loss: 0.7092, grad_norm: 6.5415 2021-06-20 14:26:25,023 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 17:44:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7128, loss: 0.7128, grad_norm: 6.6382 2021-06-20 14:26:36,178 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 17:44:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7904, loss: 0.7904, grad_norm: 7.0242 2021-06-20 14:26:47,307 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 17:44:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9453, loss_cls: 0.7357, loss: 0.7357, grad_norm: 6.7949 2021-06-20 14:26:58,455 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 17:44:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9398, loss_cls: 0.7229, loss: 0.7229, grad_norm: 6.6561 2021-06-20 14:27:09,582 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 17:43:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9437, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.8120 2021-06-20 14:27:20,737 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 17:43:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.7879, loss: 0.7879, grad_norm: 6.9653 2021-06-20 14:27:31,887 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 17:43:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7715, loss: 0.7715, grad_norm: 6.8895 2021-06-20 14:27:42,995 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 17:43:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9383, loss_cls: 0.7721, loss: 0.7721, grad_norm: 6.8491 2021-06-20 14:27:54,097 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 17:43:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9391, loss_cls: 0.7242, loss: 0.7242, grad_norm: 6.6287 2021-06-20 14:28:05,181 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 17:42:55, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7901, loss: 0.7901, grad_norm: 6.8475 2021-06-20 14:28:16,303 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 17:42:44, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9344, loss_cls: 0.7289, loss: 0.7289, grad_norm: 6.7973 2021-06-20 14:28:27,387 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 17:42:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9430, loss_cls: 0.7579, loss: 0.7579, grad_norm: 6.8667 2021-06-20 14:28:38,483 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 17:42:20, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9320, loss_cls: 0.7629, loss: 0.7629, grad_norm: 6.8994 2021-06-20 14:28:49,598 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 17:42:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9484, loss_cls: 0.7198, loss: 0.7198, grad_norm: 7.0144 2021-06-20 14:29:00,743 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 17:41:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9344, loss_cls: 0.7673, loss: 0.7673, grad_norm: 7.0064 2021-06-20 14:29:11,903 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 17:41:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7679, loss: 0.7679, grad_norm: 6.9441 2021-06-20 14:29:23,058 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 17:41:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9516, loss_cls: 0.7110, loss: 0.7110, grad_norm: 6.9389 2021-06-20 14:29:34,205 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 17:41:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.8299, loss: 0.8299, grad_norm: 6.9175 2021-06-20 14:29:45,353 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 17:41:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7494, loss: 0.7494, grad_norm: 6.8746 2021-06-20 14:29:56,505 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 17:40:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9484, loss_cls: 0.7108, loss: 0.7108, grad_norm: 6.7333 2021-06-20 14:30:07,673 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 17:40:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7114, loss: 0.7114, grad_norm: 6.8644 2021-06-20 14:30:18,817 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 17:40:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9344, loss_cls: 0.7524, loss: 0.7524, grad_norm: 6.5599 2021-06-20 14:30:29,949 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 17:40:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9430, loss_cls: 0.7069, loss: 0.7069, grad_norm: 6.5316 2021-06-20 14:30:41,086 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 17:40:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9398, loss_cls: 0.7384, loss: 0.7384, grad_norm: 6.7236 2021-06-20 14:30:52,221 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 17:40:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7504, loss: 0.7504, grad_norm: 6.8526 2021-06-20 14:31:03,354 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 17:39:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.7863, loss: 0.7863, grad_norm: 6.7550 2021-06-20 14:31:14,511 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 17:39:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7972, loss: 0.7972, grad_norm: 6.8966 2021-06-20 14:31:25,649 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 17:39:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7975, loss: 0.7975, grad_norm: 7.0482 2021-06-20 14:31:36,801 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 17:39:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.7779, loss: 0.7779, grad_norm: 6.8637 2021-06-20 14:31:47,954 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 17:39:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9414, loss_cls: 0.7273, loss: 0.7273, grad_norm: 6.7005 2021-06-20 14:31:59,102 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 17:38:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9320, loss_cls: 0.7968, loss: 0.7968, grad_norm: 7.0377 2021-06-20 14:32:10,265 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 17:38:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7471, loss: 0.7471, grad_norm: 6.6912 2021-06-20 14:32:21,360 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 17:38:26, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.7637, loss: 0.7637, grad_norm: 6.9093 2021-06-20 14:32:32,525 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 17:38:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9406, loss_cls: 0.7068, loss: 0.7068, grad_norm: 6.6113 2021-06-20 14:32:43,653 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 17:38:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9461, loss_cls: 0.7457, loss: 0.7457, grad_norm: 6.9324 2021-06-20 14:32:54,774 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 17:37:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9367, loss_cls: 0.7662, loss: 0.7662, grad_norm: 6.5436 2021-06-20 14:33:05,937 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 17:37:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9477, loss_cls: 0.7243, loss: 0.7243, grad_norm: 6.8244 2021-06-20 14:33:17,083 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 17:37:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9180, loss_cls: 0.8794, loss: 0.8794, grad_norm: 7.3938 2021-06-20 14:33:28,204 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 17:37:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.8274, loss: 0.8274, grad_norm: 7.0008 2021-06-20 14:33:39,355 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 17:37:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8261, loss: 0.8261, grad_norm: 6.9815 2021-06-20 14:33:50,516 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 17:36:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7956, loss: 0.7956, grad_norm: 6.6994 2021-06-20 14:34:01,661 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 17:36:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7752, loss: 0.7752, grad_norm: 6.7353 2021-06-20 14:34:12,803 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 17:36:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9219, loss_cls: 0.8491, loss: 0.8491, grad_norm: 6.9141 2021-06-20 14:34:23,944 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 17:36:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9484, loss_cls: 0.7182, loss: 0.7182, grad_norm: 6.7027 2021-06-20 14:34:35,078 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 17:36:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7388, loss: 0.7388, grad_norm: 6.7845 2021-06-20 14:34:46,239 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 17:35:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9430, loss_cls: 0.7301, loss: 0.7301, grad_norm: 6.8498 2021-06-20 14:34:57,374 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 17:35:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9437, loss_cls: 0.7647, loss: 0.7647, grad_norm: 6.9093 2021-06-20 14:35:08,562 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 17:35:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9383, loss_cls: 0.7257, loss: 0.7257, grad_norm: 6.4050 2021-06-20 14:35:19,709 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 17:35:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.7176, loss: 0.7176, grad_norm: 6.7237 2021-06-20 14:35:30,838 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 17:35:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9305, loss_cls: 0.8584, loss: 0.8584, grad_norm: 7.3253 2021-06-20 14:35:41,995 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 17:34:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9250, loss_cls: 0.8449, loss: 0.8449, grad_norm: 7.2941 2021-06-20 14:35:53,128 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 17:34:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7352, loss: 0.7352, grad_norm: 6.7080 2021-06-20 14:36:04,265 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 17:34:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7439, loss: 0.7439, grad_norm: 6.7869 2021-06-20 14:36:15,414 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 17:34:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9531, loss_cls: 0.7369, loss: 0.7369, grad_norm: 6.7061 2021-06-20 14:36:26,559 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 17:34:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9398, loss_cls: 0.7856, loss: 0.7856, grad_norm: 6.9904 2021-06-20 14:36:37,703 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 17:33:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9313, loss_cls: 0.7546, loss: 0.7546, grad_norm: 6.6614 2021-06-20 14:36:48,847 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 17:33:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9336, loss_cls: 0.7959, loss: 0.7959, grad_norm: 6.9027 2021-06-20 14:36:59,988 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 17:33:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.7321, loss: 0.7321, grad_norm: 6.5280 2021-06-20 14:37:11,124 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 17:33:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9484, loss_cls: 0.7743, loss: 0.7743, grad_norm: 7.0439 2021-06-20 14:37:22,254 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 17:33:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9383, loss_cls: 0.7707, loss: 0.7707, grad_norm: 7.0339 2021-06-20 14:37:33,403 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 17:32:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9484, loss_cls: 0.7392, loss: 0.7392, grad_norm: 6.6912 2021-06-20 14:37:44,563 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 17:32:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.7822, loss: 0.7822, grad_norm: 6.7705 2021-06-20 14:37:55,669 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 17:32:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7600, loss: 0.7600, grad_norm: 6.8915 2021-06-20 14:38:06,802 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 17:32:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9461, loss_cls: 0.7793, loss: 0.7793, grad_norm: 6.9389 2021-06-20 14:38:17,944 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 17:32:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9508, loss_cls: 0.7064, loss: 0.7064, grad_norm: 6.6849 2021-06-20 14:38:29,062 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 17:32:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8063, loss: 0.8063, grad_norm: 7.1833 2021-06-20 14:38:40,200 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 17:31:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7426, loss: 0.7426, grad_norm: 6.8505 2021-06-20 14:38:51,354 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 17:31:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9406, loss_cls: 0.7250, loss: 0.7250, grad_norm: 6.5905 2021-06-20 14:39:02,458 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 17:31:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9297, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.6282 2021-06-20 14:39:13,617 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 17:31:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9437, loss_cls: 0.7324, loss: 0.7324, grad_norm: 6.5754 2021-06-20 14:39:24,740 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 17:31:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9398, loss_cls: 0.7139, loss: 0.7139, grad_norm: 6.6363 2021-06-20 14:39:35,905 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 17:30:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9500, loss_cls: 0.7365, loss: 0.7365, grad_norm: 7.0384 2021-06-20 14:39:47,064 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 17:30:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9492, loss_cls: 0.6996, loss: 0.6996, grad_norm: 6.7969 2021-06-20 14:39:58,202 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 17:30:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8076, loss: 0.8076, grad_norm: 7.0734 2021-06-20 14:40:09,380 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 17:30:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7315, loss: 0.7315, grad_norm: 6.6212 2021-06-20 14:40:20,528 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 17:30:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9391, loss_cls: 0.7307, loss: 0.7307, grad_norm: 6.8990 2021-06-20 14:40:31,662 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 17:29:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7424, loss: 0.7424, grad_norm: 6.6547 2021-06-20 14:40:42,807 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 17:29:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9336, loss_cls: 0.8208, loss: 0.8208, grad_norm: 7.0198 2021-06-20 14:40:53,942 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 17:29:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9437, loss_cls: 0.7644, loss: 0.7644, grad_norm: 6.9872 2021-06-20 14:41:05,075 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 17:29:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9242, loss_cls: 0.8032, loss: 0.8032, grad_norm: 6.9412 2021-06-20 14:41:16,217 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 17:29:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.8288, loss: 0.8288, grad_norm: 7.0492 2021-06-20 14:41:27,356 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 17:28:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9461, loss_cls: 0.7338, loss: 0.7338, grad_norm: 6.7382 2021-06-20 14:41:38,498 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 17:28:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.7640, loss: 0.7640, grad_norm: 6.8175 2021-06-20 14:41:49,637 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 17:28:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9336, loss_cls: 0.7520, loss: 0.7520, grad_norm: 6.8634 2021-06-20 14:42:00,774 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 17:28:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9375, loss_cls: 0.7541, loss: 0.7541, grad_norm: 6.8086 2021-06-20 14:42:11,934 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 17:28:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9266, loss_cls: 0.7577, loss: 0.7577, grad_norm: 6.7806 2021-06-20 14:42:28,951 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-06-20 14:44:22,504 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 17:28:21, time: 5.618, data_time: 4.989, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9359, loss_cls: 0.7633, loss: 0.7633, grad_norm: 6.7548 2021-06-20 14:44:33,622 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 17:28:10, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.7677, loss: 0.7677, grad_norm: 6.6860 2021-06-20 14:44:44,710 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 17:27:58, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9367, loss_cls: 0.7447, loss: 0.7447, grad_norm: 6.7825 2021-06-20 14:44:55,819 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 17:27:46, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9469, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.6151 2021-06-20 14:45:07,023 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 17:27:35, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9437, loss_cls: 0.7713, loss: 0.7713, grad_norm: 6.9200 2021-06-20 14:45:18,150 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 17:27:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9430, loss_cls: 0.7596, loss: 0.7596, grad_norm: 6.8341 2021-06-20 14:45:29,263 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 17:27:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.7206, loss: 0.7206, grad_norm: 6.4018 2021-06-20 14:45:40,378 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 17:26:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6917, loss: 0.6917, grad_norm: 6.4392 2021-06-20 14:45:51,499 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 17:26:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9539, loss_cls: 0.6647, loss: 0.6647, grad_norm: 6.4854 2021-06-20 14:46:02,639 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 17:26:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.7683, loss: 0.7683, grad_norm: 6.7004 2021-06-20 14:46:13,784 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 17:26:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7661, loss: 0.7661, grad_norm: 6.9005 2021-06-20 14:46:24,910 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 17:26:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6845, loss: 0.6845, grad_norm: 6.4992 2021-06-20 14:46:36,039 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 17:26:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7621, loss: 0.7621, grad_norm: 6.7836 2021-06-20 14:46:47,189 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 17:25:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9367, loss_cls: 0.7213, loss: 0.7213, grad_norm: 6.7854 2021-06-20 14:46:58,339 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 17:25:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7513, loss: 0.7513, grad_norm: 6.8469 2021-06-20 14:47:09,490 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 17:25:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9391, loss_cls: 0.7145, loss: 0.7145, grad_norm: 6.6287 2021-06-20 14:47:20,616 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 17:25:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9430, loss_cls: 0.7157, loss: 0.7157, grad_norm: 6.7585 2021-06-20 14:47:31,757 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 17:25:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7994, loss: 0.7994, grad_norm: 7.0326 2021-06-20 14:47:42,898 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 17:24:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9344, loss_cls: 0.8205, loss: 0.8205, grad_norm: 7.0024 2021-06-20 14:47:54,040 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 17:24:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9484, loss_cls: 0.6832, loss: 0.6832, grad_norm: 6.3558 2021-06-20 14:48:05,197 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 17:24:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8403, loss: 0.8403, grad_norm: 7.3622 2021-06-20 14:48:16,338 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 17:24:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7433, loss: 0.7433, grad_norm: 6.8714 2021-06-20 14:48:27,479 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 17:24:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7577, loss: 0.7577, grad_norm: 6.6515 2021-06-20 14:48:38,657 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 17:23:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.9263 2021-06-20 14:48:49,805 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 17:23:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.7225, loss: 0.7225, grad_norm: 6.7843 2021-06-20 14:49:00,947 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 17:23:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7809, loss: 0.7809, grad_norm: 6.9807 2021-06-20 14:49:12,077 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 17:23:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.7273, loss: 0.7273, grad_norm: 6.7997 2021-06-20 14:49:23,217 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 17:23:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9586, loss_cls: 0.5826, loss: 0.5826, grad_norm: 6.2623 2021-06-20 14:49:34,373 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 17:22:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7447, loss: 0.7447, grad_norm: 6.7581 2021-06-20 14:49:45,524 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 17:22:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9297, loss_cls: 0.7620, loss: 0.7620, grad_norm: 6.8866 2021-06-20 14:49:56,678 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 17:22:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9469, loss_cls: 0.6953, loss: 0.6953, grad_norm: 6.5730 2021-06-20 14:50:07,851 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 17:22:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9414, loss_cls: 0.6978, loss: 0.6978, grad_norm: 6.6786 2021-06-20 14:50:18,988 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 17:22:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9461, loss_cls: 0.7231, loss: 0.7231, grad_norm: 6.7355 2021-06-20 14:50:30,131 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 17:21:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9313, loss_cls: 0.7940, loss: 0.7940, grad_norm: 6.8106 2021-06-20 14:50:41,285 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 17:21:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.7967, loss: 0.7967, grad_norm: 6.9846 2021-06-20 14:50:52,424 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 17:21:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7099, loss: 0.7099, grad_norm: 6.6092 2021-06-20 14:51:03,551 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 17:21:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9383, loss_cls: 0.7767, loss: 0.7767, grad_norm: 7.1398 2021-06-20 14:51:14,712 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 17:21:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7471, loss: 0.7471, grad_norm: 6.9395 2021-06-20 14:51:25,850 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 17:20:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.7404, loss: 0.7404, grad_norm: 6.6723 2021-06-20 14:51:37,009 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 17:20:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9336, loss_cls: 0.7824, loss: 0.7824, grad_norm: 6.9495 2021-06-20 14:51:48,153 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 17:20:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9313, loss_cls: 0.7824, loss: 0.7824, grad_norm: 6.6678 2021-06-20 14:51:59,307 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 17:20:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7618, loss: 0.7618, grad_norm: 6.7015 2021-06-20 14:52:10,415 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 17:20:09, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7246, loss: 0.7246, grad_norm: 6.8510 2021-06-20 14:52:21,535 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 17:19:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7319, loss: 0.7319, grad_norm: 6.6580 2021-06-20 14:52:32,694 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 17:19:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7594, loss: 0.7594, grad_norm: 7.0077 2021-06-20 14:52:43,833 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 17:19:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7389, loss: 0.7389, grad_norm: 6.7038 2021-06-20 14:52:54,952 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 17:19:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8175, loss: 0.8175, grad_norm: 7.2742 2021-06-20 14:53:06,106 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 17:19:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9492, loss_cls: 0.6980, loss: 0.6980, grad_norm: 6.6064 2021-06-20 14:53:17,227 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 17:18:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7262, loss: 0.7262, grad_norm: 6.7540 2021-06-20 14:53:28,349 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 17:18:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.8043, loss: 0.8043, grad_norm: 7.2238 2021-06-20 14:53:39,479 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 17:18:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7651, loss: 0.7651, grad_norm: 6.7090 2021-06-20 14:53:50,627 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 17:18:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9508, loss_cls: 0.7064, loss: 0.7064, grad_norm: 6.7595 2021-06-20 14:54:01,776 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 17:18:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9359, loss_cls: 0.7199, loss: 0.7199, grad_norm: 6.8257 2021-06-20 14:54:12,938 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 17:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7536, loss: 0.7536, grad_norm: 6.9473 2021-06-20 14:54:24,074 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 17:17:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9531, loss_cls: 0.7073, loss: 0.7073, grad_norm: 6.7750 2021-06-20 14:54:35,207 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 17:17:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9461, loss_cls: 0.7412, loss: 0.7412, grad_norm: 6.6993 2021-06-20 14:54:46,361 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 17:17:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7346, loss: 0.7346, grad_norm: 6.8355 2021-06-20 14:54:57,527 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 17:17:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7696, loss: 0.7696, grad_norm: 7.0553 2021-06-20 14:55:08,697 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 17:17:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7422, loss: 0.7422, grad_norm: 6.7362 2021-06-20 14:55:19,825 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 17:16:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9539, loss_cls: 0.6688, loss: 0.6688, grad_norm: 6.6443 2021-06-20 14:55:30,980 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 17:16:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9375, loss_cls: 0.7079, loss: 0.7079, grad_norm: 6.3584 2021-06-20 14:55:42,145 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 17:16:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9406, loss_cls: 0.7435, loss: 0.7435, grad_norm: 7.0003 2021-06-20 14:55:53,294 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 17:16:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9437, loss_cls: 0.7458, loss: 0.7458, grad_norm: 6.8375 2021-06-20 14:56:04,459 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 17:16:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9297, loss_cls: 0.7650, loss: 0.7650, grad_norm: 6.8076 2021-06-20 14:56:15,590 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 17:15:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7762, loss: 0.7762, grad_norm: 6.8610 2021-06-20 14:56:26,729 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 17:15:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9469, loss_cls: 0.7082, loss: 0.7082, grad_norm: 6.6541 2021-06-20 14:56:37,869 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 17:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9320, loss_cls: 0.7884, loss: 0.7884, grad_norm: 7.0915 2021-06-20 14:56:49,012 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 17:15:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8416, loss: 0.8416, grad_norm: 6.9252 2021-06-20 14:57:00,167 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 17:15:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9336, loss_cls: 0.7840, loss: 0.7840, grad_norm: 7.0205 2021-06-20 14:57:11,319 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 17:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9391, loss_cls: 0.7696, loss: 0.7696, grad_norm: 6.8908 2021-06-20 14:57:22,454 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 17:14:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9414, loss_cls: 0.7656, loss: 0.7656, grad_norm: 6.9238 2021-06-20 14:57:33,604 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 17:14:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9414, loss_cls: 0.7055, loss: 0.7055, grad_norm: 6.6211 2021-06-20 14:57:44,781 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 17:14:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9422, loss_cls: 0.7655, loss: 0.7655, grad_norm: 6.8138 2021-06-20 14:57:55,955 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 17:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9266, loss_cls: 0.7732, loss: 0.7732, grad_norm: 6.9421 2021-06-20 14:58:07,160 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 17:13:55, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7771, loss: 0.7771, grad_norm: 6.8497 2021-06-20 14:58:18,254 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 17:13:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.7863, loss: 0.7863, grad_norm: 7.0471 2021-06-20 14:58:29,410 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 17:13:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7058, loss: 0.7058, grad_norm: 6.6074 2021-06-20 14:58:40,563 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 17:13:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7790, loss: 0.7790, grad_norm: 6.9580 2021-06-20 14:58:51,714 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 17:13:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9336, loss_cls: 0.8281, loss: 0.8281, grad_norm: 7.0984 2021-06-20 14:59:02,859 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 17:12:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9383, loss_cls: 0.7687, loss: 0.7687, grad_norm: 6.9389 2021-06-20 14:59:14,003 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 17:12:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9367, loss_cls: 0.7532, loss: 0.7532, grad_norm: 6.9404 2021-06-20 14:59:25,139 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 17:12:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7124, loss: 0.7124, grad_norm: 6.5723 2021-06-20 14:59:36,278 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 17:12:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9328, loss_cls: 0.7340, loss: 0.7340, grad_norm: 6.6350 2021-06-20 14:59:47,429 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 17:12:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9430, loss_cls: 0.7485, loss: 0.7485, grad_norm: 6.7127 2021-06-20 14:59:58,568 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 17:11:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.7293, loss: 0.7293, grad_norm: 6.7837 2021-06-20 15:00:09,705 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 17:11:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7514, loss: 0.7514, grad_norm: 6.8631 2021-06-20 15:00:20,840 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 17:11:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9492, loss_cls: 0.6802, loss: 0.6802, grad_norm: 6.5418 2021-06-20 15:00:32,000 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 17:11:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7504, loss: 0.7504, grad_norm: 6.8479 2021-06-20 15:00:43,147 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 17:11:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7663, loss: 0.7663, grad_norm: 6.8767 2021-06-20 15:00:54,312 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 17:10:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7685, loss: 0.7685, grad_norm: 6.8821 2021-06-20 15:01:05,468 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 17:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9437, loss_cls: 0.7196, loss: 0.7196, grad_norm: 6.6360 2021-06-20 15:01:16,618 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 17:10:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6652, loss: 0.6652, grad_norm: 6.3881 2021-06-20 15:01:27,740 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 17:10:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7183, loss: 0.7183, grad_norm: 6.6974 2021-06-20 15:01:38,934 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 17:10:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9437, loss_cls: 0.7194, loss: 0.7194, grad_norm: 6.6407 2021-06-20 15:01:50,086 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 17:10:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9352, loss_cls: 0.7985, loss: 0.7985, grad_norm: 6.9551 2021-06-20 15:02:01,237 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 17:09:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.7960, loss: 0.7960, grad_norm: 6.8352 2021-06-20 15:02:12,420 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 17:09:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7403, loss: 0.7403, grad_norm: 6.9986 2021-06-20 15:02:23,551 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 17:09:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9469, loss_cls: 0.7402, loss: 0.7402, grad_norm: 7.1479 2021-06-20 15:02:34,693 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 17:09:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8373, loss: 0.8373, grad_norm: 7.3046 2021-06-20 15:02:45,854 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 17:09:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.7013, loss: 0.7013, grad_norm: 6.4770 2021-06-20 15:02:56,994 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 17:08:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9477, loss_cls: 0.7331, loss: 0.7331, grad_norm: 6.9265 2021-06-20 15:03:08,160 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 17:08:39, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9508, loss_cls: 0.6943, loss: 0.6943, grad_norm: 6.6416 2021-06-20 15:03:19,323 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 17:08:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9273, loss_cls: 0.7833, loss: 0.7833, grad_norm: 7.0546 2021-06-20 15:03:30,448 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 17:08:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7797, loss: 0.7797, grad_norm: 6.9339 2021-06-20 15:03:41,583 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 17:08:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9156, loss_cls: 0.8583, loss: 0.8583, grad_norm: 6.9902 2021-06-20 15:03:52,710 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 17:07:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.7934, loss: 0.7934, grad_norm: 7.0307 2021-06-20 15:04:03,868 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 17:07:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7281, loss: 0.7281, grad_norm: 6.6506 2021-06-20 15:04:15,024 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 17:07:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7323, loss: 0.7323, grad_norm: 6.6630 2021-06-20 15:04:26,172 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 17:07:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9531, loss_cls: 0.6556, loss: 0.6556, grad_norm: 6.2743 2021-06-20 15:04:37,327 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 17:07:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.9149 2021-06-20 15:04:48,448 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 17:06:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.7201, loss: 0.7201, grad_norm: 6.9162 2021-06-20 15:04:59,596 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 17:06:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7837, loss: 0.7837, grad_norm: 6.8405 2021-06-20 15:05:10,765 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 17:06:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.7020, loss: 0.7020, grad_norm: 6.5925 2021-06-20 15:05:21,897 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 17:06:18, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7820, loss: 0.7820, grad_norm: 7.1821 2021-06-20 15:05:33,036 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 17:06:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7666, loss: 0.7666, grad_norm: 6.8752 2021-06-20 15:05:44,164 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 17:05:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7219, loss: 0.7219, grad_norm: 6.6225 2021-06-20 15:05:55,317 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 17:05:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9391, loss_cls: 0.7967, loss: 0.7967, grad_norm: 7.0396 2021-06-20 15:06:06,455 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 17:05:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7684, loss: 0.7684, grad_norm: 6.9893 2021-06-20 15:06:17,617 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 17:05:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9516, loss_cls: 0.6926, loss: 0.6926, grad_norm: 6.7267 2021-06-20 15:06:28,741 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 17:05:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9344, loss_cls: 0.7622, loss: 0.7622, grad_norm: 6.8600 2021-06-20 15:06:39,897 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 17:04:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9430, loss_cls: 0.7554, loss: 0.7554, grad_norm: 7.0398 2021-06-20 15:06:51,031 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 17:04:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9414, loss_cls: 0.7700, loss: 0.7700, grad_norm: 6.9270 2021-06-20 15:07:02,189 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 17:04:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.6911, loss: 0.6911, grad_norm: 6.6297 2021-06-20 15:07:13,335 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 17:04:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9406, loss_cls: 0.7087, loss: 0.7087, grad_norm: 6.8013 2021-06-20 15:07:24,476 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 17:04:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8533, loss: 0.8533, grad_norm: 7.5029 2021-06-20 15:07:35,632 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 17:03:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9437, loss_cls: 0.7540, loss: 0.7540, grad_norm: 7.0518 2021-06-20 15:07:46,784 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 17:03:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9430, loss_cls: 0.7452, loss: 0.7452, grad_norm: 6.8583 2021-06-20 15:07:57,934 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 17:03:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9453, loss_cls: 0.7611, loss: 0.7611, grad_norm: 6.9662 2021-06-20 15:08:09,077 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 17:03:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7408, loss: 0.7408, grad_norm: 6.8912 2021-06-20 15:08:20,231 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 17:03:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9477, loss_cls: 0.7262, loss: 0.7262, grad_norm: 6.6204 2021-06-20 15:08:31,373 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 17:02:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9484, loss_cls: 0.7089, loss: 0.7089, grad_norm: 6.7927 2021-06-20 15:08:42,525 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 17:02:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7790, loss: 0.7790, grad_norm: 7.0835 2021-06-20 15:08:53,667 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 17:02:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9469, loss_cls: 0.7401, loss: 0.7401, grad_norm: 7.1912 2021-06-20 15:09:04,826 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 17:02:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.7206, loss: 0.7206, grad_norm: 6.8318 2021-06-20 15:09:15,971 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 17:02:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9422, loss_cls: 0.7476, loss: 0.7476, grad_norm: 6.8483 2021-06-20 15:09:27,114 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 17:02:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9398, loss_cls: 0.7354, loss: 0.7354, grad_norm: 6.7962 2021-06-20 15:09:38,278 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 17:01:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.6892, loss: 0.6892, grad_norm: 6.5690 2021-06-20 15:09:49,422 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 17:01:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9453, loss_cls: 0.6711, loss: 0.6711, grad_norm: 6.3775 2021-06-20 15:10:00,599 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 17:01:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9383, loss_cls: 0.7775, loss: 0.7775, grad_norm: 7.2021 2021-06-20 15:10:11,702 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 17:01:14, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9414, loss_cls: 0.7311, loss: 0.7311, grad_norm: 6.7310 2021-06-20 15:10:22,838 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 17:01:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8356, loss: 0.8356, grad_norm: 7.0846 2021-06-20 15:10:33,976 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 17:00:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9391, loss_cls: 0.7913, loss: 0.7913, grad_norm: 7.1248 2021-06-20 15:10:45,134 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 17:00:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9469, loss_cls: 0.7411, loss: 0.7411, grad_norm: 6.8791 2021-06-20 15:10:56,288 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 17:00:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7628, loss: 0.7628, grad_norm: 7.0325 2021-06-20 15:11:07,427 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 17:00:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7808, loss: 0.7808, grad_norm: 6.9881 2021-06-20 15:11:18,584 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 17:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9281, loss_cls: 0.8301, loss: 0.8301, grad_norm: 7.0922 2021-06-20 15:11:29,735 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 16:59:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7557, loss: 0.7557, grad_norm: 7.0394 2021-06-20 15:11:40,889 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 16:59:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.7658, loss: 0.7658, grad_norm: 6.7926 2021-06-20 15:11:52,046 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 16:59:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.6923, loss: 0.6923, grad_norm: 6.6063 2021-06-20 15:12:03,173 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 16:59:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7969, loss: 0.7969, grad_norm: 7.0568 2021-06-20 15:12:14,326 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 16:59:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9398, loss_cls: 0.7937, loss: 0.7937, grad_norm: 7.0913 2021-06-20 15:12:25,476 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 16:58:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9453, loss_cls: 0.7593, loss: 0.7593, grad_norm: 6.7132 2021-06-20 15:12:36,613 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 16:58:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9437, loss_cls: 0.7035, loss: 0.7035, grad_norm: 6.8026 2021-06-20 15:12:47,785 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 16:58:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8179, loss: 0.8179, grad_norm: 7.4201 2021-06-20 15:12:58,911 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 16:58:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7963, loss: 0.7963, grad_norm: 6.9334 2021-06-20 15:13:10,061 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 16:58:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9320, loss_cls: 0.8240, loss: 0.8240, grad_norm: 7.3565 2021-06-20 15:13:21,179 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 16:57:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7409, loss: 0.7409, grad_norm: 6.8425 2021-06-20 15:13:32,324 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 16:57:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9406, loss_cls: 0.7681, loss: 0.7681, grad_norm: 6.9738 2021-06-20 15:13:43,477 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 16:57:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7725, loss: 0.7725, grad_norm: 7.1217 2021-06-20 15:13:54,608 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 16:57:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9375, loss_cls: 0.7334, loss: 0.7334, grad_norm: 6.7292 2021-06-20 15:14:05,748 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 16:57:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9406, loss_cls: 0.7768, loss: 0.7768, grad_norm: 6.8714 2021-06-20 15:14:16,891 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 16:56:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.7817, loss: 0.7817, grad_norm: 6.8742 2021-06-20 15:14:28,022 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 16:56:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9367, loss_cls: 0.7367, loss: 0.7367, grad_norm: 6.6798 2021-06-20 15:14:39,167 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 16:56:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.7990, loss: 0.7990, grad_norm: 7.1604 2021-06-20 15:14:50,293 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 16:56:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9328, loss_cls: 0.7773, loss: 0.7773, grad_norm: 7.1334 2021-06-20 15:15:01,435 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 16:56:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9359, loss_cls: 0.7639, loss: 0.7639, grad_norm: 6.8856 2021-06-20 15:15:12,634 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 16:55:58, time: 0.561, data_time: 0.004, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9375, loss_cls: 0.7278, loss: 0.7278, grad_norm: 6.7882 2021-06-20 15:15:23,778 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 16:55:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9516, loss_cls: 0.7282, loss: 0.7282, grad_norm: 7.0975 2021-06-20 15:15:34,957 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 16:55:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9352, loss_cls: 0.7564, loss: 0.7564, grad_norm: 6.9951 2021-06-20 15:15:46,106 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 16:55:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9414, loss_cls: 0.6952, loss: 0.6952, grad_norm: 6.6595 2021-06-20 15:15:57,258 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 16:55:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9352, loss_cls: 0.7480, loss: 0.7480, grad_norm: 6.7205 2021-06-20 15:16:08,411 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 16:55:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9336, loss_cls: 0.7682, loss: 0.7682, grad_norm: 6.8948 2021-06-20 15:16:19,568 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 16:54:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9414, loss_cls: 0.7454, loss: 0.7454, grad_norm: 6.9673 2021-06-20 15:16:30,700 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 16:54:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.0479 2021-06-20 15:16:41,828 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 16:54:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7949, loss: 0.7949, grad_norm: 7.2754 2021-06-20 15:16:52,968 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 16:54:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.7786, loss: 0.7786, grad_norm: 7.2264 2021-06-20 15:17:04,116 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 16:54:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.7906, loss: 0.7906, grad_norm: 7.1917 2021-06-20 15:17:15,277 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 16:53:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9477, loss_cls: 0.7058, loss: 0.7058, grad_norm: 6.6067 2021-06-20 15:17:26,398 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 16:53:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9359, loss_cls: 0.8090, loss: 0.8090, grad_norm: 7.1134 2021-06-20 15:17:37,535 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 16:53:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9430, loss_cls: 0.7370, loss: 0.7370, grad_norm: 6.7546 2021-06-20 15:17:48,686 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 16:53:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.8250, loss: 0.8250, grad_norm: 7.1530 2021-06-20 15:17:59,852 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 16:53:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9422, loss_cls: 0.7425, loss: 0.7425, grad_norm: 6.8169 2021-06-20 15:18:10,990 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 16:52:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7976, loss: 0.7976, grad_norm: 7.1422 2021-06-20 15:18:22,120 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 16:52:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9516, loss_cls: 0.6991, loss: 0.6991, grad_norm: 6.5426 2021-06-20 15:18:33,252 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 16:52:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7709, loss: 0.7709, grad_norm: 6.8375 2021-06-20 15:18:44,395 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 16:52:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8196, loss: 0.8196, grad_norm: 7.2179 2021-06-20 15:18:55,539 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 16:52:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7454, loss: 0.7454, grad_norm: 6.6326 2021-06-20 15:19:10,562 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-06-20 15:20:36,345 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 16:52:08, time: 4.251, data_time: 3.563, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7030, loss: 0.7030, grad_norm: 6.8047 2021-06-20 15:20:47,475 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 16:51:56, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9320, loss_cls: 0.7570, loss: 0.7570, grad_norm: 6.6247 2021-06-20 15:20:58,600 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 16:51:44, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9477, loss_cls: 0.7226, loss: 0.7226, grad_norm: 6.9183 2021-06-20 15:21:09,708 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 16:51:32, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9492, loss_cls: 0.6648, loss: 0.6648, grad_norm: 6.8110 2021-06-20 15:21:20,826 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 16:51:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7272, loss: 0.7272, grad_norm: 7.0625 2021-06-20 15:21:31,942 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 16:51:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7210, loss: 0.7210, grad_norm: 6.8167 2021-06-20 15:21:43,063 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 16:50:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9453, loss_cls: 0.7115, loss: 0.7115, grad_norm: 6.8221 2021-06-20 15:21:54,205 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 16:50:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9484, loss_cls: 0.6829, loss: 0.6829, grad_norm: 6.6273 2021-06-20 15:22:05,342 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 16:50:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9289, loss_cls: 0.7524, loss: 0.7524, grad_norm: 6.7271 2021-06-20 15:22:16,472 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 16:50:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7669, loss: 0.7669, grad_norm: 6.7683 2021-06-20 15:22:27,601 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 16:50:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7239, loss: 0.7239, grad_norm: 6.6818 2021-06-20 15:22:38,735 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 16:49:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9297, loss_cls: 0.7406, loss: 0.7406, grad_norm: 6.6041 2021-06-20 15:22:49,881 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 16:49:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7796, loss: 0.7796, grad_norm: 6.9130 2021-06-20 15:23:01,030 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 16:49:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9406, loss_cls: 0.7075, loss: 0.7075, grad_norm: 6.3621 2021-06-20 15:23:12,184 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 16:49:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9375, loss_cls: 0.7449, loss: 0.7449, grad_norm: 6.7170 2021-06-20 15:23:23,332 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 16:49:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9445, loss_cls: 0.6967, loss: 0.6967, grad_norm: 6.8155 2021-06-20 15:23:34,482 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 16:49:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9492, loss_cls: 0.6464, loss: 0.6464, grad_norm: 6.3934 2021-06-20 15:23:45,657 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 16:48:49, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7674, loss: 0.7674, grad_norm: 7.0260 2021-06-20 15:23:56,781 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 16:48:37, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9578, loss_cls: 0.7053, loss: 0.7053, grad_norm: 6.9467 2021-06-20 15:24:07,904 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 16:48:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.7146, loss: 0.7146, grad_norm: 6.8659 2021-06-20 15:24:19,023 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 16:48:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9414, loss_cls: 0.7129, loss: 0.7129, grad_norm: 6.9535 2021-06-20 15:24:30,155 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 16:48:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9484, loss_cls: 0.7189, loss: 0.7189, grad_norm: 7.0679 2021-06-20 15:24:41,302 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 16:47:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7627, loss: 0.7627, grad_norm: 7.0534 2021-06-20 15:24:52,476 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 16:47:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8046, loss: 0.8046, grad_norm: 7.1311 2021-06-20 15:25:03,626 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 16:47:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7545, loss: 0.7545, grad_norm: 6.8556 2021-06-20 15:25:14,783 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 16:47:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9461, loss_cls: 0.7314, loss: 0.7314, grad_norm: 6.9253 2021-06-20 15:25:25,921 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 16:47:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9398, loss_cls: 0.7186, loss: 0.7186, grad_norm: 6.8177 2021-06-20 15:25:37,061 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 16:46:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9469, loss_cls: 0.7118, loss: 0.7118, grad_norm: 6.7003 2021-06-20 15:25:48,195 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 16:46:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.7784, loss: 0.7784, grad_norm: 7.2129 2021-06-20 15:25:59,342 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 16:46:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9344, loss_cls: 0.7554, loss: 0.7554, grad_norm: 6.9337 2021-06-20 15:26:10,513 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 16:46:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9281, loss_cls: 0.7623, loss: 0.7623, grad_norm: 7.1002 2021-06-20 15:26:21,615 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 16:46:05, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7335, loss: 0.7335, grad_norm: 6.9003 2021-06-20 15:26:32,756 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 16:45:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7383, loss: 0.7383, grad_norm: 6.9780 2021-06-20 15:26:43,885 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 16:45:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9461, loss_cls: 0.7315, loss: 0.7315, grad_norm: 6.9570 2021-06-20 15:26:55,030 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 16:45:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6990, loss: 0.6990, grad_norm: 6.6484 2021-06-20 15:27:06,171 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 16:45:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9406, loss_cls: 0.7615, loss: 0.7615, grad_norm: 7.1580 2021-06-20 15:27:17,311 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 16:45:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9570, loss_cls: 0.7064, loss: 0.7064, grad_norm: 6.8557 2021-06-20 15:27:28,449 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 16:44:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7681, loss: 0.7681, grad_norm: 7.1822 2021-06-20 15:27:39,602 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 16:44:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7733, loss: 0.7733, grad_norm: 6.9279 2021-06-20 15:27:50,761 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 16:44:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9359, loss_cls: 0.8033, loss: 0.8033, grad_norm: 7.1019 2021-06-20 15:28:01,911 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 16:44:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9461, loss_cls: 0.7146, loss: 0.7146, grad_norm: 6.7029 2021-06-20 15:28:13,060 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 16:44:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7547, loss: 0.7547, grad_norm: 6.9634 2021-06-20 15:28:24,219 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 16:43:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.7259, loss: 0.7259, grad_norm: 6.5770 2021-06-20 15:28:35,371 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 16:43:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9336, loss_cls: 0.7744, loss: 0.7744, grad_norm: 6.9561 2021-06-20 15:28:46,517 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 16:43:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7345, loss: 0.7345, grad_norm: 6.8363 2021-06-20 15:28:57,667 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 16:43:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9477, loss_cls: 0.6848, loss: 0.6848, grad_norm: 6.8529 2021-06-20 15:29:08,805 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 16:43:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9430, loss_cls: 0.7437, loss: 0.7437, grad_norm: 6.9038 2021-06-20 15:29:19,963 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 16:42:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9437, loss_cls: 0.7184, loss: 0.7184, grad_norm: 6.7339 2021-06-20 15:29:31,105 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 16:42:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9359, loss_cls: 0.7343, loss: 0.7343, grad_norm: 6.4890 2021-06-20 15:29:42,248 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 16:42:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7323, loss: 0.7323, grad_norm: 6.9062 2021-06-20 15:29:53,389 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 16:42:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9437, loss_cls: 0.7416, loss: 0.7416, grad_norm: 6.8909 2021-06-20 15:30:04,547 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 16:42:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9383, loss_cls: 0.7203, loss: 0.7203, grad_norm: 6.9066 2021-06-20 15:30:15,725 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 16:41:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9430, loss_cls: 0.7346, loss: 0.7346, grad_norm: 6.6961 2021-06-20 15:30:26,848 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 16:41:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9531, loss_cls: 0.6748, loss: 0.6748, grad_norm: 6.6328 2021-06-20 15:30:37,988 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 16:41:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9250, loss_cls: 0.7972, loss: 0.7972, grad_norm: 6.9565 2021-06-20 15:30:49,123 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 16:41:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9430, loss_cls: 0.6913, loss: 0.6913, grad_norm: 6.6349 2021-06-20 15:31:00,269 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 16:41:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7617, loss: 0.7617, grad_norm: 7.2342 2021-06-20 15:31:11,426 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 16:41:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.7443, loss: 0.7443, grad_norm: 6.9670 2021-06-20 15:31:22,591 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 16:40:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7210, loss: 0.7210, grad_norm: 7.0168 2021-06-20 15:31:33,724 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 16:40:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7403, loss: 0.7403, grad_norm: 6.8386 2021-06-20 15:31:44,878 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 16:40:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7456, loss: 0.7456, grad_norm: 6.7300 2021-06-20 15:31:56,002 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 16:40:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6531, loss: 0.6531, grad_norm: 6.4460 2021-06-20 15:32:07,146 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 16:40:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7085, loss: 0.7085, grad_norm: 6.6951 2021-06-20 15:32:18,291 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 16:39:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9344, loss_cls: 0.7603, loss: 0.7603, grad_norm: 6.8600 2021-06-20 15:32:29,422 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 16:39:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9313, loss_cls: 0.7883, loss: 0.7883, grad_norm: 6.7318 2021-06-20 15:32:40,563 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 16:39:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.7422, loss: 0.7422, grad_norm: 6.9359 2021-06-20 15:32:51,720 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 16:39:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6907, loss: 0.6907, grad_norm: 6.6054 2021-06-20 15:33:02,864 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 16:39:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9484, loss_cls: 0.6955, loss: 0.6955, grad_norm: 6.5840 2021-06-20 15:33:13,980 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 16:38:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9430, loss_cls: 0.6623, loss: 0.6623, grad_norm: 6.6579 2021-06-20 15:33:25,117 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 16:38:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9414, loss_cls: 0.7213, loss: 0.7213, grad_norm: 6.7359 2021-06-20 15:33:36,274 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 16:38:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.7654, loss: 0.7654, grad_norm: 7.0892 2021-06-20 15:33:47,422 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 16:38:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9281, loss_cls: 0.8131, loss: 0.8131, grad_norm: 7.2359 2021-06-20 15:33:58,573 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 16:38:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.7171, loss: 0.7171, grad_norm: 6.6681 2021-06-20 15:34:09,706 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 16:37:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9273, loss_cls: 0.7688, loss: 0.7688, grad_norm: 6.8357 2021-06-20 15:34:20,854 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 16:37:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9508, loss_cls: 0.6923, loss: 0.6923, grad_norm: 6.7726 2021-06-20 15:34:32,006 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 16:37:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7642, loss: 0.7642, grad_norm: 7.2256 2021-06-20 15:34:43,188 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 16:37:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9414, loss_cls: 0.7256, loss: 0.7256, grad_norm: 6.8105 2021-06-20 15:34:54,313 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 16:37:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7546, loss: 0.7546, grad_norm: 6.8834 2021-06-20 15:35:05,488 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 16:36:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7690, loss: 0.7690, grad_norm: 7.1361 2021-06-20 15:35:16,636 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 16:36:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7741, loss: 0.7741, grad_norm: 7.0107 2021-06-20 15:35:27,783 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 16:36:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.7870, loss: 0.7870, grad_norm: 7.1686 2021-06-20 15:35:38,941 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 16:36:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9273, loss_cls: 0.8094, loss: 0.8094, grad_norm: 7.3190 2021-06-20 15:35:50,094 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 16:36:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7889, loss: 0.7889, grad_norm: 7.2361 2021-06-20 15:36:01,244 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 16:35:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7177, loss: 0.7177, grad_norm: 6.8862 2021-06-20 15:36:12,398 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 16:35:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7680, loss: 0.7680, grad_norm: 6.8641 2021-06-20 15:36:23,512 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 16:35:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7174, loss: 0.7174, grad_norm: 6.7623 2021-06-20 15:36:34,667 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 16:35:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6496, loss: 0.6496, grad_norm: 6.5044 2021-06-20 15:36:45,808 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 16:35:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9430, loss_cls: 0.7318, loss: 0.7318, grad_norm: 7.0368 2021-06-20 15:36:56,959 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 16:34:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.7194, loss: 0.7194, grad_norm: 6.8611 2021-06-20 15:37:08,135 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 16:34:46, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9477, loss_cls: 0.7363, loss: 0.7363, grad_norm: 6.9943 2021-06-20 15:37:19,283 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 16:34:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9289, loss_cls: 0.7998, loss: 0.7998, grad_norm: 7.1378 2021-06-20 15:37:30,417 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 16:34:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9297, loss_cls: 0.7999, loss: 0.7999, grad_norm: 7.1396 2021-06-20 15:37:41,565 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 16:34:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9367, loss_cls: 0.7604, loss: 0.7604, grad_norm: 7.0908 2021-06-20 15:37:52,713 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 16:33:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9383, loss_cls: 0.7946, loss: 0.7946, grad_norm: 7.1460 2021-06-20 15:38:03,843 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 16:33:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9242, loss_cls: 0.7596, loss: 0.7596, grad_norm: 6.9949 2021-06-20 15:38:14,978 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 16:33:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9500, loss_cls: 0.6854, loss: 0.6854, grad_norm: 6.6077 2021-06-20 15:38:26,126 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 16:33:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9469, loss_cls: 0.7048, loss: 0.7048, grad_norm: 6.8746 2021-06-20 15:38:37,254 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 16:33:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7325, loss: 0.7325, grad_norm: 6.6257 2021-06-20 15:38:48,403 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 16:33:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.8012, loss: 0.8012, grad_norm: 7.0925 2021-06-20 15:38:59,531 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 16:32:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6861, loss: 0.6861, grad_norm: 6.5513 2021-06-20 15:39:10,677 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 16:32:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8471, loss: 0.8471, grad_norm: 7.4448 2021-06-20 15:39:21,821 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 16:32:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9500, loss_cls: 0.7346, loss: 0.7346, grad_norm: 6.9664 2021-06-20 15:39:32,978 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 16:32:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.7915, loss: 0.7915, grad_norm: 6.9348 2021-06-20 15:39:44,110 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 16:32:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9430, loss_cls: 0.7476, loss: 0.7476, grad_norm: 6.6014 2021-06-20 15:39:55,255 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 16:31:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9367, loss_cls: 0.7403, loss: 0.7403, grad_norm: 6.7659 2021-06-20 15:40:06,386 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 16:31:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7629, loss: 0.7629, grad_norm: 7.1265 2021-06-20 15:40:17,537 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 16:31:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9523, loss_cls: 0.7027, loss: 0.7027, grad_norm: 6.8806 2021-06-20 15:40:28,668 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 16:31:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9414, loss_cls: 0.7470, loss: 0.7470, grad_norm: 7.1449 2021-06-20 15:40:39,814 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 16:31:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9297, loss_cls: 0.7760, loss: 0.7760, grad_norm: 6.7102 2021-06-20 15:40:50,964 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 16:30:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9320, loss_cls: 0.8074, loss: 0.8074, grad_norm: 7.3830 2021-06-20 15:41:02,116 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 16:30:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7161, loss: 0.7161, grad_norm: 6.6794 2021-06-20 15:41:13,252 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 16:30:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7439, loss: 0.7439, grad_norm: 7.1130 2021-06-20 15:41:24,393 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 16:30:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9359, loss_cls: 0.7566, loss: 0.7566, grad_norm: 6.8773 2021-06-20 15:41:35,520 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 16:30:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7164, loss: 0.7164, grad_norm: 6.8975 2021-06-20 15:41:46,668 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 16:29:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8028, loss: 0.8028, grad_norm: 7.2660 2021-06-20 15:41:57,821 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 16:29:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9367, loss_cls: 0.7518, loss: 0.7518, grad_norm: 6.7701 2021-06-20 15:42:08,975 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 16:29:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7193, loss: 0.7193, grad_norm: 6.7954 2021-06-20 15:42:20,114 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 16:29:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7532, loss: 0.7532, grad_norm: 6.9090 2021-06-20 15:42:31,252 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 16:29:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7182, loss: 0.7182, grad_norm: 6.9067 2021-06-20 15:42:42,427 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 16:28:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.7839, loss: 0.7839, grad_norm: 7.1991 2021-06-20 15:42:53,564 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 16:28:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9547, loss_cls: 0.6893, loss: 0.6893, grad_norm: 6.8406 2021-06-20 15:43:04,700 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 16:28:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7718, loss: 0.7718, grad_norm: 6.9839 2021-06-20 15:43:15,843 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 16:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7519, loss: 0.7519, grad_norm: 6.7973 2021-06-20 15:43:26,975 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 16:28:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.7802, loss: 0.7802, grad_norm: 7.1463 2021-06-20 15:43:38,121 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 16:27:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9391, loss_cls: 0.7984, loss: 0.7984, grad_norm: 7.0082 2021-06-20 15:43:49,270 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 16:27:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7533, loss: 0.7533, grad_norm: 6.9130 2021-06-20 15:44:00,430 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 16:27:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9313, loss_cls: 0.8015, loss: 0.8015, grad_norm: 7.1460 2021-06-20 15:44:11,560 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 16:27:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8396, loss: 0.8396, grad_norm: 7.4852 2021-06-20 15:44:22,708 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 16:27:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9289, loss_cls: 0.8007, loss: 0.8007, grad_norm: 7.0272 2021-06-20 15:44:33,854 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 16:26:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9453, loss_cls: 0.7110, loss: 0.7110, grad_norm: 6.8610 2021-06-20 15:44:45,015 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 16:26:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7703, loss: 0.7703, grad_norm: 7.0399 2021-06-20 15:44:56,163 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 16:26:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9367, loss_cls: 0.7461, loss: 0.7461, grad_norm: 7.0194 2021-06-20 15:45:07,297 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 16:26:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7833, loss: 0.7833, grad_norm: 6.9736 2021-06-20 15:45:18,447 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 16:26:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7704, loss: 0.7704, grad_norm: 7.0235 2021-06-20 15:45:29,577 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 16:26:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.7709, loss: 0.7709, grad_norm: 6.9299 2021-06-20 15:45:40,726 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 16:25:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9414, loss_cls: 0.6989, loss: 0.6989, grad_norm: 6.6054 2021-06-20 15:45:51,861 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 16:25:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.7830, loss: 0.7830, grad_norm: 6.9780 2021-06-20 15:46:02,998 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 16:25:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7609, loss: 0.7609, grad_norm: 6.9586 2021-06-20 15:46:14,136 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 16:25:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9484, loss_cls: 0.6831, loss: 0.6831, grad_norm: 6.8828 2021-06-20 15:46:25,284 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 16:25:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8213, loss: 0.8213, grad_norm: 7.1533 2021-06-20 15:46:36,437 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 16:24:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7816, loss: 0.7816, grad_norm: 7.0338 2021-06-20 15:46:47,596 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 16:24:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9437, loss_cls: 0.7323, loss: 0.7323, grad_norm: 6.8849 2021-06-20 15:46:58,719 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 16:24:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7657, loss: 0.7657, grad_norm: 6.9319 2021-06-20 15:47:09,844 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 16:24:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9313, loss_cls: 0.7467, loss: 0.7467, grad_norm: 6.7610 2021-06-20 15:47:21,007 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 16:24:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6846, loss: 0.6846, grad_norm: 6.6625 2021-06-20 15:47:32,161 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 16:23:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9437, loss_cls: 0.7368, loss: 0.7368, grad_norm: 6.9653 2021-06-20 15:47:43,303 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 16:23:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.7999, loss: 0.7999, grad_norm: 7.2916 2021-06-20 15:47:54,425 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 16:23:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9391, loss_cls: 0.7136, loss: 0.7136, grad_norm: 6.7780 2021-06-20 15:48:05,567 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 16:23:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9437, loss_cls: 0.7312, loss: 0.7312, grad_norm: 6.9220 2021-06-20 15:48:16,726 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 16:23:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9391, loss_cls: 0.7653, loss: 0.7653, grad_norm: 7.1425 2021-06-20 15:48:27,878 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 16:22:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7453, loss: 0.7453, grad_norm: 6.7946 2021-06-20 15:48:39,054 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 16:22:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9492, loss_cls: 0.6829, loss: 0.6829, grad_norm: 6.6006 2021-06-20 15:48:50,187 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 16:22:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7451, loss: 0.7451, grad_norm: 6.7300 2021-06-20 15:49:01,335 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 16:22:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9273, loss_cls: 0.7946, loss: 0.7946, grad_norm: 6.9943 2021-06-20 15:49:12,498 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 16:22:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9492, loss_cls: 0.6981, loss: 0.6981, grad_norm: 6.6401 2021-06-20 15:49:23,621 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 16:21:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9398, loss_cls: 0.8015, loss: 0.8015, grad_norm: 7.3433 2021-06-20 15:49:34,769 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 16:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9383, loss_cls: 0.7894, loss: 0.7894, grad_norm: 7.4633 2021-06-20 15:49:45,880 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 16:21:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7350, loss: 0.7350, grad_norm: 7.0485 2021-06-20 15:49:57,038 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 16:21:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7343, loss: 0.7343, grad_norm: 6.9131 2021-06-20 15:50:08,213 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 16:21:07, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.8003, loss: 0.8003, grad_norm: 7.0890 2021-06-20 15:50:19,377 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 16:20:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8132, loss: 0.8132, grad_norm: 7.2338 2021-06-20 15:50:30,513 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 16:20:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9422, loss_cls: 0.7585, loss: 0.7585, grad_norm: 6.9713 2021-06-20 15:50:41,644 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 16:20:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8009, loss: 0.8009, grad_norm: 7.0949 2021-06-20 15:50:52,797 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 16:20:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9320, loss_cls: 0.7714, loss: 0.7714, grad_norm: 6.7850 2021-06-20 15:51:03,941 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 16:20:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9273, loss_cls: 0.8028, loss: 0.8028, grad_norm: 7.2036 2021-06-20 15:51:15,075 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 16:19:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8330, loss: 0.8330, grad_norm: 7.3763 2021-06-20 15:51:26,223 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 16:19:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.7144, loss: 0.7144, grad_norm: 6.6026 2021-06-20 15:51:37,348 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 16:19:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9406, loss_cls: 0.7649, loss: 0.7649, grad_norm: 6.8136 2021-06-20 15:51:48,496 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 16:19:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.8012, loss: 0.8012, grad_norm: 6.9431 2021-06-20 15:51:59,636 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 16:19:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7307, loss: 0.7307, grad_norm: 6.7587 2021-06-20 15:52:10,785 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 16:18:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7764, loss: 0.7764, grad_norm: 7.0308 2021-06-20 15:52:21,933 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 16:18:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9258, loss_cls: 0.8225, loss: 0.8225, grad_norm: 7.1620 2021-06-20 15:52:33,071 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 16:18:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9492, loss_cls: 0.7332, loss: 0.7332, grad_norm: 7.0112 2021-06-20 15:52:44,191 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 16:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9422, loss_cls: 0.7534, loss: 0.7534, grad_norm: 6.9581 2021-06-20 15:52:55,352 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 16:18:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9469, loss_cls: 0.6998, loss: 0.6998, grad_norm: 6.5880 2021-06-20 15:53:06,500 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 16:18:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7104, loss: 0.7104, grad_norm: 6.6979 2021-06-20 15:53:17,635 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 16:17:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9313, loss_cls: 0.7815, loss: 0.7815, grad_norm: 7.0347 2021-06-20 15:53:28,777 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 16:17:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9195, loss_cls: 0.8463, loss: 0.8463, grad_norm: 6.8955 2021-06-20 15:53:39,924 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 16:17:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7339, loss: 0.7339, grad_norm: 6.8221 2021-06-20 15:53:51,076 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 16:17:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9375, loss_cls: 0.7234, loss: 0.7234, grad_norm: 6.6576 2021-06-20 15:54:02,234 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 16:17:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9477, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.7484 2021-06-20 15:54:13,365 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 16:16:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9445, loss_cls: 0.7078, loss: 0.7078, grad_norm: 6.5149 2021-06-20 15:54:24,526 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 16:16:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9422, loss_cls: 0.7526, loss: 0.7526, grad_norm: 6.8634 2021-06-20 15:54:35,675 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 16:16:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9430, loss_cls: 0.7489, loss: 0.7489, grad_norm: 6.7705 2021-06-20 15:54:46,834 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 16:16:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7849, loss: 0.7849, grad_norm: 6.9843 2021-06-20 15:54:57,994 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 16:16:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7324, loss: 0.7324, grad_norm: 7.0826 2021-06-20 15:55:09,155 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 16:15:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8169, loss: 0.8169, grad_norm: 6.9891 2021-06-20 15:55:21,509 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-06-20 15:56:41,909 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 16:15:52, time: 3.917, data_time: 3.346, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7501, loss: 0.7501, grad_norm: 6.9051 2021-06-20 15:56:53,074 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 16:15:40, time: 0.560, data_time: 0.007, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9461, loss_cls: 0.7230, loss: 0.7230, grad_norm: 6.8835 2021-06-20 15:57:04,165 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 16:15:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7330, loss: 0.7330, grad_norm: 6.7437 2021-06-20 15:57:15,276 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 16:15:16, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9430, loss_cls: 0.7759, loss: 0.7759, grad_norm: 6.9904 2021-06-20 15:57:26,381 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 16:15:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9414, loss_cls: 0.7809, loss: 0.7809, grad_norm: 7.0983 2021-06-20 15:57:37,523 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 16:14:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6779, loss: 0.6779, grad_norm: 6.6650 2021-06-20 15:57:48,653 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 16:14:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7597, loss: 0.7597, grad_norm: 6.8194 2021-06-20 15:57:59,780 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 16:14:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7676, loss: 0.7676, grad_norm: 7.0366 2021-06-20 15:58:10,925 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 16:14:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9336, loss_cls: 0.7982, loss: 0.7982, grad_norm: 7.3466 2021-06-20 15:58:22,069 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 16:14:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9383, loss_cls: 0.7415, loss: 0.7415, grad_norm: 7.0157 2021-06-20 15:58:33,233 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 16:13:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9398, loss_cls: 0.7523, loss: 0.7523, grad_norm: 7.0939 2021-06-20 15:58:44,362 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 16:13:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7008, loss: 0.7008, grad_norm: 6.6111 2021-06-20 15:58:55,502 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 16:13:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9414, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.6740 2021-06-20 15:59:06,621 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 16:13:19, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7297, loss: 0.7297, grad_norm: 6.7950 2021-06-20 15:59:17,750 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 16:13:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9359, loss_cls: 0.7559, loss: 0.7559, grad_norm: 6.8173 2021-06-20 15:59:28,893 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 16:12:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.7124, loss: 0.7124, grad_norm: 7.0435 2021-06-20 15:59:40,029 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 16:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6886, loss: 0.6886, grad_norm: 6.4785 2021-06-20 15:59:51,167 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 16:12:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9500, loss_cls: 0.6935, loss: 0.6935, grad_norm: 6.7816 2021-06-20 16:00:02,410 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 16:12:21, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9344, loss_cls: 0.7717, loss: 0.7717, grad_norm: 6.8952 2021-06-20 16:00:13,507 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 16:12:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9430, loss_cls: 0.6984, loss: 0.6984, grad_norm: 6.6762 2021-06-20 16:00:24,632 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 16:11:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7466, loss: 0.7466, grad_norm: 6.7889 2021-06-20 16:00:35,781 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 16:11:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6954, loss: 0.6954, grad_norm: 7.0483 2021-06-20 16:00:46,924 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 16:11:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9469, loss_cls: 0.7006, loss: 0.7006, grad_norm: 6.8033 2021-06-20 16:00:58,087 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 16:11:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9453, loss_cls: 0.6953, loss: 0.6953, grad_norm: 6.6471 2021-06-20 16:01:09,218 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 16:11:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.6920, loss: 0.6920, grad_norm: 6.9218 2021-06-20 16:01:20,350 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 16:10:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9453, loss_cls: 0.7090, loss: 0.7090, grad_norm: 6.9398 2021-06-20 16:01:31,499 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 16:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9445, loss_cls: 0.7188, loss: 0.7188, grad_norm: 6.8158 2021-06-20 16:01:42,639 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 16:10:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7408, loss: 0.7408, grad_norm: 6.9436 2021-06-20 16:01:53,787 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 16:10:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9227, loss_cls: 0.7584, loss: 0.7584, grad_norm: 6.8398 2021-06-20 16:02:04,931 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 16:10:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7730, loss: 0.7730, grad_norm: 6.9370 2021-06-20 16:02:16,075 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 16:10:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9289, loss_cls: 0.7936, loss: 0.7936, grad_norm: 7.2200 2021-06-20 16:02:27,413 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 16:09:49, time: 0.566, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9445, loss_cls: 0.7321, loss: 0.7321, grad_norm: 6.9417 2021-06-20 16:02:38,704 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 16:09:37, time: 0.564, data_time: 0.003, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9336, loss_cls: 0.7304, loss: 0.7304, grad_norm: 6.9111 2021-06-20 16:02:49,855 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 16:09:26, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.7956, loss: 0.7956, grad_norm: 7.0194 2021-06-20 16:03:00,997 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 16:09:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9398, loss_cls: 0.7336, loss: 0.7336, grad_norm: 6.7903 2021-06-20 16:03:12,429 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 16:09:02, time: 0.572, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9492, loss_cls: 0.7151, loss: 0.7151, grad_norm: 6.8528 2021-06-20 16:03:24,050 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 16:08:51, time: 0.581, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6798, loss: 0.6798, grad_norm: 6.7149 2021-06-20 16:03:35,188 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 16:08:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9461, loss_cls: 0.7334, loss: 0.7334, grad_norm: 7.0017 2021-06-20 16:03:46,322 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 16:08:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9336, loss_cls: 0.7645, loss: 0.7645, grad_norm: 6.9846 2021-06-20 16:03:57,459 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 16:08:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9352, loss_cls: 0.7808, loss: 0.7808, grad_norm: 7.0158 2021-06-20 16:04:08,606 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 16:08:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.8188, loss: 0.8188, grad_norm: 7.0554 2021-06-20 16:04:19,769 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 16:07:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9500, loss_cls: 0.7182, loss: 0.7182, grad_norm: 6.8904 2021-06-20 16:04:30,903 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 16:07:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9414, loss_cls: 0.7766, loss: 0.7766, grad_norm: 6.9183 2021-06-20 16:04:42,060 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 16:07:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9445, loss_cls: 0.6785, loss: 0.6785, grad_norm: 6.6557 2021-06-20 16:04:53,235 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 16:07:17, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9406, loss_cls: 0.7146, loss: 0.7146, grad_norm: 6.6630 2021-06-20 16:05:04,416 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 16:07:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7378, loss: 0.7378, grad_norm: 6.9939 2021-06-20 16:05:15,549 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 16:06:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6874, loss: 0.6874, grad_norm: 6.9083 2021-06-20 16:05:26,683 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 16:06:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9391, loss_cls: 0.7232, loss: 0.7232, grad_norm: 7.0866 2021-06-20 16:05:37,830 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 16:06:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9320, loss_cls: 0.7434, loss: 0.7434, grad_norm: 6.9028 2021-06-20 16:05:48,983 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 16:06:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9383, loss_cls: 0.7675, loss: 0.7675, grad_norm: 7.0830 2021-06-20 16:06:00,136 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 16:06:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9430, loss_cls: 0.7102, loss: 0.7102, grad_norm: 6.8531 2021-06-20 16:06:11,274 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 16:05:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7171, loss: 0.7171, grad_norm: 6.8595 2021-06-20 16:06:22,402 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 16:05:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6470, loss: 0.6470, grad_norm: 6.4788 2021-06-20 16:06:33,555 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 16:05:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9477, loss_cls: 0.6834, loss: 0.6834, grad_norm: 6.6273 2021-06-20 16:06:44,705 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 16:05:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6493, loss: 0.6493, grad_norm: 6.4785 2021-06-20 16:06:55,839 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 16:05:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9492, loss_cls: 0.7293, loss: 0.7293, grad_norm: 7.0029 2021-06-20 16:07:06,959 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 16:04:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9367, loss_cls: 0.7767, loss: 0.7767, grad_norm: 7.2271 2021-06-20 16:07:18,094 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 16:04:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7144, loss: 0.7144, grad_norm: 6.8781 2021-06-20 16:07:29,241 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 16:04:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9461, loss_cls: 0.7359, loss: 0.7359, grad_norm: 6.9668 2021-06-20 16:07:40,385 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 16:04:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9305, loss_cls: 0.7778, loss: 0.7778, grad_norm: 7.1655 2021-06-20 16:07:51,536 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 16:04:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9367, loss_cls: 0.7564, loss: 0.7564, grad_norm: 6.9006 2021-06-20 16:08:02,686 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 16:03:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.7683, loss: 0.7683, grad_norm: 6.9692 2021-06-20 16:08:13,835 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 16:03:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9477, loss_cls: 0.6911, loss: 0.6911, grad_norm: 6.6707 2021-06-20 16:08:24,977 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 16:03:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7132, loss: 0.7132, grad_norm: 6.6083 2021-06-20 16:08:36,129 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 16:03:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9313, loss_cls: 0.7930, loss: 0.7930, grad_norm: 7.0427 2021-06-20 16:08:47,282 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 16:03:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9336, loss_cls: 0.7476, loss: 0.7476, grad_norm: 6.9588 2021-06-20 16:08:58,428 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 16:03:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7944, loss: 0.7944, grad_norm: 6.8949 2021-06-20 16:09:09,564 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 16:02:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7617, loss: 0.7617, grad_norm: 6.9700 2021-06-20 16:09:20,727 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 16:02:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9359, loss_cls: 0.7365, loss: 0.7365, grad_norm: 6.8676 2021-06-20 16:09:31,850 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 16:02:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9297, loss_cls: 0.7911, loss: 0.7911, grad_norm: 6.8480 2021-06-20 16:09:42,988 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 16:02:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9391, loss_cls: 0.7890, loss: 0.7890, grad_norm: 7.0077 2021-06-20 16:09:54,132 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 16:02:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9313, loss_cls: 0.7488, loss: 0.7488, grad_norm: 6.8135 2021-06-20 16:10:05,295 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 16:01:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7779, loss: 0.7779, grad_norm: 7.1293 2021-06-20 16:10:16,426 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 16:01:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9367, loss_cls: 0.7483, loss: 0.7483, grad_norm: 7.0008 2021-06-20 16:10:27,531 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 16:01:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9398, loss_cls: 0.7362, loss: 0.7362, grad_norm: 6.8700 2021-06-20 16:10:38,668 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 16:01:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9523, loss_cls: 0.6812, loss: 0.6812, grad_norm: 6.9939 2021-06-20 16:10:49,799 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 16:01:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7198, loss: 0.7198, grad_norm: 6.7116 2021-06-20 16:11:00,955 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 16:00:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9437, loss_cls: 0.7355, loss: 0.7355, grad_norm: 6.7845 2021-06-20 16:11:12,110 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 16:00:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7724, loss: 0.7724, grad_norm: 7.1276 2021-06-20 16:11:23,250 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 16:00:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9313, loss_cls: 0.7469, loss: 0.7469, grad_norm: 6.7970 2021-06-20 16:11:34,390 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 16:00:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.7119, loss: 0.7119, grad_norm: 6.8163 2021-06-20 16:11:45,529 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 16:00:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9289, loss_cls: 0.7874, loss: 0.7874, grad_norm: 6.9972 2021-06-20 16:11:56,675 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 15:59:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.7254, loss: 0.7254, grad_norm: 6.8797 2021-06-20 16:12:07,834 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 15:59:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7230, loss: 0.7230, grad_norm: 6.8356 2021-06-20 16:12:18,976 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 15:59:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9398, loss_cls: 0.7594, loss: 0.7594, grad_norm: 6.9840 2021-06-20 16:12:30,119 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 15:59:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9500, loss_cls: 0.6899, loss: 0.6899, grad_norm: 6.6605 2021-06-20 16:12:41,253 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 15:59:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7373, loss: 0.7373, grad_norm: 6.7449 2021-06-20 16:12:52,400 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 15:58:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9359, loss_cls: 0.7870, loss: 0.7870, grad_norm: 7.1314 2021-06-20 16:13:03,550 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 15:58:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9453, loss_cls: 0.7868, loss: 0.7868, grad_norm: 7.3643 2021-06-20 16:13:14,698 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 15:58:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9516, loss_cls: 0.7036, loss: 0.7036, grad_norm: 6.8412 2021-06-20 16:13:25,825 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 15:58:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.7498, loss: 0.7498, grad_norm: 7.0022 2021-06-20 16:13:36,962 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 15:58:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7048, loss: 0.7048, grad_norm: 6.7444 2021-06-20 16:13:48,107 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 15:57:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7428, loss: 0.7428, grad_norm: 6.9584 2021-06-20 16:13:59,242 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 15:57:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7347, loss: 0.7347, grad_norm: 6.9642 2021-06-20 16:14:10,416 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 15:57:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7581, loss: 0.7581, grad_norm: 6.9934 2021-06-20 16:14:21,531 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 15:57:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9406, loss_cls: 0.7184, loss: 0.7184, grad_norm: 6.7029 2021-06-20 16:14:32,660 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 15:57:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9313, loss_cls: 0.7753, loss: 0.7753, grad_norm: 6.9735 2021-06-20 16:14:43,806 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 15:56:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7621, loss: 0.7621, grad_norm: 7.1058 2021-06-20 16:14:54,970 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 15:56:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9453, loss_cls: 0.7406, loss: 0.7406, grad_norm: 7.0266 2021-06-20 16:15:06,182 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 15:56:34, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9539, loss_cls: 0.6733, loss: 0.6733, grad_norm: 6.8793 2021-06-20 16:15:17,267 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 15:56:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9383, loss_cls: 0.7566, loss: 0.7566, grad_norm: 7.1158 2021-06-20 16:15:28,424 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 15:56:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9320, loss_cls: 0.7343, loss: 0.7343, grad_norm: 6.7355 2021-06-20 16:15:39,552 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 15:55:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.6907, loss: 0.6907, grad_norm: 6.8853 2021-06-20 16:15:50,697 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 15:55:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9445, loss_cls: 0.7377, loss: 0.7377, grad_norm: 6.9374 2021-06-20 16:16:01,854 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 15:55:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9516, loss_cls: 0.7170, loss: 0.7170, grad_norm: 7.0477 2021-06-20 16:16:12,985 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 15:55:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9430, loss_cls: 0.7141, loss: 0.7141, grad_norm: 6.9212 2021-06-20 16:16:24,107 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 15:55:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9328, loss_cls: 0.7767, loss: 0.7767, grad_norm: 7.0651 2021-06-20 16:16:35,243 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 15:55:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9375, loss_cls: 0.7663, loss: 0.7663, grad_norm: 7.0091 2021-06-20 16:16:46,398 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 15:54:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7855, loss: 0.7855, grad_norm: 7.1148 2021-06-20 16:16:57,540 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 15:54:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9477, loss_cls: 0.7262, loss: 0.7262, grad_norm: 7.1095 2021-06-20 16:17:08,667 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 15:54:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9461, loss_cls: 0.7032, loss: 0.7032, grad_norm: 6.7717 2021-06-20 16:17:19,821 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 15:54:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9484, loss_cls: 0.7323, loss: 0.7323, grad_norm: 6.9082 2021-06-20 16:17:30,963 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 15:54:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9398, loss_cls: 0.6903, loss: 0.6903, grad_norm: 6.6992 2021-06-20 16:17:42,084 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 15:53:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7243, loss: 0.7243, grad_norm: 6.5564 2021-06-20 16:17:53,233 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 15:53:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.7465, loss: 0.7465, grad_norm: 7.0225 2021-06-20 16:18:04,380 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 15:53:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9445, loss_cls: 0.7381, loss: 0.7381, grad_norm: 6.6159 2021-06-20 16:18:15,529 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 15:53:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.7420, loss: 0.7420, grad_norm: 6.8419 2021-06-20 16:18:26,662 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 15:53:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.7295, loss: 0.7295, grad_norm: 6.7633 2021-06-20 16:18:37,781 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 15:52:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7160, loss: 0.7160, grad_norm: 6.9376 2021-06-20 16:18:48,910 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 15:52:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9437, loss_cls: 0.7380, loss: 0.7380, grad_norm: 7.0409 2021-06-20 16:19:00,041 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 15:52:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.7117, loss: 0.7117, grad_norm: 6.7687 2021-06-20 16:19:11,173 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 15:52:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7291, loss: 0.7291, grad_norm: 7.0155 2021-06-20 16:19:22,263 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 15:52:06, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.8001, loss: 0.8001, grad_norm: 7.1870 2021-06-20 16:19:33,411 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 15:51:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9289, loss_cls: 0.7665, loss: 0.7665, grad_norm: 6.8267 2021-06-20 16:19:44,548 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 15:51:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7274, loss: 0.7274, grad_norm: 6.9264 2021-06-20 16:19:55,687 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 15:51:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9352, loss_cls: 0.7583, loss: 0.7583, grad_norm: 7.3050 2021-06-20 16:20:06,836 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 15:51:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9289, loss_cls: 0.7705, loss: 0.7705, grad_norm: 6.8859 2021-06-20 16:20:18,004 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 15:51:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9516, loss_cls: 0.6673, loss: 0.6673, grad_norm: 6.8445 2021-06-20 16:20:29,128 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 15:50:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9352, loss_cls: 0.7774, loss: 0.7774, grad_norm: 7.0371 2021-06-20 16:20:40,265 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 15:50:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9344, loss_cls: 0.7635, loss: 0.7635, grad_norm: 6.9965 2021-06-20 16:20:51,406 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 15:50:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8073, loss: 0.8073, grad_norm: 7.3020 2021-06-20 16:21:02,549 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 15:50:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7369, loss: 0.7369, grad_norm: 7.1097 2021-06-20 16:21:13,705 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 15:50:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9406, loss_cls: 0.7550, loss: 0.7550, grad_norm: 7.0986 2021-06-20 16:21:24,850 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 15:49:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9469, loss_cls: 0.6975, loss: 0.6975, grad_norm: 6.7992 2021-06-20 16:21:35,982 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 15:49:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9352, loss_cls: 0.7536, loss: 0.7536, grad_norm: 7.0708 2021-06-20 16:21:47,097 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 15:49:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9250, loss_cls: 0.7900, loss: 0.7900, grad_norm: 7.0366 2021-06-20 16:21:58,231 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 15:49:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7539, loss: 0.7539, grad_norm: 7.0225 2021-06-20 16:22:09,364 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 15:49:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9320, loss_cls: 0.8014, loss: 0.8014, grad_norm: 7.0690 2021-06-20 16:22:20,499 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 15:48:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9453, loss_cls: 0.7586, loss: 0.7586, grad_norm: 7.1095 2021-06-20 16:22:31,643 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 15:48:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9391, loss_cls: 0.7222, loss: 0.7222, grad_norm: 6.7951 2021-06-20 16:22:42,773 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 15:48:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9477, loss_cls: 0.7337, loss: 0.7337, grad_norm: 7.2590 2021-06-20 16:22:53,912 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 15:48:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9359, loss_cls: 0.7510, loss: 0.7510, grad_norm: 7.0890 2021-06-20 16:23:05,044 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 15:48:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9336, loss_cls: 0.7967, loss: 0.7967, grad_norm: 7.1125 2021-06-20 16:23:16,176 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 15:48:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9320, loss_cls: 0.7564, loss: 0.7564, grad_norm: 7.0154 2021-06-20 16:23:27,322 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 15:47:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9453, loss_cls: 0.7135, loss: 0.7135, grad_norm: 6.9850 2021-06-20 16:23:38,462 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 15:47:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9469, loss_cls: 0.7322, loss: 0.7322, grad_norm: 6.8145 2021-06-20 16:23:49,606 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 15:47:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7691, loss: 0.7691, grad_norm: 7.0534 2021-06-20 16:24:00,750 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 15:47:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9453, loss_cls: 0.7532, loss: 0.7532, grad_norm: 7.2571 2021-06-20 16:24:11,951 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 15:47:02, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7689, loss: 0.7689, grad_norm: 7.2559 2021-06-20 16:24:23,042 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 15:46:50, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9375, loss_cls: 0.7279, loss: 0.7279, grad_norm: 6.8287 2021-06-20 16:24:34,198 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 15:46:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7560, loss: 0.7560, grad_norm: 7.1793 2021-06-20 16:24:45,329 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 15:46:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8136, loss: 0.8136, grad_norm: 7.4014 2021-06-20 16:24:56,488 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 15:46:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7594, loss: 0.7594, grad_norm: 7.0030 2021-06-20 16:25:07,644 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 15:46:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7380, loss: 0.7380, grad_norm: 6.7454 2021-06-20 16:25:18,779 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 15:45:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.7184, loss: 0.7184, grad_norm: 6.8377 2021-06-20 16:25:29,930 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 15:45:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6713, loss: 0.6713, grad_norm: 6.7993 2021-06-20 16:25:41,101 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 15:45:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9313, loss_cls: 0.7708, loss: 0.7708, grad_norm: 6.8901 2021-06-20 16:25:52,237 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 15:45:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9313, loss_cls: 0.7615, loss: 0.7615, grad_norm: 7.1159 2021-06-20 16:26:03,392 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 15:45:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7572, loss: 0.7572, grad_norm: 7.1447 2021-06-20 16:26:14,523 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 15:44:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9453, loss_cls: 0.7364, loss: 0.7364, grad_norm: 6.9178 2021-06-20 16:26:25,646 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 15:44:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9531, loss_cls: 0.6896, loss: 0.6896, grad_norm: 7.0400 2021-06-20 16:26:36,800 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 15:44:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9328, loss_cls: 0.7484, loss: 0.7484, grad_norm: 6.7804 2021-06-20 16:26:47,947 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 15:44:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7417, loss: 0.7417, grad_norm: 7.1183 2021-06-20 16:26:59,095 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 15:44:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7796, loss: 0.7796, grad_norm: 7.3678 2021-06-20 16:27:10,230 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 15:43:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9336, loss_cls: 0.7719, loss: 0.7719, grad_norm: 7.1366 2021-06-20 16:27:21,372 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 15:43:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9406, loss_cls: 0.7779, loss: 0.7779, grad_norm: 7.1862 2021-06-20 16:27:32,534 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 15:43:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9422, loss_cls: 0.7221, loss: 0.7221, grad_norm: 6.5987 2021-06-20 16:27:43,682 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 15:43:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9359, loss_cls: 0.7639, loss: 0.7639, grad_norm: 7.1246 2021-06-20 16:27:54,825 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 15:43:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9516, loss_cls: 0.6763, loss: 0.6763, grad_norm: 6.8321 2021-06-20 16:28:05,966 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 15:42:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7717, loss: 0.7717, grad_norm: 7.2171 2021-06-20 16:28:17,095 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 15:42:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9289, loss_cls: 0.7980, loss: 0.7980, grad_norm: 7.2683 2021-06-20 16:28:28,225 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 15:42:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7434, loss: 0.7434, grad_norm: 6.9750 2021-06-20 16:28:39,380 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 15:42:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9422, loss_cls: 0.7452, loss: 0.7452, grad_norm: 6.9080 2021-06-20 16:28:50,509 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 15:42:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9445, loss_cls: 0.7549, loss: 0.7549, grad_norm: 7.0000 2021-06-20 16:29:01,658 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 15:41:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9375, loss_cls: 0.7378, loss: 0.7378, grad_norm: 6.8893 2021-06-20 16:29:12,804 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 15:41:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7192, loss: 0.7192, grad_norm: 6.6823 2021-06-20 16:29:23,950 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 15:41:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.7459, loss: 0.7459, grad_norm: 6.9754 2021-06-20 16:29:35,128 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 15:41:23, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9344, loss_cls: 0.7859, loss: 0.7859, grad_norm: 7.2661 2021-06-20 16:29:46,282 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 15:41:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9328, loss_cls: 0.7431, loss: 0.7431, grad_norm: 6.8720 2021-06-20 16:29:57,424 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 15:41:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8168, loss: 0.8168, grad_norm: 7.3277 2021-06-20 16:30:08,558 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 15:40:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.7811, loss: 0.7811, grad_norm: 7.2465 2021-06-20 16:30:19,696 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 15:40:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9383, loss_cls: 0.7270, loss: 0.7270, grad_norm: 7.0127 2021-06-20 16:30:30,833 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 15:40:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.8016, loss: 0.8016, grad_norm: 7.5064 2021-06-20 16:30:41,987 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 15:40:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7204, loss: 0.7204, grad_norm: 6.9646 2021-06-20 16:30:53,114 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 15:40:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9414, loss_cls: 0.7266, loss: 0.7266, grad_norm: 7.1631 2021-06-20 16:31:04,251 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 15:39:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9258, loss_cls: 0.8071, loss: 0.8071, grad_norm: 7.3495 2021-06-20 16:31:15,383 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 15:39:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7423, loss: 0.7423, grad_norm: 6.8178 2021-06-20 16:31:34,810 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-06-20 16:33:30,327 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 15:39:49, time: 5.733, data_time: 5.011, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9391, loss_cls: 0.8065, loss: 0.8065, grad_norm: 7.3266 2021-06-20 16:33:41,447 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 15:39:38, time: 0.556, data_time: 0.005, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.7102, loss: 0.7102, grad_norm: 7.1906 2021-06-20 16:33:52,544 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 15:39:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9398, loss_cls: 0.7674, loss: 0.7674, grad_norm: 6.9245 2021-06-20 16:34:03,666 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 15:39:14, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9437, loss_cls: 0.6678, loss: 0.6678, grad_norm: 6.6530 2021-06-20 16:34:14,795 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 15:39:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9406, loss_cls: 0.7611, loss: 0.7611, grad_norm: 7.2041 2021-06-20 16:34:25,912 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 15:38:51, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9445, loss_cls: 0.7214, loss: 0.7214, grad_norm: 6.9637 2021-06-20 16:34:37,122 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 15:38:39, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9492, loss_cls: 0.7255, loss: 0.7255, grad_norm: 7.1891 2021-06-20 16:34:48,259 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 15:38:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9398, loss_cls: 0.7051, loss: 0.7051, grad_norm: 6.8585 2021-06-20 16:34:59,372 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 15:38:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9430, loss_cls: 0.6933, loss: 0.6933, grad_norm: 6.6897 2021-06-20 16:35:10,569 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 15:38:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9414, loss_cls: 0.7242, loss: 0.7242, grad_norm: 6.8351 2021-06-20 16:35:21,673 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 15:37:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9547, loss_cls: 0.6738, loss: 0.6738, grad_norm: 6.7126 2021-06-20 16:35:32,826 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 15:37:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9453, loss_cls: 0.6896, loss: 0.6896, grad_norm: 6.7282 2021-06-20 16:35:43,969 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 15:37:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9445, loss_cls: 0.7030, loss: 0.7030, grad_norm: 6.7973 2021-06-20 16:35:55,122 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 15:37:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9500, loss_cls: 0.6906, loss: 0.6906, grad_norm: 6.6678 2021-06-20 16:36:06,293 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 15:37:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9477, loss_cls: 0.6783, loss: 0.6783, grad_norm: 6.7693 2021-06-20 16:36:17,432 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 15:36:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9516, loss_cls: 0.7314, loss: 0.7314, grad_norm: 7.0181 2021-06-20 16:36:28,553 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 15:36:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7713, loss: 0.7713, grad_norm: 6.9035 2021-06-20 16:36:39,690 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 15:36:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9437, loss_cls: 0.6965, loss: 0.6965, grad_norm: 6.5602 2021-06-20 16:36:50,825 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 15:36:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9430, loss_cls: 0.7497, loss: 0.7497, grad_norm: 7.1205 2021-06-20 16:37:01,965 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 15:36:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.7029, loss: 0.7029, grad_norm: 6.9997 2021-06-20 16:37:13,099 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 15:35:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7610, loss: 0.7610, grad_norm: 7.0839 2021-06-20 16:37:24,213 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 15:35:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9414, loss_cls: 0.6950, loss: 0.6950, grad_norm: 6.6013 2021-06-20 16:37:35,353 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 15:35:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6840, loss: 0.6840, grad_norm: 6.6235 2021-06-20 16:37:46,483 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 15:35:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7308, loss: 0.7308, grad_norm: 6.9519 2021-06-20 16:37:57,610 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 15:35:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9398, loss_cls: 0.7161, loss: 0.7161, grad_norm: 6.9765 2021-06-20 16:38:08,750 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 15:34:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9484, loss_cls: 0.7270, loss: 0.7270, grad_norm: 7.2792 2021-06-20 16:38:19,885 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 15:34:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7383, loss: 0.7383, grad_norm: 7.1025 2021-06-20 16:38:31,017 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 15:34:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9391, loss_cls: 0.7641, loss: 0.7641, grad_norm: 7.0810 2021-06-20 16:38:42,168 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 15:34:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7429, loss: 0.7429, grad_norm: 6.9744 2021-06-20 16:38:53,318 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 15:34:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9594, loss_cls: 0.7093, loss: 0.7093, grad_norm: 7.1128 2021-06-20 16:39:04,437 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 15:33:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9414, loss_cls: 0.7340, loss: 0.7340, grad_norm: 6.8683 2021-06-20 16:39:15,571 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 15:33:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9547, loss_cls: 0.6753, loss: 0.6753, grad_norm: 6.8558 2021-06-20 16:39:26,696 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 15:33:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6867, loss: 0.6867, grad_norm: 6.7577 2021-06-20 16:39:37,834 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 15:33:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7615, loss: 0.7615, grad_norm: 7.1286 2021-06-20 16:39:48,962 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 15:33:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9414, loss_cls: 0.7553, loss: 0.7553, grad_norm: 7.1319 2021-06-20 16:40:00,097 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 15:33:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7283, loss: 0.7283, grad_norm: 6.9957 2021-06-20 16:40:11,255 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 15:32:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9383, loss_cls: 0.6917, loss: 0.6917, grad_norm: 6.4320 2021-06-20 16:40:22,358 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 15:32:37, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7611, loss: 0.7611, grad_norm: 6.9830 2021-06-20 16:40:33,495 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 15:32:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7522, loss: 0.7522, grad_norm: 7.2208 2021-06-20 16:40:44,632 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 15:32:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9383, loss_cls: 0.7366, loss: 0.7366, grad_norm: 6.9373 2021-06-20 16:40:55,759 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 15:32:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7497, loss: 0.7497, grad_norm: 6.8854 2021-06-20 16:41:06,899 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 15:31:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9484, loss_cls: 0.7196, loss: 0.7196, grad_norm: 7.1456 2021-06-20 16:41:18,068 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 15:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.7828, loss: 0.7828, grad_norm: 7.0745 2021-06-20 16:41:29,226 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 15:31:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9336, loss_cls: 0.7910, loss: 0.7910, grad_norm: 7.2150 2021-06-20 16:41:40,370 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 15:31:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7761, loss: 0.7761, grad_norm: 7.3090 2021-06-20 16:41:51,525 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 15:31:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7644, loss: 0.7644, grad_norm: 7.0128 2021-06-20 16:42:02,648 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 15:30:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9406, loss_cls: 0.7153, loss: 0.7153, grad_norm: 6.8334 2021-06-20 16:42:13,809 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 15:30:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9469, loss_cls: 0.7140, loss: 0.7140, grad_norm: 6.9365 2021-06-20 16:42:24,959 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 15:30:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9367, loss_cls: 0.7296, loss: 0.7296, grad_norm: 6.7822 2021-06-20 16:42:36,159 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 15:30:16, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7665, loss: 0.7665, grad_norm: 7.1062 2021-06-20 16:42:47,249 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 15:30:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9477, loss_cls: 0.7505, loss: 0.7505, grad_norm: 7.3292 2021-06-20 16:42:58,381 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 15:29:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9383, loss_cls: 0.7079, loss: 0.7079, grad_norm: 6.7328 2021-06-20 16:43:09,515 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 15:29:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9336, loss_cls: 0.7665, loss: 0.7665, grad_norm: 6.9056 2021-06-20 16:43:20,665 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 15:29:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9313, loss_cls: 0.7665, loss: 0.7665, grad_norm: 6.9600 2021-06-20 16:43:31,805 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 15:29:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.7062, loss: 0.7062, grad_norm: 6.6389 2021-06-20 16:43:42,937 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 15:29:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6877, loss: 0.6877, grad_norm: 6.7352 2021-06-20 16:43:54,068 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 15:28:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9531, loss_cls: 0.6880, loss: 0.6880, grad_norm: 7.0156 2021-06-20 16:44:05,210 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 15:28:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9437, loss_cls: 0.6892, loss: 0.6892, grad_norm: 6.6380 2021-06-20 16:44:16,360 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 15:28:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7675, loss: 0.7675, grad_norm: 6.9697 2021-06-20 16:44:27,498 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 15:28:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9383, loss_cls: 0.7132, loss: 0.7132, grad_norm: 6.8721 2021-06-20 16:44:38,653 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 15:28:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9359, loss_cls: 0.7295, loss: 0.7295, grad_norm: 6.7522 2021-06-20 16:44:49,814 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 15:27:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9344, loss_cls: 0.7070, loss: 0.7070, grad_norm: 6.9217 2021-06-20 16:45:00,956 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 15:27:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9406, loss_cls: 0.6851, loss: 0.6851, grad_norm: 6.4412 2021-06-20 16:45:12,093 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 15:27:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9328, loss_cls: 0.7586, loss: 0.7586, grad_norm: 7.1125 2021-06-20 16:45:23,240 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 15:27:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.7150, loss: 0.7150, grad_norm: 6.9480 2021-06-20 16:45:34,371 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 15:27:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9484, loss_cls: 0.7260, loss: 0.7260, grad_norm: 7.0052 2021-06-20 16:45:45,508 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 15:26:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.7067, loss: 0.7067, grad_norm: 6.8212 2021-06-20 16:45:56,631 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 15:26:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7412, loss: 0.7412, grad_norm: 6.9852 2021-06-20 16:46:07,764 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 15:26:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7328, loss: 0.7328, grad_norm: 7.1037 2021-06-20 16:46:18,915 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 15:26:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9492, loss_cls: 0.7126, loss: 0.7126, grad_norm: 7.0362 2021-06-20 16:46:30,055 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 15:26:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7292, loss: 0.7292, grad_norm: 6.9134 2021-06-20 16:46:41,201 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 15:25:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9461, loss_cls: 0.7099, loss: 0.7099, grad_norm: 6.9720 2021-06-20 16:46:52,380 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 15:25:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7470, loss: 0.7470, grad_norm: 7.3363 2021-06-20 16:47:03,491 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 15:25:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7615, loss: 0.7615, grad_norm: 7.1005 2021-06-20 16:47:14,625 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 15:25:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9500, loss_cls: 0.7172, loss: 0.7172, grad_norm: 7.0464 2021-06-20 16:47:25,744 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 15:25:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9344, loss_cls: 0.7463, loss: 0.7463, grad_norm: 6.8215 2021-06-20 16:47:36,873 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 15:25:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9375, loss_cls: 0.7115, loss: 0.7115, grad_norm: 6.7582 2021-06-20 16:47:48,024 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 15:24:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9453, loss_cls: 0.6996, loss: 0.6996, grad_norm: 6.9677 2021-06-20 16:47:59,168 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 15:24:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6955, loss: 0.6955, grad_norm: 6.7782 2021-06-20 16:48:10,308 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 15:24:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9437, loss_cls: 0.7030, loss: 0.7030, grad_norm: 6.8321 2021-06-20 16:48:21,446 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 15:24:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9453, loss_cls: 0.7505, loss: 0.7505, grad_norm: 7.2273 2021-06-20 16:48:32,581 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 15:24:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9344, loss_cls: 0.7758, loss: 0.7758, grad_norm: 7.3757 2021-06-20 16:48:43,744 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 15:23:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9414, loss_cls: 0.7415, loss: 0.7415, grad_norm: 7.2566 2021-06-20 16:48:54,961 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 15:23:39, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9531, loss_cls: 0.6764, loss: 0.6764, grad_norm: 6.9267 2021-06-20 16:49:06,059 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 15:23:27, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9367, loss_cls: 0.7155, loss: 0.7155, grad_norm: 6.8779 2021-06-20 16:49:17,183 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 15:23:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9445, loss_cls: 0.7526, loss: 0.7526, grad_norm: 7.3327 2021-06-20 16:49:28,310 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 15:23:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.8260, loss: 0.8260, grad_norm: 7.3910 2021-06-20 16:49:39,452 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 15:22:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.7150, loss: 0.7150, grad_norm: 6.8867 2021-06-20 16:49:50,599 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 15:22:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8148, loss: 0.8148, grad_norm: 7.0623 2021-06-20 16:50:01,758 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 15:22:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9422, loss_cls: 0.7390, loss: 0.7390, grad_norm: 6.8151 2021-06-20 16:50:12,889 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 15:22:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9281, loss_cls: 0.8125, loss: 0.8125, grad_norm: 7.0191 2021-06-20 16:50:24,021 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 15:22:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9469, loss_cls: 0.6997, loss: 0.6997, grad_norm: 6.8628 2021-06-20 16:50:35,159 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 15:21:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7055, loss: 0.7055, grad_norm: 6.9042 2021-06-20 16:50:46,317 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 15:21:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6915, loss: 0.6915, grad_norm: 7.0058 2021-06-20 16:50:57,467 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 15:21:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.7024, loss: 0.7024, grad_norm: 6.9666 2021-06-20 16:51:08,559 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 15:21:19, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7313, loss: 0.7313, grad_norm: 6.9184 2021-06-20 16:51:19,679 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 15:21:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9422, loss_cls: 0.7381, loss: 0.7381, grad_norm: 7.0658 2021-06-20 16:51:30,835 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 15:20:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9211, loss_cls: 0.8724, loss: 0.8724, grad_norm: 7.6424 2021-06-20 16:51:41,991 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 15:20:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.7578, loss: 0.7578, grad_norm: 6.9663 2021-06-20 16:51:53,137 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 15:20:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6782, loss: 0.6782, grad_norm: 6.7670 2021-06-20 16:52:04,274 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 15:20:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7710, loss: 0.7710, grad_norm: 6.9996 2021-06-20 16:52:15,427 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 15:20:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9391, loss_cls: 0.7153, loss: 0.7153, grad_norm: 6.9582 2021-06-20 16:52:26,543 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 15:19:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7672, loss: 0.7672, grad_norm: 7.0109 2021-06-20 16:52:37,716 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 15:19:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9406, loss_cls: 0.7599, loss: 0.7599, grad_norm: 7.0487 2021-06-20 16:52:48,866 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 15:19:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7599, loss: 0.7599, grad_norm: 6.9668 2021-06-20 16:52:59,992 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 15:19:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.7933, loss: 0.7933, grad_norm: 7.1801 2021-06-20 16:53:11,115 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 15:19:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9273, loss_cls: 0.7955, loss: 0.7955, grad_norm: 6.9740 2021-06-20 16:53:22,245 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 15:18:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9422, loss_cls: 0.7026, loss: 0.7026, grad_norm: 6.6780 2021-06-20 16:53:33,384 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 15:18:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.8022, loss: 0.8022, grad_norm: 7.3080 2021-06-20 16:53:44,536 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 15:18:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8116, loss: 0.8116, grad_norm: 7.2263 2021-06-20 16:53:55,688 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 15:18:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7060, loss: 0.7060, grad_norm: 6.8141 2021-06-20 16:54:06,846 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 15:18:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7442, loss: 0.7442, grad_norm: 6.7097 2021-06-20 16:54:17,984 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 15:18:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8093, loss: 0.8093, grad_norm: 7.1345 2021-06-20 16:54:29,137 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 15:17:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9273, loss_cls: 0.8184, loss: 0.8184, grad_norm: 7.7415 2021-06-20 16:54:40,261 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 15:17:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9469, loss_cls: 0.7121, loss: 0.7121, grad_norm: 6.8777 2021-06-20 16:54:51,417 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 15:17:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7627, loss: 0.7627, grad_norm: 7.0693 2021-06-20 16:55:02,571 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 15:17:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9453, loss_cls: 0.7095, loss: 0.7095, grad_norm: 6.8564 2021-06-20 16:55:13,733 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 15:17:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9313, loss_cls: 0.7879, loss: 0.7879, grad_norm: 7.3079 2021-06-20 16:55:24,882 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 15:16:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9313, loss_cls: 0.7663, loss: 0.7663, grad_norm: 6.9505 2021-06-20 16:55:36,035 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 15:16:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7432, loss: 0.7432, grad_norm: 6.9405 2021-06-20 16:55:47,181 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 15:16:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8256, loss: 0.8256, grad_norm: 7.3839 2021-06-20 16:55:58,331 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 15:16:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9500, loss_cls: 0.7481, loss: 0.7481, grad_norm: 7.2170 2021-06-20 16:56:09,486 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 15:16:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9336, loss_cls: 0.7388, loss: 0.7388, grad_norm: 6.9364 2021-06-20 16:56:20,622 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 15:15:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6839, loss: 0.6839, grad_norm: 6.8174 2021-06-20 16:56:31,779 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 15:15:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9453, loss_cls: 0.7567, loss: 0.7567, grad_norm: 6.9975 2021-06-20 16:56:42,925 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 15:15:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9375, loss_cls: 0.7395, loss: 0.7395, grad_norm: 6.7395 2021-06-20 16:56:54,094 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 15:15:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.7101, loss: 0.7101, grad_norm: 7.0694 2021-06-20 16:57:05,246 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 15:15:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9453, loss_cls: 0.6656, loss: 0.6656, grad_norm: 6.7611 2021-06-20 16:57:16,381 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 15:14:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9398, loss_cls: 0.7273, loss: 0.7273, grad_norm: 7.0635 2021-06-20 16:57:27,522 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 15:14:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9344, loss_cls: 0.7336, loss: 0.7336, grad_norm: 6.8203 2021-06-20 16:57:38,665 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 15:14:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9320, loss_cls: 0.7526, loss: 0.7526, grad_norm: 6.9644 2021-06-20 16:57:49,836 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 15:14:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9367, loss_cls: 0.7674, loss: 0.7674, grad_norm: 7.2060 2021-06-20 16:58:00,996 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 15:14:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9242, loss_cls: 0.7780, loss: 0.7780, grad_norm: 7.0949 2021-06-20 16:58:12,148 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 15:13:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7958, loss: 0.7958, grad_norm: 7.0657 2021-06-20 16:58:23,277 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 15:13:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7397, loss: 0.7397, grad_norm: 7.0122 2021-06-20 16:58:34,406 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 15:13:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7391, loss: 0.7391, grad_norm: 6.8508 2021-06-20 16:58:45,561 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 15:13:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7307, loss: 0.7307, grad_norm: 6.9165 2021-06-20 16:58:56,709 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 15:13:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9344, loss_cls: 0.7835, loss: 0.7835, grad_norm: 7.3032 2021-06-20 16:59:07,855 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 15:12:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9367, loss_cls: 0.7136, loss: 0.7136, grad_norm: 6.7763 2021-06-20 16:59:18,997 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 15:12:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9437, loss_cls: 0.7605, loss: 0.7605, grad_norm: 7.1293 2021-06-20 16:59:30,144 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 15:12:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8089, loss: 0.8089, grad_norm: 7.1367 2021-06-20 16:59:41,298 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 15:12:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9320, loss_cls: 0.8097, loss: 0.8097, grad_norm: 7.2550 2021-06-20 16:59:52,452 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 15:12:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9445, loss_cls: 0.7239, loss: 0.7239, grad_norm: 6.9337 2021-06-20 17:00:03,623 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 15:11:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9313, loss_cls: 0.7674, loss: 0.7674, grad_norm: 7.0438 2021-06-20 17:00:14,752 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 15:11:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9313, loss_cls: 0.7536, loss: 0.7536, grad_norm: 6.9504 2021-06-20 17:00:25,892 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 15:11:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9375, loss_cls: 0.7532, loss: 0.7532, grad_norm: 7.1250 2021-06-20 17:00:37,041 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 15:11:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9320, loss_cls: 0.8023, loss: 0.8023, grad_norm: 7.0481 2021-06-20 17:00:48,180 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 15:11:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9359, loss_cls: 0.7289, loss: 0.7289, grad_norm: 6.9073 2021-06-20 17:00:59,307 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 15:11:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.7724, loss: 0.7724, grad_norm: 7.2235 2021-06-20 17:01:10,471 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 15:10:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7565, loss: 0.7565, grad_norm: 7.0554 2021-06-20 17:01:21,602 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 15:10:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9258, loss_cls: 0.7930, loss: 0.7930, grad_norm: 7.1532 2021-06-20 17:01:32,763 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 15:10:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7762, loss: 0.7762, grad_norm: 7.2676 2021-06-20 17:01:43,919 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 15:10:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9336, loss_cls: 0.7368, loss: 0.7368, grad_norm: 6.9280 2021-06-20 17:01:55,086 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 15:10:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6858, loss: 0.6858, grad_norm: 6.5823 2021-06-20 17:02:06,216 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 15:09:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8707, loss: 0.8707, grad_norm: 7.5618 2021-06-20 17:02:17,394 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 15:09:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9336, loss_cls: 0.7537, loss: 0.7537, grad_norm: 6.9198 2021-06-20 17:02:28,531 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 15:09:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6540, loss: 0.6540, grad_norm: 6.7062 2021-06-20 17:02:39,694 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 15:09:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9383, loss_cls: 0.7329, loss: 0.7329, grad_norm: 6.9930 2021-06-20 17:02:50,846 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 15:09:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9328, loss_cls: 0.7632, loss: 0.7632, grad_norm: 7.1453 2021-06-20 17:03:02,005 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 15:08:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9391, loss_cls: 0.7622, loss: 0.7622, grad_norm: 7.3328 2021-06-20 17:03:13,155 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 15:08:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9523, loss_cls: 0.7556, loss: 0.7556, grad_norm: 7.2967 2021-06-20 17:03:24,294 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 15:08:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7384, loss: 0.7384, grad_norm: 7.0257 2021-06-20 17:03:35,424 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 15:08:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9359, loss_cls: 0.7951, loss: 0.7951, grad_norm: 7.2682 2021-06-20 17:03:46,577 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 15:08:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9461, loss_cls: 0.6853, loss: 0.6853, grad_norm: 6.8529 2021-06-20 17:03:57,713 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 15:07:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9320, loss_cls: 0.7834, loss: 0.7834, grad_norm: 7.1454 2021-06-20 17:04:08,871 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 15:07:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9414, loss_cls: 0.7499, loss: 0.7499, grad_norm: 7.3089 2021-06-20 17:04:20,023 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 15:07:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9375, loss_cls: 0.7825, loss: 0.7825, grad_norm: 7.2903 2021-06-20 17:04:31,161 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 15:07:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.8112, loss: 0.8112, grad_norm: 7.1565 2021-06-20 17:04:42,322 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 15:07:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7412, loss: 0.7412, grad_norm: 6.8959 2021-06-20 17:04:53,503 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 15:06:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9414, loss_cls: 0.7523, loss: 0.7523, grad_norm: 7.2055 2021-06-20 17:05:04,650 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 15:06:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9289, loss_cls: 0.7617, loss: 0.7617, grad_norm: 7.2404 2021-06-20 17:05:15,821 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 15:06:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9430, loss_cls: 0.7516, loss: 0.7516, grad_norm: 7.0722 2021-06-20 17:05:26,976 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 15:06:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9375, loss_cls: 0.7354, loss: 0.7354, grad_norm: 7.0692 2021-06-20 17:05:38,118 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 15:06:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.8054, loss: 0.8054, grad_norm: 7.4859 2021-06-20 17:05:49,303 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 15:05:56, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9359, loss_cls: 0.7498, loss: 0.7498, grad_norm: 7.2559 2021-06-20 17:06:00,443 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 15:05:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9453, loss_cls: 0.7458, loss: 0.7458, grad_norm: 7.2950 2021-06-20 17:06:11,623 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 15:05:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9383, loss_cls: 0.7677, loss: 0.7677, grad_norm: 7.1317 2021-06-20 17:06:22,708 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 15:05:21, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7187, loss: 0.7187, grad_norm: 6.8625 2021-06-20 17:06:33,856 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 15:05:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9297, loss_cls: 0.8305, loss: 0.8305, grad_norm: 7.2256 2021-06-20 17:06:44,997 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 15:04:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.7196, loss: 0.7196, grad_norm: 6.9867 2021-06-20 17:06:56,147 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 15:04:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9508, loss_cls: 0.7151, loss: 0.7151, grad_norm: 7.0084 2021-06-20 17:07:07,299 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 15:04:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8031, loss: 0.8031, grad_norm: 7.5215 2021-06-20 17:07:18,435 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 15:04:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7950, loss: 0.7950, grad_norm: 7.2967 2021-06-20 17:07:29,577 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 15:04:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9414, loss_cls: 0.7543, loss: 0.7543, grad_norm: 7.0508 2021-06-20 17:07:40,724 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 15:04:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7813, loss: 0.7813, grad_norm: 7.2759 2021-06-20 17:07:51,868 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 15:03:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7270, loss: 0.7270, grad_norm: 6.7358 2021-06-20 17:08:03,021 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 15:03:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9445, loss_cls: 0.7504, loss: 0.7504, grad_norm: 7.0243 2021-06-20 17:08:26,196 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-06-20 17:10:45,433 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 15:03:54, time: 6.918, data_time: 6.301, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9461, loss_cls: 0.7069, loss: 0.7069, grad_norm: 6.9473 2021-06-20 17:10:56,557 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 15:03:42, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9406, loss_cls: 0.7022, loss: 0.7022, grad_norm: 6.9144 2021-06-20 17:11:07,670 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 15:03:31, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9398, loss_cls: 0.7542, loss: 0.7542, grad_norm: 6.9132 2021-06-20 17:11:18,784 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 15:03:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9461, loss_cls: 0.7425, loss: 0.7425, grad_norm: 7.1701 2021-06-20 17:11:29,916 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 15:03:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9547, loss_cls: 0.6635, loss: 0.6635, grad_norm: 6.8634 2021-06-20 17:11:41,038 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 15:02:55, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9383, loss_cls: 0.6983, loss: 0.6983, grad_norm: 6.6982 2021-06-20 17:11:52,171 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 15:02:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9461, loss_cls: 0.7653, loss: 0.7653, grad_norm: 7.3635 2021-06-20 17:12:03,288 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 15:02:32, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9437, loss_cls: 0.7248, loss: 0.7248, grad_norm: 7.1262 2021-06-20 17:12:14,407 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 15:02:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7279, loss: 0.7279, grad_norm: 7.0588 2021-06-20 17:12:25,521 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 15:02:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6556, loss: 0.6556, grad_norm: 6.7728 2021-06-20 17:12:36,632 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 15:01:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7160, loss: 0.7160, grad_norm: 6.8486 2021-06-20 17:12:47,779 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 15:01:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9313, loss_cls: 0.7641, loss: 0.7641, grad_norm: 6.8336 2021-06-20 17:12:58,931 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 15:01:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9258, loss_cls: 0.8106, loss: 0.8106, grad_norm: 7.0061 2021-06-20 17:13:10,063 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 15:01:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9453, loss_cls: 0.7091, loss: 0.7091, grad_norm: 6.7448 2021-06-20 17:13:21,208 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 15:01:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.7197, loss: 0.7197, grad_norm: 7.0221 2021-06-20 17:13:32,349 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 15:00:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7547, loss: 0.7547, grad_norm: 7.1629 2021-06-20 17:13:43,499 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 15:00:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.7038, loss: 0.7038, grad_norm: 6.6503 2021-06-20 17:13:54,637 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 15:00:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7442, loss: 0.7442, grad_norm: 7.1447 2021-06-20 17:14:05,768 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 15:00:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7375, loss: 0.7375, grad_norm: 6.8805 2021-06-20 17:14:16,917 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 15:00:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9383, loss_cls: 0.7536, loss: 0.7536, grad_norm: 7.2070 2021-06-20 17:14:28,036 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 15:00:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7002, loss: 0.7002, grad_norm: 6.9412 2021-06-20 17:14:39,187 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 14:59:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.7897, loss: 0.7897, grad_norm: 7.2078 2021-06-20 17:14:50,316 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 14:59:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9492, loss_cls: 0.7306, loss: 0.7306, grad_norm: 7.1804 2021-06-20 17:15:03,180 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 14:59:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6924, loss: 0.6924, grad_norm: 6.8509 2021-06-20 17:15:17,046 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 14:59:15, time: 0.780, data_time: 0.089, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9406, loss_cls: 0.7482, loss: 0.7482, grad_norm: 7.2700 2021-06-20 17:15:28,188 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 14:59:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6517, loss: 0.6517, grad_norm: 6.7008 2021-06-20 17:15:39,326 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 14:58:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6962, loss: 0.6962, grad_norm: 6.8789 2021-06-20 17:15:50,461 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 14:58:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9383, loss_cls: 0.7261, loss: 0.7261, grad_norm: 7.0187 2021-06-20 17:16:01,603 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 14:58:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7391, loss: 0.7391, grad_norm: 7.2335 2021-06-20 17:16:12,723 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 14:58:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7451, loss: 0.7451, grad_norm: 6.9835 2021-06-20 17:16:23,845 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 14:58:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7655, loss: 0.7655, grad_norm: 7.1640 2021-06-20 17:16:34,984 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 14:57:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9266, loss_cls: 0.7597, loss: 0.7597, grad_norm: 7.0952 2021-06-20 17:16:46,117 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 14:57:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.7639, loss: 0.7639, grad_norm: 7.1790 2021-06-20 17:16:57,258 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 14:57:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9414, loss_cls: 0.7540, loss: 0.7540, grad_norm: 7.3342 2021-06-20 17:17:08,407 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 14:57:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6562, loss: 0.6562, grad_norm: 6.9061 2021-06-20 17:17:19,551 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 14:57:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9359, loss_cls: 0.7886, loss: 0.7886, grad_norm: 7.1911 2021-06-20 17:17:30,696 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 14:56:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8105, loss: 0.8105, grad_norm: 7.3828 2021-06-20 17:17:41,837 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 14:56:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9383, loss_cls: 0.7537, loss: 0.7537, grad_norm: 7.2775 2021-06-20 17:17:52,976 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 14:56:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9461, loss_cls: 0.7069, loss: 0.7069, grad_norm: 6.8947 2021-06-20 17:18:04,118 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 14:56:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6546, loss: 0.6546, grad_norm: 6.6698 2021-06-20 17:18:15,264 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 14:56:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9477, loss_cls: 0.6948, loss: 0.6948, grad_norm: 6.8091 2021-06-20 17:18:26,407 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 14:55:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7280, loss: 0.7280, grad_norm: 7.0454 2021-06-20 17:18:37,541 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 14:55:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9359, loss_cls: 0.7623, loss: 0.7623, grad_norm: 7.2387 2021-06-20 17:18:48,686 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 14:55:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9289, loss_cls: 0.7730, loss: 0.7730, grad_norm: 7.2470 2021-06-20 17:18:59,840 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 14:55:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7619, loss: 0.7619, grad_norm: 6.9119 2021-06-20 17:19:11,006 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 14:55:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7325, loss: 0.7325, grad_norm: 6.9864 2021-06-20 17:19:22,093 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 14:54:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9391, loss_cls: 0.7279, loss: 0.7279, grad_norm: 7.0699 2021-06-20 17:19:33,237 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 14:54:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.7012, loss: 0.7012, grad_norm: 6.9242 2021-06-20 17:19:44,368 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 14:54:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.7064, loss: 0.7064, grad_norm: 6.8654 2021-06-20 17:19:55,520 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 14:54:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9391, loss_cls: 0.7150, loss: 0.7150, grad_norm: 6.9276 2021-06-20 17:20:06,725 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 14:54:11, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6663, loss: 0.6663, grad_norm: 6.7335 2021-06-20 17:20:17,889 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 14:53:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9508, loss_cls: 0.6909, loss: 0.6909, grad_norm: 6.7761 2021-06-20 17:20:29,002 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 14:53:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.6912, loss: 0.6912, grad_norm: 6.8143 2021-06-20 17:20:40,148 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 14:53:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9461, loss_cls: 0.7005, loss: 0.7005, grad_norm: 7.0790 2021-06-20 17:20:51,301 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 14:53:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7358, loss: 0.7358, grad_norm: 7.0617 2021-06-20 17:21:02,444 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 14:53:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7097, loss: 0.7097, grad_norm: 6.8008 2021-06-20 17:21:13,592 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 14:53:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9477, loss_cls: 0.7067, loss: 0.7067, grad_norm: 7.0616 2021-06-20 17:21:24,720 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 14:52:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9477, loss_cls: 0.6791, loss: 0.6791, grad_norm: 6.7491 2021-06-20 17:21:35,866 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 14:52:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.6912, loss: 0.6912, grad_norm: 6.9174 2021-06-20 17:21:46,999 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 14:52:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9555, loss_cls: 0.6829, loss: 0.6829, grad_norm: 6.8996 2021-06-20 17:21:58,156 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 14:52:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9414, loss_cls: 0.7193, loss: 0.7193, grad_norm: 6.9759 2021-06-20 17:22:09,301 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 14:52:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9398, loss_cls: 0.7496, loss: 0.7496, grad_norm: 7.1662 2021-06-20 17:22:20,397 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 14:51:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9367, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.3550 2021-06-20 17:22:31,525 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 14:51:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9531, loss_cls: 0.6194, loss: 0.6194, grad_norm: 6.4942 2021-06-20 17:22:42,660 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 14:51:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9383, loss_cls: 0.7312, loss: 0.7312, grad_norm: 6.8418 2021-06-20 17:22:53,806 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 14:51:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9531, loss_cls: 0.6584, loss: 0.6584, grad_norm: 6.9740 2021-06-20 17:23:04,964 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 14:51:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9523, loss_cls: 0.6720, loss: 0.6720, grad_norm: 6.6781 2021-06-20 17:23:16,099 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 14:50:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9461, loss_cls: 0.7343, loss: 0.7343, grad_norm: 6.9318 2021-06-20 17:23:27,225 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 14:50:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9523, loss_cls: 0.6873, loss: 0.6873, grad_norm: 6.9642 2021-06-20 17:23:38,364 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 14:50:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9477, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.8403 2021-06-20 17:23:49,498 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 14:50:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9437, loss_cls: 0.6933, loss: 0.6933, grad_norm: 6.9889 2021-06-20 17:24:00,636 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 14:50:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9414, loss_cls: 0.7692, loss: 0.7692, grad_norm: 7.4195 2021-06-20 17:24:11,772 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 14:49:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.7054, loss: 0.7054, grad_norm: 7.0366 2021-06-20 17:24:22,917 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 14:49:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9508, loss_cls: 0.6817, loss: 0.6817, grad_norm: 7.0429 2021-06-20 17:24:34,064 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 14:49:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9477, loss_cls: 0.7035, loss: 0.7035, grad_norm: 6.8523 2021-06-20 17:24:45,225 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 14:49:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9422, loss_cls: 0.7040, loss: 0.7040, grad_norm: 6.9955 2021-06-20 17:24:56,375 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 14:49:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9313, loss_cls: 0.7526, loss: 0.7526, grad_norm: 7.0632 2021-06-20 17:25:07,579 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 14:48:56, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9398, loss_cls: 0.7505, loss: 0.7505, grad_norm: 7.0829 2021-06-20 17:25:18,717 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 14:48:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7733, loss: 0.7733, grad_norm: 7.3257 2021-06-20 17:25:29,840 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 14:48:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9383, loss_cls: 0.7654, loss: 0.7654, grad_norm: 7.3747 2021-06-20 17:25:40,990 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 14:48:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.7969, loss: 0.7969, grad_norm: 7.4881 2021-06-20 17:25:52,131 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 14:48:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9383, loss_cls: 0.7736, loss: 0.7736, grad_norm: 7.3137 2021-06-20 17:26:03,275 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 14:47:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9352, loss_cls: 0.7399, loss: 0.7399, grad_norm: 7.0753 2021-06-20 17:26:14,449 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 14:47:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9516, loss_cls: 0.7248, loss: 0.7248, grad_norm: 7.0778 2021-06-20 17:26:25,608 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 14:47:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8129, loss: 0.8129, grad_norm: 7.3045 2021-06-20 17:26:36,767 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 14:47:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7958, loss: 0.7958, grad_norm: 7.1322 2021-06-20 17:26:47,890 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 14:47:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9359, loss_cls: 0.7702, loss: 0.7702, grad_norm: 7.1750 2021-06-20 17:26:59,036 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 14:46:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9391, loss_cls: 0.7423, loss: 0.7423, grad_norm: 7.0859 2021-06-20 17:27:10,172 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 14:46:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9383, loss_cls: 0.7215, loss: 0.7215, grad_norm: 7.0192 2021-06-20 17:27:21,302 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 14:46:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9344, loss_cls: 0.7939, loss: 0.7939, grad_norm: 7.5171 2021-06-20 17:27:32,431 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 14:46:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6661, loss: 0.6661, grad_norm: 6.7891 2021-06-20 17:27:43,579 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 14:46:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7596, loss: 0.7596, grad_norm: 7.1219 2021-06-20 17:27:54,721 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 14:46:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9453, loss_cls: 0.7479, loss: 0.7479, grad_norm: 7.4311 2021-06-20 17:28:05,871 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 14:45:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9500, loss_cls: 0.7380, loss: 0.7380, grad_norm: 7.0473 2021-06-20 17:28:17,017 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 14:45:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9367, loss_cls: 0.7502, loss: 0.7502, grad_norm: 7.1709 2021-06-20 17:28:28,152 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 14:45:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7003, loss: 0.7003, grad_norm: 6.8346 2021-06-20 17:28:39,296 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 14:45:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7383, loss: 0.7383, grad_norm: 7.0644 2021-06-20 17:28:50,440 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 14:45:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9352, loss_cls: 0.7598, loss: 0.7598, grad_norm: 7.3611 2021-06-20 17:29:01,605 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 14:44:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7611, loss: 0.7611, grad_norm: 7.0276 2021-06-20 17:29:12,700 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 14:44:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9414, loss_cls: 0.7349, loss: 0.7349, grad_norm: 6.9358 2021-06-20 17:29:23,818 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 14:44:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9359, loss_cls: 0.7324, loss: 0.7324, grad_norm: 6.8515 2021-06-20 17:29:34,952 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 14:44:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9539, loss_cls: 0.6702, loss: 0.6702, grad_norm: 7.1830 2021-06-20 17:29:46,083 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 14:44:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9453, loss_cls: 0.7209, loss: 0.7209, grad_norm: 7.0722 2021-06-20 17:29:57,219 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 14:43:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.7327, loss: 0.7327, grad_norm: 6.9129 2021-06-20 17:30:08,369 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 14:43:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9414, loss_cls: 0.7355, loss: 0.7355, grad_norm: 7.1097 2021-06-20 17:30:19,489 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 14:43:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9336, loss_cls: 0.7185, loss: 0.7185, grad_norm: 7.0932 2021-06-20 17:30:30,621 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 14:43:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7706, loss: 0.7706, grad_norm: 6.8908 2021-06-20 17:30:41,756 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 14:43:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9414, loss_cls: 0.7701, loss: 0.7701, grad_norm: 7.2635 2021-06-20 17:30:52,885 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 14:42:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9273, loss_cls: 0.7706, loss: 0.7706, grad_norm: 7.1012 2021-06-20 17:31:04,016 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 14:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.7261, loss: 0.7261, grad_norm: 6.9498 2021-06-20 17:31:15,157 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 14:42:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9375, loss_cls: 0.7247, loss: 0.7247, grad_norm: 6.9517 2021-06-20 17:31:26,302 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 14:42:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9391, loss_cls: 0.7784, loss: 0.7784, grad_norm: 7.1664 2021-06-20 17:31:37,429 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 14:42:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9391, loss_cls: 0.7254, loss: 0.7254, grad_norm: 6.8439 2021-06-20 17:31:48,541 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 14:41:55, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9398, loss_cls: 0.7307, loss: 0.7307, grad_norm: 7.0437 2021-06-20 17:31:59,710 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 14:41:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9422, loss_cls: 0.7449, loss: 0.7449, grad_norm: 7.0825 2021-06-20 17:32:10,860 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 14:41:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7769, loss: 0.7769, grad_norm: 7.0678 2021-06-20 17:32:21,985 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 14:41:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9305, loss_cls: 0.7898, loss: 0.7898, grad_norm: 7.4780 2021-06-20 17:32:33,135 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 14:41:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9281, loss_cls: 0.7628, loss: 0.7628, grad_norm: 6.9933 2021-06-20 17:32:44,273 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 14:40:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9203, loss_cls: 0.8107, loss: 0.8107, grad_norm: 7.3163 2021-06-20 17:32:55,396 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 14:40:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7442, loss: 0.7442, grad_norm: 6.8351 2021-06-20 17:33:06,549 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 14:40:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9375, loss_cls: 0.7227, loss: 0.7227, grad_norm: 7.1642 2021-06-20 17:33:17,683 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 14:40:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.6619, loss: 0.6619, grad_norm: 6.7315 2021-06-20 17:33:28,817 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 14:40:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9344, loss_cls: 0.7426, loss: 0.7426, grad_norm: 6.9884 2021-06-20 17:33:39,908 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 14:39:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7244, loss: 0.7244, grad_norm: 7.0178 2021-06-20 17:33:51,023 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 14:39:47, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9391, loss_cls: 0.7213, loss: 0.7213, grad_norm: 7.3542 2021-06-20 17:34:02,164 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 14:39:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7722, loss: 0.7722, grad_norm: 7.3734 2021-06-20 17:34:13,304 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 14:39:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9484, loss_cls: 0.6954, loss: 0.6954, grad_norm: 7.1009 2021-06-20 17:34:24,428 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 14:39:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9414, loss_cls: 0.7319, loss: 0.7319, grad_norm: 7.1422 2021-06-20 17:34:35,556 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 14:39:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9328, loss_cls: 0.7916, loss: 0.7916, grad_norm: 7.1014 2021-06-20 17:34:46,716 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 14:38:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9359, loss_cls: 0.7606, loss: 0.7606, grad_norm: 7.2209 2021-06-20 17:34:57,849 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 14:38:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9391, loss_cls: 0.7518, loss: 0.7518, grad_norm: 7.1677 2021-06-20 17:35:09,004 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 14:38:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9477, loss_cls: 0.6977, loss: 0.6977, grad_norm: 7.0209 2021-06-20 17:35:20,157 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 14:38:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9484, loss_cls: 0.7112, loss: 0.7112, grad_norm: 7.1493 2021-06-20 17:35:31,295 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 14:38:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9500, loss_cls: 0.6990, loss: 0.6990, grad_norm: 7.0104 2021-06-20 17:35:42,447 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 14:37:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9445, loss_cls: 0.7272, loss: 0.7272, grad_norm: 7.2239 2021-06-20 17:35:53,567 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 14:37:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7459, loss: 0.7459, grad_norm: 7.2933 2021-06-20 17:36:04,705 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 14:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9484, loss_cls: 0.6839, loss: 0.6839, grad_norm: 6.8788 2021-06-20 17:36:15,849 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 14:37:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9328, loss_cls: 0.7814, loss: 0.7814, grad_norm: 7.0256 2021-06-20 17:36:27,011 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 14:37:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9352, loss_cls: 0.7409, loss: 0.7409, grad_norm: 7.1987 2021-06-20 17:36:38,156 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 14:36:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.7992, loss: 0.7992, grad_norm: 7.2656 2021-06-20 17:36:49,291 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 14:36:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9305, loss_cls: 0.7788, loss: 0.7788, grad_norm: 7.3040 2021-06-20 17:37:00,408 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 14:36:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7158, loss: 0.7158, grad_norm: 6.9718 2021-06-20 17:37:11,552 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 14:36:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7165, loss: 0.7165, grad_norm: 7.0176 2021-06-20 17:37:22,643 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 14:36:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7750, loss: 0.7750, grad_norm: 7.3571 2021-06-20 17:37:33,766 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 14:35:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9430, loss_cls: 0.7214, loss: 0.7214, grad_norm: 7.1813 2021-06-20 17:37:44,932 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 14:35:41, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9383, loss_cls: 0.7443, loss: 0.7443, grad_norm: 7.0733 2021-06-20 17:37:56,077 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 14:35:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9406, loss_cls: 0.7123, loss: 0.7123, grad_norm: 6.8390 2021-06-20 17:38:07,229 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 14:35:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.7806, loss: 0.7806, grad_norm: 7.1953 2021-06-20 17:38:18,364 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 14:35:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9289, loss_cls: 0.7662, loss: 0.7662, grad_norm: 7.0419 2021-06-20 17:38:29,495 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 14:34:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9563, loss_cls: 0.6534, loss: 0.6534, grad_norm: 6.8761 2021-06-20 17:38:40,622 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 14:34:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9430, loss_cls: 0.7196, loss: 0.7196, grad_norm: 7.1496 2021-06-20 17:38:51,754 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 14:34:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9406, loss_cls: 0.6999, loss: 0.6999, grad_norm: 7.0031 2021-06-20 17:39:02,890 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 14:34:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9516, loss_cls: 0.6894, loss: 0.6894, grad_norm: 6.8649 2021-06-20 17:39:14,018 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 14:34:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.7634, loss: 0.7634, grad_norm: 7.1995 2021-06-20 17:39:25,148 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 14:33:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9367, loss_cls: 0.7429, loss: 0.7429, grad_norm: 7.0176 2021-06-20 17:39:36,282 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 14:33:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9398, loss_cls: 0.7818, loss: 0.7818, grad_norm: 7.5212 2021-06-20 17:39:47,407 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 14:33:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9344, loss_cls: 0.7865, loss: 0.7865, grad_norm: 7.2459 2021-06-20 17:39:58,524 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 14:33:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8248, loss: 0.8248, grad_norm: 7.6464 2021-06-20 17:40:09,710 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 14:33:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9328, loss_cls: 0.7573, loss: 0.7573, grad_norm: 7.1192 2021-06-20 17:40:20,851 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 14:32:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9414, loss_cls: 0.7592, loss: 0.7592, grad_norm: 7.5317 2021-06-20 17:40:32,001 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 14:32:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9508, loss_cls: 0.7002, loss: 0.7002, grad_norm: 7.2643 2021-06-20 17:40:43,163 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 14:32:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9477, loss_cls: 0.7108, loss: 0.7108, grad_norm: 7.2982 2021-06-20 17:40:54,303 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 14:32:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.7028, loss: 0.7028, grad_norm: 6.9411 2021-06-20 17:41:05,419 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 14:32:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9422, loss_cls: 0.7441, loss: 0.7441, grad_norm: 7.2192 2021-06-20 17:41:16,551 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 14:31:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9352, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.1861 2021-06-20 17:41:27,687 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 14:31:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9359, loss_cls: 0.7332, loss: 0.7332, grad_norm: 6.9988 2021-06-20 17:41:38,819 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 14:31:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9297, loss_cls: 0.7932, loss: 0.7932, grad_norm: 7.1315 2021-06-20 17:41:49,945 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 14:31:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9398, loss_cls: 0.7434, loss: 0.7434, grad_norm: 7.1331 2021-06-20 17:42:01,096 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 14:31:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9391, loss_cls: 0.7260, loss: 0.7260, grad_norm: 7.1179 2021-06-20 17:42:12,232 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 14:31:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9484, loss_cls: 0.7018, loss: 0.7018, grad_norm: 7.0001 2021-06-20 17:42:23,373 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 14:30:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7724, loss: 0.7724, grad_norm: 7.2907 2021-06-20 17:42:34,515 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 14:30:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7216, loss: 0.7216, grad_norm: 7.1058 2021-06-20 17:42:45,675 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 14:30:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9414, loss_cls: 0.7123, loss: 0.7123, grad_norm: 7.0569 2021-06-20 17:42:56,831 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 14:30:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9398, loss_cls: 0.7893, loss: 0.7893, grad_norm: 7.3634 2021-06-20 17:43:07,969 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 14:30:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9367, loss_cls: 0.7768, loss: 0.7768, grad_norm: 7.3975 2021-06-20 17:43:19,092 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 14:29:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7908, loss: 0.7908, grad_norm: 7.3357 2021-06-20 17:43:30,234 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 14:29:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7581, loss: 0.7581, grad_norm: 7.3147 2021-06-20 17:43:41,359 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 14:29:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.7190, loss: 0.7190, grad_norm: 7.0529 2021-06-20 17:43:52,528 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 14:29:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7404, loss: 0.7404, grad_norm: 7.1637 2021-06-20 17:44:03,648 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 14:29:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.7399, loss: 0.7399, grad_norm: 7.0530 2021-06-20 17:44:14,786 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 14:28:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9414, loss_cls: 0.7798, loss: 0.7798, grad_norm: 7.1814 2021-06-20 17:44:25,920 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 14:28:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7857, loss: 0.7857, grad_norm: 7.3018 2021-06-20 17:44:37,066 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 14:28:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9477, loss_cls: 0.7087, loss: 0.7087, grad_norm: 7.2288 2021-06-20 17:44:48,225 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 14:28:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9453, loss_cls: 0.7259, loss: 0.7259, grad_norm: 7.0589 2021-06-20 17:44:59,383 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 14:28:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9305, loss_cls: 0.7639, loss: 0.7639, grad_norm: 7.1419 2021-06-20 17:45:10,532 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 14:27:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7459, loss: 0.7459, grad_norm: 7.1141 2021-06-20 17:45:21,698 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 14:27:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7350, loss: 0.7350, grad_norm: 7.3436 2021-06-20 17:45:43,345 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-06-20 17:48:15,528 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 14:28:02, time: 7.548, data_time: 6.843, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9453, loss_cls: 0.7355, loss: 0.7355, grad_norm: 7.1329 2021-06-20 17:48:26,625 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 14:27:51, time: 0.560, data_time: 0.009, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9406, loss_cls: 0.7205, loss: 0.7205, grad_norm: 7.1079 2021-06-20 17:48:37,684 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 14:27:39, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.6644, loss: 0.6644, grad_norm: 6.8662 2021-06-20 17:48:48,781 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 14:27:27, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9375, loss_cls: 0.7494, loss: 0.7494, grad_norm: 7.2127 2021-06-20 17:48:59,880 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 14:27:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9352, loss_cls: 0.7052, loss: 0.7052, grad_norm: 6.8102 2021-06-20 17:49:10,997 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 14:27:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.8913 2021-06-20 17:49:22,145 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 14:26:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.7065, loss: 0.7065, grad_norm: 7.0877 2021-06-20 17:49:33,217 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 14:26:40, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9563, loss_cls: 0.6630, loss: 0.6630, grad_norm: 6.7853 2021-06-20 17:49:44,337 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 14:26:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9320, loss_cls: 0.7471, loss: 0.7471, grad_norm: 7.0855 2021-06-20 17:49:55,463 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 14:26:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7072, loss: 0.7072, grad_norm: 7.0862 2021-06-20 17:50:06,616 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 14:26:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9352, loss_cls: 0.7284, loss: 0.7284, grad_norm: 6.9077 2021-06-20 17:50:17,724 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 14:25:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9320, loss_cls: 0.7497, loss: 0.7497, grad_norm: 7.0821 2021-06-20 17:50:28,867 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 14:25:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6860, loss: 0.6860, grad_norm: 7.0562 2021-06-20 17:50:39,988 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 14:25:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9437, loss_cls: 0.6872, loss: 0.6872, grad_norm: 7.0031 2021-06-20 17:50:51,130 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 14:25:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9500, loss_cls: 0.6874, loss: 0.6874, grad_norm: 7.0898 2021-06-20 17:51:02,260 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 14:25:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.7082, loss: 0.7082, grad_norm: 7.0084 2021-06-20 17:51:13,388 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 14:24:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.7209, loss: 0.7209, grad_norm: 7.1554 2021-06-20 17:51:24,536 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 14:24:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7351, loss: 0.7351, grad_norm: 7.0140 2021-06-20 17:51:35,681 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 14:24:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.7052, loss: 0.7052, grad_norm: 7.3765 2021-06-20 17:51:46,827 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 14:24:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9391, loss_cls: 0.7942, loss: 0.7942, grad_norm: 7.3663 2021-06-20 17:51:57,976 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 14:24:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9430, loss_cls: 0.7114, loss: 0.7114, grad_norm: 6.9005 2021-06-20 17:52:09,117 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 14:23:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9398, loss_cls: 0.7273, loss: 0.7273, grad_norm: 6.8901 2021-06-20 17:52:20,253 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 14:23:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9352, loss_cls: 0.7407, loss: 0.7407, grad_norm: 7.1599 2021-06-20 17:52:31,386 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 14:23:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7422, loss: 0.7422, grad_norm: 7.1328 2021-06-20 17:52:42,546 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 14:23:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9164, loss_cls: 0.8221, loss: 0.8221, grad_norm: 7.3085 2021-06-20 17:52:53,698 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 14:23:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7482, loss: 0.7482, grad_norm: 7.3098 2021-06-20 17:53:04,825 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 14:22:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9430, loss_cls: 0.6607, loss: 0.6607, grad_norm: 6.6084 2021-06-20 17:53:15,963 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 14:22:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9461, loss_cls: 0.6999, loss: 0.6999, grad_norm: 7.0665 2021-06-20 17:53:27,110 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 14:22:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9484, loss_cls: 0.6979, loss: 0.6979, grad_norm: 6.8325 2021-06-20 17:53:38,237 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 14:22:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9266, loss_cls: 0.8227, loss: 0.8227, grad_norm: 7.4727 2021-06-20 17:53:49,390 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 14:22:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.6745, loss: 0.6745, grad_norm: 6.8503 2021-06-20 17:54:00,489 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 14:22:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9453, loss_cls: 0.7291, loss: 0.7291, grad_norm: 7.0586 2021-06-20 17:54:11,620 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 14:21:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9367, loss_cls: 0.7118, loss: 0.7118, grad_norm: 7.1423 2021-06-20 17:54:22,762 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 14:21:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9383, loss_cls: 0.7150, loss: 0.7150, grad_norm: 7.0927 2021-06-20 17:54:33,921 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 14:21:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9516, loss_cls: 0.6356, loss: 0.6356, grad_norm: 6.7112 2021-06-20 17:54:45,071 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 14:21:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7945, loss: 0.7945, grad_norm: 7.3694 2021-06-20 17:54:56,209 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 14:21:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.7212, loss: 0.7212, grad_norm: 7.0207 2021-06-20 17:55:07,336 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 14:20:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7101, loss: 0.7101, grad_norm: 6.9252 2021-06-20 17:55:18,482 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 14:20:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9391, loss_cls: 0.7198, loss: 0.7198, grad_norm: 7.0639 2021-06-20 17:55:29,605 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 14:20:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9437, loss_cls: 0.7382, loss: 0.7382, grad_norm: 7.2644 2021-06-20 17:55:40,752 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 14:20:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9383, loss_cls: 0.7465, loss: 0.7465, grad_norm: 7.2082 2021-06-20 17:55:51,921 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 14:20:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9414, loss_cls: 0.7107, loss: 0.7107, grad_norm: 6.9784 2021-06-20 17:56:03,058 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 14:19:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7113, loss: 0.7113, grad_norm: 7.1919 2021-06-20 17:56:14,205 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 14:19:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9430, loss_cls: 0.6744, loss: 0.6744, grad_norm: 6.6777 2021-06-20 17:56:25,360 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 14:19:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9367, loss_cls: 0.6925, loss: 0.6925, grad_norm: 6.7994 2021-06-20 17:56:36,516 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 14:19:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6803, loss: 0.6803, grad_norm: 6.7838 2021-06-20 17:56:47,654 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 14:19:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9344, loss_cls: 0.7458, loss: 0.7458, grad_norm: 6.7889 2021-06-20 17:56:58,782 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 14:18:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9492, loss_cls: 0.6534, loss: 0.6534, grad_norm: 6.8197 2021-06-20 17:57:09,907 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 14:18:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7525, loss: 0.7525, grad_norm: 7.2733 2021-06-20 17:57:21,030 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 14:18:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9531, loss_cls: 0.6621, loss: 0.6621, grad_norm: 6.8050 2021-06-20 17:57:32,176 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 14:18:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9352, loss_cls: 0.7513, loss: 0.7513, grad_norm: 7.1911 2021-06-20 17:57:43,338 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 14:18:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9383, loss_cls: 0.7449, loss: 0.7449, grad_norm: 6.9610 2021-06-20 17:57:54,463 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 14:17:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.7157, loss: 0.7157, grad_norm: 7.0027 2021-06-20 17:58:05,596 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 14:17:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9422, loss_cls: 0.7107, loss: 0.7107, grad_norm: 6.9330 2021-06-20 17:58:16,743 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 14:17:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7512, loss: 0.7512, grad_norm: 7.1827 2021-06-20 17:58:27,873 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 14:17:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7325, loss: 0.7325, grad_norm: 7.0908 2021-06-20 17:58:39,028 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 14:17:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9422, loss_cls: 0.7839, loss: 0.7839, grad_norm: 7.4134 2021-06-20 17:58:50,146 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 14:16:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9336, loss_cls: 0.7223, loss: 0.7223, grad_norm: 6.7933 2021-06-20 17:59:01,280 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 14:16:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9477, loss_cls: 0.7113, loss: 0.7113, grad_norm: 6.9877 2021-06-20 17:59:12,412 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 14:16:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6310, loss: 0.6310, grad_norm: 6.7629 2021-06-20 17:59:23,575 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 14:16:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7782, loss: 0.7782, grad_norm: 7.5960 2021-06-20 17:59:34,721 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 14:16:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9336, loss_cls: 0.7246, loss: 0.7246, grad_norm: 6.8464 2021-06-20 17:59:45,862 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 14:15:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.8108, loss: 0.8108, grad_norm: 7.5422 2021-06-20 17:59:57,012 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 14:15:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9328, loss_cls: 0.7667, loss: 0.7667, grad_norm: 7.1869 2021-06-20 18:00:17,175 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 14:15:37, time: 1.007, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.7902, loss: 0.7902, grad_norm: 7.4123 2021-06-20 18:00:28,312 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 14:15:25, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9508, loss_cls: 0.7024, loss: 0.7024, grad_norm: 7.0475 2021-06-20 18:00:39,442 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 14:15:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9484, loss_cls: 0.7263, loss: 0.7263, grad_norm: 7.4791 2021-06-20 18:00:50,574 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 14:15:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.7469, loss: 0.7469, grad_norm: 7.1714 2021-06-20 18:01:01,694 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 14:14:50, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6627, loss: 0.6627, grad_norm: 6.7870 2021-06-20 18:01:12,825 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 14:14:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9367, loss_cls: 0.7397, loss: 0.7397, grad_norm: 7.3044 2021-06-20 18:01:23,973 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 14:14:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7828, loss: 0.7828, grad_norm: 7.4812 2021-06-20 18:01:35,103 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 14:14:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7108, loss: 0.7108, grad_norm: 7.0722 2021-06-20 18:01:46,257 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 14:14:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9320, loss_cls: 0.7808, loss: 0.7808, grad_norm: 7.4738 2021-06-20 18:01:57,401 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 14:13:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.6825, loss: 0.6825, grad_norm: 6.9602 2021-06-20 18:02:08,491 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 14:13:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9453, loss_cls: 0.7093, loss: 0.7093, grad_norm: 6.9904 2021-06-20 18:02:19,632 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 14:13:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9516, loss_cls: 0.7031, loss: 0.7031, grad_norm: 7.1640 2021-06-20 18:02:30,754 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 14:13:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9516, loss_cls: 0.7284, loss: 0.7284, grad_norm: 7.1035 2021-06-20 18:02:41,897 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 14:13:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9492, loss_cls: 0.7024, loss: 0.7024, grad_norm: 7.3301 2021-06-20 18:02:53,040 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 14:12:54, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.7239, loss: 0.7239, grad_norm: 6.7114 2021-06-20 18:03:04,174 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 14:12:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9414, loss_cls: 0.7134, loss: 0.7134, grad_norm: 6.8037 2021-06-20 18:03:15,295 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 14:12:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9391, loss_cls: 0.7446, loss: 0.7446, grad_norm: 7.2260 2021-06-20 18:03:26,441 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 14:12:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9492, loss_cls: 0.6684, loss: 0.6684, grad_norm: 7.1624 2021-06-20 18:03:37,585 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 14:12:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.6900, loss: 0.6900, grad_norm: 7.0200 2021-06-20 18:03:48,740 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 14:11:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7670, loss: 0.7670, grad_norm: 7.0938 2021-06-20 18:03:59,909 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 14:11:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6753, loss: 0.6753, grad_norm: 6.8829 2021-06-20 18:04:10,986 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 14:11:32, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9375, loss_cls: 0.6869, loss: 0.6869, grad_norm: 6.8498 2021-06-20 18:04:22,138 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 14:11:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9320, loss_cls: 0.7359, loss: 0.7359, grad_norm: 7.2049 2021-06-20 18:04:33,287 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 14:11:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.6990, loss: 0.6990, grad_norm: 7.0566 2021-06-20 18:04:44,481 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 14:10:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.7031, loss: 0.7031, grad_norm: 6.9464 2021-06-20 18:04:55,624 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 14:10:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9492, loss_cls: 0.6690, loss: 0.6690, grad_norm: 6.9717 2021-06-20 18:05:06,795 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 14:10:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9414, loss_cls: 0.7108, loss: 0.7108, grad_norm: 7.2623 2021-06-20 18:05:17,938 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 14:10:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9414, loss_cls: 0.7529, loss: 0.7529, grad_norm: 7.1766 2021-06-20 18:05:29,077 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 14:10:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9477, loss_cls: 0.7250, loss: 0.7250, grad_norm: 7.3545 2021-06-20 18:05:40,238 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 14:09:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9398, loss_cls: 0.7328, loss: 0.7328, grad_norm: 7.1495 2021-06-20 18:05:51,398 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 14:09:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9391, loss_cls: 0.7761, loss: 0.7761, grad_norm: 7.2694 2021-06-20 18:06:02,507 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 14:09:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9367, loss_cls: 0.7539, loss: 0.7539, grad_norm: 7.5074 2021-06-20 18:06:13,659 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 14:09:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9539, loss_cls: 0.6701, loss: 0.6701, grad_norm: 7.0055 2021-06-20 18:06:24,818 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 14:09:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9391, loss_cls: 0.7123, loss: 0.7123, grad_norm: 7.2321 2021-06-20 18:06:35,978 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 14:09:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7854, loss: 0.7854, grad_norm: 7.1074 2021-06-20 18:06:47,159 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 14:08:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9328, loss_cls: 0.7663, loss: 0.7663, grad_norm: 7.1146 2021-06-20 18:06:58,259 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 14:08:37, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9461, loss_cls: 0.7011, loss: 0.7011, grad_norm: 7.1455 2021-06-20 18:07:09,397 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 14:08:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7470, loss: 0.7470, grad_norm: 7.1944 2021-06-20 18:07:20,524 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 14:08:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7181, loss: 0.7181, grad_norm: 7.2024 2021-06-20 18:07:31,675 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 14:08:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9383, loss_cls: 0.7422, loss: 0.7422, grad_norm: 6.9446 2021-06-20 18:07:42,834 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 14:07:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6666, loss: 0.6666, grad_norm: 6.9202 2021-06-20 18:07:53,979 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 14:07:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.6860, loss: 0.6860, grad_norm: 6.8374 2021-06-20 18:08:05,123 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 14:07:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6343, loss: 0.6343, grad_norm: 6.7368 2021-06-20 18:08:16,241 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 14:07:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9281, loss_cls: 0.7897, loss: 0.7897, grad_norm: 7.0971 2021-06-20 18:08:27,388 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 14:07:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.7055, loss: 0.7055, grad_norm: 7.0799 2021-06-20 18:08:38,539 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 14:06:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6885, loss: 0.6885, grad_norm: 6.9687 2021-06-20 18:08:49,660 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 14:06:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9477, loss_cls: 0.7133, loss: 0.7133, grad_norm: 7.4435 2021-06-20 18:09:00,778 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 14:06:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9336, loss_cls: 0.7980, loss: 0.7980, grad_norm: 7.2154 2021-06-20 18:09:11,917 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 14:06:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9422, loss_cls: 0.6833, loss: 0.6833, grad_norm: 7.0567 2021-06-20 18:09:23,071 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 14:06:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7254, loss: 0.7254, grad_norm: 7.3438 2021-06-20 18:09:34,230 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 14:05:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9391, loss_cls: 0.7495, loss: 0.7495, grad_norm: 7.2642 2021-06-20 18:09:45,368 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 14:05:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9422, loss_cls: 0.7297, loss: 0.7297, grad_norm: 7.1565 2021-06-20 18:09:56,506 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 14:05:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.7206, loss: 0.7206, grad_norm: 7.1459 2021-06-20 18:10:07,672 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 14:05:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7628, loss: 0.7628, grad_norm: 7.2755 2021-06-20 18:10:18,798 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 14:05:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.7075, loss: 0.7075, grad_norm: 6.7072 2021-06-20 18:10:29,949 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 14:04:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7500, loss: 0.7500, grad_norm: 7.4157 2021-06-20 18:10:41,067 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 14:04:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9289, loss_cls: 0.7920, loss: 0.7920, grad_norm: 7.3502 2021-06-20 18:10:52,216 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 14:04:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.7010, loss: 0.7010, grad_norm: 6.9052 2021-06-20 18:11:03,363 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 14:04:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9437, loss_cls: 0.6964, loss: 0.6964, grad_norm: 6.7388 2021-06-20 18:11:14,500 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 14:04:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9422, loss_cls: 0.7263, loss: 0.7263, grad_norm: 7.2071 2021-06-20 18:11:25,645 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 14:03:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9516, loss_cls: 0.6725, loss: 0.6725, grad_norm: 6.8809 2021-06-20 18:11:36,792 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 14:03:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9398, loss_cls: 0.7319, loss: 0.7319, grad_norm: 7.0804 2021-06-20 18:11:47,940 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 14:03:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9547, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.1037 2021-06-20 18:11:59,100 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 14:03:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7660, loss: 0.7660, grad_norm: 7.4433 2021-06-20 18:12:10,241 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 14:03:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9570, loss_cls: 0.6770, loss: 0.6770, grad_norm: 7.1916 2021-06-20 18:12:21,381 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 14:02:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7494, loss: 0.7494, grad_norm: 7.2392 2021-06-20 18:12:32,522 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 14:02:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9344, loss_cls: 0.7631, loss: 0.7631, grad_norm: 7.0350 2021-06-20 18:12:43,686 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 14:02:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9344, loss_cls: 0.7804, loss: 0.7804, grad_norm: 7.2729 2021-06-20 18:12:54,839 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 14:02:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9563, loss_cls: 0.6579, loss: 0.6579, grad_norm: 6.9642 2021-06-20 18:13:05,986 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 14:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9445, loss_cls: 0.7055, loss: 0.7055, grad_norm: 7.1383 2021-06-20 18:13:17,113 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 14:02:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9359, loss_cls: 0.7404, loss: 0.7404, grad_norm: 7.0359 2021-06-20 18:13:28,245 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 14:01:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.7217, loss: 0.7217, grad_norm: 7.1010 2021-06-20 18:13:39,385 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 14:01:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9445, loss_cls: 0.7727, loss: 0.7727, grad_norm: 7.3317 2021-06-20 18:13:50,546 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 14:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9375, loss_cls: 0.7718, loss: 0.7718, grad_norm: 7.2023 2021-06-20 18:14:01,734 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 14:01:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9297, loss_cls: 0.7861, loss: 0.7861, grad_norm: 7.2360 2021-06-20 18:14:12,827 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 14:01:01, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9336, loss_cls: 0.7692, loss: 0.7692, grad_norm: 7.2765 2021-06-20 18:14:23,978 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 14:00:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7641, loss: 0.7641, grad_norm: 7.1014 2021-06-20 18:14:35,129 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 14:00:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.7902, loss: 0.7902, grad_norm: 7.2774 2021-06-20 18:14:46,275 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 14:00:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7579, loss: 0.7579, grad_norm: 7.2503 2021-06-20 18:14:57,415 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 14:00:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9516, loss_cls: 0.7098, loss: 0.7098, grad_norm: 7.1112 2021-06-20 18:15:08,578 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 14:00:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9437, loss_cls: 0.6539, loss: 0.6539, grad_norm: 6.7754 2021-06-20 18:15:19,701 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 13:59:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9414, loss_cls: 0.7546, loss: 0.7546, grad_norm: 6.9859 2021-06-20 18:15:30,820 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 13:59:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9375, loss_cls: 0.7496, loss: 0.7496, grad_norm: 7.0400 2021-06-20 18:15:41,959 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 13:59:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9500, loss_cls: 0.7029, loss: 0.7029, grad_norm: 7.3709 2021-06-20 18:15:53,114 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 13:59:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9430, loss_cls: 0.6897, loss: 0.6897, grad_norm: 6.9234 2021-06-20 18:16:04,256 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 13:59:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.7142, loss: 0.7142, grad_norm: 7.1637 2021-06-20 18:16:15,394 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 13:58:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.7903, loss: 0.7903, grad_norm: 7.3661 2021-06-20 18:16:26,531 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 13:58:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.7675, loss: 0.7675, grad_norm: 7.4362 2021-06-20 18:16:37,675 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 13:58:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6883, loss: 0.6883, grad_norm: 7.1836 2021-06-20 18:16:48,820 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 13:58:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7742, loss: 0.7742, grad_norm: 7.2972 2021-06-20 18:16:59,972 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 13:58:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9367, loss_cls: 0.7098, loss: 0.7098, grad_norm: 6.8915 2021-06-20 18:17:11,115 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 13:57:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9313, loss_cls: 0.7415, loss: 0.7415, grad_norm: 7.0237 2021-06-20 18:17:22,257 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 13:57:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9523, loss_cls: 0.7001, loss: 0.7001, grad_norm: 7.2054 2021-06-20 18:17:33,409 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 13:57:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9477, loss_cls: 0.7094, loss: 0.7094, grad_norm: 7.1075 2021-06-20 18:17:44,563 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 13:57:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7901, loss: 0.7901, grad_norm: 7.2749 2021-06-20 18:17:55,721 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 13:57:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.7619, loss: 0.7619, grad_norm: 7.6505 2021-06-20 18:18:06,862 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 13:56:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9391, loss_cls: 0.7391, loss: 0.7391, grad_norm: 7.2474 2021-06-20 18:18:17,994 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 13:56:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9437, loss_cls: 0.6520, loss: 0.6520, grad_norm: 6.6123 2021-06-20 18:18:29,141 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 13:56:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9375, loss_cls: 0.7877, loss: 0.7877, grad_norm: 7.5371 2021-06-20 18:18:40,293 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 13:56:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9352, loss_cls: 0.7448, loss: 0.7448, grad_norm: 7.1080 2021-06-20 18:18:51,444 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 13:56:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7464, loss: 0.7464, grad_norm: 7.2453 2021-06-20 18:19:02,582 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 13:55:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7701, loss: 0.7701, grad_norm: 7.5150 2021-06-20 18:19:13,737 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 13:55:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.6909, loss: 0.6909, grad_norm: 6.9127 2021-06-20 18:19:24,882 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 13:55:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9352, loss_cls: 0.7668, loss: 0.7668, grad_norm: 7.2742 2021-06-20 18:19:36,037 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 13:55:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7889, loss: 0.7889, grad_norm: 7.3568 2021-06-20 18:19:47,191 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 13:55:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7218, loss: 0.7218, grad_norm: 7.0243 2021-06-20 18:19:58,341 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 13:54:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9391, loss_cls: 0.7587, loss: 0.7587, grad_norm: 7.2442 2021-06-20 18:20:09,523 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 13:54:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9437, loss_cls: 0.7324, loss: 0.7324, grad_norm: 7.4539 2021-06-20 18:20:20,655 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 13:54:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9414, loss_cls: 0.7178, loss: 0.7178, grad_norm: 7.2664 2021-06-20 18:20:31,798 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 13:54:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9289, loss_cls: 0.7831, loss: 0.7831, grad_norm: 7.6950 2021-06-20 18:20:42,932 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 13:54:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9422, loss_cls: 0.7243, loss: 0.7243, grad_norm: 7.2167 2021-06-20 18:20:54,100 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 13:54:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9344, loss_cls: 0.7619, loss: 0.7619, grad_norm: 7.1013 2021-06-20 18:21:05,243 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 13:53:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9250, loss_cls: 0.8278, loss: 0.8278, grad_norm: 7.6247 2021-06-20 18:21:16,383 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 13:53:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.7159, loss: 0.7159, grad_norm: 7.1282 2021-06-20 18:21:27,558 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 13:53:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9219, loss_cls: 0.8153, loss: 0.8153, grad_norm: 7.2587 2021-06-20 18:21:38,654 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 13:53:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7587, loss: 0.7587, grad_norm: 7.3341 2021-06-20 18:21:49,783 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 13:53:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.7028, loss: 0.7028, grad_norm: 7.2803 2021-06-20 18:22:00,921 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 13:52:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.7559, loss: 0.7559, grad_norm: 7.2755 2021-06-20 18:22:12,075 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 13:52:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9336, loss_cls: 0.7403, loss: 0.7403, grad_norm: 7.0913 2021-06-20 18:22:23,219 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 13:52:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.7331, loss: 0.7331, grad_norm: 7.1502 2021-06-20 18:22:34,359 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 13:52:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9391, loss_cls: 0.7112, loss: 0.7112, grad_norm: 6.9850 2021-06-20 18:22:45,503 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 13:52:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9313, loss_cls: 0.7393, loss: 0.7393, grad_norm: 6.9913 2021-06-20 18:22:56,660 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 13:51:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9320, loss_cls: 0.7950, loss: 0.7950, grad_norm: 7.4876 2021-06-20 18:23:26,345 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-06-20 18:26:06,121 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 13:52:12, time: 7.955, data_time: 7.253, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9469, loss_cls: 0.6859, loss: 0.6859, grad_norm: 7.1152 2021-06-20 18:26:17,245 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 13:52:01, time: 0.560, data_time: 0.008, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9484, loss_cls: 0.6900, loss: 0.6900, grad_norm: 6.8459 2021-06-20 18:26:28,377 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 13:51:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9422, loss_cls: 0.7500, loss: 0.7500, grad_norm: 7.3366 2021-06-20 18:26:39,468 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 13:51:37, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9469, loss_cls: 0.6891, loss: 0.6891, grad_norm: 7.1688 2021-06-20 18:26:50,609 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 13:51:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9336, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.3005 2021-06-20 18:27:01,736 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 13:51:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.7044, loss: 0.7044, grad_norm: 6.7941 2021-06-20 18:27:12,850 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 13:51:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6655, loss: 0.6655, grad_norm: 6.7186 2021-06-20 18:27:23,975 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 13:50:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9453, loss_cls: 0.7075, loss: 0.7075, grad_norm: 7.0297 2021-06-20 18:27:35,109 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 13:50:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7265, loss: 0.7265, grad_norm: 7.1054 2021-06-20 18:27:46,249 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 13:50:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9406, loss_cls: 0.7071, loss: 0.7071, grad_norm: 6.9846 2021-06-20 18:27:57,411 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 13:50:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9469, loss_cls: 0.7030, loss: 0.7030, grad_norm: 7.1918 2021-06-20 18:28:08,555 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 13:50:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9453, loss_cls: 0.7238, loss: 0.7238, grad_norm: 7.3017 2021-06-20 18:28:19,702 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 13:49:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9422, loss_cls: 0.6690, loss: 0.6690, grad_norm: 6.5467 2021-06-20 18:28:30,847 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 13:49:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9477, loss_cls: 0.7424, loss: 0.7424, grad_norm: 7.4103 2021-06-20 18:28:41,983 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 13:49:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9367, loss_cls: 0.6944, loss: 0.6944, grad_norm: 7.0328 2021-06-20 18:28:53,135 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 13:49:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9336, loss_cls: 0.7585, loss: 0.7585, grad_norm: 7.4345 2021-06-20 18:29:04,272 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 13:49:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9328, loss_cls: 0.7082, loss: 0.7082, grad_norm: 6.7807 2021-06-20 18:29:15,404 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 13:48:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9352, loss_cls: 0.7183, loss: 0.7183, grad_norm: 7.2169 2021-06-20 18:29:26,553 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 13:48:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9445, loss_cls: 0.7168, loss: 0.7168, grad_norm: 7.1447 2021-06-20 18:29:37,698 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 13:48:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9313, loss_cls: 0.7600, loss: 0.7600, grad_norm: 7.1706 2021-06-20 18:29:48,843 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 13:48:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7306, loss: 0.7306, grad_norm: 7.0935 2021-06-20 18:29:59,978 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 13:48:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9445, loss_cls: 0.7533, loss: 0.7533, grad_norm: 7.3375 2021-06-20 18:30:11,734 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 13:47:56, time: 0.588, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6970, loss: 0.6970, grad_norm: 7.0491 2021-06-20 18:30:22,882 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 13:47:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9586, loss_cls: 0.6705, loss: 0.6705, grad_norm: 7.0017 2021-06-20 18:30:34,048 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 13:47:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6919, loss: 0.6919, grad_norm: 7.2052 2021-06-20 18:30:45,192 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 13:47:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9359, loss_cls: 0.7440, loss: 0.7440, grad_norm: 7.0243 2021-06-20 18:30:56,339 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 13:47:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9398, loss_cls: 0.7718, loss: 0.7718, grad_norm: 7.3439 2021-06-20 18:31:07,475 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 13:46:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7527, loss: 0.7527, grad_norm: 7.3182 2021-06-20 18:31:18,622 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 13:46:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9516, loss_cls: 0.6946, loss: 0.6946, grad_norm: 7.2086 2021-06-20 18:31:29,774 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 13:46:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9437, loss_cls: 0.7007, loss: 0.7007, grad_norm: 6.9228 2021-06-20 18:31:40,907 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 13:46:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9477, loss_cls: 0.7210, loss: 0.7210, grad_norm: 6.9638 2021-06-20 18:31:52,053 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 13:46:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7287, loss: 0.7287, grad_norm: 7.3972 2021-06-20 18:32:03,205 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 13:45:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9555, loss_cls: 0.6579, loss: 0.6579, grad_norm: 7.0538 2021-06-20 18:32:14,350 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 13:45:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7516, loss: 0.7516, grad_norm: 7.0711 2021-06-20 18:32:25,501 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 13:45:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9516, loss_cls: 0.6889, loss: 0.6889, grad_norm: 7.0281 2021-06-20 18:32:36,643 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 13:45:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9406, loss_cls: 0.7477, loss: 0.7477, grad_norm: 7.3364 2021-06-20 18:32:47,774 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 13:45:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9430, loss_cls: 0.7808, loss: 0.7808, grad_norm: 7.4596 2021-06-20 18:32:58,918 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 13:45:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9516, loss_cls: 0.6697, loss: 0.6697, grad_norm: 6.9552 2021-06-20 18:33:10,068 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 13:44:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.7322, loss: 0.7322, grad_norm: 6.9432 2021-06-20 18:33:21,218 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 13:44:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9367, loss_cls: 0.7371, loss: 0.7371, grad_norm: 7.2927 2021-06-20 18:33:32,364 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 13:44:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7035, loss: 0.7035, grad_norm: 6.9276 2021-06-20 18:33:43,499 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 13:44:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9492, loss_cls: 0.7091, loss: 0.7091, grad_norm: 7.0473 2021-06-20 18:33:54,650 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 13:44:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7383, loss: 0.7383, grad_norm: 7.2010 2021-06-20 18:34:05,791 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 13:43:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9422, loss_cls: 0.7036, loss: 0.7036, grad_norm: 6.9299 2021-06-20 18:34:16,907 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 13:43:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.7207, loss: 0.7207, grad_norm: 7.0196 2021-06-20 18:34:28,041 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 13:43:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9297, loss_cls: 0.7433, loss: 0.7433, grad_norm: 7.2226 2021-06-20 18:34:39,197 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 13:43:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7523, loss: 0.7523, grad_norm: 7.2312 2021-06-20 18:34:50,353 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 13:43:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9555, loss_cls: 0.6624, loss: 0.6624, grad_norm: 6.7318 2021-06-20 18:35:01,515 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 13:42:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7536, loss: 0.7536, grad_norm: 7.1818 2021-06-20 18:35:12,696 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 13:42:40, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7350, loss: 0.7350, grad_norm: 7.0666 2021-06-20 18:35:23,829 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 13:42:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.6975, loss: 0.6975, grad_norm: 6.8802 2021-06-20 18:35:34,955 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 13:42:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9297, loss_cls: 0.7872, loss: 0.7872, grad_norm: 7.3810 2021-06-20 18:35:46,105 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 13:42:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.7124, loss: 0.7124, grad_norm: 7.2468 2021-06-20 18:35:57,263 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 13:41:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9336, loss_cls: 0.7420, loss: 0.7420, grad_norm: 7.1646 2021-06-20 18:36:08,401 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 13:41:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7419, loss: 0.7419, grad_norm: 7.2984 2021-06-20 18:36:19,541 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 13:41:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9344, loss_cls: 0.7370, loss: 0.7370, grad_norm: 7.1523 2021-06-20 18:36:30,686 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 13:41:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.7041, loss: 0.7041, grad_norm: 7.0976 2021-06-20 18:36:41,835 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 13:41:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9492, loss_cls: 0.6711, loss: 0.6711, grad_norm: 7.0700 2021-06-20 18:36:52,989 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 13:40:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9461, loss_cls: 0.7202, loss: 0.7202, grad_norm: 7.3362 2021-06-20 18:37:04,150 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 13:40:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9414, loss_cls: 0.7151, loss: 0.7151, grad_norm: 7.0138 2021-06-20 18:37:15,307 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 13:40:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6714, loss: 0.6714, grad_norm: 6.7903 2021-06-20 18:37:26,455 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 13:40:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9430, loss_cls: 0.7339, loss: 0.7339, grad_norm: 7.3808 2021-06-20 18:37:37,618 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 13:40:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7281, loss: 0.7281, grad_norm: 7.1853 2021-06-20 18:37:48,747 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 13:39:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7164, loss: 0.7164, grad_norm: 7.0530 2021-06-20 18:37:59,900 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 13:39:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9383, loss_cls: 0.7214, loss: 0.7214, grad_norm: 7.2204 2021-06-20 18:38:11,027 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 13:39:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7449, loss: 0.7449, grad_norm: 7.2494 2021-06-20 18:38:22,165 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 13:39:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9453, loss_cls: 0.7206, loss: 0.7206, grad_norm: 7.1178 2021-06-20 18:38:33,322 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 13:39:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7243, loss: 0.7243, grad_norm: 7.1593 2021-06-20 18:38:44,500 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 13:38:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9484, loss_cls: 0.7393, loss: 0.7393, grad_norm: 7.6027 2021-06-20 18:38:55,670 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 13:38:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9414, loss_cls: 0.7168, loss: 0.7168, grad_norm: 7.2544 2021-06-20 18:39:06,842 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 13:38:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9344, loss_cls: 0.7283, loss: 0.7283, grad_norm: 7.0317 2021-06-20 18:39:17,973 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 13:38:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.6968, loss: 0.6968, grad_norm: 7.1143 2021-06-20 18:39:29,150 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 13:38:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9391, loss_cls: 0.7095, loss: 0.7095, grad_norm: 7.5176 2021-06-20 18:39:40,299 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 13:38:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9383, loss_cls: 0.7440, loss: 0.7440, grad_norm: 7.1269 2021-06-20 18:39:51,447 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 13:37:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7198, loss: 0.7198, grad_norm: 7.1826 2021-06-20 18:40:02,584 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 13:37:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9461, loss_cls: 0.6989, loss: 0.6989, grad_norm: 7.1231 2021-06-20 18:40:13,725 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 13:37:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9422, loss_cls: 0.7044, loss: 0.7044, grad_norm: 6.9196 2021-06-20 18:40:24,889 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 13:37:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9516, loss_cls: 0.6563, loss: 0.6563, grad_norm: 6.9086 2021-06-20 18:40:36,074 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 13:37:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9242, loss_cls: 0.7972, loss: 0.7972, grad_norm: 7.1660 2021-06-20 18:40:47,183 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 13:36:50, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9305, loss_cls: 0.7473, loss: 0.7473, grad_norm: 7.1435 2021-06-20 18:40:58,319 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 13:36:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.7063, loss: 0.7063, grad_norm: 7.1181 2021-06-20 18:41:09,461 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 13:36:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9328, loss_cls: 0.7446, loss: 0.7446, grad_norm: 7.3339 2021-06-20 18:41:20,592 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 13:36:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9508, loss_cls: 0.7030, loss: 0.7030, grad_norm: 6.9814 2021-06-20 18:41:31,759 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 13:36:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9492, loss_cls: 0.7025, loss: 0.7025, grad_norm: 7.3874 2021-06-20 18:41:42,901 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 13:35:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9398, loss_cls: 0.7194, loss: 0.7194, grad_norm: 7.2441 2021-06-20 18:41:54,040 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 13:35:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.7977, loss: 0.7977, grad_norm: 7.2271 2021-06-20 18:42:05,195 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 13:35:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9555, loss_cls: 0.6705, loss: 0.6705, grad_norm: 6.8398 2021-06-20 18:42:16,326 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 13:35:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6677, loss: 0.6677, grad_norm: 6.7854 2021-06-20 18:42:27,487 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 13:35:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8150, loss: 0.8150, grad_norm: 7.4852 2021-06-20 18:42:38,652 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 13:34:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9398, loss_cls: 0.7617, loss: 0.7617, grad_norm: 7.2068 2021-06-20 18:42:49,793 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 13:34:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9500, loss_cls: 0.7159, loss: 0.7159, grad_norm: 7.0548 2021-06-20 18:43:00,951 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 13:34:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7165, loss: 0.7165, grad_norm: 7.2513 2021-06-20 18:43:12,109 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 13:34:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9469, loss_cls: 0.7748, loss: 0.7748, grad_norm: 7.6389 2021-06-20 18:43:23,275 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 13:34:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9313, loss_cls: 0.7703, loss: 0.7703, grad_norm: 7.4254 2021-06-20 18:43:34,429 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 13:33:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6962, loss: 0.6962, grad_norm: 7.0337 2021-06-20 18:43:45,562 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 13:33:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6799, loss: 0.6799, grad_norm: 7.2309 2021-06-20 18:43:56,708 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 13:33:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9414, loss_cls: 0.7325, loss: 0.7325, grad_norm: 7.3575 2021-06-20 18:44:07,851 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 13:33:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7237, loss: 0.7237, grad_norm: 7.2264 2021-06-20 18:44:19,008 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 13:33:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7384, loss: 0.7384, grad_norm: 7.1652 2021-06-20 18:44:30,186 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 13:32:56, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9484, loss_cls: 0.6848, loss: 0.6848, grad_norm: 6.9648 2021-06-20 18:44:41,320 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 13:32:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.7305, loss: 0.7305, grad_norm: 7.4603 2021-06-20 18:44:52,438 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 13:32:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9430, loss_cls: 0.7349, loss: 0.7349, grad_norm: 7.3076 2021-06-20 18:45:03,663 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 13:32:21, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9359, loss_cls: 0.7240, loss: 0.7240, grad_norm: 7.0075 2021-06-20 18:45:14,806 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 13:32:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7555, loss: 0.7555, grad_norm: 7.3725 2021-06-20 18:45:25,956 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 13:31:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9430, loss_cls: 0.7295, loss: 0.7295, grad_norm: 7.2859 2021-06-20 18:45:37,105 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 13:31:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9531, loss_cls: 0.6929, loss: 0.6929, grad_norm: 7.1712 2021-06-20 18:45:48,266 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 13:31:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9328, loss_cls: 0.7628, loss: 0.7628, grad_norm: 7.1491 2021-06-20 18:45:59,398 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 13:31:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.8028, loss: 0.8028, grad_norm: 7.5305 2021-06-20 18:46:10,556 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 13:31:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9492, loss_cls: 0.6783, loss: 0.6783, grad_norm: 6.9041 2021-06-20 18:46:21,683 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 13:31:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9492, loss_cls: 0.7085, loss: 0.7085, grad_norm: 7.0823 2021-06-20 18:46:32,826 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 13:30:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9391, loss_cls: 0.7259, loss: 0.7259, grad_norm: 7.0889 2021-06-20 18:46:43,977 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 13:30:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9344, loss_cls: 0.7443, loss: 0.7443, grad_norm: 7.3495 2021-06-20 18:46:55,144 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 13:30:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9367, loss_cls: 0.7640, loss: 0.7640, grad_norm: 7.3624 2021-06-20 18:47:06,294 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 13:30:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9391, loss_cls: 0.7270, loss: 0.7270, grad_norm: 6.9830 2021-06-20 18:47:17,442 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 13:30:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6844, loss: 0.6844, grad_norm: 6.8375 2021-06-20 18:47:28,586 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 13:29:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.7775, loss: 0.7775, grad_norm: 7.4749 2021-06-20 18:47:39,739 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 13:29:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9453, loss_cls: 0.6650, loss: 0.6650, grad_norm: 6.7340 2021-06-20 18:47:50,896 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 13:29:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.7184, loss: 0.7184, grad_norm: 7.0036 2021-06-20 18:48:02,052 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 13:29:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.7655, loss: 0.7655, grad_norm: 7.3381 2021-06-20 18:48:13,204 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 13:29:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.0362 2021-06-20 18:48:24,351 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 13:28:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9469, loss_cls: 0.7264, loss: 0.7264, grad_norm: 7.0921 2021-06-20 18:48:35,504 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 13:28:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.7064, loss: 0.7064, grad_norm: 7.1927 2021-06-20 18:48:46,661 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 13:28:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6914, loss: 0.6914, grad_norm: 7.0746 2021-06-20 18:48:57,792 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 13:28:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7324, loss: 0.7324, grad_norm: 7.1554 2021-06-20 18:49:08,944 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 13:28:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7407, loss: 0.7407, grad_norm: 7.2690 2021-06-20 18:49:20,085 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 13:27:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.7051, loss: 0.7051, grad_norm: 7.0551 2021-06-20 18:49:31,251 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 13:27:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.7648, loss: 0.7648, grad_norm: 7.4644 2021-06-20 18:49:42,403 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 13:27:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9477, loss_cls: 0.6934, loss: 0.6934, grad_norm: 7.2597 2021-06-20 18:49:53,552 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 13:27:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.7132, loss: 0.7132, grad_norm: 6.9710 2021-06-20 18:50:04,689 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 13:27:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9328, loss_cls: 0.8208, loss: 0.8208, grad_norm: 7.6187 2021-06-20 18:50:15,876 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 13:26:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9414, loss_cls: 0.7763, loss: 0.7763, grad_norm: 7.5979 2021-06-20 18:50:27,029 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 13:26:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9320, loss_cls: 0.7710, loss: 0.7710, grad_norm: 7.1857 2021-06-20 18:50:38,183 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 13:26:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9437, loss_cls: 0.7258, loss: 0.7258, grad_norm: 7.3508 2021-06-20 18:50:49,326 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 13:26:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9563, loss_cls: 0.6654, loss: 0.6654, grad_norm: 7.1672 2021-06-20 18:51:00,466 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 13:26:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9539, loss_cls: 0.6991, loss: 0.6991, grad_norm: 7.3355 2021-06-20 18:51:11,620 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 13:25:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9344, loss_cls: 0.7354, loss: 0.7354, grad_norm: 7.1477 2021-06-20 18:51:22,785 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 13:25:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9469, loss_cls: 0.6961, loss: 0.6961, grad_norm: 7.1313 2021-06-20 18:51:33,960 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 13:25:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9375, loss_cls: 0.7428, loss: 0.7428, grad_norm: 7.2296 2021-06-20 18:51:45,124 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 13:25:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9484, loss_cls: 0.7020, loss: 0.7020, grad_norm: 7.2300 2021-06-20 18:51:56,271 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 13:25:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9352, loss_cls: 0.7738, loss: 0.7738, grad_norm: 7.6663 2021-06-20 18:52:07,415 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 13:24:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.7773, loss: 0.7773, grad_norm: 7.2759 2021-06-20 18:52:18,550 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 13:24:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7888, loss: 0.7888, grad_norm: 7.2394 2021-06-20 18:52:29,711 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 13:24:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9352, loss_cls: 0.7522, loss: 0.7522, grad_norm: 7.0424 2021-06-20 18:52:40,872 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 13:24:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.7955, loss: 0.7955, grad_norm: 7.5335 2021-06-20 18:52:52,036 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 13:24:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9477, loss_cls: 0.7091, loss: 0.7091, grad_norm: 7.1679 2021-06-20 18:53:03,192 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 13:23:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9250, loss_cls: 0.8200, loss: 0.8200, grad_norm: 7.7034 2021-06-20 18:53:14,339 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 13:23:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8278, loss: 0.8278, grad_norm: 7.7081 2021-06-20 18:53:25,481 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 13:23:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9352, loss_cls: 0.7227, loss: 0.7227, grad_norm: 6.8803 2021-06-20 18:53:36,628 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 13:23:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9523, loss_cls: 0.6964, loss: 0.6964, grad_norm: 7.0639 2021-06-20 18:53:47,779 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 13:23:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9422, loss_cls: 0.7447, loss: 0.7447, grad_norm: 7.2979 2021-06-20 18:53:58,938 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 13:23:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6621, loss: 0.6621, grad_norm: 6.8250 2021-06-20 18:54:10,094 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 13:22:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9414, loss_cls: 0.7087, loss: 0.7087, grad_norm: 7.0947 2021-06-20 18:54:21,246 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 13:22:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.7116, loss: 0.7116, grad_norm: 7.0496 2021-06-20 18:54:32,399 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 13:22:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9313, loss_cls: 0.7643, loss: 0.7643, grad_norm: 7.1285 2021-06-20 18:54:43,563 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 13:22:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9484, loss_cls: 0.6917, loss: 0.6917, grad_norm: 7.0969 2021-06-20 18:54:54,715 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 13:22:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9492, loss_cls: 0.6968, loss: 0.6968, grad_norm: 7.1446 2021-06-20 18:55:05,895 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 13:21:51, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9344, loss_cls: 0.7609, loss: 0.7609, grad_norm: 7.3915 2021-06-20 18:55:17,037 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 13:21:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7661, loss: 0.7661, grad_norm: 7.4618 2021-06-20 18:55:28,190 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 13:21:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9344, loss_cls: 0.7280, loss: 0.7280, grad_norm: 7.1322 2021-06-20 18:55:39,354 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 13:21:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7567, loss: 0.7567, grad_norm: 7.3427 2021-06-20 18:55:50,527 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 13:21:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7692, loss: 0.7692, grad_norm: 7.3411 2021-06-20 18:56:01,653 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 13:20:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9492, loss_cls: 0.7192, loss: 0.7192, grad_norm: 7.1519 2021-06-20 18:56:12,808 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 13:20:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9578, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.0999 2021-06-20 18:56:23,958 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 13:20:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7165, loss: 0.7165, grad_norm: 7.1773 2021-06-20 18:56:35,109 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 13:20:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6923, loss: 0.6923, grad_norm: 7.0354 2021-06-20 18:56:46,255 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 13:20:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9492, loss_cls: 0.7302, loss: 0.7302, grad_norm: 7.4176 2021-06-20 18:56:57,405 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 13:19:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.7747, loss: 0.7747, grad_norm: 7.5404 2021-06-20 18:57:08,534 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 13:19:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9602, loss_cls: 0.6327, loss: 0.6327, grad_norm: 6.9668 2021-06-20 18:57:19,694 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 13:19:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7525, loss: 0.7525, grad_norm: 7.5147 2021-06-20 18:57:30,871 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 13:19:19, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7466, loss: 0.7466, grad_norm: 7.4392 2021-06-20 18:57:42,033 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 13:19:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9414, loss_cls: 0.6921, loss: 0.6921, grad_norm: 7.4128 2021-06-20 18:57:53,250 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 13:18:56, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9469, loss_cls: 0.7356, loss: 0.7356, grad_norm: 7.2882 2021-06-20 18:58:04,374 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 13:18:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7359, loss: 0.7359, grad_norm: 7.1325 2021-06-20 18:58:15,521 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 13:18:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9484, loss_cls: 0.7289, loss: 0.7289, grad_norm: 7.2648 2021-06-20 18:58:26,667 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 13:18:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9359, loss_cls: 0.7588, loss: 0.7588, grad_norm: 7.1862 2021-06-20 18:58:37,853 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 13:18:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9461, loss_cls: 0.6877, loss: 0.6877, grad_norm: 6.9236 2021-06-20 18:58:49,015 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 13:17:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7354, loss: 0.7354, grad_norm: 7.5746 2021-06-20 18:59:00,166 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 13:17:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9430, loss_cls: 0.7457, loss: 0.7457, grad_norm: 7.5330 2021-06-20 18:59:11,313 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 13:17:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9461, loss_cls: 0.7173, loss: 0.7173, grad_norm: 7.3108 2021-06-20 18:59:22,459 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 13:17:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.7412, loss: 0.7412, grad_norm: 7.2941 2021-06-20 18:59:33,614 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 13:17:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9414, loss_cls: 0.7387, loss: 0.7387, grad_norm: 7.2340 2021-06-20 18:59:44,792 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 13:16:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9453, loss_cls: 0.7010, loss: 0.7010, grad_norm: 7.1278 2021-06-20 18:59:55,957 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 13:16:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9461, loss_cls: 0.7181, loss: 0.7181, grad_norm: 7.2225 2021-06-20 19:00:07,147 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 13:16:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9437, loss_cls: 0.7885, loss: 0.7885, grad_norm: 7.9244 2021-06-20 19:00:18,279 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 13:16:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9516, loss_cls: 0.6940, loss: 0.6940, grad_norm: 7.4188 2021-06-20 19:00:29,455 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 13:16:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9461, loss_cls: 0.7068, loss: 0.7068, grad_norm: 7.3347 2021-06-20 19:00:40,616 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 13:16:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9437, loss_cls: 0.7485, loss: 0.7485, grad_norm: 7.6043 2021-06-20 19:00:52,514 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-06-20 19:02:41,824 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 13:16:04, time: 5.430, data_time: 4.727, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9414, loss_cls: 0.7587, loss: 0.7587, grad_norm: 7.0173 2021-06-20 19:02:52,935 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 13:15:53, time: 0.561, data_time: 0.008, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9531, loss_cls: 0.6432, loss: 0.6432, grad_norm: 6.9154 2021-06-20 19:03:04,030 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 13:15:41, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9500, loss_cls: 0.6656, loss: 0.6656, grad_norm: 7.1947 2021-06-20 19:03:15,137 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 13:15:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6643, loss: 0.6643, grad_norm: 6.8543 2021-06-20 19:03:26,271 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 13:15:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9391, loss_cls: 0.7356, loss: 0.7356, grad_norm: 7.0804 2021-06-20 19:03:37,397 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 13:15:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9453, loss_cls: 0.7694, loss: 0.7694, grad_norm: 7.5773 2021-06-20 19:03:48,484 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 13:14:54, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9328, loss_cls: 0.7993, loss: 0.7993, grad_norm: 7.6336 2021-06-20 19:03:59,624 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 13:14:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9570, loss_cls: 0.6900, loss: 0.6900, grad_norm: 7.1940 2021-06-20 19:04:10,729 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 13:14:31, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9383, loss_cls: 0.7285, loss: 0.7285, grad_norm: 7.2115 2021-06-20 19:04:21,860 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 13:14:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9500, loss_cls: 0.6712, loss: 0.6712, grad_norm: 6.8349 2021-06-20 19:04:32,989 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 13:14:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7394, loss: 0.7394, grad_norm: 7.2381 2021-06-20 19:04:44,116 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 13:13:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9258, loss_cls: 0.8152, loss: 0.8152, grad_norm: 7.5169 2021-06-20 19:04:55,259 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 13:13:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7817, loss: 0.7817, grad_norm: 7.7672 2021-06-20 19:05:06,763 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 13:13:32, time: 0.575, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9297, loss_cls: 0.7939, loss: 0.7939, grad_norm: 7.3504 2021-06-20 19:05:17,893 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 13:13:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9445, loss_cls: 0.7044, loss: 0.7044, grad_norm: 7.3195 2021-06-20 19:05:29,019 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 13:13:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9531, loss_cls: 0.6742, loss: 0.6742, grad_norm: 7.0403 2021-06-20 19:05:40,164 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 13:12:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8087, loss: 0.8087, grad_norm: 7.8671 2021-06-20 19:05:51,293 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 13:12:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9352, loss_cls: 0.7312, loss: 0.7312, grad_norm: 7.0173 2021-06-20 19:06:02,446 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 13:12:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7885, loss: 0.7885, grad_norm: 7.2324 2021-06-20 19:06:13,589 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 13:12:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9375, loss_cls: 0.7253, loss: 0.7253, grad_norm: 7.0160 2021-06-20 19:06:24,737 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 13:12:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6597, loss: 0.6597, grad_norm: 6.9571 2021-06-20 19:06:35,899 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 13:11:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9422, loss_cls: 0.6842, loss: 0.6842, grad_norm: 7.1028 2021-06-20 19:06:47,036 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 13:11:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6766, loss: 0.6766, grad_norm: 6.9521 2021-06-20 19:06:58,194 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 13:11:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9414, loss_cls: 0.7143, loss: 0.7143, grad_norm: 7.2101 2021-06-20 19:07:09,345 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 13:11:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9258, loss_cls: 0.7981, loss: 0.7981, grad_norm: 7.5431 2021-06-20 19:07:20,485 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 13:11:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9477, loss_cls: 0.6953, loss: 0.6953, grad_norm: 7.2110 2021-06-20 19:07:31,621 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 13:11:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9500, loss_cls: 0.7034, loss: 0.7034, grad_norm: 7.2822 2021-06-20 19:07:42,768 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 13:10:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6945, loss: 0.6945, grad_norm: 7.0599 2021-06-20 19:07:53,915 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 13:10:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9328, loss_cls: 0.7393, loss: 0.7393, grad_norm: 7.3028 2021-06-20 19:08:05,049 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 13:10:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9445, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.0315 2021-06-20 19:08:16,179 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 13:10:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9375, loss_cls: 0.7226, loss: 0.7226, grad_norm: 7.2479 2021-06-20 19:08:27,336 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 13:10:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9461, loss_cls: 0.7107, loss: 0.7107, grad_norm: 7.3279 2021-06-20 19:08:38,491 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 13:09:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9445, loss_cls: 0.7172, loss: 0.7172, grad_norm: 7.3051 2021-06-20 19:08:49,647 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 13:09:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7146, loss: 0.7146, grad_norm: 7.3425 2021-06-20 19:09:00,806 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 13:09:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9328, loss_cls: 0.7334, loss: 0.7334, grad_norm: 7.0941 2021-06-20 19:09:11,960 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 13:09:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9344, loss_cls: 0.7799, loss: 0.7799, grad_norm: 7.5501 2021-06-20 19:09:23,103 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 13:09:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9375, loss_cls: 0.7494, loss: 0.7494, grad_norm: 7.2716 2021-06-20 19:09:34,264 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 13:08:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9414, loss_cls: 0.7115, loss: 0.7115, grad_norm: 7.2140 2021-06-20 19:09:45,415 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 13:08:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9539, loss_cls: 0.6575, loss: 0.6575, grad_norm: 7.0682 2021-06-20 19:09:56,577 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 13:08:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6491, loss: 0.6491, grad_norm: 6.9430 2021-06-20 19:10:07,741 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 13:08:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7906, loss: 0.7906, grad_norm: 7.3643 2021-06-20 19:10:18,890 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 13:08:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9359, loss_cls: 0.7989, loss: 0.7989, grad_norm: 7.5507 2021-06-20 19:10:30,037 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 13:07:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.7276, loss: 0.7276, grad_norm: 6.9523 2021-06-20 19:10:41,200 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 13:07:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7407, loss: 0.7407, grad_norm: 7.5129 2021-06-20 19:10:52,347 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 13:07:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6598, loss: 0.6598, grad_norm: 6.9417 2021-06-20 19:11:03,506 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 13:07:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9391, loss_cls: 0.7110, loss: 0.7110, grad_norm: 7.3240 2021-06-20 19:11:14,635 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 13:07:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9469, loss_cls: 0.7277, loss: 0.7277, grad_norm: 7.3851 2021-06-20 19:11:25,779 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 13:06:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6976, loss: 0.6976, grad_norm: 7.1327 2021-06-20 19:11:36,925 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 13:06:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9398, loss_cls: 0.6977, loss: 0.6977, grad_norm: 6.8627 2021-06-20 19:11:48,071 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 13:06:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9555, loss_cls: 0.6589, loss: 0.6589, grad_norm: 6.8850 2021-06-20 19:11:59,210 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 13:06:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9398, loss_cls: 0.7096, loss: 0.7096, grad_norm: 7.2986 2021-06-20 19:12:10,339 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 13:06:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8388, loss: 0.8388, grad_norm: 7.6339 2021-06-20 19:12:21,480 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 13:05:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9539, loss_cls: 0.6752, loss: 0.6752, grad_norm: 7.2341 2021-06-20 19:12:32,619 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 13:05:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9289, loss_cls: 0.7520, loss: 0.7520, grad_norm: 7.3460 2021-06-20 19:12:43,770 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 13:05:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9477, loss_cls: 0.7170, loss: 0.7170, grad_norm: 7.2259 2021-06-20 19:12:54,906 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 13:05:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9430, loss_cls: 0.7433, loss: 0.7433, grad_norm: 7.6927 2021-06-20 19:13:06,036 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 13:05:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9516, loss_cls: 0.6524, loss: 0.6524, grad_norm: 6.9774 2021-06-20 19:13:17,176 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 13:04:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9422, loss_cls: 0.7399, loss: 0.7399, grad_norm: 7.1402 2021-06-20 19:13:28,319 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 13:04:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9523, loss_cls: 0.6838, loss: 0.6838, grad_norm: 7.2948 2021-06-20 19:13:39,484 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 13:04:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7191, loss: 0.7191, grad_norm: 7.4227 2021-06-20 19:13:50,661 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 13:04:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6794, loss: 0.6794, grad_norm: 6.8851 2021-06-20 19:14:01,795 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 13:04:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9281, loss_cls: 0.7699, loss: 0.7699, grad_norm: 7.2317 2021-06-20 19:14:12,926 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 13:04:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9500, loss_cls: 0.6874, loss: 0.6874, grad_norm: 7.2062 2021-06-20 19:14:24,069 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 13:03:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9430, loss_cls: 0.7525, loss: 0.7525, grad_norm: 7.3507 2021-06-20 19:14:35,218 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 13:03:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9523, loss_cls: 0.7403, loss: 0.7403, grad_norm: 7.4441 2021-06-20 19:14:46,353 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 13:03:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9461, loss_cls: 0.7483, loss: 0.7483, grad_norm: 7.6164 2021-06-20 19:14:57,511 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 13:03:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9320, loss_cls: 0.7858, loss: 0.7858, grad_norm: 7.2674 2021-06-20 19:15:08,646 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 13:03:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9375, loss_cls: 0.7317, loss: 0.7317, grad_norm: 7.2996 2021-06-20 19:15:19,779 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 13:02:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6991, loss: 0.6991, grad_norm: 7.3861 2021-06-20 19:15:30,926 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 13:02:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9516, loss_cls: 0.6464, loss: 0.6464, grad_norm: 6.9437 2021-06-20 19:15:42,077 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 13:02:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9461, loss_cls: 0.7105, loss: 0.7105, grad_norm: 7.3832 2021-06-20 19:15:53,217 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 13:02:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9445, loss_cls: 0.7138, loss: 0.7138, grad_norm: 6.9244 2021-06-20 19:16:04,362 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 13:02:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.7039, loss: 0.7039, grad_norm: 7.1032 2021-06-20 19:16:15,501 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 13:01:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9398, loss_cls: 0.6964, loss: 0.6964, grad_norm: 6.9414 2021-06-20 19:16:26,649 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 13:01:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9375, loss_cls: 0.7721, loss: 0.7721, grad_norm: 7.4711 2021-06-20 19:16:37,796 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 13:01:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9484, loss_cls: 0.6770, loss: 0.6770, grad_norm: 7.0017 2021-06-20 19:16:48,925 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 13:01:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.7198, loss: 0.7198, grad_norm: 7.1622 2021-06-20 19:17:00,083 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 13:01:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9477, loss_cls: 0.7118, loss: 0.7118, grad_norm: 7.3213 2021-06-20 19:17:11,227 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 13:00:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.7110, loss: 0.7110, grad_norm: 7.3981 2021-06-20 19:17:22,373 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 13:00:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9375, loss_cls: 0.7356, loss: 0.7356, grad_norm: 7.2112 2021-06-20 19:17:33,457 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 13:00:30, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7335, loss: 0.7335, grad_norm: 7.4842 2021-06-20 19:17:44,591 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 13:00:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9195, loss_cls: 0.8484, loss: 0.8484, grad_norm: 7.7293 2021-06-20 19:17:55,750 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 13:00:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9453, loss_cls: 0.7190, loss: 0.7190, grad_norm: 7.1863 2021-06-20 19:18:06,904 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 12:59:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9500, loss_cls: 0.6931, loss: 0.6931, grad_norm: 7.0898 2021-06-20 19:18:18,034 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 12:59:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.6998, loss: 0.6998, grad_norm: 7.0552 2021-06-20 19:18:29,179 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 12:59:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9406, loss_cls: 0.7717, loss: 0.7717, grad_norm: 7.4763 2021-06-20 19:18:40,311 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 12:59:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9445, loss_cls: 0.7257, loss: 0.7257, grad_norm: 7.3104 2021-06-20 19:18:51,460 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 12:59:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6839, loss: 0.6839, grad_norm: 7.0438 2021-06-20 19:19:02,633 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 12:58:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9383, loss_cls: 0.6547, loss: 0.6547, grad_norm: 6.4740 2021-06-20 19:19:13,733 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 12:58:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9383, loss_cls: 0.7325, loss: 0.7325, grad_norm: 7.3546 2021-06-20 19:19:24,873 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 12:58:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9320, loss_cls: 0.7592, loss: 0.7592, grad_norm: 7.3082 2021-06-20 19:19:36,009 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 12:58:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.7123, loss: 0.7123, grad_norm: 7.0806 2021-06-20 19:19:47,148 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 12:58:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.6942, loss: 0.6942, grad_norm: 7.0292 2021-06-20 19:19:58,308 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 12:57:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.7199, loss: 0.7199, grad_norm: 7.4162 2021-06-20 19:20:09,447 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 12:57:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9422, loss_cls: 0.7033, loss: 0.7033, grad_norm: 7.1787 2021-06-20 19:20:20,583 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 12:57:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9398, loss_cls: 0.7148, loss: 0.7148, grad_norm: 7.1455 2021-06-20 19:20:31,714 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 12:57:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9398, loss_cls: 0.7467, loss: 0.7467, grad_norm: 7.2063 2021-06-20 19:20:42,855 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 12:57:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.7031, loss: 0.7031, grad_norm: 7.1880 2021-06-20 19:20:53,991 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 12:57:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9461, loss_cls: 0.6768, loss: 0.6768, grad_norm: 7.0937 2021-06-20 19:21:05,158 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 12:56:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9430, loss_cls: 0.7097, loss: 0.7097, grad_norm: 7.3385 2021-06-20 19:21:16,304 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 12:56:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9406, loss_cls: 0.7129, loss: 0.7129, grad_norm: 7.2900 2021-06-20 19:21:27,434 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 12:56:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9508, loss_cls: 0.7397, loss: 0.7397, grad_norm: 7.4155 2021-06-20 19:21:38,573 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 12:56:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7706, loss: 0.7706, grad_norm: 7.4836 2021-06-20 19:21:49,717 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 12:56:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9484, loss_cls: 0.7194, loss: 0.7194, grad_norm: 7.3445 2021-06-20 19:22:00,855 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 12:55:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9477, loss_cls: 0.7415, loss: 0.7415, grad_norm: 7.3312 2021-06-20 19:22:11,990 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 12:55:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9437, loss_cls: 0.6855, loss: 0.6855, grad_norm: 6.9280 2021-06-20 19:22:23,126 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 12:55:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9383, loss_cls: 0.7513, loss: 0.7513, grad_norm: 7.2589 2021-06-20 19:22:34,256 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 12:55:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6706, loss: 0.6706, grad_norm: 6.8195 2021-06-20 19:22:45,412 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 12:55:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9422, loss_cls: 0.7222, loss: 0.7222, grad_norm: 7.1521 2021-06-20 19:22:56,566 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 12:54:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7403, loss: 0.7403, grad_norm: 7.3746 2021-06-20 19:23:07,690 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 12:54:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9437, loss_cls: 0.6802, loss: 0.6802, grad_norm: 7.0969 2021-06-20 19:23:18,844 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 12:54:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9492, loss_cls: 0.6979, loss: 0.6979, grad_norm: 7.4877 2021-06-20 19:23:29,994 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 12:54:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.7354, loss: 0.7354, grad_norm: 7.5169 2021-06-20 19:23:41,137 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 12:54:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9414, loss_cls: 0.7440, loss: 0.7440, grad_norm: 7.2468 2021-06-20 19:23:52,284 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 12:53:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9555, loss_cls: 0.6552, loss: 0.6552, grad_norm: 7.0642 2021-06-20 19:24:03,406 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 12:53:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9492, loss_cls: 0.7157, loss: 0.7157, grad_norm: 7.4964 2021-06-20 19:24:14,535 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 12:53:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7136, loss: 0.7136, grad_norm: 7.4562 2021-06-20 19:24:25,685 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 12:53:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9406, loss_cls: 0.7199, loss: 0.7199, grad_norm: 7.1900 2021-06-20 19:24:36,835 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 12:53:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.7051, loss: 0.7051, grad_norm: 7.2542 2021-06-20 19:24:47,990 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 12:52:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7355, loss: 0.7355, grad_norm: 7.2583 2021-06-20 19:24:59,131 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 12:52:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9414, loss_cls: 0.7397, loss: 0.7397, grad_norm: 7.2817 2021-06-20 19:25:10,286 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 12:52:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9398, loss_cls: 0.7215, loss: 0.7215, grad_norm: 7.3795 2021-06-20 19:25:21,407 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 12:52:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.7038, loss: 0.7038, grad_norm: 7.1703 2021-06-20 19:25:32,553 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 12:52:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7018, loss: 0.7018, grad_norm: 7.2641 2021-06-20 19:25:43,693 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 12:51:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9461, loss_cls: 0.7104, loss: 0.7104, grad_norm: 7.2836 2021-06-20 19:25:54,824 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 12:51:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7389, loss: 0.7389, grad_norm: 7.4119 2021-06-20 19:26:05,968 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 12:51:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6684, loss: 0.6684, grad_norm: 7.3148 2021-06-20 19:26:17,079 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 12:51:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9453, loss_cls: 0.7309, loss: 0.7309, grad_norm: 7.3223 2021-06-20 19:26:28,223 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 12:51:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7473, loss: 0.7473, grad_norm: 7.3715 2021-06-20 19:26:39,345 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 12:50:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9437, loss_cls: 0.7310, loss: 0.7310, grad_norm: 7.2121 2021-06-20 19:26:50,474 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 12:50:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9531, loss_cls: 0.7185, loss: 0.7185, grad_norm: 7.5168 2021-06-20 19:27:01,613 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 12:50:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9469, loss_cls: 0.7221, loss: 0.7221, grad_norm: 7.4017 2021-06-20 19:27:12,747 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 12:50:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9336, loss_cls: 0.7664, loss: 0.7664, grad_norm: 7.3612 2021-06-20 19:27:23,889 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 12:50:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7181, loss: 0.7181, grad_norm: 7.1797 2021-06-20 19:27:35,033 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 12:50:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9539, loss_cls: 0.6971, loss: 0.6971, grad_norm: 7.6259 2021-06-20 19:27:46,160 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 12:49:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9305, loss_cls: 0.7556, loss: 0.7556, grad_norm: 7.3139 2021-06-20 19:27:57,294 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 12:49:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8241, loss: 0.8241, grad_norm: 7.6993 2021-06-20 19:28:08,440 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 12:49:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9258, loss_cls: 0.7912, loss: 0.7912, grad_norm: 7.4156 2021-06-20 19:28:19,571 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 12:49:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9453, loss_cls: 0.7241, loss: 0.7241, grad_norm: 7.2597 2021-06-20 19:28:30,716 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 12:49:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9523, loss_cls: 0.6793, loss: 0.6793, grad_norm: 7.1785 2021-06-20 19:28:41,850 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 12:48:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9359, loss_cls: 0.7511, loss: 0.7511, grad_norm: 7.4080 2021-06-20 19:28:53,012 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 12:48:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9500, loss_cls: 0.6892, loss: 0.6892, grad_norm: 7.2967 2021-06-20 19:29:04,146 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 12:48:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9430, loss_cls: 0.7334, loss: 0.7334, grad_norm: 7.2714 2021-06-20 19:29:15,291 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 12:48:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6787, loss: 0.6787, grad_norm: 7.1577 2021-06-20 19:29:26,420 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 12:48:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9484, loss_cls: 0.7077, loss: 0.7077, grad_norm: 7.3753 2021-06-20 19:29:37,540 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 12:47:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9414, loss_cls: 0.7489, loss: 0.7489, grad_norm: 7.4182 2021-06-20 19:29:48,700 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 12:47:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9422, loss_cls: 0.7389, loss: 0.7389, grad_norm: 7.2747 2021-06-20 19:29:59,855 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 12:47:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7356, loss: 0.7356, grad_norm: 7.1784 2021-06-20 19:30:11,025 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 12:47:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6711, loss: 0.6711, grad_norm: 7.2151 2021-06-20 19:30:22,147 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 12:47:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9500, loss_cls: 0.7237, loss: 0.7237, grad_norm: 7.7066 2021-06-20 19:30:33,269 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 12:46:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7778, loss: 0.7778, grad_norm: 7.4097 2021-06-20 19:30:44,391 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 12:46:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6546, loss: 0.6546, grad_norm: 6.9682 2021-06-20 19:30:55,549 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 12:46:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9469, loss_cls: 0.7006, loss: 0.7006, grad_norm: 7.0499 2021-06-20 19:31:06,708 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 12:46:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9281, loss_cls: 0.7728, loss: 0.7728, grad_norm: 7.3764 2021-06-20 19:31:17,842 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 12:46:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9430, loss_cls: 0.7264, loss: 0.7264, grad_norm: 7.4518 2021-06-20 19:31:28,975 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 12:45:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9383, loss_cls: 0.6897, loss: 0.6897, grad_norm: 7.1518 2021-06-20 19:31:40,140 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 12:45:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9492, loss_cls: 0.6948, loss: 0.6948, grad_norm: 7.3647 2021-06-20 19:31:51,280 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 12:45:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9437, loss_cls: 0.7069, loss: 0.7069, grad_norm: 6.9845 2021-06-20 19:32:02,455 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 12:45:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9547, loss_cls: 0.6568, loss: 0.6568, grad_norm: 7.0440 2021-06-20 19:32:13,553 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 12:45:08, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7415, loss: 0.7415, grad_norm: 7.3320 2021-06-20 19:32:24,695 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 12:44:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9437, loss_cls: 0.7667, loss: 0.7667, grad_norm: 7.7248 2021-06-20 19:32:35,847 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 12:44:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9391, loss_cls: 0.7425, loss: 0.7425, grad_norm: 7.5819 2021-06-20 19:32:46,985 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 12:44:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7481, loss: 0.7481, grad_norm: 7.3196 2021-06-20 19:32:58,121 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 12:44:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9453, loss_cls: 0.7393, loss: 0.7393, grad_norm: 7.5116 2021-06-20 19:33:09,269 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 12:44:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7470, loss: 0.7470, grad_norm: 7.1296 2021-06-20 19:33:20,407 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 12:43:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7043, loss: 0.7043, grad_norm: 7.3900 2021-06-20 19:33:31,540 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 12:43:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9297, loss_cls: 0.7702, loss: 0.7702, grad_norm: 7.4626 2021-06-20 19:33:42,683 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 12:43:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9461, loss_cls: 0.7055, loss: 0.7055, grad_norm: 7.1402 2021-06-20 19:33:53,820 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 12:43:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.7156, loss: 0.7156, grad_norm: 7.3631 2021-06-20 19:34:04,973 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 12:43:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7275, loss: 0.7275, grad_norm: 7.0815 2021-06-20 19:34:16,092 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 12:43:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9406, loss_cls: 0.7429, loss: 0.7429, grad_norm: 7.4090 2021-06-20 19:34:27,244 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 12:42:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9430, loss_cls: 0.7262, loss: 0.7262, grad_norm: 7.3351 2021-06-20 19:34:38,397 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 12:42:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7040, loss: 0.7040, grad_norm: 7.2171 2021-06-20 19:34:49,539 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 12:42:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9313, loss_cls: 0.7769, loss: 0.7769, grad_norm: 7.6195 2021-06-20 19:35:00,681 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 12:42:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.7669, loss: 0.7669, grad_norm: 7.3971 2021-06-20 19:35:11,833 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 12:42:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9453, loss_cls: 0.7319, loss: 0.7319, grad_norm: 7.2630 2021-06-20 19:35:22,977 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 12:41:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7610, loss: 0.7610, grad_norm: 7.2880 2021-06-20 19:35:34,122 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 12:41:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7584, loss: 0.7584, grad_norm: 7.4932 2021-06-20 19:35:45,261 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 12:41:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.7117, loss: 0.7117, grad_norm: 6.9923 2021-06-20 19:35:56,391 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 12:41:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6893, loss: 0.6893, grad_norm: 7.2726 2021-06-20 19:36:07,594 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 12:41:03, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9539, loss_cls: 0.6899, loss: 0.6899, grad_norm: 7.3049 2021-06-20 19:36:18,731 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 12:40:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9539, loss_cls: 0.6802, loss: 0.6802, grad_norm: 7.2450 2021-06-20 19:36:29,891 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 12:40:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9445, loss_cls: 0.7597, loss: 0.7597, grad_norm: 7.6748 2021-06-20 19:36:41,058 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 12:40:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9336, loss_cls: 0.7622, loss: 0.7622, grad_norm: 7.4944 2021-06-20 19:36:52,201 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 12:40:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7562, loss: 0.7562, grad_norm: 7.4610 2021-06-20 19:37:03,343 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 12:40:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9539, loss_cls: 0.7182, loss: 0.7182, grad_norm: 7.6702 2021-06-20 19:37:14,499 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 12:39:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9477, loss_cls: 0.6524, loss: 0.6524, grad_norm: 6.8996 2021-06-20 19:37:34,980 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-06-20 19:39:43,982 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 12:40:00, time: 6.396, data_time: 5.768, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9453, loss_cls: 0.7056, loss: 0.7056, grad_norm: 7.1965 2021-06-20 19:39:55,117 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 12:39:49, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9523, loss_cls: 0.6985, loss: 0.6985, grad_norm: 7.1493 2021-06-20 19:40:06,221 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 12:39:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9523, loss_cls: 0.6911, loss: 0.6911, grad_norm: 7.1892 2021-06-20 19:40:17,318 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 12:39:25, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9539, loss_cls: 0.6217, loss: 0.6217, grad_norm: 6.7675 2021-06-20 19:40:28,399 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 12:39:14, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9453, loss_cls: 0.7105, loss: 0.7105, grad_norm: 7.3754 2021-06-20 19:40:39,520 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 12:39:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7424, loss: 0.7424, grad_norm: 7.4587 2021-06-20 19:40:50,621 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 12:38:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9461, loss_cls: 0.6681, loss: 0.6681, grad_norm: 6.9914 2021-06-20 19:41:01,771 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 12:38:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9508, loss_cls: 0.7009, loss: 0.7009, grad_norm: 7.3165 2021-06-20 19:41:12,859 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 12:38:27, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9453, loss_cls: 0.7348, loss: 0.7348, grad_norm: 7.5464 2021-06-20 19:41:23,984 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 12:38:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9437, loss_cls: 0.7016, loss: 0.7016, grad_norm: 6.9881 2021-06-20 19:41:35,143 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 12:38:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6928, loss: 0.6928, grad_norm: 7.2759 2021-06-20 19:41:46,288 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 12:37:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9398, loss_cls: 0.6955, loss: 0.6955, grad_norm: 7.1683 2021-06-20 19:41:57,450 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 12:37:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9484, loss_cls: 0.7262, loss: 0.7262, grad_norm: 7.5330 2021-06-20 19:42:08,583 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 12:37:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9437, loss_cls: 0.7328, loss: 0.7328, grad_norm: 7.4653 2021-06-20 19:42:19,717 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 12:37:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9461, loss_cls: 0.7267, loss: 0.7267, grad_norm: 7.6255 2021-06-20 19:42:30,867 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 12:37:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6764, loss: 0.6764, grad_norm: 6.9374 2021-06-20 19:42:42,026 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 12:36:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9469, loss_cls: 0.7263, loss: 0.7263, grad_norm: 7.4175 2021-06-20 19:42:53,178 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 12:36:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9516, loss_cls: 0.7069, loss: 0.7069, grad_norm: 7.3496 2021-06-20 19:43:04,324 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 12:36:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9437, loss_cls: 0.6645, loss: 0.6645, grad_norm: 6.7411 2021-06-20 19:43:15,474 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 12:36:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9461, loss_cls: 0.7003, loss: 0.7003, grad_norm: 7.2680 2021-06-20 19:43:26,627 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 12:36:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9500, loss_cls: 0.6877, loss: 0.6877, grad_norm: 7.1395 2021-06-20 19:43:37,785 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 12:35:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6451, loss: 0.6451, grad_norm: 7.0509 2021-06-20 19:43:48,918 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 12:35:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9492, loss_cls: 0.6812, loss: 0.6812, grad_norm: 7.1776 2021-06-20 19:44:00,079 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 12:35:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9430, loss_cls: 0.7519, loss: 0.7519, grad_norm: 7.5465 2021-06-20 19:44:11,217 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 12:35:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9500, loss_cls: 0.6868, loss: 0.6868, grad_norm: 7.2406 2021-06-20 19:44:22,355 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 12:35:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9469, loss_cls: 0.6906, loss: 0.6906, grad_norm: 7.4576 2021-06-20 19:44:33,524 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 12:34:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9344, loss_cls: 0.7732, loss: 0.7732, grad_norm: 7.4178 2021-06-20 19:44:44,698 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 12:34:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7336, loss: 0.7336, grad_norm: 7.4456 2021-06-20 19:44:55,840 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 12:34:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.2295 2021-06-20 19:45:06,993 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 12:34:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9461, loss_cls: 0.6840, loss: 0.6840, grad_norm: 7.0733 2021-06-20 19:45:18,142 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 12:34:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9539, loss_cls: 0.6710, loss: 0.6710, grad_norm: 7.1863 2021-06-20 19:45:29,295 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 12:33:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9406, loss_cls: 0.7290, loss: 0.7290, grad_norm: 7.3241 2021-06-20 19:45:40,452 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 12:33:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6986, loss: 0.6986, grad_norm: 7.3504 2021-06-20 19:45:51,570 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 12:33:35, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.7143, loss: 0.7143, grad_norm: 7.2480 2021-06-20 19:46:02,707 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 12:33:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7323, loss: 0.7323, grad_norm: 7.2382 2021-06-20 19:46:13,861 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 12:33:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.7326, loss: 0.7326, grad_norm: 7.4129 2021-06-20 19:46:25,015 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 12:33:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6791, loss: 0.6791, grad_norm: 7.1276 2021-06-20 19:46:36,174 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 12:32:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.7017, loss: 0.7017, grad_norm: 7.3097 2021-06-20 19:46:47,321 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 12:32:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9437, loss_cls: 0.6851, loss: 0.6851, grad_norm: 7.0792 2021-06-20 19:46:58,461 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 12:32:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7950, loss: 0.7950, grad_norm: 7.7173 2021-06-20 19:47:09,614 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 12:32:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9367, loss_cls: 0.7205, loss: 0.7205, grad_norm: 7.1104 2021-06-20 19:47:20,766 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 12:32:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.6975, loss: 0.6975, grad_norm: 7.0114 2021-06-20 19:47:31,932 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 12:31:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7421, loss: 0.7421, grad_norm: 7.4511 2021-06-20 19:47:43,086 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 12:31:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.7134, loss: 0.7134, grad_norm: 7.3826 2021-06-20 19:47:54,240 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 12:31:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9375, loss_cls: 0.7141, loss: 0.7141, grad_norm: 6.9850 2021-06-20 19:48:05,394 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 12:31:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.7300, loss: 0.7300, grad_norm: 7.2627 2021-06-20 19:48:16,550 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 12:31:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9461, loss_cls: 0.7107, loss: 0.7107, grad_norm: 7.0632 2021-06-20 19:48:27,705 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 12:30:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7620, loss: 0.7620, grad_norm: 7.5209 2021-06-20 19:48:38,857 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 12:30:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9414, loss_cls: 0.7044, loss: 0.7044, grad_norm: 7.2471 2021-06-20 19:48:50,016 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 12:30:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9336, loss_cls: 0.7408, loss: 0.7408, grad_norm: 7.3829 2021-06-20 19:49:01,183 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 12:30:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6844, loss: 0.6844, grad_norm: 7.4229 2021-06-20 19:49:12,346 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 12:30:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9539, loss_cls: 0.6797, loss: 0.6797, grad_norm: 7.3255 2021-06-20 19:49:23,525 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 12:29:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9492, loss_cls: 0.6983, loss: 0.6983, grad_norm: 7.2525 2021-06-20 19:49:34,676 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 12:29:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9500, loss_cls: 0.6975, loss: 0.6975, grad_norm: 7.2719 2021-06-20 19:49:45,828 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 12:29:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9500, loss_cls: 0.7054, loss: 0.7054, grad_norm: 7.2242 2021-06-20 19:49:56,983 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 12:29:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6557, loss: 0.6557, grad_norm: 7.0070 2021-06-20 19:50:08,137 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 12:29:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9500, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.2192 2021-06-20 19:50:19,278 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 12:28:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9406, loss_cls: 0.7397, loss: 0.7397, grad_norm: 7.7372 2021-06-20 19:50:30,432 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 12:28:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9297, loss_cls: 0.7977, loss: 0.7977, grad_norm: 7.4502 2021-06-20 19:50:41,597 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 12:28:32, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9555, loss_cls: 0.6663, loss: 0.6663, grad_norm: 6.8468 2021-06-20 19:50:52,761 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 12:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9398, loss_cls: 0.7831, loss: 0.7831, grad_norm: 7.3319 2021-06-20 19:51:03,908 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 12:28:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9539, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.1200 2021-06-20 19:51:15,077 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 12:27:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7547, loss: 0.7547, grad_norm: 7.6938 2021-06-20 19:51:26,256 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 12:27:45, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7398, loss: 0.7398, grad_norm: 7.4144 2021-06-20 19:51:37,423 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 12:27:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7367, loss: 0.7367, grad_norm: 7.5896 2021-06-20 19:51:48,594 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 12:27:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9391, loss_cls: 0.7332, loss: 0.7332, grad_norm: 7.4615 2021-06-20 19:51:59,771 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 12:27:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.6796, loss: 0.6796, grad_norm: 6.7724 2021-06-20 19:52:10,941 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 12:26:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9539, loss_cls: 0.6360, loss: 0.6360, grad_norm: 6.8797 2021-06-20 19:52:22,099 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 12:26:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9523, loss_cls: 0.6749, loss: 0.6749, grad_norm: 7.2433 2021-06-20 19:52:33,254 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 12:26:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9570, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.0576 2021-06-20 19:52:44,430 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 12:26:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9508, loss_cls: 0.6814, loss: 0.6814, grad_norm: 7.0307 2021-06-20 19:52:55,595 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 12:26:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9445, loss_cls: 0.7088, loss: 0.7088, grad_norm: 7.1227 2021-06-20 19:53:06,766 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 12:26:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9383, loss_cls: 0.7029, loss: 0.7029, grad_norm: 7.0462 2021-06-20 19:53:17,928 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 12:25:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9453, loss_cls: 0.6639, loss: 0.6639, grad_norm: 7.2054 2021-06-20 19:53:29,101 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 12:25:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7179, loss: 0.7179, grad_norm: 7.2513 2021-06-20 19:53:40,248 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 12:25:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9367, loss_cls: 0.7698, loss: 0.7698, grad_norm: 7.6678 2021-06-20 19:53:51,389 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 12:25:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9523, loss_cls: 0.6743, loss: 0.6743, grad_norm: 7.2661 2021-06-20 19:54:02,550 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 12:25:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9398, loss_cls: 0.7385, loss: 0.7385, grad_norm: 7.2839 2021-06-20 19:54:13,714 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 12:24:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9414, loss_cls: 0.7336, loss: 0.7336, grad_norm: 7.5469 2021-06-20 19:54:24,868 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 12:24:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9313, loss_cls: 0.7476, loss: 0.7476, grad_norm: 7.1754 2021-06-20 19:54:36,054 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 12:24:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.6953, loss: 0.6953, grad_norm: 6.9096 2021-06-20 19:54:47,209 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 12:24:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6945, loss: 0.6945, grad_norm: 7.2075 2021-06-20 19:54:58,407 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 12:24:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9547, loss_cls: 0.6903, loss: 0.6903, grad_norm: 7.3528 2021-06-20 19:55:09,576 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 12:23:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.1571 2021-06-20 19:55:20,748 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 12:23:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8139, loss: 0.8139, grad_norm: 7.5032 2021-06-20 19:55:31,885 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 12:23:28, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6908, loss: 0.6908, grad_norm: 7.3035 2021-06-20 19:55:43,058 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 12:23:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7542, loss: 0.7542, grad_norm: 7.6143 2021-06-20 19:55:54,222 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 12:23:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9430, loss_cls: 0.7203, loss: 0.7203, grad_norm: 7.4314 2021-06-20 19:56:05,378 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 12:22:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6495, loss: 0.6495, grad_norm: 6.9892 2021-06-20 19:56:16,542 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 12:22:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7204, loss: 0.7204, grad_norm: 7.6492 2021-06-20 19:56:27,696 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 12:22:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7806, loss: 0.7806, grad_norm: 7.7876 2021-06-20 19:56:38,848 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 12:22:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9406, loss_cls: 0.7114, loss: 0.7114, grad_norm: 7.0987 2021-06-20 19:56:49,996 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 12:22:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9469, loss_cls: 0.6778, loss: 0.6778, grad_norm: 7.0957 2021-06-20 19:57:01,145 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 12:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7473, loss: 0.7473, grad_norm: 7.6837 2021-06-20 19:57:12,311 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 12:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9563, loss_cls: 0.6700, loss: 0.6700, grad_norm: 7.3192 2021-06-20 19:57:23,477 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 12:21:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7631, loss: 0.7631, grad_norm: 7.4345 2021-06-20 19:57:34,634 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 12:21:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9352, loss_cls: 0.7388, loss: 0.7388, grad_norm: 7.3186 2021-06-20 19:57:45,781 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 12:21:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9453, loss_cls: 0.7236, loss: 0.7236, grad_norm: 7.4940 2021-06-20 19:57:56,935 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 12:20:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9406, loss_cls: 0.7307, loss: 0.7307, grad_norm: 7.3654 2021-06-20 19:58:08,078 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 12:20:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.7875, loss: 0.7875, grad_norm: 7.7992 2021-06-20 19:58:19,241 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 12:20:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9422, loss_cls: 0.7480, loss: 0.7480, grad_norm: 7.5138 2021-06-20 19:58:30,406 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 12:20:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9437, loss_cls: 0.7433, loss: 0.7433, grad_norm: 7.4684 2021-06-20 19:58:41,565 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 12:20:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6726, loss: 0.6726, grad_norm: 7.1418 2021-06-20 19:58:52,734 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 12:19:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9367, loss_cls: 0.7357, loss: 0.7357, grad_norm: 7.5419 2021-06-20 19:59:03,897 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 12:19:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9305, loss_cls: 0.7661, loss: 0.7661, grad_norm: 7.7633 2021-06-20 19:59:15,058 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 12:19:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9328, loss_cls: 0.7180, loss: 0.7180, grad_norm: 7.2515 2021-06-20 19:59:26,231 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 12:19:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9508, loss_cls: 0.7349, loss: 0.7349, grad_norm: 7.4877 2021-06-20 19:59:37,399 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 12:19:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9281, loss_cls: 0.8010, loss: 0.8010, grad_norm: 7.5254 2021-06-20 19:59:48,568 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 12:19:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6934, loss: 0.6934, grad_norm: 7.3186 2021-06-20 19:59:59,730 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 12:18:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9398, loss_cls: 0.7384, loss: 0.7384, grad_norm: 7.5267 2021-06-20 20:00:10,893 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 12:18:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9359, loss_cls: 0.7207, loss: 0.7207, grad_norm: 7.2492 2021-06-20 20:00:22,022 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 12:18:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9469, loss_cls: 0.7097, loss: 0.7097, grad_norm: 7.2282 2021-06-20 20:00:33,166 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 12:18:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9367, loss_cls: 0.7248, loss: 0.7248, grad_norm: 7.1495 2021-06-20 20:00:44,311 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 12:18:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9453, loss_cls: 0.7379, loss: 0.7379, grad_norm: 7.5684 2021-06-20 20:00:55,487 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 12:17:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6743, loss: 0.6743, grad_norm: 7.0480 2021-06-20 20:01:06,645 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 12:17:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9484, loss_cls: 0.7214, loss: 0.7214, grad_norm: 7.3998 2021-06-20 20:01:17,816 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 12:17:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9375, loss_cls: 0.7337, loss: 0.7337, grad_norm: 7.4937 2021-06-20 20:01:28,978 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 12:17:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6830, loss: 0.6830, grad_norm: 7.0348 2021-06-20 20:01:40,124 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 12:17:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7175, loss: 0.7175, grad_norm: 7.4661 2021-06-20 20:01:51,245 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 12:16:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9578, loss_cls: 0.6635, loss: 0.6635, grad_norm: 6.9822 2021-06-20 20:02:02,379 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 12:16:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9336, loss_cls: 0.7723, loss: 0.7723, grad_norm: 7.5485 2021-06-20 20:02:13,504 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 12:16:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9414, loss_cls: 0.7336, loss: 0.7336, grad_norm: 7.3861 2021-06-20 20:02:24,628 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 12:16:17, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9367, loss_cls: 0.7263, loss: 0.7263, grad_norm: 7.4867 2021-06-20 20:02:35,760 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 12:16:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.7247, loss: 0.7247, grad_norm: 7.3725 2021-06-20 20:02:46,880 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 12:15:54, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9430, loss_cls: 0.6630, loss: 0.6630, grad_norm: 7.1914 2021-06-20 20:02:58,010 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 12:15:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9430, loss_cls: 0.7154, loss: 0.7154, grad_norm: 7.4745 2021-06-20 20:03:09,167 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 12:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6840, loss: 0.6840, grad_norm: 7.2473 2021-06-20 20:03:20,325 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 12:15:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9555, loss_cls: 0.6897, loss: 0.6897, grad_norm: 7.3378 2021-06-20 20:03:31,492 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 12:15:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9383, loss_cls: 0.7480, loss: 0.7480, grad_norm: 7.4960 2021-06-20 20:03:42,634 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 12:14:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9328, loss_cls: 0.7741, loss: 0.7741, grad_norm: 7.7963 2021-06-20 20:03:53,789 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 12:14:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9484, loss_cls: 0.6695, loss: 0.6695, grad_norm: 7.2075 2021-06-20 20:04:04,943 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 12:14:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9336, loss_cls: 0.7721, loss: 0.7721, grad_norm: 7.7274 2021-06-20 20:04:16,096 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 12:14:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.7773, loss: 0.7773, grad_norm: 7.7790 2021-06-20 20:04:27,259 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 12:14:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.7392, loss: 0.7392, grad_norm: 7.3721 2021-06-20 20:04:38,404 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 12:13:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9453, loss_cls: 0.6878, loss: 0.6878, grad_norm: 7.3096 2021-06-20 20:04:49,561 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 12:13:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9469, loss_cls: 0.7260, loss: 0.7260, grad_norm: 7.3785 2021-06-20 20:05:00,732 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 12:13:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9359, loss_cls: 0.6978, loss: 0.6978, grad_norm: 7.0846 2021-06-20 20:05:11,907 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 12:13:22, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9375, loss_cls: 0.7313, loss: 0.7313, grad_norm: 7.2991 2021-06-20 20:05:23,058 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 12:13:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.7687, loss: 0.7687, grad_norm: 7.4338 2021-06-20 20:05:34,215 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 12:12:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7988, loss: 0.7988, grad_norm: 7.2707 2021-06-20 20:05:45,371 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 12:12:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9547, loss_cls: 0.6883, loss: 0.6883, grad_norm: 7.2473 2021-06-20 20:05:56,539 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 12:12:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9492, loss_cls: 0.7188, loss: 0.7188, grad_norm: 7.2736 2021-06-20 20:06:07,700 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 12:12:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9500, loss_cls: 0.7061, loss: 0.7061, grad_norm: 7.3144 2021-06-20 20:06:18,852 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 12:12:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9461, loss_cls: 0.7448, loss: 0.7448, grad_norm: 7.5825 2021-06-20 20:06:30,011 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 12:12:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7070, loss: 0.7070, grad_norm: 7.3604 2021-06-20 20:06:41,189 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 12:11:49, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6413, loss: 0.6413, grad_norm: 7.2490 2021-06-20 20:06:52,350 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 12:11:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7579, loss: 0.7579, grad_norm: 7.5273 2021-06-20 20:07:03,532 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 12:11:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7454, loss: 0.7454, grad_norm: 7.5666 2021-06-20 20:07:14,679 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 12:11:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.7818, loss: 0.7818, grad_norm: 7.4597 2021-06-20 20:07:25,839 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 12:11:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9383, loss_cls: 0.7530, loss: 0.7530, grad_norm: 7.4778 2021-06-20 20:07:37,009 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 12:10:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.7379, loss: 0.7379, grad_norm: 7.2837 2021-06-20 20:07:48,182 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 12:10:39, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7745, loss: 0.7745, grad_norm: 7.4685 2021-06-20 20:07:59,335 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 12:10:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7299, loss: 0.7299, grad_norm: 7.1841 2021-06-20 20:08:10,499 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 12:10:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9437, loss_cls: 0.7015, loss: 0.7015, grad_norm: 7.3580 2021-06-20 20:08:21,664 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 12:10:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9383, loss_cls: 0.7057, loss: 0.7057, grad_norm: 7.1989 2021-06-20 20:08:32,816 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 12:09:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9539, loss_cls: 0.7087, loss: 0.7087, grad_norm: 7.2848 2021-06-20 20:08:43,981 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 12:09:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9547, loss_cls: 0.6742, loss: 0.6742, grad_norm: 7.2131 2021-06-20 20:08:55,135 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 12:09:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7339, loss: 0.7339, grad_norm: 7.5488 2021-06-20 20:09:06,292 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 12:09:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.7830, loss: 0.7830, grad_norm: 7.7958 2021-06-20 20:09:17,457 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 12:09:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9383, loss_cls: 0.7403, loss: 0.7403, grad_norm: 7.7534 2021-06-20 20:09:28,619 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 12:08:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9336, loss_cls: 0.7292, loss: 0.7292, grad_norm: 7.5591 2021-06-20 20:09:39,783 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 12:08:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9500, loss_cls: 0.7482, loss: 0.7482, grad_norm: 7.6269 2021-06-20 20:09:50,952 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 12:08:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.7165, loss: 0.7165, grad_norm: 7.3726 2021-06-20 20:10:02,118 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 12:08:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9453, loss_cls: 0.7204, loss: 0.7204, grad_norm: 7.2270 2021-06-20 20:10:13,291 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 12:08:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7284, loss: 0.7284, grad_norm: 7.2141 2021-06-20 20:10:24,441 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 12:07:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9391, loss_cls: 0.6676, loss: 0.6676, grad_norm: 7.1148 2021-06-20 20:10:35,613 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 12:07:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7543, loss: 0.7543, grad_norm: 7.9004 2021-06-20 20:10:46,770 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 12:07:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6850, loss: 0.6850, grad_norm: 7.2423 2021-06-20 20:10:57,935 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 12:07:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9461, loss_cls: 0.7251, loss: 0.7251, grad_norm: 7.1952 2021-06-20 20:11:09,108 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 12:07:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.7079, loss: 0.7079, grad_norm: 7.2914 2021-06-20 20:11:20,268 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 12:06:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.6695, loss: 0.6695, grad_norm: 7.3170 2021-06-20 20:11:31,432 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 12:06:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7337, loss: 0.7337, grad_norm: 7.2264 2021-06-20 20:11:42,599 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 12:06:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9313, loss_cls: 0.7509, loss: 0.7509, grad_norm: 7.2896 2021-06-20 20:11:53,760 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 12:06:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.7808, loss: 0.7808, grad_norm: 7.5245 2021-06-20 20:12:04,922 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 12:06:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9484, loss_cls: 0.7599, loss: 0.7599, grad_norm: 7.6742 2021-06-20 20:12:16,083 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 12:05:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9344, loss_cls: 0.7592, loss: 0.7592, grad_norm: 7.2485 2021-06-20 20:12:27,258 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 12:05:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9352, loss_cls: 0.7322, loss: 0.7322, grad_norm: 7.2151 2021-06-20 20:12:38,412 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 12:05:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9344, loss_cls: 0.7526, loss: 0.7526, grad_norm: 7.2390 2021-06-20 20:12:49,584 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 12:05:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9367, loss_cls: 0.7761, loss: 0.7761, grad_norm: 7.4991 2021-06-20 20:13:00,746 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 12:05:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7908, loss: 0.7908, grad_norm: 7.7852 2021-06-20 20:13:11,901 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 12:05:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9453, loss_cls: 0.7396, loss: 0.7396, grad_norm: 7.4861 2021-06-20 20:13:23,072 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 12:04:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7324, loss: 0.7324, grad_norm: 7.5203 2021-06-20 20:13:34,220 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 12:04:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6371, loss: 0.6371, grad_norm: 6.8092 2021-06-20 20:13:45,378 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 12:04:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9320, loss_cls: 0.7556, loss: 0.7556, grad_norm: 7.6493 2021-06-20 20:13:56,541 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 12:04:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7343, loss: 0.7343, grad_norm: 7.5365 2021-06-20 20:14:07,697 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 12:04:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9477, loss_cls: 0.7600, loss: 0.7600, grad_norm: 7.3835 2021-06-20 20:14:18,845 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 12:03:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9391, loss_cls: 0.7432, loss: 0.7432, grad_norm: 7.2863 2021-06-20 20:14:38,831 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-06-20 20:16:49,388 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 12:03:56, time: 6.495, data_time: 5.844, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6579, loss: 0.6579, grad_norm: 6.9127 2021-06-20 20:17:00,871 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 12:03:45, time: 0.573, data_time: 0.004, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.7117, loss: 0.7117, grad_norm: 7.0556 2021-06-20 20:17:11,994 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 12:03:33, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9563, loss_cls: 0.6966, loss: 0.6966, grad_norm: 7.5532 2021-06-20 20:17:23,130 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 12:03:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7606, loss: 0.7606, grad_norm: 7.3414 2021-06-20 20:17:34,264 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 12:03:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6665, loss: 0.6665, grad_norm: 7.0247 2021-06-20 20:17:45,395 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 12:02:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9563, loss_cls: 0.6651, loss: 0.6651, grad_norm: 7.1742 2021-06-20 20:17:56,541 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 12:02:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9539, loss_cls: 0.6579, loss: 0.6579, grad_norm: 7.3281 2021-06-20 20:18:07,689 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 12:02:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7146, loss: 0.7146, grad_norm: 7.2130 2021-06-20 20:18:18,847 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 12:02:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.7056, loss: 0.7056, grad_norm: 6.9488 2021-06-20 20:18:30,003 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 12:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9297, loss_cls: 0.7216, loss: 0.7216, grad_norm: 7.2699 2021-06-20 20:18:41,153 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 12:02:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7312, loss: 0.7312, grad_norm: 7.5939 2021-06-20 20:18:52,298 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 12:01:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7610, loss: 0.7610, grad_norm: 7.3556 2021-06-20 20:19:03,445 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 12:01:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.0973 2021-06-20 20:19:14,596 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 12:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9508, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.0214 2021-06-20 20:19:25,738 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 12:01:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6239, loss: 0.6239, grad_norm: 6.9054 2021-06-20 20:19:36,884 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 12:01:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9453, loss_cls: 0.6866, loss: 0.6866, grad_norm: 7.0446 2021-06-20 20:19:48,050 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 12:00:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9477, loss_cls: 0.7407, loss: 0.7407, grad_norm: 7.6391 2021-06-20 20:19:59,199 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 12:00:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9344, loss_cls: 0.7626, loss: 0.7626, grad_norm: 7.1697 2021-06-20 20:20:12,863 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 12:00:27, time: 0.680, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9500, loss_cls: 0.6851, loss: 0.6851, grad_norm: 7.1612 2021-06-20 20:20:24,053 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 12:00:15, time: 0.562, data_time: 0.005, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9453, loss_cls: 0.6282, loss: 0.6282, grad_norm: 6.7887 2021-06-20 20:20:35,195 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 12:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6255, loss: 0.6255, grad_norm: 6.6529 2021-06-20 20:20:46,355 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 11:59:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6314, loss: 0.6314, grad_norm: 6.8589 2021-06-20 20:20:57,501 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 11:59:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6565, loss: 0.6565, grad_norm: 7.1464 2021-06-20 20:21:08,649 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 11:59:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9508, loss_cls: 0.6636, loss: 0.6636, grad_norm: 6.8823 2021-06-20 20:21:19,784 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 11:59:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9531, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.2471 2021-06-20 20:21:30,927 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 11:59:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6333, loss: 0.6333, grad_norm: 6.6957 2021-06-20 20:21:42,092 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 11:58:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9484, loss_cls: 0.6288, loss: 0.6288, grad_norm: 6.7314 2021-06-20 20:21:53,249 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 11:58:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9383, loss_cls: 0.7095, loss: 0.7095, grad_norm: 7.1946 2021-06-20 20:22:04,411 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 11:58:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6467, loss: 0.6467, grad_norm: 6.7647 2021-06-20 20:22:15,576 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 11:58:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9656, loss_cls: 0.5579, loss: 0.5579, grad_norm: 6.5205 2021-06-20 20:22:26,731 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 11:58:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9445, loss_cls: 0.6908, loss: 0.6908, grad_norm: 7.3162 2021-06-20 20:22:37,870 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 11:57:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9461, loss_cls: 0.6501, loss: 0.6501, grad_norm: 6.7243 2021-06-20 20:22:49,020 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 11:57:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9508, loss_cls: 0.6826, loss: 0.6826, grad_norm: 7.2673 2021-06-20 20:23:00,186 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 11:57:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9547, loss_cls: 0.6611, loss: 0.6611, grad_norm: 7.0630 2021-06-20 20:23:11,344 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 11:57:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9461, loss_cls: 0.6839, loss: 0.6839, grad_norm: 7.2047 2021-06-20 20:23:22,504 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 11:57:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9586, loss_cls: 0.6157, loss: 0.6157, grad_norm: 6.6681 2021-06-20 20:23:33,662 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 11:56:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9570, loss_cls: 0.6445, loss: 0.6445, grad_norm: 7.2201 2021-06-20 20:23:44,812 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 11:56:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.6987, loss: 0.6987, grad_norm: 6.9554 2021-06-20 20:23:55,979 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 11:56:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9336, loss_cls: 0.7289, loss: 0.7289, grad_norm: 7.0633 2021-06-20 20:24:07,130 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 11:56:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6954, loss: 0.6954, grad_norm: 7.1460 2021-06-20 20:24:18,278 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 11:56:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.3034 2021-06-20 20:24:29,433 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 11:55:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9602, loss_cls: 0.5919, loss: 0.5919, grad_norm: 6.7443 2021-06-20 20:24:40,596 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 11:55:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6803, loss: 0.6803, grad_norm: 6.8266 2021-06-20 20:24:51,755 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 11:55:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9437, loss_cls: 0.6625, loss: 0.6625, grad_norm: 6.7473 2021-06-20 20:25:02,912 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 11:55:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9352, loss_cls: 0.7777, loss: 0.7777, grad_norm: 7.4124 2021-06-20 20:25:14,073 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 11:55:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6613, loss: 0.6613, grad_norm: 6.9889 2021-06-20 20:25:25,214 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 11:55:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6928, loss: 0.6928, grad_norm: 7.4078 2021-06-20 20:25:36,361 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 11:54:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9328, loss_cls: 0.7687, loss: 0.7687, grad_norm: 7.4828 2021-06-20 20:25:47,491 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 11:54:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9383, loss_cls: 0.6873, loss: 0.6873, grad_norm: 7.1147 2021-06-20 20:25:58,655 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 11:54:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9398, loss_cls: 0.7167, loss: 0.7167, grad_norm: 6.9673 2021-06-20 20:26:09,817 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 11:54:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9445, loss_cls: 0.6897, loss: 0.6897, grad_norm: 7.1913 2021-06-20 20:26:20,973 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 11:54:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7005, loss: 0.7005, grad_norm: 7.2325 2021-06-20 20:26:32,130 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 11:53:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6676, loss: 0.6676, grad_norm: 7.0794 2021-06-20 20:26:43,290 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 11:53:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9406, loss_cls: 0.7099, loss: 0.7099, grad_norm: 7.3430 2021-06-20 20:26:54,450 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 11:53:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6374, loss: 0.6374, grad_norm: 6.7774 2021-06-20 20:27:05,603 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 11:53:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9398, loss_cls: 0.6987, loss: 0.6987, grad_norm: 7.4046 2021-06-20 20:27:16,776 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 11:53:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6789, loss: 0.6789, grad_norm: 7.0474 2021-06-20 20:27:27,939 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 11:52:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9430, loss_cls: 0.6815, loss: 0.6815, grad_norm: 7.1199 2021-06-20 20:27:39,097 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 11:52:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9406, loss_cls: 0.7280, loss: 0.7280, grad_norm: 7.2130 2021-06-20 20:27:50,256 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 11:52:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6876, loss: 0.6876, grad_norm: 7.0091 2021-06-20 20:28:01,417 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 11:52:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9555, loss_cls: 0.6211, loss: 0.6211, grad_norm: 6.7866 2021-06-20 20:28:12,576 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 11:52:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9398, loss_cls: 0.7364, loss: 0.7364, grad_norm: 7.6177 2021-06-20 20:28:23,749 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 11:51:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9484, loss_cls: 0.6545, loss: 0.6545, grad_norm: 6.8130 2021-06-20 20:28:34,947 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 11:51:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6158, loss: 0.6158, grad_norm: 6.9560 2021-06-20 20:28:46,111 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 11:51:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9555, loss_cls: 0.6519, loss: 0.6519, grad_norm: 6.8843 2021-06-20 20:28:57,281 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 11:51:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9492, loss_cls: 0.5924, loss: 0.5924, grad_norm: 6.6565 2021-06-20 20:29:08,442 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 11:51:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6616, loss: 0.6616, grad_norm: 7.1368 2021-06-20 20:29:19,598 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 11:50:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6958, loss: 0.6958, grad_norm: 7.0852 2021-06-20 20:29:30,764 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 11:50:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.0720 2021-06-20 20:29:41,926 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 11:50:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.6056, loss: 0.6056, grad_norm: 6.7438 2021-06-20 20:29:53,090 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 11:50:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6584, loss: 0.6584, grad_norm: 7.2002 2021-06-20 20:30:04,245 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 11:50:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6374, loss: 0.6374, grad_norm: 6.8330 2021-06-20 20:30:15,398 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 11:49:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6413, loss: 0.6413, grad_norm: 6.9347 2021-06-20 20:30:26,563 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 11:49:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9492, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.2173 2021-06-20 20:30:37,730 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 11:49:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.7008, loss: 0.7008, grad_norm: 7.1597 2021-06-20 20:30:48,886 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 11:49:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9383, loss_cls: 0.6893, loss: 0.6893, grad_norm: 7.3798 2021-06-20 20:31:00,054 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 11:49:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.7265, loss: 0.7265, grad_norm: 7.3592 2021-06-20 20:31:11,218 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 11:48:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9398, loss_cls: 0.6948, loss: 0.6948, grad_norm: 7.0473 2021-06-20 20:31:22,379 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 11:48:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9469, loss_cls: 0.5976, loss: 0.5976, grad_norm: 6.8109 2021-06-20 20:31:33,554 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 11:48:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9344, loss_cls: 0.7361, loss: 0.7361, grad_norm: 7.4695 2021-06-20 20:31:44,713 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 11:48:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6473, loss: 0.6473, grad_norm: 6.9188 2021-06-20 20:31:55,863 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 11:48:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9547, loss_cls: 0.6726, loss: 0.6726, grad_norm: 7.0842 2021-06-20 20:32:07,019 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 11:48:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9414, loss_cls: 0.6976, loss: 0.6976, grad_norm: 7.0192 2021-06-20 20:32:18,182 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 11:47:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9437, loss_cls: 0.6679, loss: 0.6679, grad_norm: 7.2089 2021-06-20 20:32:29,363 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 11:47:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9391, loss_cls: 0.6714, loss: 0.6714, grad_norm: 6.8153 2021-06-20 20:32:40,518 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 11:47:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9305, loss_cls: 0.7193, loss: 0.7193, grad_norm: 7.1979 2021-06-20 20:32:51,669 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 11:47:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9352, loss_cls: 0.7011, loss: 0.7011, grad_norm: 7.1648 2021-06-20 20:33:02,834 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 11:47:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6774, loss: 0.6774, grad_norm: 6.9884 2021-06-20 20:33:14,000 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 11:46:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7505, loss: 0.7505, grad_norm: 7.3804 2021-06-20 20:33:25,165 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 11:46:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9547, loss_cls: 0.6444, loss: 0.6444, grad_norm: 7.0813 2021-06-20 20:33:36,328 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 11:46:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6439, loss: 0.6439, grad_norm: 7.1545 2021-06-20 20:33:47,492 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 11:46:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.0113 2021-06-20 20:33:58,646 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 11:46:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9445, loss_cls: 0.6618, loss: 0.6618, grad_norm: 7.3269 2021-06-20 20:34:09,820 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 11:45:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9523, loss_cls: 0.6659, loss: 0.6659, grad_norm: 7.3445 2021-06-20 20:34:20,978 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 11:45:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6484, loss: 0.6484, grad_norm: 6.8111 2021-06-20 20:34:32,125 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 11:45:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6584, loss: 0.6584, grad_norm: 7.2088 2021-06-20 20:34:43,322 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 11:45:17, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.3133 2021-06-20 20:34:54,489 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 11:45:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.7026, loss: 0.7026, grad_norm: 7.1865 2021-06-20 20:35:05,641 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 11:44:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6373, loss: 0.6373, grad_norm: 7.0990 2021-06-20 20:35:16,809 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 11:44:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9648, loss_cls: 0.5669, loss: 0.5669, grad_norm: 6.6702 2021-06-20 20:35:27,970 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 11:44:31, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9586, loss_cls: 0.6505, loss: 0.6505, grad_norm: 7.1013 2021-06-20 20:35:39,120 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 11:44:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6682, loss: 0.6682, grad_norm: 7.2110 2021-06-20 20:35:50,270 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 11:44:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9445, loss_cls: 0.7347, loss: 0.7347, grad_norm: 7.3550 2021-06-20 20:36:01,440 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 11:43:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6804, loss: 0.6804, grad_norm: 7.1981 2021-06-20 20:36:12,625 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 11:43:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.1935 2021-06-20 20:36:23,796 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 11:43:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6686, loss: 0.6686, grad_norm: 7.2657 2021-06-20 20:36:34,942 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 11:43:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9531, loss_cls: 0.6786, loss: 0.6786, grad_norm: 7.3470 2021-06-20 20:36:46,101 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 11:43:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6811, loss: 0.6811, grad_norm: 7.2177 2021-06-20 20:36:57,249 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 11:42:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.6610, loss: 0.6610, grad_norm: 7.3519 2021-06-20 20:37:08,405 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 11:42:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6673, loss: 0.6673, grad_norm: 7.2331 2021-06-20 20:37:19,559 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 11:42:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9500, loss_cls: 0.6457, loss: 0.6457, grad_norm: 7.3122 2021-06-20 20:37:30,709 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 11:42:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9437, loss_cls: 0.6683, loss: 0.6683, grad_norm: 7.0338 2021-06-20 20:37:41,862 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 11:42:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6843, loss: 0.6843, grad_norm: 7.1576 2021-06-20 20:37:53,012 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 11:41:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9437, loss_cls: 0.6357, loss: 0.6357, grad_norm: 6.8514 2021-06-20 20:38:04,149 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 11:41:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9437, loss_cls: 0.7345, loss: 0.7345, grad_norm: 7.4563 2021-06-20 20:38:15,303 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 11:41:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9422, loss_cls: 0.6920, loss: 0.6920, grad_norm: 7.1949 2021-06-20 20:38:26,474 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 11:41:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9414, loss_cls: 0.7339, loss: 0.7339, grad_norm: 7.4837 2021-06-20 20:38:37,630 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 11:41:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9477, loss_cls: 0.6915, loss: 0.6915, grad_norm: 7.1261 2021-06-20 20:38:48,781 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 11:41:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6490, loss: 0.6490, grad_norm: 7.1729 2021-06-20 20:38:59,931 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 11:40:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9398, loss_cls: 0.7391, loss: 0.7391, grad_norm: 7.6600 2021-06-20 20:39:11,094 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 11:40:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9547, loss_cls: 0.6366, loss: 0.6366, grad_norm: 6.9786 2021-06-20 20:39:22,235 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 11:40:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9398, loss_cls: 0.6884, loss: 0.6884, grad_norm: 7.1246 2021-06-20 20:39:33,404 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 11:40:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9461, loss_cls: 0.7014, loss: 0.7014, grad_norm: 7.1091 2021-06-20 20:39:44,566 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 11:40:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9523, loss_cls: 0.6504, loss: 0.6504, grad_norm: 7.0374 2021-06-20 20:39:55,718 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 11:39:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6751, loss: 0.6751, grad_norm: 7.2072 2021-06-20 20:40:06,875 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 11:39:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6581, loss: 0.6581, grad_norm: 7.0560 2021-06-20 20:40:18,023 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 11:39:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9484, loss_cls: 0.6718, loss: 0.6718, grad_norm: 7.1411 2021-06-20 20:40:29,180 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 11:39:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9617, loss_cls: 0.5639, loss: 0.5639, grad_norm: 6.5524 2021-06-20 20:40:40,338 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 11:39:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6625, loss: 0.6625, grad_norm: 6.9778 2021-06-20 20:40:51,502 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 11:38:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9445, loss_cls: 0.6455, loss: 0.6455, grad_norm: 6.9517 2021-06-20 20:41:02,651 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 11:38:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6513, loss: 0.6513, grad_norm: 7.0547 2021-06-20 20:41:13,802 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 11:38:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9484, loss_cls: 0.6775, loss: 0.6775, grad_norm: 7.1709 2021-06-20 20:41:24,964 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 11:38:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6612, loss: 0.6612, grad_norm: 6.8581 2021-06-20 20:41:36,130 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 11:38:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6614, loss: 0.6614, grad_norm: 7.0297 2021-06-20 20:41:47,307 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 11:37:54, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9367, loss_cls: 0.7256, loss: 0.7256, grad_norm: 7.3183 2021-06-20 20:41:58,451 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 11:37:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9445, loss_cls: 0.6583, loss: 0.6583, grad_norm: 6.7911 2021-06-20 20:42:09,605 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 11:37:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9398, loss_cls: 0.6988, loss: 0.6988, grad_norm: 7.1736 2021-06-20 20:42:20,758 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 11:37:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6605, loss: 0.6605, grad_norm: 7.1660 2021-06-20 20:42:31,908 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 11:37:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9453, loss_cls: 0.7037, loss: 0.7037, grad_norm: 7.3047 2021-06-20 20:42:43,058 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 11:36:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6873, loss: 0.6873, grad_norm: 7.1383 2021-06-20 20:42:54,206 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 11:36:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9375, loss_cls: 0.7034, loss: 0.7034, grad_norm: 7.0700 2021-06-20 20:43:05,365 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 11:36:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9445, loss_cls: 0.6917, loss: 0.6917, grad_norm: 7.0595 2021-06-20 20:43:16,530 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 11:36:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.7198, loss: 0.7198, grad_norm: 7.3947 2021-06-20 20:43:27,683 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 11:36:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9570, loss_cls: 0.6237, loss: 0.6237, grad_norm: 6.7335 2021-06-20 20:43:38,841 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 11:35:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9484, loss_cls: 0.6477, loss: 0.6477, grad_norm: 6.9837 2021-06-20 20:43:49,998 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 11:35:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9664, loss_cls: 0.5847, loss: 0.5847, grad_norm: 6.7538 2021-06-20 20:44:01,168 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 11:35:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6345, loss: 0.6345, grad_norm: 6.8943 2021-06-20 20:44:12,331 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 11:35:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6418, loss: 0.6418, grad_norm: 6.9424 2021-06-20 20:44:23,488 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 11:35:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9570, loss_cls: 0.5676, loss: 0.5676, grad_norm: 6.5134 2021-06-20 20:44:34,654 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 11:35:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6775, loss: 0.6775, grad_norm: 7.0445 2021-06-20 20:44:45,802 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 11:34:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9445, loss_cls: 0.6801, loss: 0.6801, grad_norm: 7.3831 2021-06-20 20:44:56,960 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 11:34:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9555, loss_cls: 0.6672, loss: 0.6672, grad_norm: 6.9858 2021-06-20 20:45:08,162 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 11:34:25, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9539, loss_cls: 0.6746, loss: 0.6746, grad_norm: 7.2497 2021-06-20 20:45:19,323 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 11:34:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9539, loss_cls: 0.6470, loss: 0.6470, grad_norm: 7.1834 2021-06-20 20:45:30,484 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 11:34:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9570, loss_cls: 0.6316, loss: 0.6316, grad_norm: 7.0509 2021-06-20 20:45:41,638 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 11:33:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6924, loss: 0.6924, grad_norm: 7.2004 2021-06-20 20:45:52,797 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 11:33:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9430, loss_cls: 0.6531, loss: 0.6531, grad_norm: 6.9959 2021-06-20 20:46:03,952 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 11:33:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6864, loss: 0.6864, grad_norm: 7.3915 2021-06-20 20:46:15,111 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 11:33:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6775, loss: 0.6775, grad_norm: 6.9034 2021-06-20 20:46:26,267 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 11:33:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.7096, loss: 0.7096, grad_norm: 7.2843 2021-06-20 20:46:37,428 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 11:32:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6184, loss: 0.6184, grad_norm: 6.7704 2021-06-20 20:46:48,589 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 11:32:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9469, loss_cls: 0.6594, loss: 0.6594, grad_norm: 7.0278 2021-06-20 20:46:59,754 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 11:32:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9609, loss_cls: 0.6149, loss: 0.6149, grad_norm: 6.6981 2021-06-20 20:47:10,894 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 11:32:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9547, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.1962 2021-06-20 20:47:22,043 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 11:32:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9570, loss_cls: 0.6388, loss: 0.6388, grad_norm: 7.2535 2021-06-20 20:47:33,200 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 11:31:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9492, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.0541 2021-06-20 20:47:44,366 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 11:31:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.6064, loss: 0.6064, grad_norm: 6.8151 2021-06-20 20:47:55,522 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 11:31:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6387, loss: 0.6387, grad_norm: 7.0769 2021-06-20 20:48:06,683 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 11:31:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9531, loss_cls: 0.6666, loss: 0.6666, grad_norm: 7.3229 2021-06-20 20:48:17,834 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 11:31:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.6864, loss: 0.6864, grad_norm: 7.1794 2021-06-20 20:48:28,984 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 11:30:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6395, loss: 0.6395, grad_norm: 6.6193 2021-06-20 20:48:40,148 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 11:30:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9437, loss_cls: 0.6573, loss: 0.6573, grad_norm: 7.0656 2021-06-20 20:48:51,303 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 11:30:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9531, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.0458 2021-06-20 20:49:02,447 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 11:30:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9430, loss_cls: 0.6941, loss: 0.6941, grad_norm: 7.4341 2021-06-20 20:49:13,612 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 11:30:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9492, loss_cls: 0.6229, loss: 0.6229, grad_norm: 6.8199 2021-06-20 20:49:24,764 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 11:29:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6408, loss: 0.6408, grad_norm: 7.1117 2021-06-20 20:49:35,917 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 11:29:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6473, loss: 0.6473, grad_norm: 7.0845 2021-06-20 20:49:47,065 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 11:29:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9367, loss_cls: 0.6955, loss: 0.6955, grad_norm: 7.2634 2021-06-20 20:49:58,243 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 11:29:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6481, loss: 0.6481, grad_norm: 6.9020 2021-06-20 20:50:09,434 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 11:29:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6300, loss: 0.6300, grad_norm: 6.9870 2021-06-20 20:50:20,580 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 11:28:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9414, loss_cls: 0.7266, loss: 0.7266, grad_norm: 7.3949 2021-06-20 20:50:31,734 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 11:28:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9477, loss_cls: 0.6408, loss: 0.6408, grad_norm: 6.8601 2021-06-20 20:50:42,900 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 11:28:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6642, loss: 0.6642, grad_norm: 7.2249 2021-06-20 20:50:54,067 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 11:28:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.7015, loss: 0.7015, grad_norm: 7.3966 2021-06-20 20:51:05,233 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 11:28:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.6808, loss: 0.6808, grad_norm: 7.1149 2021-06-20 20:51:16,427 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 11:28:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9539, loss_cls: 0.6468, loss: 0.6468, grad_norm: 7.0037 2021-06-20 20:51:27,587 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 11:27:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9383, loss_cls: 0.7079, loss: 0.7079, grad_norm: 7.1111 2021-06-20 20:51:45,966 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-06-20 20:53:50,932 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 11:27:51, time: 6.205, data_time: 5.605, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9461, loss_cls: 0.6605, loss: 0.6605, grad_norm: 7.1066 2021-06-20 20:54:02,080 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 11:27:39, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6213, loss: 0.6213, grad_norm: 6.9631 2021-06-20 20:54:13,184 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 11:27:28, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6456, loss: 0.6456, grad_norm: 7.1114 2021-06-20 20:54:24,297 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 11:27:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9555, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.0388 2021-06-20 20:54:35,436 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 11:27:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6298, loss: 0.6298, grad_norm: 6.9023 2021-06-20 20:54:46,568 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 11:26:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6247, loss: 0.6247, grad_norm: 6.7702 2021-06-20 20:54:57,708 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 11:26:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9539, loss_cls: 0.6301, loss: 0.6301, grad_norm: 7.2259 2021-06-20 20:55:10,089 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 11:26:30, time: 0.614, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6536, loss: 0.6536, grad_norm: 6.9158 2021-06-20 20:55:21,219 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 11:26:18, time: 0.561, data_time: 0.005, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9547, loss_cls: 0.6787, loss: 0.6787, grad_norm: 7.2277 2021-06-20 20:55:32,368 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 11:26:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6587, loss: 0.6587, grad_norm: 7.0334 2021-06-20 20:55:43,504 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 11:25:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6579, loss: 0.6579, grad_norm: 6.9825 2021-06-20 20:55:54,636 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 11:25:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6439, loss: 0.6439, grad_norm: 7.0330 2021-06-20 20:56:05,787 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 11:25:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6346, loss: 0.6346, grad_norm: 6.9421 2021-06-20 20:56:16,950 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 11:25:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9375, loss_cls: 0.7154, loss: 0.7154, grad_norm: 7.4687 2021-06-20 20:56:28,107 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 11:25:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9453, loss_cls: 0.6271, loss: 0.6271, grad_norm: 6.7618 2021-06-20 20:56:39,255 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 11:24:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9406, loss_cls: 0.7027, loss: 0.7027, grad_norm: 7.1157 2021-06-20 20:56:50,405 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 11:24:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9445, loss_cls: 0.6818, loss: 0.6818, grad_norm: 7.0979 2021-06-20 20:57:01,542 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 11:24:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.6811, loss: 0.6811, grad_norm: 7.2406 2021-06-20 20:57:12,679 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 11:24:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7421, loss: 0.7421, grad_norm: 7.4620 2021-06-20 20:57:23,814 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 11:24:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9406, loss_cls: 0.6929, loss: 0.6929, grad_norm: 6.8832 2021-06-20 20:57:34,957 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 11:23:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.6111, loss: 0.6111, grad_norm: 6.6789 2021-06-20 20:57:46,096 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 11:23:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9484, loss_cls: 0.6608, loss: 0.6608, grad_norm: 6.8563 2021-06-20 20:57:57,237 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 11:23:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9547, loss_cls: 0.6630, loss: 0.6630, grad_norm: 7.0883 2021-06-20 20:58:08,400 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 11:23:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9539, loss_cls: 0.6654, loss: 0.6654, grad_norm: 7.3056 2021-06-20 20:58:19,530 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 11:23:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.0995 2021-06-20 20:58:30,663 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 11:23:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6701, loss: 0.6701, grad_norm: 6.9958 2021-06-20 20:58:41,800 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 11:22:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9555, loss_cls: 0.6494, loss: 0.6494, grad_norm: 7.1471 2021-06-20 20:58:52,961 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 11:22:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6268, loss: 0.6268, grad_norm: 6.9857 2021-06-20 20:59:04,101 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 11:22:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9461, loss_cls: 0.6559, loss: 0.6559, grad_norm: 7.2784 2021-06-20 20:59:15,256 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 11:22:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9547, loss_cls: 0.6561, loss: 0.6561, grad_norm: 7.1572 2021-06-20 20:59:26,410 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 11:22:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9398, loss_cls: 0.6766, loss: 0.6766, grad_norm: 7.2813 2021-06-20 20:59:37,564 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 11:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6347, loss: 0.6347, grad_norm: 7.1445 2021-06-20 20:59:48,702 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 11:21:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9602, loss_cls: 0.5861, loss: 0.5861, grad_norm: 6.6481 2021-06-20 20:59:59,842 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 11:21:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9406, loss_cls: 0.6773, loss: 0.6773, grad_norm: 7.2207 2021-06-20 21:00:10,991 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 11:21:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6554, loss: 0.6554, grad_norm: 7.0349 2021-06-20 21:00:22,147 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 11:21:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9469, loss_cls: 0.6647, loss: 0.6647, grad_norm: 7.0059 2021-06-20 21:00:33,294 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 11:20:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9367, loss_cls: 0.7142, loss: 0.7142, grad_norm: 7.2876 2021-06-20 21:00:44,439 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 11:20:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6314, loss: 0.6314, grad_norm: 6.7649 2021-06-20 21:00:55,576 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 11:20:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6663, loss: 0.6663, grad_norm: 7.1555 2021-06-20 21:01:06,714 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 11:20:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6698, loss: 0.6698, grad_norm: 7.1076 2021-06-20 21:01:17,860 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 11:20:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9484, loss_cls: 0.6661, loss: 0.6661, grad_norm: 7.1458 2021-06-20 21:01:29,008 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 11:19:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9367, loss_cls: 0.7234, loss: 0.7234, grad_norm: 7.2966 2021-06-20 21:01:40,166 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 11:19:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9523, loss_cls: 0.6531, loss: 0.6531, grad_norm: 7.2277 2021-06-20 21:01:51,328 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 11:19:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9508, loss_cls: 0.6331, loss: 0.6331, grad_norm: 6.9501 2021-06-20 21:02:02,472 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 11:19:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.6931, loss: 0.6931, grad_norm: 7.0878 2021-06-20 21:02:13,616 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 11:19:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9578, loss_cls: 0.6212, loss: 0.6212, grad_norm: 7.0570 2021-06-20 21:02:24,751 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 11:18:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6417, loss: 0.6417, grad_norm: 7.1430 2021-06-20 21:02:35,897 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 11:18:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9398, loss_cls: 0.6565, loss: 0.6565, grad_norm: 6.9907 2021-06-20 21:02:47,049 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 11:18:31, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.5852, loss: 0.5852, grad_norm: 6.7816 2021-06-20 21:02:58,199 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 11:18:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.1948 2021-06-20 21:03:09,359 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 11:18:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.7264, loss: 0.7264, grad_norm: 7.4444 2021-06-20 21:03:20,501 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 11:17:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.6909, loss: 0.6909, grad_norm: 7.2734 2021-06-20 21:03:31,652 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 11:17:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9391, loss_cls: 0.6709, loss: 0.6709, grad_norm: 7.0973 2021-06-20 21:03:42,815 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 11:17:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9297, loss_cls: 0.7664, loss: 0.7664, grad_norm: 7.4543 2021-06-20 21:03:53,963 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 11:17:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9563, loss_cls: 0.5813, loss: 0.5813, grad_norm: 6.6151 2021-06-20 21:04:05,084 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 11:17:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9563, loss_cls: 0.6027, loss: 0.6027, grad_norm: 6.8278 2021-06-20 21:04:16,235 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 11:16:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9375, loss_cls: 0.7461, loss: 0.7461, grad_norm: 7.4181 2021-06-20 21:04:27,390 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 11:16:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6570, loss: 0.6570, grad_norm: 6.8755 2021-06-20 21:04:38,556 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 11:16:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9633, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.0486 2021-06-20 21:04:49,708 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 11:16:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9492, loss_cls: 0.6489, loss: 0.6489, grad_norm: 7.0725 2021-06-20 21:05:00,851 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 11:16:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9430, loss_cls: 0.6746, loss: 0.6746, grad_norm: 7.0349 2021-06-20 21:05:12,009 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 11:16:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9437, loss_cls: 0.6705, loss: 0.6705, grad_norm: 7.0625 2021-06-20 21:05:23,153 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 11:15:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9508, loss_cls: 0.6749, loss: 0.6749, grad_norm: 7.2289 2021-06-20 21:05:34,293 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 11:15:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9484, loss_cls: 0.6422, loss: 0.6422, grad_norm: 7.0297 2021-06-20 21:05:45,438 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 11:15:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6814, loss: 0.6814, grad_norm: 7.4366 2021-06-20 21:05:56,584 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 11:15:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9531, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.0169 2021-06-20 21:06:07,736 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 11:15:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.6926, loss: 0.6926, grad_norm: 7.2605 2021-06-20 21:06:18,899 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 11:14:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9445, loss_cls: 0.6152, loss: 0.6152, grad_norm: 6.7813 2021-06-20 21:06:30,043 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 11:14:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9391, loss_cls: 0.7055, loss: 0.7055, grad_norm: 7.5019 2021-06-20 21:06:41,174 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 11:14:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6429, loss: 0.6429, grad_norm: 6.7964 2021-06-20 21:06:52,318 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 11:14:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9445, loss_cls: 0.6650, loss: 0.6650, grad_norm: 7.2419 2021-06-20 21:07:03,451 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 11:14:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9477, loss_cls: 0.6525, loss: 0.6525, grad_norm: 6.9016 2021-06-20 21:07:14,603 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 11:13:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6597, loss: 0.6597, grad_norm: 7.0586 2021-06-20 21:07:25,752 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 11:13:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6709, loss: 0.6709, grad_norm: 6.9951 2021-06-20 21:07:36,897 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 11:13:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9563, loss_cls: 0.5768, loss: 0.5768, grad_norm: 6.6874 2021-06-20 21:07:48,044 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 11:13:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9578, loss_cls: 0.6061, loss: 0.6061, grad_norm: 6.8961 2021-06-20 21:07:59,185 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 11:13:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.6223, loss: 0.6223, grad_norm: 6.9825 2021-06-20 21:08:10,324 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 11:12:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9484, loss_cls: 0.7036, loss: 0.7036, grad_norm: 7.3537 2021-06-20 21:08:21,461 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 11:12:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.6098, loss: 0.6098, grad_norm: 7.0264 2021-06-20 21:08:32,606 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 11:12:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9445, loss_cls: 0.6603, loss: 0.6603, grad_norm: 7.3679 2021-06-20 21:08:43,749 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 11:12:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6413, loss: 0.6413, grad_norm: 6.9935 2021-06-20 21:08:54,906 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 11:12:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9523, loss_cls: 0.6642, loss: 0.6642, grad_norm: 7.2029 2021-06-20 21:09:06,058 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 11:11:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9469, loss_cls: 0.6546, loss: 0.6546, grad_norm: 6.8874 2021-06-20 21:09:17,205 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 11:11:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.0755 2021-06-20 21:09:28,359 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 11:11:32, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9523, loss_cls: 0.6646, loss: 0.6646, grad_norm: 7.1640 2021-06-20 21:09:39,500 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 11:11:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9555, loss_cls: 0.6377, loss: 0.6377, grad_norm: 7.0679 2021-06-20 21:09:50,646 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 11:11:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6340, loss: 0.6340, grad_norm: 6.9098 2021-06-20 21:10:01,812 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 11:10:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9555, loss_cls: 0.5975, loss: 0.5975, grad_norm: 6.7459 2021-06-20 21:10:12,965 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 11:10:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6511, loss: 0.6511, grad_norm: 6.8451 2021-06-20 21:10:24,112 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 11:10:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6735, loss: 0.6735, grad_norm: 6.9615 2021-06-20 21:10:35,240 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 11:10:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6806, loss: 0.6806, grad_norm: 7.2985 2021-06-20 21:10:46,396 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 11:10:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9414, loss_cls: 0.6701, loss: 0.6701, grad_norm: 7.3137 2021-06-20 21:10:57,545 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 11:09:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9516, loss_cls: 0.6097, loss: 0.6097, grad_norm: 6.8059 2021-06-20 21:11:08,704 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 11:09:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9422, loss_cls: 0.6592, loss: 0.6592, grad_norm: 7.0430 2021-06-20 21:11:19,862 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 11:09:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9641, loss_cls: 0.5828, loss: 0.5828, grad_norm: 6.9916 2021-06-20 21:11:31,011 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 11:09:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6405, loss: 0.6405, grad_norm: 7.0500 2021-06-20 21:11:42,153 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 11:09:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9461, loss_cls: 0.6988, loss: 0.6988, grad_norm: 7.4124 2021-06-20 21:11:53,305 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 11:09:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6798, loss: 0.6798, grad_norm: 7.0211 2021-06-20 21:12:04,453 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 11:08:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9563, loss_cls: 0.6039, loss: 0.6039, grad_norm: 6.9393 2021-06-20 21:12:15,592 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 11:08:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9523, loss_cls: 0.6800, loss: 0.6800, grad_norm: 7.0730 2021-06-20 21:12:26,732 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 11:08:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9594, loss_cls: 0.6582, loss: 0.6582, grad_norm: 7.1032 2021-06-20 21:12:37,878 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 11:08:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9398, loss_cls: 0.6916, loss: 0.6916, grad_norm: 7.0926 2021-06-20 21:12:49,034 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 11:08:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9414, loss_cls: 0.6925, loss: 0.6925, grad_norm: 7.1784 2021-06-20 21:13:00,166 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 11:07:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9406, loss_cls: 0.6760, loss: 0.6760, grad_norm: 7.1208 2021-06-20 21:13:11,316 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 11:07:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6855, loss: 0.6855, grad_norm: 7.1353 2021-06-20 21:13:22,458 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 11:07:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6389, loss: 0.6389, grad_norm: 7.1558 2021-06-20 21:13:33,611 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 11:07:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9500, loss_cls: 0.6830, loss: 0.6830, grad_norm: 7.5180 2021-06-20 21:13:44,776 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 11:07:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.1692 2021-06-20 21:13:55,926 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 11:06:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6808, loss: 0.6808, grad_norm: 6.9872 2021-06-20 21:14:07,069 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 11:06:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6865, loss: 0.6865, grad_norm: 7.2545 2021-06-20 21:14:18,214 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 11:06:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6657, loss: 0.6657, grad_norm: 7.0109 2021-06-20 21:14:29,355 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 11:06:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9437, loss_cls: 0.6724, loss: 0.6724, grad_norm: 7.0355 2021-06-20 21:14:40,498 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 11:06:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.6010, loss: 0.6010, grad_norm: 6.8603 2021-06-20 21:14:51,647 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 11:05:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5964, loss: 0.5964, grad_norm: 6.7371 2021-06-20 21:15:02,816 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 11:05:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9516, loss_cls: 0.6547, loss: 0.6547, grad_norm: 7.1507 2021-06-20 21:15:13,912 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 11:05:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9437, loss_cls: 0.6840, loss: 0.6840, grad_norm: 7.1468 2021-06-20 21:15:25,053 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 11:05:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9445, loss_cls: 0.7078, loss: 0.7078, grad_norm: 7.3068 2021-06-20 21:15:36,227 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 11:05:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.1995 2021-06-20 21:15:47,379 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 11:04:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6638, loss: 0.6638, grad_norm: 6.9946 2021-06-20 21:15:58,541 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 11:04:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9484, loss_cls: 0.6656, loss: 0.6656, grad_norm: 7.1724 2021-06-20 21:16:09,694 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 11:04:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9594, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.0070 2021-06-20 21:16:20,840 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 11:04:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.6109, loss: 0.6109, grad_norm: 6.6832 2021-06-20 21:16:31,977 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 11:04:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9484, loss_cls: 0.6544, loss: 0.6544, grad_norm: 6.9564 2021-06-20 21:16:43,113 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 11:03:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9563, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.4041 2021-06-20 21:16:54,256 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 11:03:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6466, loss: 0.6466, grad_norm: 6.9438 2021-06-20 21:17:05,414 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 11:03:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9563, loss_cls: 0.5912, loss: 0.5912, grad_norm: 6.7925 2021-06-20 21:17:16,577 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 11:03:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9578, loss_cls: 0.6671, loss: 0.6671, grad_norm: 7.3764 2021-06-20 21:17:27,721 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 11:03:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9414, loss_cls: 0.6798, loss: 0.6798, grad_norm: 7.2140 2021-06-20 21:17:38,867 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 11:02:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9469, loss_cls: 0.6386, loss: 0.6386, grad_norm: 6.7991 2021-06-20 21:17:50,007 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 11:02:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6682, loss: 0.6682, grad_norm: 7.4809 2021-06-20 21:18:01,168 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 11:02:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6547, loss: 0.6547, grad_norm: 7.1407 2021-06-20 21:18:12,311 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 11:02:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.2458 2021-06-20 21:18:23,469 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 11:02:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9602, loss_cls: 0.5762, loss: 0.5762, grad_norm: 6.8824 2021-06-20 21:18:34,618 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 11:02:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6974, loss: 0.6974, grad_norm: 7.4569 2021-06-20 21:18:45,756 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 11:01:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9586, loss_cls: 0.5560, loss: 0.5560, grad_norm: 6.6872 2021-06-20 21:18:56,903 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 11:01:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6111, loss: 0.6111, grad_norm: 6.9383 2021-06-20 21:19:08,042 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 11:01:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9500, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.0437 2021-06-20 21:19:19,184 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 11:01:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6536, loss: 0.6536, grad_norm: 6.9489 2021-06-20 21:19:30,328 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 11:01:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6680, loss: 0.6680, grad_norm: 7.0199 2021-06-20 21:19:41,474 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 11:00:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6559, loss: 0.6559, grad_norm: 6.9758 2021-06-20 21:19:52,618 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 11:00:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9492, loss_cls: 0.6530, loss: 0.6530, grad_norm: 6.9053 2021-06-20 21:20:03,773 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 11:00:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9477, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.2704 2021-06-20 21:20:14,970 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 11:00:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9469, loss_cls: 0.6755, loss: 0.6755, grad_norm: 7.1863 2021-06-20 21:20:26,127 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 11:00:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6491, loss: 0.6491, grad_norm: 7.0640 2021-06-20 21:20:37,266 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 10:59:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9461, loss_cls: 0.5987, loss: 0.5987, grad_norm: 6.8218 2021-06-20 21:20:48,417 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 10:59:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9477, loss_cls: 0.6306, loss: 0.6306, grad_norm: 6.8794 2021-06-20 21:20:59,579 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 10:59:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9437, loss_cls: 0.6812, loss: 0.6812, grad_norm: 7.2568 2021-06-20 21:21:10,730 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 10:59:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9383, loss_cls: 0.6928, loss: 0.6928, grad_norm: 7.1458 2021-06-20 21:21:21,886 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 10:59:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6328, loss: 0.6328, grad_norm: 6.7898 2021-06-20 21:21:33,031 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 10:58:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9617, loss_cls: 0.6084, loss: 0.6084, grad_norm: 6.8440 2021-06-20 21:21:44,179 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 10:58:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9563, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.1645 2021-06-20 21:21:55,316 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 10:58:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6652, loss: 0.6652, grad_norm: 7.2667 2021-06-20 21:22:06,449 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 10:58:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.2550 2021-06-20 21:22:17,568 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 10:58:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9570, loss_cls: 0.6354, loss: 0.6354, grad_norm: 7.1787 2021-06-20 21:22:28,716 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 10:57:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.6760, loss: 0.6760, grad_norm: 7.2718 2021-06-20 21:22:39,868 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 10:57:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9359, loss_cls: 0.7475, loss: 0.7475, grad_norm: 7.4300 2021-06-20 21:22:51,016 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 10:57:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6819, loss: 0.6819, grad_norm: 7.3240 2021-06-20 21:23:02,180 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 10:57:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.1979 2021-06-20 21:23:13,320 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 10:57:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.6332, loss: 0.6332, grad_norm: 7.1040 2021-06-20 21:23:24,472 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 10:56:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.6002, loss: 0.6002, grad_norm: 6.7003 2021-06-20 21:23:35,612 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 10:56:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9508, loss_cls: 0.6742, loss: 0.6742, grad_norm: 7.1239 2021-06-20 21:23:46,764 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 10:56:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9437, loss_cls: 0.6792, loss: 0.6792, grad_norm: 7.2923 2021-06-20 21:23:57,902 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 10:56:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9461, loss_cls: 0.6419, loss: 0.6419, grad_norm: 7.1089 2021-06-20 21:24:09,068 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 10:56:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9453, loss_cls: 0.6747, loss: 0.6747, grad_norm: 7.2863 2021-06-20 21:24:20,208 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 10:55:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9453, loss_cls: 0.7008, loss: 0.7008, grad_norm: 7.4586 2021-06-20 21:24:31,367 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 10:55:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9547, loss_cls: 0.6946, loss: 0.6946, grad_norm: 7.4742 2021-06-20 21:24:42,517 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 10:55:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9406, loss_cls: 0.6946, loss: 0.6946, grad_norm: 6.8802 2021-06-20 21:24:53,678 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 10:55:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9406, loss_cls: 0.7207, loss: 0.7207, grad_norm: 7.7667 2021-06-20 21:25:04,883 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 10:55:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.1183 2021-06-20 21:25:16,033 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 10:55:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6387, loss: 0.6387, grad_norm: 6.9237 2021-06-20 21:25:27,197 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 10:54:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6446, loss: 0.6446, grad_norm: 7.2480 2021-06-20 21:25:38,340 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 10:54:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9469, loss_cls: 0.6285, loss: 0.6285, grad_norm: 6.9161 2021-06-20 21:25:49,518 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 10:54:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9375, loss_cls: 0.6828, loss: 0.6828, grad_norm: 7.3862 2021-06-20 21:26:00,667 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 10:54:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9359, loss_cls: 0.7136, loss: 0.7136, grad_norm: 7.5068 2021-06-20 21:26:11,815 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 10:54:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6397, loss: 0.6397, grad_norm: 7.0535 2021-06-20 21:26:22,984 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 10:53:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6819, loss: 0.6819, grad_norm: 7.0847 2021-06-20 21:26:34,133 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 10:53:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.2229 2021-06-20 21:26:45,267 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 10:53:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9617, loss_cls: 0.5789, loss: 0.5789, grad_norm: 6.6989 2021-06-20 21:26:56,408 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 10:53:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6308, loss: 0.6308, grad_norm: 7.0234 2021-06-20 21:27:07,558 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 10:53:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.6876, loss: 0.6876, grad_norm: 7.3261 2021-06-20 21:27:18,711 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 10:52:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9422, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.1572 2021-06-20 21:27:29,867 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 10:52:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6611, loss: 0.6611, grad_norm: 7.1370 2021-06-20 21:27:41,033 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 10:52:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9437, loss_cls: 0.6953, loss: 0.6953, grad_norm: 7.4025 2021-06-20 21:27:52,168 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 10:52:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9625, loss_cls: 0.5922, loss: 0.5922, grad_norm: 7.0757 2021-06-20 21:28:03,321 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 10:52:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9539, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.0361 2021-06-20 21:28:14,467 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 10:51:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9477, loss_cls: 0.6694, loss: 0.6694, grad_norm: 7.1673 2021-06-20 21:28:25,615 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 10:51:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9602, loss_cls: 0.5934, loss: 0.5934, grad_norm: 6.8327 2021-06-20 21:28:44,336 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-06-20 21:30:50,593 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 10:51:44, time: 6.292, data_time: 5.688, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9539, loss_cls: 0.6635, loss: 0.6635, grad_norm: 7.1008 2021-06-20 21:31:01,737 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 10:51:33, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.0753 2021-06-20 21:31:12,856 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 10:51:21, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9508, loss_cls: 0.7057, loss: 0.7057, grad_norm: 7.3764 2021-06-20 21:31:23,961 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 10:51:09, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6471, loss: 0.6471, grad_norm: 7.0434 2021-06-20 21:31:35,095 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 10:50:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6701, loss: 0.6701, grad_norm: 7.0220 2021-06-20 21:31:46,229 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 10:50:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9352, loss_cls: 0.7625, loss: 0.7625, grad_norm: 7.7195 2021-06-20 21:31:57,360 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 10:50:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9563, loss_cls: 0.6282, loss: 0.6282, grad_norm: 7.0584 2021-06-20 21:32:08,484 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 10:50:23, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9406, loss_cls: 0.6710, loss: 0.6710, grad_norm: 7.3262 2021-06-20 21:32:19,629 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 10:50:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9414, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.0991 2021-06-20 21:32:30,745 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 10:49:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9516, loss_cls: 0.6717, loss: 0.6717, grad_norm: 7.3045 2021-06-20 21:32:41,889 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 10:49:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6371, loss: 0.6371, grad_norm: 6.9445 2021-06-20 21:32:53,045 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 10:49:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9461, loss_cls: 0.6648, loss: 0.6648, grad_norm: 7.1551 2021-06-20 21:33:04,185 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 10:49:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.1381 2021-06-20 21:33:15,337 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 10:49:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9563, loss_cls: 0.6140, loss: 0.6140, grad_norm: 7.0461 2021-06-20 21:33:26,478 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 10:49:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6645, loss: 0.6645, grad_norm: 7.0504 2021-06-20 21:33:37,619 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 10:48:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9563, loss_cls: 0.6256, loss: 0.6256, grad_norm: 7.1605 2021-06-20 21:33:48,760 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 10:48:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9484, loss_cls: 0.6065, loss: 0.6065, grad_norm: 6.8832 2021-06-20 21:33:59,905 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 10:48:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9406, loss_cls: 0.6932, loss: 0.6932, grad_norm: 7.2555 2021-06-20 21:34:11,073 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 10:48:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9492, loss_cls: 0.6337, loss: 0.6337, grad_norm: 6.9068 2021-06-20 21:34:22,232 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 10:48:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6727, loss: 0.6727, grad_norm: 7.0646 2021-06-20 21:34:33,376 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 10:47:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9469, loss_cls: 0.6469, loss: 0.6469, grad_norm: 6.8830 2021-06-20 21:34:44,525 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 10:47:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9586, loss_cls: 0.6316, loss: 0.6316, grad_norm: 7.1946 2021-06-20 21:34:55,673 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 10:47:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9453, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.1387 2021-06-20 21:35:09,676 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 10:47:17, time: 0.695, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9469, loss_cls: 0.6585, loss: 0.6585, grad_norm: 7.2835 2021-06-20 21:35:20,840 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 10:47:05, time: 0.564, data_time: 0.006, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9539, loss_cls: 0.6054, loss: 0.6054, grad_norm: 6.8071 2021-06-20 21:35:32,006 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 10:46:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6814, loss: 0.6814, grad_norm: 7.0978 2021-06-20 21:35:43,610 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 10:46:42, time: 0.581, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9453, loss_cls: 0.6573, loss: 0.6573, grad_norm: 7.0529 2021-06-20 21:35:54,755 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 10:46:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9484, loss_cls: 0.6125, loss: 0.6125, grad_norm: 6.6836 2021-06-20 21:36:05,905 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 10:46:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9375, loss_cls: 0.6750, loss: 0.6750, grad_norm: 7.1074 2021-06-20 21:36:17,063 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 10:46:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6871, loss: 0.6871, grad_norm: 7.4655 2021-06-20 21:36:28,213 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 10:45:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6424, loss: 0.6424, grad_norm: 6.9713 2021-06-20 21:36:39,367 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 10:45:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9500, loss_cls: 0.6568, loss: 0.6568, grad_norm: 7.1478 2021-06-20 21:36:50,508 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 10:45:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9500, loss_cls: 0.6285, loss: 0.6285, grad_norm: 7.1566 2021-06-20 21:37:01,653 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 10:45:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6427, loss: 0.6427, grad_norm: 6.9644 2021-06-20 21:37:12,800 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 10:45:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.7109, loss: 0.7109, grad_norm: 7.4390 2021-06-20 21:37:23,949 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 10:44:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6309, loss: 0.6309, grad_norm: 7.2599 2021-06-20 21:37:35,110 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 10:44:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9508, loss_cls: 0.5913, loss: 0.5913, grad_norm: 6.9018 2021-06-20 21:37:46,271 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 10:44:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9492, loss_cls: 0.6648, loss: 0.6648, grad_norm: 7.2221 2021-06-20 21:37:57,412 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 10:44:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9477, loss_cls: 0.6463, loss: 0.6463, grad_norm: 7.1739 2021-06-20 21:38:08,557 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 10:44:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9516, loss_cls: 0.6152, loss: 0.6152, grad_norm: 6.8005 2021-06-20 21:38:19,712 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 10:43:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.6274, loss: 0.6274, grad_norm: 7.0650 2021-06-20 21:38:30,869 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 10:43:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9469, loss_cls: 0.7006, loss: 0.7006, grad_norm: 7.2067 2021-06-20 21:38:42,034 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 10:43:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6644, loss: 0.6644, grad_norm: 7.3149 2021-06-20 21:38:53,186 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 10:43:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9547, loss_cls: 0.6113, loss: 0.6113, grad_norm: 7.0166 2021-06-20 21:39:04,347 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 10:43:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6735, loss: 0.6735, grad_norm: 7.4277 2021-06-20 21:39:15,503 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 10:43:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.0026 2021-06-20 21:39:26,665 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 10:42:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9406, loss_cls: 0.6388, loss: 0.6388, grad_norm: 6.9649 2021-06-20 21:39:37,825 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 10:42:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9664, loss_cls: 0.5667, loss: 0.5667, grad_norm: 6.7607 2021-06-20 21:39:48,974 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 10:42:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6096, loss: 0.6096, grad_norm: 6.7544 2021-06-20 21:40:00,131 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 10:42:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6440, loss: 0.6440, grad_norm: 7.0823 2021-06-20 21:40:11,289 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 10:42:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.5791, loss: 0.5791, grad_norm: 6.7203 2021-06-20 21:40:22,454 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 10:41:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9469, loss_cls: 0.6487, loss: 0.6487, grad_norm: 7.1154 2021-06-20 21:40:33,602 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 10:41:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.7080, loss: 0.7080, grad_norm: 7.3579 2021-06-20 21:40:44,753 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 10:41:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9586, loss_cls: 0.5922, loss: 0.5922, grad_norm: 6.6158 2021-06-20 21:40:55,895 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 10:41:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.7121, loss: 0.7121, grad_norm: 7.4260 2021-06-20 21:41:07,045 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 10:41:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6279, loss: 0.6279, grad_norm: 7.2559 2021-06-20 21:41:18,205 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 10:40:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.0985 2021-06-20 21:41:29,364 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 10:40:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6471, loss: 0.6471, grad_norm: 7.2264 2021-06-20 21:41:40,513 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 10:40:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9461, loss_cls: 0.6536, loss: 0.6536, grad_norm: 7.1801 2021-06-20 21:41:51,656 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 10:40:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6105, loss: 0.6105, grad_norm: 6.8466 2021-06-20 21:42:02,817 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 10:40:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9461, loss_cls: 0.6734, loss: 0.6734, grad_norm: 7.3450 2021-06-20 21:42:13,976 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 10:39:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6692, loss: 0.6692, grad_norm: 7.2943 2021-06-20 21:42:25,140 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 10:39:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9594, loss_cls: 0.5693, loss: 0.5693, grad_norm: 6.7004 2021-06-20 21:42:36,304 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 10:39:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.7173, loss: 0.7173, grad_norm: 7.2637 2021-06-20 21:42:47,453 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 10:39:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9586, loss_cls: 0.6413, loss: 0.6413, grad_norm: 7.0370 2021-06-20 21:42:58,631 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 10:39:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6249, loss: 0.6249, grad_norm: 7.1591 2021-06-20 21:43:09,796 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 10:38:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6679, loss: 0.6679, grad_norm: 7.4659 2021-06-20 21:43:20,933 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 10:38:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.6876, loss: 0.6876, grad_norm: 7.1556 2021-06-20 21:43:32,095 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 10:38:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9555, loss_cls: 0.6500, loss: 0.6500, grad_norm: 7.1452 2021-06-20 21:43:43,251 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 10:38:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.1504 2021-06-20 21:43:54,399 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 10:38:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9453, loss_cls: 0.6720, loss: 0.6720, grad_norm: 7.1264 2021-06-20 21:44:05,558 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 10:37:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.6107, loss: 0.6107, grad_norm: 7.0992 2021-06-20 21:44:16,715 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 10:37:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9469, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.2593 2021-06-20 21:44:27,850 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 10:37:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9430, loss_cls: 0.6561, loss: 0.6561, grad_norm: 7.2342 2021-06-20 21:44:38,994 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 10:37:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9422, loss_cls: 0.6446, loss: 0.6446, grad_norm: 7.0388 2021-06-20 21:44:50,135 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 10:37:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9437, loss_cls: 0.6716, loss: 0.6716, grad_norm: 7.1022 2021-06-20 21:45:01,294 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 10:36:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9398, loss_cls: 0.6687, loss: 0.6687, grad_norm: 7.2642 2021-06-20 21:45:12,450 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 10:36:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7455, loss: 0.7455, grad_norm: 7.7230 2021-06-20 21:45:23,597 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 10:36:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9500, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.0316 2021-06-20 21:45:34,740 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 10:36:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9578, loss_cls: 0.6201, loss: 0.6201, grad_norm: 6.7910 2021-06-20 21:45:45,896 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 10:36:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.0881 2021-06-20 21:45:57,035 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 10:36:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9422, loss_cls: 0.6387, loss: 0.6387, grad_norm: 6.8159 2021-06-20 21:46:08,161 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 10:35:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9453, loss_cls: 0.6712, loss: 0.6712, grad_norm: 7.2569 2021-06-20 21:46:19,266 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 10:35:37, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6094, loss: 0.6094, grad_norm: 6.8843 2021-06-20 21:46:30,369 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 10:35:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9570, loss_cls: 0.6118, loss: 0.6118, grad_norm: 6.9039 2021-06-20 21:46:41,469 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 10:35:14, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9523, loss_cls: 0.6468, loss: 0.6468, grad_norm: 7.2227 2021-06-20 21:46:52,586 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 10:35:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6192, loss: 0.6192, grad_norm: 6.9249 2021-06-20 21:47:03,704 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 10:34:51, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.0805 2021-06-20 21:47:14,803 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 10:34:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9586, loss_cls: 0.5605, loss: 0.5605, grad_norm: 6.8702 2021-06-20 21:47:25,941 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 10:34:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9500, loss_cls: 0.6588, loss: 0.6588, grad_norm: 7.1309 2021-06-20 21:47:37,082 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 10:34:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9563, loss_cls: 0.6205, loss: 0.6205, grad_norm: 7.0829 2021-06-20 21:47:48,227 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 10:34:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6346, loss: 0.6346, grad_norm: 6.9309 2021-06-20 21:47:59,383 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 10:33:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6471, loss: 0.6471, grad_norm: 7.2017 2021-06-20 21:48:10,529 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 10:33:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6708, loss: 0.6708, grad_norm: 6.9445 2021-06-20 21:48:21,664 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 10:33:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9594, loss_cls: 0.5778, loss: 0.5778, grad_norm: 6.8396 2021-06-20 21:48:32,806 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 10:33:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6172, loss: 0.6172, grad_norm: 6.9339 2021-06-20 21:48:43,950 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 10:33:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9508, loss_cls: 0.6292, loss: 0.6292, grad_norm: 7.0124 2021-06-20 21:48:55,093 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 10:32:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9477, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.1567 2021-06-20 21:49:06,234 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 10:32:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9500, loss_cls: 0.6699, loss: 0.6699, grad_norm: 7.1100 2021-06-20 21:49:17,381 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 10:32:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.1904 2021-06-20 21:49:28,539 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 10:32:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9492, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.3089 2021-06-20 21:49:39,697 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 10:32:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9391, loss_cls: 0.6963, loss: 0.6963, grad_norm: 7.2636 2021-06-20 21:49:50,836 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 10:31:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6550, loss: 0.6550, grad_norm: 6.9589 2021-06-20 21:50:01,985 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 10:31:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9437, loss_cls: 0.7083, loss: 0.7083, grad_norm: 7.4401 2021-06-20 21:50:13,214 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 10:31:33, time: 0.562, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.2287 2021-06-20 21:50:24,368 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 10:31:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9469, loss_cls: 0.6251, loss: 0.6251, grad_norm: 6.8205 2021-06-20 21:50:35,505 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 10:31:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9484, loss_cls: 0.6479, loss: 0.6479, grad_norm: 6.9150 2021-06-20 21:50:46,663 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 10:30:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6776, loss: 0.6776, grad_norm: 7.0127 2021-06-20 21:50:57,827 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 10:30:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9508, loss_cls: 0.7008, loss: 0.7008, grad_norm: 7.3260 2021-06-20 21:51:08,964 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 10:30:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9398, loss_cls: 0.7118, loss: 0.7118, grad_norm: 7.2918 2021-06-20 21:51:20,114 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 10:30:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9383, loss_cls: 0.7293, loss: 0.7293, grad_norm: 7.5250 2021-06-20 21:51:31,280 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 10:30:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.6978, loss: 0.6978, grad_norm: 6.9164 2021-06-20 21:51:42,429 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 10:29:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6478, loss: 0.6478, grad_norm: 6.9096 2021-06-20 21:51:53,580 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 10:29:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9453, loss_cls: 0.6833, loss: 0.6833, grad_norm: 7.1197 2021-06-20 21:52:04,730 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 10:29:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6212, loss: 0.6212, grad_norm: 6.9690 2021-06-20 21:52:15,872 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 10:29:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9563, loss_cls: 0.6176, loss: 0.6176, grad_norm: 6.9699 2021-06-20 21:52:27,035 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 10:29:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9523, loss_cls: 0.6261, loss: 0.6261, grad_norm: 7.1332 2021-06-20 21:52:38,197 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 10:29:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6597, loss: 0.6597, grad_norm: 7.3993 2021-06-20 21:52:49,343 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 10:28:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6590, loss: 0.6590, grad_norm: 7.0619 2021-06-20 21:53:00,496 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 10:28:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6376, loss: 0.6376, grad_norm: 7.1827 2021-06-20 21:53:11,654 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 10:28:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9586, loss_cls: 0.6072, loss: 0.6072, grad_norm: 6.9163 2021-06-20 21:53:22,806 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 10:28:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9492, loss_cls: 0.6074, loss: 0.6074, grad_norm: 6.8793 2021-06-20 21:53:33,938 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 10:28:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6523, loss: 0.6523, grad_norm: 7.0605 2021-06-20 21:53:45,100 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 10:27:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.5975, loss: 0.5975, grad_norm: 6.9747 2021-06-20 21:53:56,266 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 10:27:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9531, loss_cls: 0.6133, loss: 0.6133, grad_norm: 6.8390 2021-06-20 21:54:07,421 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 10:27:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9523, loss_cls: 0.6929, loss: 0.6929, grad_norm: 7.5207 2021-06-20 21:54:18,581 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 10:27:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6753, loss: 0.6753, grad_norm: 7.3003 2021-06-20 21:54:29,755 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 10:27:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6750, loss: 0.6750, grad_norm: 7.5719 2021-06-20 21:54:40,904 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 10:26:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9500, loss_cls: 0.6681, loss: 0.6681, grad_norm: 7.3060 2021-06-20 21:54:52,045 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 10:26:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6792, loss: 0.6792, grad_norm: 7.5331 2021-06-20 21:55:03,198 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 10:26:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9344, loss_cls: 0.7227, loss: 0.7227, grad_norm: 7.5639 2021-06-20 21:55:14,361 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 10:26:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6255, loss: 0.6255, grad_norm: 7.0139 2021-06-20 21:55:25,514 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 10:26:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6658, loss: 0.6658, grad_norm: 7.1319 2021-06-20 21:55:36,660 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 10:25:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9563, loss_cls: 0.5881, loss: 0.5881, grad_norm: 7.1213 2021-06-20 21:55:47,808 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 10:25:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9422, loss_cls: 0.6953, loss: 0.6953, grad_norm: 7.1399 2021-06-20 21:55:58,967 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 10:25:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9398, loss_cls: 0.6759, loss: 0.6759, grad_norm: 6.9545 2021-06-20 21:56:10,119 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 10:25:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9461, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.0714 2021-06-20 21:56:21,270 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 10:25:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9516, loss_cls: 0.6162, loss: 0.6162, grad_norm: 6.8201 2021-06-20 21:56:32,426 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 10:24:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9492, loss_cls: 0.6696, loss: 0.6696, grad_norm: 7.1634 2021-06-20 21:56:43,598 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 10:24:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.7213, loss: 0.7213, grad_norm: 7.3206 2021-06-20 21:56:54,758 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 10:24:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6463, loss: 0.6463, grad_norm: 6.9988 2021-06-20 21:57:05,907 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 10:24:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9477, loss_cls: 0.6063, loss: 0.6063, grad_norm: 6.7937 2021-06-20 21:57:17,061 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 10:24:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6107, loss: 0.6107, grad_norm: 6.9137 2021-06-20 21:57:28,208 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 10:23:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9492, loss_cls: 0.6499, loss: 0.6499, grad_norm: 6.9144 2021-06-20 21:57:39,354 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 10:23:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6385, loss: 0.6385, grad_norm: 7.1304 2021-06-20 21:57:50,493 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 10:23:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9336, loss_cls: 0.7141, loss: 0.7141, grad_norm: 7.2858 2021-06-20 21:58:01,694 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 10:23:23, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9578, loss_cls: 0.6255, loss: 0.6255, grad_norm: 7.2939 2021-06-20 21:58:12,862 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 10:23:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.6946, loss: 0.6946, grad_norm: 7.3633 2021-06-20 21:58:24,004 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 10:23:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9430, loss_cls: 0.6498, loss: 0.6498, grad_norm: 7.1672 2021-06-20 21:58:35,156 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 10:22:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9594, loss_cls: 0.5922, loss: 0.5922, grad_norm: 6.9152 2021-06-20 21:58:46,299 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 10:22:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9445, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.0138 2021-06-20 21:58:57,456 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 10:22:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9398, loss_cls: 0.7187, loss: 0.7187, grad_norm: 7.2665 2021-06-20 21:59:08,603 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 10:22:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.6942, loss: 0.6942, grad_norm: 7.3280 2021-06-20 21:59:19,757 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 10:22:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9539, loss_cls: 0.6666, loss: 0.6666, grad_norm: 7.5401 2021-06-20 21:59:30,907 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 10:21:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.6135, loss: 0.6135, grad_norm: 6.9553 2021-06-20 21:59:42,062 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 10:21:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6536, loss: 0.6536, grad_norm: 7.2765 2021-06-20 21:59:53,215 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 10:21:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9508, loss_cls: 0.6019, loss: 0.6019, grad_norm: 6.8678 2021-06-20 22:00:04,388 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 10:21:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9359, loss_cls: 0.7133, loss: 0.7133, grad_norm: 7.2653 2021-06-20 22:00:15,517 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 10:21:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6963, loss: 0.6963, grad_norm: 7.2181 2021-06-20 22:00:26,659 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 10:20:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9430, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.3339 2021-06-20 22:00:37,800 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 10:20:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9539, loss_cls: 0.5921, loss: 0.5921, grad_norm: 6.6466 2021-06-20 22:00:48,953 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 10:20:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.5939, loss: 0.5939, grad_norm: 6.8147 2021-06-20 22:01:00,094 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 10:20:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9508, loss_cls: 0.6693, loss: 0.6693, grad_norm: 7.3291 2021-06-20 22:01:11,230 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 10:20:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.7144, loss: 0.7144, grad_norm: 7.4102 2021-06-20 22:01:22,387 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 10:19:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6413, loss: 0.6413, grad_norm: 7.0746 2021-06-20 22:01:33,545 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 10:19:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6702, loss: 0.6702, grad_norm: 7.1202 2021-06-20 22:01:44,691 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 10:19:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9578, loss_cls: 0.6029, loss: 0.6029, grad_norm: 7.0121 2021-06-20 22:01:55,856 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 10:19:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.7232, loss: 0.7232, grad_norm: 7.4181 2021-06-20 22:02:07,004 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 10:19:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.1970 2021-06-20 22:02:18,146 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 10:18:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.0626 2021-06-20 22:02:29,306 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 10:18:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9437, loss_cls: 0.6857, loss: 0.6857, grad_norm: 7.1688 2021-06-20 22:02:40,463 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 10:18:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9563, loss_cls: 0.6188, loss: 0.6188, grad_norm: 6.9317 2021-06-20 22:02:51,611 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 10:18:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.1964 2021-06-20 22:03:02,770 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 10:18:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9367, loss_cls: 0.6826, loss: 0.6826, grad_norm: 6.9662 2021-06-20 22:03:13,922 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 10:17:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.2951 2021-06-20 22:03:25,097 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 10:17:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9586, loss_cls: 0.6441, loss: 0.6441, grad_norm: 7.1507 2021-06-20 22:03:36,239 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 10:17:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9477, loss_cls: 0.6112, loss: 0.6112, grad_norm: 7.0168 2021-06-20 22:03:47,382 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 10:17:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.7005, loss: 0.7005, grad_norm: 7.4134 2021-06-20 22:03:58,539 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 10:17:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9531, loss_cls: 0.6725, loss: 0.6725, grad_norm: 7.2885 2021-06-20 22:04:09,716 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 10:16:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9539, loss_cls: 0.6459, loss: 0.6459, grad_norm: 7.3140 2021-06-20 22:04:20,866 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 10:16:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9531, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.3000 2021-06-20 22:04:32,031 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 10:16:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.1098 2021-06-20 22:04:43,193 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 10:16:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9453, loss_cls: 0.6339, loss: 0.6339, grad_norm: 6.8423 2021-06-20 22:04:54,338 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 10:16:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.6763, loss: 0.6763, grad_norm: 7.4904 2021-06-20 22:05:05,512 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 10:16:01, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9375, loss_cls: 0.6872, loss: 0.6872, grad_norm: 7.4907 2021-06-20 22:05:16,676 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 10:15:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9453, loss_cls: 0.6879, loss: 0.6879, grad_norm: 7.3284 2021-06-20 22:05:27,813 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 10:15:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9461, loss_cls: 0.6383, loss: 0.6383, grad_norm: 7.1030 2021-06-20 22:05:45,679 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-06-20 22:08:02,009 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 10:15:39, time: 6.795, data_time: 5.991, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9469, loss_cls: 0.6683, loss: 0.6683, grad_norm: 7.5439 2021-06-20 22:08:13,142 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 10:15:28, time: 0.559, data_time: 0.007, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.6037, loss: 0.6037, grad_norm: 7.1034 2021-06-20 22:08:24,243 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 10:15:16, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.7035, loss: 0.7035, grad_norm: 7.3571 2021-06-20 22:08:35,345 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 10:15:04, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6405, loss: 0.6405, grad_norm: 7.0845 2021-06-20 22:08:46,478 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 10:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9609, loss_cls: 0.5777, loss: 0.5777, grad_norm: 6.9354 2021-06-20 22:08:57,623 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 10:14:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9500, loss_cls: 0.6331, loss: 0.6331, grad_norm: 6.9159 2021-06-20 22:09:08,762 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 10:14:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6265, loss: 0.6265, grad_norm: 6.9602 2021-06-20 22:09:19,907 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 10:14:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6606, loss: 0.6606, grad_norm: 7.2533 2021-06-20 22:09:31,055 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 10:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9500, loss_cls: 0.6159, loss: 0.6159, grad_norm: 6.9022 2021-06-20 22:09:42,186 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 10:13:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.6163, loss: 0.6163, grad_norm: 6.8213 2021-06-20 22:09:53,325 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 10:13:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6243, loss: 0.6243, grad_norm: 6.9660 2021-06-20 22:10:04,549 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 10:13:31, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9625, loss_cls: 0.5767, loss: 0.5767, grad_norm: 6.7680 2021-06-20 22:10:15,675 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 10:13:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9516, loss_cls: 0.6297, loss: 0.6297, grad_norm: 6.9579 2021-06-20 22:10:26,809 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 10:13:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9461, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.3710 2021-06-20 22:10:37,950 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 10:12:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9414, loss_cls: 0.7029, loss: 0.7029, grad_norm: 7.1778 2021-06-20 22:10:49,098 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 10:12:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9531, loss_cls: 0.6192, loss: 0.6192, grad_norm: 6.9917 2021-06-20 22:11:00,257 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 10:12:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6487, loss: 0.6487, grad_norm: 7.1531 2021-06-20 22:11:11,412 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 10:12:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9461, loss_cls: 0.6494, loss: 0.6494, grad_norm: 6.9962 2021-06-20 22:11:22,567 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 10:12:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9563, loss_cls: 0.6517, loss: 0.6517, grad_norm: 7.4216 2021-06-20 22:11:33,728 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 10:11:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9578, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.1637 2021-06-20 22:11:44,869 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 10:11:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9508, loss_cls: 0.6305, loss: 0.6305, grad_norm: 7.1770 2021-06-20 22:11:56,025 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 10:11:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9430, loss_cls: 0.6684, loss: 0.6684, grad_norm: 7.0698 2021-06-20 22:12:07,175 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 10:11:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9367, loss_cls: 0.7173, loss: 0.7173, grad_norm: 7.3473 2021-06-20 22:12:18,323 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 10:11:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.2111 2021-06-20 22:12:29,464 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 10:11:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.6473, loss: 0.6473, grad_norm: 6.9743 2021-06-20 22:12:40,615 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 10:10:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9570, loss_cls: 0.6005, loss: 0.6005, grad_norm: 6.7302 2021-06-20 22:12:51,765 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 10:10:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9578, loss_cls: 0.6027, loss: 0.6027, grad_norm: 6.8493 2021-06-20 22:13:02,901 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 10:10:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.1514 2021-06-20 22:13:14,064 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 10:10:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.0416 2021-06-20 22:13:25,218 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 10:10:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9492, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.3158 2021-06-20 22:13:36,356 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 10:09:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9367, loss_cls: 0.7123, loss: 0.7123, grad_norm: 7.1018 2021-06-20 22:13:47,497 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 10:09:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9547, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.0182 2021-06-20 22:13:58,643 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 10:09:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.1258 2021-06-20 22:14:09,807 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 10:09:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9531, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.2039 2021-06-20 22:14:20,957 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 10:09:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9430, loss_cls: 0.6927, loss: 0.6927, grad_norm: 7.2127 2021-06-20 22:14:32,104 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 10:08:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9547, loss_cls: 0.6502, loss: 0.6502, grad_norm: 7.1047 2021-06-20 22:14:43,252 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 10:08:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9531, loss_cls: 0.6316, loss: 0.6316, grad_norm: 7.0635 2021-06-20 22:14:54,405 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 10:08:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6800, loss: 0.6800, grad_norm: 7.2413 2021-06-20 22:15:05,556 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 10:08:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6442, loss: 0.6442, grad_norm: 7.2701 2021-06-20 22:15:16,717 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 10:08:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9398, loss_cls: 0.6970, loss: 0.6970, grad_norm: 7.2448 2021-06-20 22:15:27,872 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 10:07:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9570, loss_cls: 0.5859, loss: 0.5859, grad_norm: 7.0238 2021-06-20 22:15:39,016 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 10:07:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9570, loss_cls: 0.5882, loss: 0.5882, grad_norm: 6.8784 2021-06-20 22:15:50,157 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 10:07:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9500, loss_cls: 0.6075, loss: 0.6075, grad_norm: 6.8145 2021-06-20 22:16:01,306 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 10:07:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.6226, loss: 0.6226, grad_norm: 6.9418 2021-06-20 22:16:12,463 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 10:07:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6315, loss: 0.6315, grad_norm: 7.1214 2021-06-20 22:16:23,604 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 10:06:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9555, loss_cls: 0.5895, loss: 0.5895, grad_norm: 7.0840 2021-06-20 22:16:34,754 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 10:06:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6654, loss: 0.6654, grad_norm: 7.1720 2021-06-20 22:16:45,919 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 10:06:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9461, loss_cls: 0.6461, loss: 0.6461, grad_norm: 7.0290 2021-06-20 22:16:57,077 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 10:06:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9563, loss_cls: 0.6295, loss: 0.6295, grad_norm: 7.2474 2021-06-20 22:17:08,226 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 10:06:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6736, loss: 0.6736, grad_norm: 7.3724 2021-06-20 22:17:19,370 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 10:05:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6681, loss: 0.6681, grad_norm: 7.2771 2021-06-20 22:17:30,516 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 10:05:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9461, loss_cls: 0.6657, loss: 0.6657, grad_norm: 7.4503 2021-06-20 22:17:41,668 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 10:05:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.2516 2021-06-20 22:17:52,818 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 10:05:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9422, loss_cls: 0.6303, loss: 0.6303, grad_norm: 7.1377 2021-06-20 22:18:03,967 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 10:05:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9375, loss_cls: 0.7429, loss: 0.7429, grad_norm: 7.3763 2021-06-20 22:18:15,117 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 10:04:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9508, loss_cls: 0.6435, loss: 0.6435, grad_norm: 7.1020 2021-06-20 22:18:26,294 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 10:04:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9484, loss_cls: 0.6663, loss: 0.6663, grad_norm: 7.4152 2021-06-20 22:18:37,442 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 10:04:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6976, loss: 0.6976, grad_norm: 7.2635 2021-06-20 22:18:48,605 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 10:04:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6449, loss: 0.6449, grad_norm: 7.2206 2021-06-20 22:18:59,750 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 10:04:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9453, loss_cls: 0.6507, loss: 0.6507, grad_norm: 7.1763 2021-06-20 22:19:10,905 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 10:04:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9586, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.1497 2021-06-20 22:19:22,049 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 10:03:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9422, loss_cls: 0.6555, loss: 0.6555, grad_norm: 7.0088 2021-06-20 22:19:33,207 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 10:03:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9625, loss_cls: 0.5770, loss: 0.5770, grad_norm: 6.8362 2021-06-20 22:19:44,347 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 10:03:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6528, loss: 0.6528, grad_norm: 6.9108 2021-06-20 22:19:55,520 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 10:03:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9437, loss_cls: 0.6464, loss: 0.6464, grad_norm: 6.6936 2021-06-20 22:20:06,704 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 10:03:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9437, loss_cls: 0.6129, loss: 0.6129, grad_norm: 7.0567 2021-06-20 22:20:17,853 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 10:02:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9461, loss_cls: 0.6779, loss: 0.6779, grad_norm: 7.3580 2021-06-20 22:20:28,993 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 10:02:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6547, loss: 0.6547, grad_norm: 7.1495 2021-06-20 22:20:40,133 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 10:02:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9477, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.0717 2021-06-20 22:20:51,296 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 10:02:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9414, loss_cls: 0.6890, loss: 0.6890, grad_norm: 7.2611 2021-06-20 22:21:02,452 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 10:02:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9516, loss_cls: 0.6751, loss: 0.6751, grad_norm: 7.3726 2021-06-20 22:21:13,626 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 10:01:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.6088, loss: 0.6088, grad_norm: 6.9710 2021-06-20 22:21:24,791 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 10:01:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6191, loss: 0.6191, grad_norm: 6.9744 2021-06-20 22:21:35,958 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 10:01:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9469, loss_cls: 0.6352, loss: 0.6352, grad_norm: 6.9510 2021-06-20 22:21:47,118 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 10:01:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9398, loss_cls: 0.6871, loss: 0.6871, grad_norm: 7.1144 2021-06-20 22:21:58,278 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 10:01:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9352, loss_cls: 0.6809, loss: 0.6809, grad_norm: 7.2221 2021-06-20 22:22:09,430 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 10:00:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9500, loss_cls: 0.6764, loss: 0.6764, grad_norm: 7.5297 2021-06-20 22:22:20,580 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 10:00:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.1294 2021-06-20 22:22:31,734 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 10:00:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6910, loss: 0.6910, grad_norm: 7.1894 2021-06-20 22:22:42,861 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 10:00:19, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9516, loss_cls: 0.6653, loss: 0.6653, grad_norm: 7.3269 2021-06-20 22:22:54,002 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 10:00:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6488, loss: 0.6488, grad_norm: 7.2763 2021-06-20 22:23:05,152 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 9:59:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.0088 2021-06-20 22:23:16,299 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 9:59:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9508, loss_cls: 0.6024, loss: 0.6024, grad_norm: 6.8194 2021-06-20 22:23:27,445 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 9:59:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9578, loss_cls: 0.5917, loss: 0.5917, grad_norm: 6.9841 2021-06-20 22:23:38,588 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 9:59:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9555, loss_cls: 0.6247, loss: 0.6247, grad_norm: 7.1764 2021-06-20 22:23:49,741 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 9:59:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6296, loss: 0.6296, grad_norm: 7.1297 2021-06-20 22:24:00,921 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 9:58:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6736, loss: 0.6736, grad_norm: 7.2959 2021-06-20 22:24:12,095 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 9:58:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6562, loss: 0.6562, grad_norm: 7.1378 2021-06-20 22:24:23,265 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 9:58:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9547, loss_cls: 0.5736, loss: 0.5736, grad_norm: 6.8411 2021-06-20 22:24:34,418 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 9:58:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9586, loss_cls: 0.6185, loss: 0.6185, grad_norm: 7.0599 2021-06-20 22:24:45,568 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 9:58:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6178, loss: 0.6178, grad_norm: 7.2034 2021-06-20 22:24:56,745 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 9:57:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.6443, loss: 0.6443, grad_norm: 6.9686 2021-06-20 22:25:07,919 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 9:57:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9664, loss_cls: 0.5788, loss: 0.5788, grad_norm: 6.9316 2021-06-20 22:25:19,074 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 9:57:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6267, loss: 0.6267, grad_norm: 7.0990 2021-06-20 22:25:30,223 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 9:57:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6652, loss: 0.6652, grad_norm: 7.1992 2021-06-20 22:25:41,376 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 9:57:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9477, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.0760 2021-06-20 22:25:52,546 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 9:57:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9531, loss_cls: 0.6196, loss: 0.6196, grad_norm: 6.8226 2021-06-20 22:26:03,708 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 9:56:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9555, loss_cls: 0.6155, loss: 0.6155, grad_norm: 7.0301 2021-06-20 22:26:14,866 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 9:56:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9555, loss_cls: 0.5806, loss: 0.5806, grad_norm: 6.6252 2021-06-20 22:26:26,022 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 9:56:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9547, loss_cls: 0.6015, loss: 0.6015, grad_norm: 6.9094 2021-06-20 22:26:37,183 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 9:56:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9555, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.4736 2021-06-20 22:26:48,353 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 9:56:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6582, loss: 0.6582, grad_norm: 7.3397 2021-06-20 22:26:59,494 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 9:55:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6080, loss: 0.6080, grad_norm: 6.6921 2021-06-20 22:27:10,662 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 9:55:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9437, loss_cls: 0.7128, loss: 0.7128, grad_norm: 7.3590 2021-06-20 22:27:21,817 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 9:55:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9523, loss_cls: 0.6484, loss: 0.6484, grad_norm: 7.1315 2021-06-20 22:27:32,971 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 9:55:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6525, loss: 0.6525, grad_norm: 7.1258 2021-06-20 22:27:44,120 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 9:55:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6898, loss: 0.6898, grad_norm: 7.4208 2021-06-20 22:27:55,280 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 9:54:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9523, loss_cls: 0.6180, loss: 0.6180, grad_norm: 6.9726 2021-06-20 22:28:06,419 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 9:54:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9508, loss_cls: 0.5987, loss: 0.5987, grad_norm: 6.9492 2021-06-20 22:28:17,577 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 9:54:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6931, loss: 0.6931, grad_norm: 7.5853 2021-06-20 22:28:28,723 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 9:54:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9570, loss_cls: 0.5852, loss: 0.5852, grad_norm: 6.7452 2021-06-20 22:28:39,872 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 9:54:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.0922 2021-06-20 22:28:51,023 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 9:53:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7059, loss: 0.7059, grad_norm: 7.4366 2021-06-20 22:29:02,195 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 9:53:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9539, loss_cls: 0.5997, loss: 0.5997, grad_norm: 6.9646 2021-06-20 22:29:13,343 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 9:53:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.3042 2021-06-20 22:29:24,497 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 9:53:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9406, loss_cls: 0.6843, loss: 0.6843, grad_norm: 7.1855 2021-06-20 22:29:35,651 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 9:53:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9430, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.2881 2021-06-20 22:29:46,807 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 9:52:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6591, loss: 0.6591, grad_norm: 7.2879 2021-06-20 22:29:57,964 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 9:52:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9641, loss_cls: 0.5791, loss: 0.5791, grad_norm: 6.9306 2021-06-20 22:30:09,124 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 9:52:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9414, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.1587 2021-06-20 22:30:20,270 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 9:52:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9430, loss_cls: 0.6861, loss: 0.6861, grad_norm: 7.3356 2021-06-20 22:30:31,405 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 9:52:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6662, loss: 0.6662, grad_norm: 7.1891 2021-06-20 22:30:42,553 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 9:51:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6430, loss: 0.6430, grad_norm: 7.1442 2021-06-20 22:30:53,707 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 9:51:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.4318 2021-06-20 22:31:04,859 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 9:51:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.6952, loss: 0.6952, grad_norm: 7.4294 2021-06-20 22:31:16,022 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 9:51:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.6530, loss: 0.6530, grad_norm: 7.1387 2021-06-20 22:31:27,171 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 9:51:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9484, loss_cls: 0.6852, loss: 0.6852, grad_norm: 7.4383 2021-06-20 22:31:38,342 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 9:50:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6995, loss: 0.6995, grad_norm: 7.4893 2021-06-20 22:31:49,508 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 9:50:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9516, loss_cls: 0.5913, loss: 0.5913, grad_norm: 6.9182 2021-06-20 22:32:00,688 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 9:50:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9445, loss_cls: 0.6976, loss: 0.6976, grad_norm: 7.5291 2021-06-20 22:32:11,842 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 9:50:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.2141 2021-06-20 22:32:22,994 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 9:50:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9547, loss_cls: 0.5646, loss: 0.5646, grad_norm: 6.5241 2021-06-20 22:32:34,136 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 9:50:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9555, loss_cls: 0.6192, loss: 0.6192, grad_norm: 7.1361 2021-06-20 22:32:45,296 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 9:49:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6918, loss: 0.6918, grad_norm: 7.4590 2021-06-20 22:32:56,445 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 9:49:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9555, loss_cls: 0.6129, loss: 0.6129, grad_norm: 6.9787 2021-06-20 22:33:07,599 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 9:49:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6598, loss: 0.6598, grad_norm: 7.2517 2021-06-20 22:33:18,739 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 9:49:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9500, loss_cls: 0.6554, loss: 0.6554, grad_norm: 7.3198 2021-06-20 22:33:29,882 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 9:49:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9445, loss_cls: 0.6526, loss: 0.6526, grad_norm: 7.1873 2021-06-20 22:33:41,015 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 9:48:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9430, loss_cls: 0.6904, loss: 0.6904, grad_norm: 7.4173 2021-06-20 22:33:52,190 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 9:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6543, loss: 0.6543, grad_norm: 7.1992 2021-06-20 22:34:03,344 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 9:48:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.6867, loss: 0.6867, grad_norm: 7.4218 2021-06-20 22:34:14,501 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 9:48:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6734, loss: 0.6734, grad_norm: 7.4145 2021-06-20 22:34:25,661 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 9:48:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6428, loss: 0.6428, grad_norm: 7.0935 2021-06-20 22:34:36,807 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 9:47:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9531, loss_cls: 0.6686, loss: 0.6686, grad_norm: 7.4486 2021-06-20 22:34:47,959 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 9:47:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.6782, loss: 0.6782, grad_norm: 7.2167 2021-06-20 22:34:59,122 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 9:47:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9414, loss_cls: 0.6831, loss: 0.6831, grad_norm: 7.5387 2021-06-20 22:35:10,286 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 9:47:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6543, loss: 0.6543, grad_norm: 7.1950 2021-06-20 22:35:21,431 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 9:47:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9570, loss_cls: 0.6081, loss: 0.6081, grad_norm: 7.0560 2021-06-20 22:35:32,587 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 9:46:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9437, loss_cls: 0.6857, loss: 0.6857, grad_norm: 7.0705 2021-06-20 22:35:43,746 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 9:46:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.0181 2021-06-20 22:35:54,893 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 9:46:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6208, loss: 0.6208, grad_norm: 6.8698 2021-06-20 22:36:06,045 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 9:46:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9547, loss_cls: 0.6524, loss: 0.6524, grad_norm: 7.5462 2021-06-20 22:36:17,202 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 9:46:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9563, loss_cls: 0.6143, loss: 0.6143, grad_norm: 6.9041 2021-06-20 22:36:28,361 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 9:45:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9484, loss_cls: 0.6435, loss: 0.6435, grad_norm: 7.1569 2021-06-20 22:36:39,521 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 9:45:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9625, loss_cls: 0.5824, loss: 0.5824, grad_norm: 6.9491 2021-06-20 22:36:50,681 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 9:45:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9445, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.4964 2021-06-20 22:37:01,837 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 9:45:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.6792, loss: 0.6792, grad_norm: 7.4468 2021-06-20 22:37:12,990 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 9:45:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9492, loss_cls: 0.6106, loss: 0.6106, grad_norm: 7.0099 2021-06-20 22:37:24,159 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 9:44:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6583, loss: 0.6583, grad_norm: 7.4320 2021-06-20 22:37:35,308 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 9:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.0837 2021-06-20 22:37:46,486 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 9:44:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9516, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.0277 2021-06-20 22:37:57,644 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 9:44:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.1212 2021-06-20 22:38:08,793 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 9:44:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9547, loss_cls: 0.6204, loss: 0.6204, grad_norm: 6.9821 2021-06-20 22:38:19,955 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 9:44:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.6953, loss: 0.6953, grad_norm: 7.2580 2021-06-20 22:38:31,119 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 9:43:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9539, loss_cls: 0.6462, loss: 0.6462, grad_norm: 7.3757 2021-06-20 22:38:42,267 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 9:43:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9570, loss_cls: 0.5719, loss: 0.5719, grad_norm: 6.8912 2021-06-20 22:38:53,429 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 9:43:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9500, loss_cls: 0.6205, loss: 0.6205, grad_norm: 7.0344 2021-06-20 22:39:04,590 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 9:43:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.6029, loss: 0.6029, grad_norm: 7.0342 2021-06-20 22:39:15,744 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 9:43:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9453, loss_cls: 0.6581, loss: 0.6581, grad_norm: 7.2390 2021-06-20 22:39:26,916 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 9:42:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9359, loss_cls: 0.7267, loss: 0.7267, grad_norm: 7.5801 2021-06-20 22:39:38,087 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 9:42:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6526, loss: 0.6526, grad_norm: 7.2106 2021-06-20 22:39:49,246 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 9:42:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9516, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.5858 2021-06-20 22:40:00,393 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 9:42:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9594, loss_cls: 0.5928, loss: 0.5928, grad_norm: 6.9839 2021-06-20 22:40:11,539 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 9:42:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9453, loss_cls: 0.6908, loss: 0.6908, grad_norm: 7.1120 2021-06-20 22:40:22,668 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 9:41:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9469, loss_cls: 0.6273, loss: 0.6273, grad_norm: 6.9623 2021-06-20 22:40:33,817 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 9:41:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9563, loss_cls: 0.6177, loss: 0.6177, grad_norm: 6.8610 2021-06-20 22:40:44,968 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 9:41:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9398, loss_cls: 0.7071, loss: 0.7071, grad_norm: 7.6176 2021-06-20 22:40:56,117 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 9:41:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9578, loss_cls: 0.6220, loss: 0.6220, grad_norm: 7.3465 2021-06-20 22:41:07,275 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 9:41:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9609, loss_cls: 0.6158, loss: 0.6158, grad_norm: 7.2468 2021-06-20 22:41:18,433 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 9:40:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9586, loss_cls: 0.6004, loss: 0.6004, grad_norm: 6.9278 2021-06-20 22:41:29,579 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 9:40:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9328, loss_cls: 0.7481, loss: 0.7481, grad_norm: 7.5541 2021-06-20 22:41:40,743 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 9:40:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9422, loss_cls: 0.7156, loss: 0.7156, grad_norm: 7.4638 2021-06-20 22:41:51,897 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 9:40:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6070, loss: 0.6070, grad_norm: 6.9380 2021-06-20 22:42:03,059 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 9:40:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.1303 2021-06-20 22:42:14,218 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 9:39:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9523, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.1171 2021-06-20 22:42:25,382 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 9:39:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9352, loss_cls: 0.6937, loss: 0.6937, grad_norm: 7.3098 2021-06-20 22:42:36,538 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 9:39:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8648, top5_acc: 0.9672, loss_cls: 0.5212, loss: 0.5212, grad_norm: 6.6709 2021-06-20 22:42:55,292 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-06-20 22:45:09,890 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 9:39:32, time: 6.702, data_time: 6.007, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9609, loss_cls: 0.5747, loss: 0.5747, grad_norm: 6.9860 2021-06-20 22:45:21,037 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 9:39:21, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6617, loss: 0.6617, grad_norm: 7.3185 2021-06-20 22:45:32,137 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 9:39:09, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9578, loss_cls: 0.5662, loss: 0.5662, grad_norm: 6.7980 2021-06-20 22:45:43,249 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 9:38:57, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9539, loss_cls: 0.6420, loss: 0.6420, grad_norm: 7.2405 2021-06-20 22:45:54,380 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 9:38:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9570, loss_cls: 0.6146, loss: 0.6146, grad_norm: 6.9563 2021-06-20 22:46:05,503 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 9:38:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6585, loss: 0.6585, grad_norm: 7.1238 2021-06-20 22:46:16,619 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 9:38:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9586, loss_cls: 0.6085, loss: 0.6085, grad_norm: 6.8657 2021-06-20 22:46:27,754 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 9:38:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6487, loss: 0.6487, grad_norm: 7.3317 2021-06-20 22:46:38,906 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 9:37:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6303, loss: 0.6303, grad_norm: 6.9652 2021-06-20 22:46:50,050 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 9:37:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.1261 2021-06-20 22:47:01,200 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 9:37:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.6710, loss: 0.6710, grad_norm: 7.3612 2021-06-20 22:47:12,358 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 9:37:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9539, loss_cls: 0.6070, loss: 0.6070, grad_norm: 7.0855 2021-06-20 22:47:23,491 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 9:37:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9602, loss_cls: 0.6210, loss: 0.6210, grad_norm: 7.0316 2021-06-20 22:47:34,644 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 9:37:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6366, loss: 0.6366, grad_norm: 7.2024 2021-06-20 22:47:45,792 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 9:36:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6219, loss: 0.6219, grad_norm: 6.9375 2021-06-20 22:47:56,949 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 9:36:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6435, loss: 0.6435, grad_norm: 7.0755 2021-06-20 22:48:08,103 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 9:36:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9367, loss_cls: 0.6688, loss: 0.6688, grad_norm: 7.1087 2021-06-20 22:48:19,238 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 9:36:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9555, loss_cls: 0.6645, loss: 0.6645, grad_norm: 7.4187 2021-06-20 22:48:30,385 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 9:36:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6819, loss: 0.6819, grad_norm: 7.2370 2021-06-20 22:48:41,537 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 9:35:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9531, loss_cls: 0.6434, loss: 0.6434, grad_norm: 7.1435 2021-06-20 22:48:52,670 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 9:35:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9391, loss_cls: 0.6937, loss: 0.6937, grad_norm: 7.3711 2021-06-20 22:49:03,817 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 9:35:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.6046, loss: 0.6046, grad_norm: 7.0267 2021-06-20 22:49:14,976 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 9:35:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.0904 2021-06-20 22:49:26,129 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 9:35:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9437, loss_cls: 0.6786, loss: 0.6786, grad_norm: 7.4390 2021-06-20 22:49:37,275 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 9:34:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9445, loss_cls: 0.6278, loss: 0.6278, grad_norm: 7.1396 2021-06-20 22:49:48,434 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 9:34:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.6952, loss: 0.6952, grad_norm: 7.4637 2021-06-20 22:49:59,577 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 9:34:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9297, loss_cls: 0.6832, loss: 0.6832, grad_norm: 7.3317 2021-06-20 22:50:10,766 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 9:34:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6106, loss: 0.6106, grad_norm: 7.2040 2021-06-20 22:50:21,907 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 9:34:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9437, loss_cls: 0.6613, loss: 0.6613, grad_norm: 7.2280 2021-06-20 22:50:33,052 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 9:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9625, loss_cls: 0.5802, loss: 0.5802, grad_norm: 6.8918 2021-06-20 22:50:44,196 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 9:33:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6830, loss: 0.6830, grad_norm: 7.2275 2021-06-20 22:50:55,342 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 9:33:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9484, loss_cls: 0.6667, loss: 0.6667, grad_norm: 7.1978 2021-06-20 22:51:06,478 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 9:33:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9406, loss_cls: 0.7174, loss: 0.7174, grad_norm: 7.7084 2021-06-20 22:51:17,621 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 9:33:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9414, loss_cls: 0.6968, loss: 0.6968, grad_norm: 7.5310 2021-06-20 22:51:28,770 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 9:32:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9609, loss_cls: 0.5781, loss: 0.5781, grad_norm: 6.7519 2021-06-20 22:51:39,899 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 9:32:45, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9570, loss_cls: 0.6253, loss: 0.6253, grad_norm: 7.2685 2021-06-20 22:51:51,047 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 9:32:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9602, loss_cls: 0.6030, loss: 0.6030, grad_norm: 7.0829 2021-06-20 22:52:02,175 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 9:32:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9617, loss_cls: 0.5934, loss: 0.5934, grad_norm: 7.0363 2021-06-20 22:52:13,323 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 9:32:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6078, loss: 0.6078, grad_norm: 7.0565 2021-06-20 22:52:24,467 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 9:31:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.1214 2021-06-20 22:52:35,608 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 9:31:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6025, loss: 0.6025, grad_norm: 7.1233 2021-06-20 22:52:46,756 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 9:31:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6323, loss: 0.6323, grad_norm: 7.1527 2021-06-20 22:52:57,898 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 9:31:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.1809 2021-06-20 22:53:09,053 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 9:31:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.6624, loss: 0.6624, grad_norm: 7.4259 2021-06-20 22:53:20,189 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 9:31:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6882, loss: 0.6882, grad_norm: 7.2265 2021-06-20 22:53:31,332 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 9:30:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6773, loss: 0.6773, grad_norm: 7.3538 2021-06-20 22:53:42,522 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 9:30:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9570, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.1882 2021-06-20 22:53:53,666 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 9:30:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6721, loss: 0.6721, grad_norm: 7.7131 2021-06-20 22:54:04,828 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 9:30:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9477, loss_cls: 0.6624, loss: 0.6624, grad_norm: 7.3925 2021-06-20 22:54:15,958 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 9:30:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9492, loss_cls: 0.6390, loss: 0.6390, grad_norm: 7.0128 2021-06-20 22:54:27,133 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 9:29:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9484, loss_cls: 0.6023, loss: 0.6023, grad_norm: 6.8920 2021-06-20 22:54:38,283 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 9:29:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9477, loss_cls: 0.6247, loss: 0.6247, grad_norm: 7.2399 2021-06-20 22:54:49,420 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 9:29:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6136, loss: 0.6136, grad_norm: 7.1166 2021-06-20 22:55:00,539 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 9:29:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9531, loss_cls: 0.6068, loss: 0.6068, grad_norm: 6.9517 2021-06-20 22:55:11,643 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 9:29:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6025, loss: 0.6025, grad_norm: 6.8421 2021-06-20 22:55:22,748 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 9:28:51, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9445, loss_cls: 0.6758, loss: 0.6758, grad_norm: 7.3139 2021-06-20 22:55:33,880 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 9:28:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6731, loss: 0.6731, grad_norm: 7.1128 2021-06-20 22:55:45,016 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 9:28:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9586, loss_cls: 0.6131, loss: 0.6131, grad_norm: 6.9962 2021-06-20 22:55:56,174 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 9:28:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9430, loss_cls: 0.6865, loss: 0.6865, grad_norm: 7.3022 2021-06-20 22:56:07,324 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 9:28:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9531, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.0978 2021-06-20 22:56:18,460 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 9:27:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9516, loss_cls: 0.6277, loss: 0.6277, grad_norm: 7.1453 2021-06-20 22:56:29,618 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 9:27:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9539, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.0681 2021-06-20 22:56:40,769 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 9:27:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6280, loss: 0.6280, grad_norm: 7.1890 2021-06-20 22:56:51,911 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 9:27:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.6946, loss: 0.6946, grad_norm: 7.2942 2021-06-20 22:57:03,049 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 9:27:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9422, loss_cls: 0.6613, loss: 0.6613, grad_norm: 7.1924 2021-06-20 22:57:14,200 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 9:26:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6231, loss: 0.6231, grad_norm: 7.0133 2021-06-20 22:57:25,339 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 9:26:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.6620, loss: 0.6620, grad_norm: 7.4974 2021-06-20 22:57:36,482 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 9:26:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6256, loss: 0.6256, grad_norm: 7.2287 2021-06-20 22:57:47,616 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 9:26:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9555, loss_cls: 0.6521, loss: 0.6521, grad_norm: 7.0378 2021-06-20 22:57:58,760 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 9:26:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9414, loss_cls: 0.6483, loss: 0.6483, grad_norm: 7.1711 2021-06-20 22:58:09,910 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 9:25:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6005, loss: 0.6005, grad_norm: 6.8481 2021-06-20 22:58:21,048 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 9:25:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9508, loss_cls: 0.6150, loss: 0.6150, grad_norm: 6.9744 2021-06-20 22:58:32,196 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 9:25:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9469, loss_cls: 0.6814, loss: 0.6814, grad_norm: 7.3351 2021-06-20 22:58:43,331 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 9:25:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9430, loss_cls: 0.6840, loss: 0.6840, grad_norm: 7.3603 2021-06-20 22:58:54,479 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 9:25:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9570, loss_cls: 0.6012, loss: 0.6012, grad_norm: 6.9094 2021-06-20 22:59:05,645 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 9:24:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9398, loss_cls: 0.6661, loss: 0.6661, grad_norm: 7.0652 2021-06-20 22:59:16,791 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 9:24:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6130, loss: 0.6130, grad_norm: 7.0768 2021-06-20 22:59:27,931 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 9:24:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9406, loss_cls: 0.6644, loss: 0.6644, grad_norm: 7.4360 2021-06-20 22:59:39,058 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 9:24:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.3444 2021-06-20 22:59:50,210 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 9:24:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9445, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.1880 2021-06-20 23:00:01,354 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 9:24:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6411, loss: 0.6411, grad_norm: 6.8680 2021-06-20 23:00:12,543 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 9:23:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9445, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.0651 2021-06-20 23:00:23,674 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 9:23:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6551, loss: 0.6551, grad_norm: 7.1759 2021-06-20 23:00:34,815 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 9:23:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.6009, loss: 0.6009, grad_norm: 7.1732 2021-06-20 23:00:45,939 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 9:23:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9461, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.0731 2021-06-20 23:00:57,094 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 9:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9578, loss_cls: 0.5822, loss: 0.5822, grad_norm: 7.0972 2021-06-20 23:01:08,240 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 9:22:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.6338, loss: 0.6338, grad_norm: 7.1219 2021-06-20 23:01:19,374 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 9:22:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9586, loss_cls: 0.6514, loss: 0.6514, grad_norm: 7.3566 2021-06-20 23:01:30,518 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 9:22:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.1094 2021-06-20 23:01:41,666 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 9:22:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9469, loss_cls: 0.6799, loss: 0.6799, grad_norm: 7.4322 2021-06-20 23:01:52,817 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 9:22:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9398, loss_cls: 0.6772, loss: 0.6772, grad_norm: 7.4436 2021-06-20 23:02:03,975 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 9:21:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6122, loss: 0.6122, grad_norm: 7.1005 2021-06-20 23:02:15,128 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 9:21:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9531, loss_cls: 0.6308, loss: 0.6308, grad_norm: 7.0246 2021-06-20 23:02:26,267 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 9:21:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9594, loss_cls: 0.6306, loss: 0.6306, grad_norm: 6.9997 2021-06-20 23:02:37,428 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 9:21:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9531, loss_cls: 0.5858, loss: 0.5858, grad_norm: 6.9593 2021-06-20 23:02:48,560 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 9:21:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9648, loss_cls: 0.5720, loss: 0.5720, grad_norm: 6.8373 2021-06-20 23:02:59,697 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 9:20:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6201, loss: 0.6201, grad_norm: 7.0775 2021-06-20 23:03:10,842 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 9:20:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6321, loss: 0.6321, grad_norm: 7.1302 2021-06-20 23:03:21,988 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 9:20:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.6351, loss: 0.6351, grad_norm: 6.9886 2021-06-20 23:03:33,127 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 9:20:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9625, loss_cls: 0.6038, loss: 0.6038, grad_norm: 7.0629 2021-06-20 23:03:44,272 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 9:20:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6600, loss: 0.6600, grad_norm: 7.2852 2021-06-20 23:03:55,410 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 9:19:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6666, loss: 0.6666, grad_norm: 7.4086 2021-06-20 23:04:06,571 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 9:19:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6416, loss: 0.6416, grad_norm: 6.9764 2021-06-20 23:04:17,700 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 9:19:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6481, loss: 0.6481, grad_norm: 7.3949 2021-06-20 23:04:28,806 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 9:19:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6639, loss: 0.6639, grad_norm: 7.4318 2021-06-20 23:04:39,932 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 9:19:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9563, loss_cls: 0.5614, loss: 0.5614, grad_norm: 6.6685 2021-06-20 23:04:51,089 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 9:18:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6066, loss: 0.6066, grad_norm: 6.7668 2021-06-20 23:05:02,261 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 9:18:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.7818 2021-06-20 23:05:13,391 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 9:18:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6442, loss: 0.6442, grad_norm: 7.0305 2021-06-20 23:05:24,541 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 9:18:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6676, loss: 0.6676, grad_norm: 7.4054 2021-06-20 23:05:35,681 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 9:18:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6717, loss: 0.6717, grad_norm: 7.2558 2021-06-20 23:05:46,810 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 9:17:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6743, loss: 0.6743, grad_norm: 7.3051 2021-06-20 23:05:57,930 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 9:17:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9437, loss_cls: 0.6741, loss: 0.6741, grad_norm: 6.9923 2021-06-20 23:06:09,067 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 9:17:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9445, loss_cls: 0.6526, loss: 0.6526, grad_norm: 7.1726 2021-06-20 23:06:20,220 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 9:17:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9477, loss_cls: 0.6581, loss: 0.6581, grad_norm: 7.2209 2021-06-20 23:06:31,372 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 9:17:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9602, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.1145 2021-06-20 23:06:42,518 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 9:17:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9617, loss_cls: 0.5706, loss: 0.5706, grad_norm: 6.9782 2021-06-20 23:06:53,677 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 9:16:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9492, loss_cls: 0.6615, loss: 0.6615, grad_norm: 7.3582 2021-06-20 23:07:04,840 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 9:16:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6651, loss: 0.6651, grad_norm: 7.0507 2021-06-20 23:07:15,972 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 9:16:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9430, loss_cls: 0.6453, loss: 0.6453, grad_norm: 7.2471 2021-06-20 23:07:27,102 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 9:16:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9469, loss_cls: 0.6511, loss: 0.6511, grad_norm: 7.3462 2021-06-20 23:07:38,256 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 9:16:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9539, loss_cls: 0.6495, loss: 0.6495, grad_norm: 7.2337 2021-06-20 23:07:49,420 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 9:15:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9594, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.2398 2021-06-20 23:08:00,560 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 9:15:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9547, loss_cls: 0.6406, loss: 0.6406, grad_norm: 7.2697 2021-06-20 23:08:11,701 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 9:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6515, loss: 0.6515, grad_norm: 7.3376 2021-06-20 23:08:22,839 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 9:15:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9539, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.0387 2021-06-20 23:08:33,969 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 9:15:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.2839 2021-06-20 23:08:45,119 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 9:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6706, loss: 0.6706, grad_norm: 7.3782 2021-06-20 23:08:56,259 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 9:14:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9609, loss_cls: 0.5733, loss: 0.5733, grad_norm: 6.8331 2021-06-20 23:09:07,406 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 9:14:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.6629, loss: 0.6629, grad_norm: 7.3032 2021-06-20 23:09:18,548 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 9:14:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9406, loss_cls: 0.6896, loss: 0.6896, grad_norm: 7.2091 2021-06-20 23:09:29,671 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 9:14:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6941, loss: 0.6941, grad_norm: 7.3753 2021-06-20 23:09:40,823 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 9:13:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9453, loss_cls: 0.6270, loss: 0.6270, grad_norm: 6.9299 2021-06-20 23:09:51,972 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 9:13:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9555, loss_cls: 0.5828, loss: 0.5828, grad_norm: 6.8491 2021-06-20 23:10:03,138 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 9:13:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9523, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.4608 2021-06-20 23:10:14,283 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 9:13:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9563, loss_cls: 0.5584, loss: 0.5584, grad_norm: 6.5758 2021-06-20 23:10:25,448 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 9:13:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9453, loss_cls: 0.6349, loss: 0.6349, grad_norm: 6.9896 2021-06-20 23:10:36,588 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 9:12:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9570, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.3757 2021-06-20 23:10:47,726 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 9:12:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6844, loss: 0.6844, grad_norm: 7.2545 2021-06-20 23:10:58,875 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 9:12:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.1746 2021-06-20 23:11:10,016 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 9:12:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6503, loss: 0.6503, grad_norm: 7.2563 2021-06-20 23:11:21,141 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 9:12:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6286, loss: 0.6286, grad_norm: 7.2183 2021-06-20 23:11:32,278 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 9:11:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9516, loss_cls: 0.6126, loss: 0.6126, grad_norm: 7.0130 2021-06-20 23:11:43,412 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 9:11:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9430, loss_cls: 0.6983, loss: 0.6983, grad_norm: 7.3759 2021-06-20 23:11:54,556 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 9:11:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9531, loss_cls: 0.6182, loss: 0.6182, grad_norm: 7.4633 2021-06-20 23:12:05,697 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 9:11:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.5964, loss: 0.5964, grad_norm: 6.9290 2021-06-20 23:12:16,845 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 9:11:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9570, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.0301 2021-06-20 23:12:27,991 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 9:11:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9516, loss_cls: 0.6357, loss: 0.6357, grad_norm: 7.1503 2021-06-20 23:12:39,141 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 9:10:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9445, loss_cls: 0.6755, loss: 0.6755, grad_norm: 7.2799 2021-06-20 23:12:50,276 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 9:10:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6647, loss: 0.6647, grad_norm: 7.1033 2021-06-20 23:13:01,416 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 9:10:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9422, loss_cls: 0.6649, loss: 0.6649, grad_norm: 7.2905 2021-06-20 23:13:12,565 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 9:10:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9469, loss_cls: 0.6614, loss: 0.6614, grad_norm: 7.0271 2021-06-20 23:13:23,711 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 9:10:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6177, loss: 0.6177, grad_norm: 6.8481 2021-06-20 23:13:34,849 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 9:09:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9492, loss_cls: 0.6754, loss: 0.6754, grad_norm: 7.5703 2021-06-20 23:13:45,987 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 9:09:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6748, loss: 0.6748, grad_norm: 7.1613 2021-06-20 23:13:57,137 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 9:09:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9453, loss_cls: 0.6472, loss: 0.6472, grad_norm: 7.3255 2021-06-20 23:14:08,269 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 9:09:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9586, loss_cls: 0.5756, loss: 0.5756, grad_norm: 6.8176 2021-06-20 23:14:19,418 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 9:09:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9492, loss_cls: 0.6544, loss: 0.6544, grad_norm: 7.3643 2021-06-20 23:14:30,548 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 9:08:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6724, loss: 0.6724, grad_norm: 7.1914 2021-06-20 23:14:41,684 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 9:08:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6359, loss: 0.6359, grad_norm: 7.3654 2021-06-20 23:14:52,830 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 9:08:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9547, loss_cls: 0.6000, loss: 0.6000, grad_norm: 6.8898 2021-06-20 23:15:03,967 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 9:08:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.6860, loss: 0.6860, grad_norm: 7.3943 2021-06-20 23:15:15,095 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 9:08:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.6649, loss: 0.6649, grad_norm: 7.3168 2021-06-20 23:15:26,231 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 9:07:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9594, loss_cls: 0.5966, loss: 0.5966, grad_norm: 7.2249 2021-06-20 23:15:37,404 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 9:07:42, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.6922, loss: 0.6922, grad_norm: 7.7838 2021-06-20 23:15:48,542 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 9:07:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9508, loss_cls: 0.6288, loss: 0.6288, grad_norm: 7.0900 2021-06-20 23:15:59,724 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 9:07:19, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9445, loss_cls: 0.6770, loss: 0.6770, grad_norm: 7.3543 2021-06-20 23:16:10,866 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 9:07:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6426, loss: 0.6426, grad_norm: 7.4093 2021-06-20 23:16:22,002 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 9:06:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9586, loss_cls: 0.5580, loss: 0.5580, grad_norm: 6.6072 2021-06-20 23:16:33,151 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 9:06:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.2410 2021-06-20 23:16:44,294 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 9:06:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6828, loss: 0.6828, grad_norm: 7.3027 2021-06-20 23:16:55,450 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 9:06:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9391, loss_cls: 0.6908, loss: 0.6908, grad_norm: 7.1843 2021-06-20 23:17:06,582 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 9:06:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6393, loss: 0.6393, grad_norm: 7.1063 2021-06-20 23:17:17,730 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 9:05:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9500, loss_cls: 0.6359, loss: 0.6359, grad_norm: 7.3052 2021-06-20 23:17:28,874 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 9:05:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9484, loss_cls: 0.6307, loss: 0.6307, grad_norm: 7.0092 2021-06-20 23:17:39,999 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 9:05:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.2988 2021-06-20 23:17:51,149 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 9:05:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9430, loss_cls: 0.6947, loss: 0.6947, grad_norm: 7.4398 2021-06-20 23:18:02,284 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 9:05:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9461, loss_cls: 0.6187, loss: 0.6187, grad_norm: 6.8556 2021-06-20 23:18:13,415 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 9:04:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6652, loss: 0.6652, grad_norm: 7.4262 2021-06-20 23:18:24,575 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 9:04:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9437, loss_cls: 0.6843, loss: 0.6843, grad_norm: 7.2833 2021-06-20 23:18:35,718 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 9:04:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.5961, loss: 0.5961, grad_norm: 7.0525 2021-06-20 23:18:46,858 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 9:04:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9586, loss_cls: 0.5934, loss: 0.5934, grad_norm: 6.8590 2021-06-20 23:18:57,999 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 9:04:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6333, loss: 0.6333, grad_norm: 7.0846 2021-06-20 23:19:09,143 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 9:04:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.6942 2021-06-20 23:19:20,277 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 9:03:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.6137, loss: 0.6137, grad_norm: 6.8788 2021-06-20 23:19:31,422 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 9:03:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9406, loss_cls: 0.7216, loss: 0.7216, grad_norm: 7.5783 2021-06-20 23:19:42,564 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 9:03:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9555, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.0882 2021-06-20 23:23:14,041 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-20 23:23:15,022 - mmaction - INFO - top1_acc 0.7260 top5_acc 0.9062 2021-06-20 23:23:15,022 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-20 23:23:15,077 - mmaction - INFO - mean_acc 0.7260 2021-06-20 23:23:15,964 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2021-06-20 23:23:15,964 - mmaction - INFO - Best top1_acc is 0.7260 at 85 epoch. 2021-06-20 23:23:15,983 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-06-20 23:23:16,791 - mmaction - INFO - Epoch(val) [85][207] top1_acc: 0.7260, top5_acc: 0.9062, mean_class_accuracy: 0.7260 2021-06-20 23:24:36,444 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 9:03:15, time: 3.981, data_time: 3.351, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6375, loss: 0.6375, grad_norm: 7.1493 2021-06-20 23:24:47,584 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 9:03:03, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9484, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.3685 2021-06-20 23:24:58,692 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 9:02:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9602, loss_cls: 0.5644, loss: 0.5644, grad_norm: 6.8654 2021-06-20 23:25:10,676 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 9:02:40, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9406, loss_cls: 0.7046, loss: 0.7046, grad_norm: 7.1894 2021-06-20 23:25:21,754 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 9:02:28, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9461, loss_cls: 0.6252, loss: 0.6252, grad_norm: 6.7799 2021-06-20 23:25:32,866 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 9:02:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.2991 2021-06-20 23:25:44,005 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 9:02:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.0562 2021-06-20 23:25:55,128 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 9:01:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6056, loss: 0.6056, grad_norm: 7.2138 2021-06-20 23:26:06,273 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 9:01:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9547, loss_cls: 0.6181, loss: 0.6181, grad_norm: 7.0188 2021-06-20 23:26:17,415 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 9:01:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9594, loss_cls: 0.5898, loss: 0.5898, grad_norm: 6.9321 2021-06-20 23:26:28,550 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 9:01:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9422, loss_cls: 0.6831, loss: 0.6831, grad_norm: 7.5275 2021-06-20 23:26:39,679 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 9:01:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9516, loss_cls: 0.6085, loss: 0.6085, grad_norm: 7.0749 2021-06-20 23:26:50,834 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 9:00:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9555, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.0683 2021-06-20 23:27:01,990 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 9:00:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9422, loss_cls: 0.6494, loss: 0.6494, grad_norm: 7.0083 2021-06-20 23:27:13,119 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 9:00:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6178, loss: 0.6178, grad_norm: 7.3306 2021-06-20 23:27:24,267 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 9:00:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9578, loss_cls: 0.6544, loss: 0.6544, grad_norm: 7.2128 2021-06-20 23:27:35,421 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 9:00:08, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9609, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.2634 2021-06-20 23:27:46,567 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 8:59:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9398, loss_cls: 0.6888, loss: 0.6888, grad_norm: 7.3706 2021-06-20 23:27:57,709 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 8:59:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6394, loss: 0.6394, grad_norm: 7.4183 2021-06-20 23:28:08,871 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 8:59:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9586, loss_cls: 0.6067, loss: 0.6067, grad_norm: 6.9097 2021-06-20 23:28:20,007 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 8:59:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9367, loss_cls: 0.6551, loss: 0.6551, grad_norm: 7.1037 2021-06-20 23:28:31,146 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 8:59:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9430, loss_cls: 0.6983, loss: 0.6983, grad_norm: 7.5099 2021-06-20 23:28:42,282 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 8:58:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9469, loss_cls: 0.6553, loss: 0.6553, grad_norm: 7.2527 2021-06-20 23:28:53,422 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 8:58:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9453, loss_cls: 0.6528, loss: 0.6528, grad_norm: 7.0875 2021-06-20 23:29:04,573 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 8:58:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9594, loss_cls: 0.5580, loss: 0.5580, grad_norm: 6.7853 2021-06-20 23:29:15,708 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 8:58:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9547, loss_cls: 0.6145, loss: 0.6145, grad_norm: 7.0628 2021-06-20 23:29:26,842 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 8:58:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6728, loss: 0.6728, grad_norm: 7.1737 2021-06-20 23:29:37,985 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 8:58:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9414, loss_cls: 0.6232, loss: 0.6232, grad_norm: 6.8015 2021-06-20 23:29:49,110 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 8:57:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6359, loss: 0.6359, grad_norm: 7.0705 2021-06-20 23:30:00,251 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 8:57:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9461, loss_cls: 0.6273, loss: 0.6273, grad_norm: 6.9606 2021-06-20 23:30:11,541 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 8:57:25, time: 0.565, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6772, loss: 0.6772, grad_norm: 7.4877 2021-06-20 23:30:22,689 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 8:57:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.5981, loss: 0.5981, grad_norm: 6.9487 2021-06-20 23:30:33,845 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 8:57:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9484, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.2024 2021-06-20 23:30:44,995 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 8:56:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9492, loss_cls: 0.6175, loss: 0.6175, grad_norm: 6.8683 2021-06-20 23:30:56,134 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 8:56:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9523, loss_cls: 0.6471, loss: 0.6471, grad_norm: 7.2950 2021-06-20 23:31:07,277 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 8:56:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9500, loss_cls: 0.6070, loss: 0.6070, grad_norm: 7.0187 2021-06-20 23:31:18,431 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 8:56:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9516, loss_cls: 0.6469, loss: 0.6469, grad_norm: 6.7984 2021-06-20 23:31:29,573 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 8:56:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6274, loss: 0.6274, grad_norm: 7.2932 2021-06-20 23:31:40,721 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 8:55:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9430, loss_cls: 0.6531, loss: 0.6531, grad_norm: 7.0992 2021-06-20 23:31:51,871 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 8:55:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6859, loss: 0.6859, grad_norm: 7.3659 2021-06-20 23:32:02,996 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 8:55:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6262, loss: 0.6262, grad_norm: 7.0254 2021-06-20 23:32:14,141 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 8:55:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6381, loss: 0.6381, grad_norm: 7.1436 2021-06-20 23:32:25,304 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 8:55:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.6408, loss: 0.6408, grad_norm: 7.3082 2021-06-20 23:32:36,444 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 8:54:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6828, loss: 0.6828, grad_norm: 7.4243 2021-06-20 23:32:47,598 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 8:54:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6603, loss: 0.6603, grad_norm: 7.0997 2021-06-20 23:32:58,738 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 8:54:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9406, loss_cls: 0.7046, loss: 0.7046, grad_norm: 7.3736 2021-06-20 23:33:09,897 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 8:54:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.1211 2021-06-20 23:33:21,028 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 8:54:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6640, loss: 0.6640, grad_norm: 7.4524 2021-06-20 23:33:32,159 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 8:53:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9523, loss_cls: 0.6401, loss: 0.6401, grad_norm: 6.9194 2021-06-20 23:33:43,292 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 8:53:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6389, loss: 0.6389, grad_norm: 7.1479 2021-06-20 23:33:54,433 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 8:53:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9586, loss_cls: 0.5740, loss: 0.5740, grad_norm: 6.8591 2021-06-20 23:34:05,579 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 8:53:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6765, loss: 0.6765, grad_norm: 7.4662 2021-06-20 23:34:16,729 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 8:53:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9539, loss_cls: 0.6109, loss: 0.6109, grad_norm: 7.3226 2021-06-20 23:34:27,885 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 8:52:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6529, loss: 0.6529, grad_norm: 7.3553 2021-06-20 23:34:39,064 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 8:52:46, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9633, loss_cls: 0.5693, loss: 0.5693, grad_norm: 6.7260 2021-06-20 23:34:50,211 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 8:52:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6740, loss: 0.6740, grad_norm: 7.3290 2021-06-20 23:35:01,364 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 8:52:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.6691, loss: 0.6691, grad_norm: 7.4553 2021-06-20 23:35:12,568 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 8:52:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9570, loss_cls: 0.6213, loss: 0.6213, grad_norm: 7.1964 2021-06-20 23:35:23,719 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 8:51:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6243, loss: 0.6243, grad_norm: 6.9870 2021-06-20 23:35:34,841 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 8:51:48, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9578, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.2065 2021-06-20 23:35:45,972 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 8:51:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9477, loss_cls: 0.6749, loss: 0.6749, grad_norm: 7.4814 2021-06-20 23:35:57,127 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 8:51:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9586, loss_cls: 0.6191, loss: 0.6191, grad_norm: 7.1582 2021-06-20 23:36:08,275 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 8:51:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9586, loss_cls: 0.5888, loss: 0.5888, grad_norm: 6.9104 2021-06-20 23:36:19,415 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 8:51:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6193, loss: 0.6193, grad_norm: 7.1827 2021-06-20 23:36:30,550 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 8:50:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9484, loss_cls: 0.6439, loss: 0.6439, grad_norm: 7.1446 2021-06-20 23:36:41,685 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 8:50:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9437, loss_cls: 0.6430, loss: 0.6430, grad_norm: 7.2991 2021-06-20 23:36:52,834 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 8:50:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9437, loss_cls: 0.6642, loss: 0.6642, grad_norm: 7.4245 2021-06-20 23:37:03,979 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 8:50:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9555, loss_cls: 0.5975, loss: 0.5975, grad_norm: 6.9636 2021-06-20 23:37:15,118 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 8:50:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6505, loss: 0.6505, grad_norm: 7.0142 2021-06-20 23:37:26,265 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 8:49:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9563, loss_cls: 0.5850, loss: 0.5850, grad_norm: 7.0016 2021-06-20 23:37:37,410 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 8:49:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9445, loss_cls: 0.6612, loss: 0.6612, grad_norm: 7.4922 2021-06-20 23:37:48,557 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 8:49:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9492, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.1255 2021-06-20 23:37:59,712 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 8:49:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9602, loss_cls: 0.5959, loss: 0.5959, grad_norm: 7.2113 2021-06-20 23:38:10,847 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 8:49:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9453, loss_cls: 0.6351, loss: 0.6351, grad_norm: 6.8995 2021-06-20 23:38:21,987 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 8:48:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9516, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.1449 2021-06-20 23:38:33,134 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 8:48:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9430, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.2668 2021-06-20 23:38:44,282 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 8:48:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9391, loss_cls: 0.6977, loss: 0.6977, grad_norm: 7.4199 2021-06-20 23:38:55,431 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 8:48:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9656, loss_cls: 0.5908, loss: 0.5908, grad_norm: 7.0438 2021-06-20 23:39:06,569 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 8:48:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9453, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.0798 2021-06-20 23:39:17,710 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 8:47:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9508, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.2944 2021-06-20 23:39:28,852 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 8:47:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9508, loss_cls: 0.6574, loss: 0.6574, grad_norm: 7.5371 2021-06-20 23:39:40,000 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 8:47:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9539, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.0178 2021-06-20 23:39:51,132 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 8:47:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6597, loss: 0.6597, grad_norm: 7.2724 2021-06-20 23:40:02,276 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 8:47:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6165, loss: 0.6165, grad_norm: 6.9848 2021-06-20 23:40:13,447 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 8:46:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9414, loss_cls: 0.6448, loss: 0.6448, grad_norm: 7.1213 2021-06-20 23:40:24,580 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 8:46:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9414, loss_cls: 0.6750, loss: 0.6750, grad_norm: 7.1073 2021-06-20 23:40:35,728 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 8:46:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9500, loss_cls: 0.6257, loss: 0.6257, grad_norm: 7.1238 2021-06-20 23:40:46,874 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 8:46:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9570, loss_cls: 0.6141, loss: 0.6141, grad_norm: 7.1381 2021-06-20 23:40:58,033 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 8:46:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9531, loss_cls: 0.5933, loss: 0.5933, grad_norm: 6.7746 2021-06-20 23:41:09,188 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 8:45:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9492, loss_cls: 0.6866, loss: 0.6866, grad_norm: 7.5230 2021-06-20 23:41:20,330 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 8:45:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9578, loss_cls: 0.5810, loss: 0.5810, grad_norm: 6.6807 2021-06-20 23:41:31,491 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 8:45:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9437, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.3079 2021-06-20 23:41:42,648 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 8:45:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9594, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.1246 2021-06-20 23:41:53,802 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 8:45:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.5946, loss: 0.5946, grad_norm: 6.9581 2021-06-20 23:42:04,949 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 8:45:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9609, loss_cls: 0.5744, loss: 0.5744, grad_norm: 6.9380 2021-06-20 23:42:16,080 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 8:44:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6497, loss: 0.6497, grad_norm: 7.0213 2021-06-20 23:42:27,228 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 8:44:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9422, loss_cls: 0.6786, loss: 0.6786, grad_norm: 7.1899 2021-06-20 23:42:38,368 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 8:44:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9523, loss_cls: 0.6177, loss: 0.6177, grad_norm: 7.3896 2021-06-20 23:42:49,529 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 8:44:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6587, loss: 0.6587, grad_norm: 7.4960 2021-06-20 23:43:00,685 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 8:44:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9414, loss_cls: 0.6656, loss: 0.6656, grad_norm: 7.2350 2021-06-20 23:43:11,831 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 8:43:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9539, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.2689 2021-06-20 23:43:22,969 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 8:43:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6008, loss: 0.6008, grad_norm: 7.2417 2021-06-20 23:43:34,100 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 8:43:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9570, loss_cls: 0.6498, loss: 0.6498, grad_norm: 7.3318 2021-06-20 23:43:45,261 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 8:43:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6490, loss: 0.6490, grad_norm: 7.2548 2021-06-20 23:43:56,417 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 8:43:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8680, top5_acc: 0.9586, loss_cls: 0.5495, loss: 0.5495, grad_norm: 6.6330 2021-06-20 23:44:07,551 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 8:42:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6574, loss: 0.6574, grad_norm: 7.2464 2021-06-20 23:44:18,692 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 8:42:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9523, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.4585 2021-06-20 23:44:29,829 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 8:42:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9398, loss_cls: 0.6538, loss: 0.6538, grad_norm: 7.1699 2021-06-20 23:44:40,955 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 8:42:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6077, loss: 0.6077, grad_norm: 6.9237 2021-06-20 23:44:52,126 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 8:42:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9508, loss_cls: 0.6141, loss: 0.6141, grad_norm: 7.1325 2021-06-20 23:45:03,270 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 8:41:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9391, loss_cls: 0.7009, loss: 0.7009, grad_norm: 7.3204 2021-06-20 23:45:14,414 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 8:41:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6846, loss: 0.6846, grad_norm: 7.2430 2021-06-20 23:45:25,558 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 8:41:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9367, loss_cls: 0.7342, loss: 0.7342, grad_norm: 7.7735 2021-06-20 23:45:36,720 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 8:41:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9430, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.3593 2021-06-20 23:45:47,852 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 8:41:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9398, loss_cls: 0.6748, loss: 0.6748, grad_norm: 7.4115 2021-06-20 23:45:58,971 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 8:40:56, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6253, loss: 0.6253, grad_norm: 7.1028 2021-06-20 23:46:10,108 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 8:40:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6133, loss: 0.6133, grad_norm: 7.0606 2021-06-20 23:46:21,241 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 8:40:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9492, loss_cls: 0.6542, loss: 0.6542, grad_norm: 7.0989 2021-06-20 23:46:32,385 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 8:40:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9555, loss_cls: 0.5884, loss: 0.5884, grad_norm: 6.7925 2021-06-20 23:46:43,535 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 8:40:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.6230, loss: 0.6230, grad_norm: 7.1318 2021-06-20 23:46:54,697 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 8:39:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9539, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.3032 2021-06-20 23:47:05,824 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 8:39:46, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.6769, loss: 0.6769, grad_norm: 7.5534 2021-06-20 23:47:16,946 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 8:39:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9437, loss_cls: 0.6837, loss: 0.6837, grad_norm: 7.4272 2021-06-20 23:47:28,096 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 8:39:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9539, loss_cls: 0.6102, loss: 0.6102, grad_norm: 7.1397 2021-06-20 23:47:39,255 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 8:39:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6736, loss: 0.6736, grad_norm: 7.4032 2021-06-20 23:47:50,389 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 8:38:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9398, loss_cls: 0.6866, loss: 0.6866, grad_norm: 7.2159 2021-06-20 23:48:01,539 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 8:38:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6724, loss: 0.6724, grad_norm: 7.3688 2021-06-20 23:48:12,694 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 8:38:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9539, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.0679 2021-06-20 23:48:23,838 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 8:38:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9383, loss_cls: 0.6671, loss: 0.6671, grad_norm: 7.2057 2021-06-20 23:48:34,981 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 8:38:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9492, loss_cls: 0.6534, loss: 0.6534, grad_norm: 7.3909 2021-06-20 23:48:46,132 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 8:38:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6066, loss: 0.6066, grad_norm: 6.8523 2021-06-20 23:48:57,274 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 8:37:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6427, loss: 0.6427, grad_norm: 7.0595 2021-06-20 23:49:08,423 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 8:37:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9539, loss_cls: 0.6410, loss: 0.6410, grad_norm: 7.1352 2021-06-20 23:49:19,572 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 8:37:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.1918 2021-06-20 23:49:30,696 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 8:37:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6340, loss: 0.6340, grad_norm: 7.2102 2021-06-20 23:49:41,834 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 8:37:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6409, loss: 0.6409, grad_norm: 7.0829 2021-06-20 23:49:52,974 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 8:36:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.6050, loss: 0.6050, grad_norm: 6.9195 2021-06-20 23:50:04,139 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 8:36:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9594, loss_cls: 0.5603, loss: 0.5603, grad_norm: 6.9545 2021-06-20 23:50:15,277 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 8:36:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9586, loss_cls: 0.6271, loss: 0.6271, grad_norm: 7.2968 2021-06-20 23:50:26,424 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 8:36:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9523, loss_cls: 0.5661, loss: 0.5661, grad_norm: 6.6191 2021-06-20 23:50:37,570 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 8:36:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9398, loss_cls: 0.6503, loss: 0.6503, grad_norm: 7.1284 2021-06-20 23:50:48,708 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 8:35:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9563, loss_cls: 0.6310, loss: 0.6310, grad_norm: 7.4711 2021-06-20 23:50:59,847 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 8:35:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9539, loss_cls: 0.6098, loss: 0.6098, grad_norm: 6.9979 2021-06-20 23:51:10,995 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 8:35:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6468, loss: 0.6468, grad_norm: 7.3072 2021-06-20 23:51:22,133 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 8:35:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.6833, loss: 0.6833, grad_norm: 7.2158 2021-06-20 23:51:33,279 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 8:35:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6201, loss: 0.6201, grad_norm: 7.1712 2021-06-20 23:51:44,419 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 8:34:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9484, loss_cls: 0.6117, loss: 0.6117, grad_norm: 6.8430 2021-06-20 23:51:55,560 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 8:34:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.6095, loss: 0.6095, grad_norm: 6.9914 2021-06-20 23:52:06,711 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 8:34:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9445, loss_cls: 0.6400, loss: 0.6400, grad_norm: 7.1596 2021-06-20 23:52:17,864 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 8:34:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9359, loss_cls: 0.7403, loss: 0.7403, grad_norm: 7.6240 2021-06-20 23:52:29,011 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 8:34:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9555, loss_cls: 0.5931, loss: 0.5931, grad_norm: 6.8472 2021-06-20 23:52:40,165 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 8:33:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9461, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.0420 2021-06-20 23:52:51,305 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 8:33:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9477, loss_cls: 0.6173, loss: 0.6173, grad_norm: 7.2213 2021-06-20 23:53:02,447 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 8:33:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9461, loss_cls: 0.6319, loss: 0.6319, grad_norm: 7.0884 2021-06-20 23:53:13,607 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 8:33:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.5579 2021-06-20 23:53:24,746 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 8:33:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6225, loss: 0.6225, grad_norm: 7.0898 2021-06-20 23:53:35,902 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 8:32:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9508, loss_cls: 0.6529, loss: 0.6529, grad_norm: 7.4679 2021-06-20 23:53:47,052 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 8:32:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6535, loss: 0.6535, grad_norm: 7.4387 2021-06-20 23:53:58,193 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 8:32:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9375, loss_cls: 0.7300, loss: 0.7300, grad_norm: 7.5363 2021-06-20 23:54:09,350 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 8:32:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9500, loss_cls: 0.6259, loss: 0.6259, grad_norm: 7.0794 2021-06-20 23:54:20,477 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 8:32:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9398, loss_cls: 0.6880, loss: 0.6880, grad_norm: 7.3131 2021-06-20 23:54:31,629 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 8:32:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9586, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.0430 2021-06-20 23:54:42,773 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 8:31:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6155, loss: 0.6155, grad_norm: 7.0058 2021-06-20 23:54:53,919 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 8:31:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6772, loss: 0.6772, grad_norm: 7.5095 2021-06-20 23:55:05,064 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 8:31:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6403, loss: 0.6403, grad_norm: 7.2188 2021-06-20 23:55:16,244 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 8:31:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9398, loss_cls: 0.7194, loss: 0.7194, grad_norm: 7.5678 2021-06-20 23:55:27,399 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 8:31:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.2110 2021-06-20 23:55:38,537 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 8:30:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6233, loss: 0.6233, grad_norm: 6.9318 2021-06-20 23:55:49,694 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 8:30:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9539, loss_cls: 0.6088, loss: 0.6088, grad_norm: 7.1429 2021-06-20 23:56:00,852 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 8:30:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6596, loss: 0.6596, grad_norm: 7.4165 2021-06-20 23:56:11,989 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 8:30:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9563, loss_cls: 0.6146, loss: 0.6146, grad_norm: 7.0475 2021-06-20 23:56:23,116 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 8:30:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6244, loss: 0.6244, grad_norm: 6.9699 2021-06-20 23:56:34,262 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 8:29:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9555, loss_cls: 0.5955, loss: 0.5955, grad_norm: 6.9955 2021-06-20 23:56:45,397 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 8:29:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9484, loss_cls: 0.6353, loss: 0.6353, grad_norm: 7.0040 2021-06-20 23:56:56,566 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 8:29:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9586, loss_cls: 0.6168, loss: 0.6168, grad_norm: 7.2780 2021-06-20 23:57:07,711 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 8:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9492, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.3086 2021-06-20 23:57:18,851 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 8:29:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9484, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.3463 2021-06-20 23:57:30,002 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 8:28:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9469, loss_cls: 0.6577, loss: 0.6577, grad_norm: 7.2255 2021-06-20 23:57:41,161 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 8:28:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.6572, loss: 0.6572, grad_norm: 7.7192 2021-06-20 23:57:52,301 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 8:28:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9391, loss_cls: 0.6630, loss: 0.6630, grad_norm: 7.1593 2021-06-20 23:58:03,443 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 8:28:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6145, loss: 0.6145, grad_norm: 7.0339 2021-06-20 23:58:14,579 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 8:28:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9414, loss_cls: 0.6230, loss: 0.6230, grad_norm: 7.0565 2021-06-20 23:58:25,712 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 8:27:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9461, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.3234 2021-06-20 23:58:36,858 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 8:27:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9563, loss_cls: 0.5833, loss: 0.5833, grad_norm: 7.0878 2021-06-20 23:58:47,995 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 8:27:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9633, loss_cls: 0.5897, loss: 0.5897, grad_norm: 6.9946 2021-06-20 23:58:59,132 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 8:27:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6522, loss: 0.6522, grad_norm: 7.2596 2021-06-20 23:59:10,274 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 8:27:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9570, loss_cls: 0.6296, loss: 0.6296, grad_norm: 7.1531 2021-06-21 00:02:28,182 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 00:02:29,051 - mmaction - INFO - top1_acc 0.7255 top5_acc 0.9092 2021-06-21 00:02:29,052 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 00:02:29,099 - mmaction - INFO - mean_acc 0.7254 2021-06-21 00:02:29,108 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-06-21 00:02:29,528 - mmaction - INFO - Epoch(val) [86][207] top1_acc: 0.7255, top5_acc: 0.9092, mean_class_accuracy: 0.7254 2021-06-21 00:03:43,993 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 8:26:57, time: 3.722, data_time: 3.137, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9594, loss_cls: 0.5860, loss: 0.5860, grad_norm: 7.0263 2021-06-21 00:03:55,158 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 8:26:45, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9461, loss_cls: 0.6409, loss: 0.6409, grad_norm: 7.1553 2021-06-21 00:04:06,262 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 8:26:33, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9430, loss_cls: 0.6410, loss: 0.6410, grad_norm: 7.1406 2021-06-21 00:04:17,395 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 8:26:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6457, loss: 0.6457, grad_norm: 7.3129 2021-06-21 00:04:28,525 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 8:26:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.5959, loss: 0.5959, grad_norm: 7.2141 2021-06-21 00:04:39,647 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 8:25:58, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9461, loss_cls: 0.6360, loss: 0.6360, grad_norm: 7.1579 2021-06-21 00:04:50,773 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 8:25:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6154, loss: 0.6154, grad_norm: 7.0154 2021-06-21 00:05:01,949 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 8:25:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.2670 2021-06-21 00:05:13,103 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 8:25:24, time: 0.561, data_time: 0.004, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7135, loss: 0.7135, grad_norm: 7.5393 2021-06-21 00:05:24,224 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 8:25:12, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6386, loss: 0.6386, grad_norm: 7.3021 2021-06-21 00:05:35,379 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 8:25:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6267, loss: 0.6267, grad_norm: 7.3106 2021-06-21 00:05:46,530 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 8:24:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6546, loss: 0.6546, grad_norm: 7.2266 2021-06-21 00:05:57,670 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 8:24:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9422, loss_cls: 0.6625, loss: 0.6625, grad_norm: 7.2123 2021-06-21 00:06:08,818 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 8:24:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6135, loss: 0.6135, grad_norm: 7.0633 2021-06-21 00:06:19,963 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 8:24:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9477, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.4342 2021-06-21 00:06:31,113 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 8:24:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.3355 2021-06-21 00:06:42,272 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 8:23:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9484, loss_cls: 0.6406, loss: 0.6406, grad_norm: 7.1788 2021-06-21 00:06:53,413 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 8:23:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9570, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.1343 2021-06-21 00:07:04,588 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 8:23:27, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9406, loss_cls: 0.6629, loss: 0.6629, grad_norm: 7.0029 2021-06-21 00:07:19,612 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 8:23:16, time: 0.742, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6007, loss: 0.6007, grad_norm: 7.0929 2021-06-21 00:07:31,516 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 8:23:05, time: 0.604, data_time: 0.011, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9445, loss_cls: 0.6510, loss: 0.6510, grad_norm: 7.0416 2021-06-21 00:07:42,673 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 8:22:53, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9563, loss_cls: 0.6508, loss: 0.6508, grad_norm: 7.4395 2021-06-21 00:07:53,825 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 8:22:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9414, loss_cls: 0.6847, loss: 0.6847, grad_norm: 7.3318 2021-06-21 00:08:04,971 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 8:22:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9508, loss_cls: 0.6498, loss: 0.6498, grad_norm: 7.1083 2021-06-21 00:08:16,130 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 8:22:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9625, loss_cls: 0.5772, loss: 0.5772, grad_norm: 6.9416 2021-06-21 00:08:27,289 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 8:22:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9594, loss_cls: 0.6012, loss: 0.6012, grad_norm: 7.0504 2021-06-21 00:08:38,430 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 8:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9563, loss_cls: 0.5782, loss: 0.5782, grad_norm: 6.6548 2021-06-21 00:08:49,583 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 8:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9547, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.1796 2021-06-21 00:09:00,744 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 8:21:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6621, loss: 0.6621, grad_norm: 7.3512 2021-06-21 00:09:11,888 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 8:21:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6385, loss: 0.6385, grad_norm: 7.2356 2021-06-21 00:09:23,035 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 8:21:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9531, loss_cls: 0.6333, loss: 0.6333, grad_norm: 7.2683 2021-06-21 00:09:34,164 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 8:20:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6787, loss: 0.6787, grad_norm: 7.3292 2021-06-21 00:09:45,325 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 8:20:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9430, loss_cls: 0.7125, loss: 0.7125, grad_norm: 7.4351 2021-06-21 00:09:56,468 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 8:20:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.3370 2021-06-21 00:10:07,634 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 8:20:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9437, loss_cls: 0.6817, loss: 0.6817, grad_norm: 7.5289 2021-06-21 00:10:18,769 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 8:20:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.6994, loss: 0.6994, grad_norm: 7.2677 2021-06-21 00:10:29,917 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 8:19:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9531, loss_cls: 0.6373, loss: 0.6373, grad_norm: 7.3189 2021-06-21 00:10:41,072 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 8:19:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9602, loss_cls: 0.6109, loss: 0.6109, grad_norm: 7.0311 2021-06-21 00:10:52,220 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 8:19:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9617, loss_cls: 0.6040, loss: 0.6040, grad_norm: 7.3032 2021-06-21 00:11:03,377 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 8:19:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.7007, loss: 0.7007, grad_norm: 7.6429 2021-06-21 00:11:14,534 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 8:19:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.3280 2021-06-21 00:11:25,684 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 8:19:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.2692 2021-06-21 00:11:36,827 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 8:18:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6391, loss: 0.6391, grad_norm: 7.1390 2021-06-21 00:11:47,954 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 8:18:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9437, loss_cls: 0.6042, loss: 0.6042, grad_norm: 6.8274 2021-06-21 00:11:59,095 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 8:18:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.6105, loss: 0.6105, grad_norm: 6.7476 2021-06-21 00:12:10,253 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 8:18:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9586, loss_cls: 0.6372, loss: 0.6372, grad_norm: 7.4084 2021-06-21 00:12:21,396 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 8:18:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6619, loss: 0.6619, grad_norm: 7.1477 2021-06-21 00:12:32,543 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 8:17:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6353, loss: 0.6353, grad_norm: 7.4497 2021-06-21 00:12:43,683 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 8:17:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9555, loss_cls: 0.6085, loss: 0.6085, grad_norm: 7.2557 2021-06-21 00:12:54,842 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 8:17:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9523, loss_cls: 0.6088, loss: 0.6088, grad_norm: 7.2717 2021-06-21 00:13:06,001 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 8:17:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6466, loss: 0.6466, grad_norm: 7.4006 2021-06-21 00:13:17,129 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 8:17:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9469, loss_cls: 0.6759, loss: 0.6759, grad_norm: 7.2350 2021-06-21 00:13:28,265 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 8:16:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9547, loss_cls: 0.5911, loss: 0.5911, grad_norm: 7.0052 2021-06-21 00:13:39,425 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 8:16:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9539, loss_cls: 0.6049, loss: 0.6049, grad_norm: 7.0134 2021-06-21 00:13:50,573 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 8:16:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9563, loss_cls: 0.6286, loss: 0.6286, grad_norm: 7.1909 2021-06-21 00:14:01,733 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 8:16:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9406, loss_cls: 0.7135, loss: 0.7135, grad_norm: 7.6189 2021-06-21 00:14:12,876 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 8:16:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6470, loss: 0.6470, grad_norm: 7.2874 2021-06-21 00:14:24,022 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 8:15:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9508, loss_cls: 0.6195, loss: 0.6195, grad_norm: 7.1032 2021-06-21 00:14:35,183 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 8:15:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9563, loss_cls: 0.5722, loss: 0.5722, grad_norm: 6.9684 2021-06-21 00:14:46,319 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 8:15:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9555, loss_cls: 0.6067, loss: 0.6067, grad_norm: 7.1592 2021-06-21 00:14:57,449 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 8:15:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9484, loss_cls: 0.6581, loss: 0.6581, grad_norm: 7.4486 2021-06-21 00:15:08,603 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 8:15:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9445, loss_cls: 0.6509, loss: 0.6509, grad_norm: 7.0441 2021-06-21 00:15:19,747 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 8:14:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6360, loss: 0.6360, grad_norm: 7.1572 2021-06-21 00:15:30,888 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 8:14:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9516, loss_cls: 0.6500, loss: 0.6500, grad_norm: 7.2796 2021-06-21 00:15:42,032 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 8:14:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9586, loss_cls: 0.5853, loss: 0.5853, grad_norm: 6.8686 2021-06-21 00:15:53,185 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 8:14:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9414, loss_cls: 0.7164, loss: 0.7164, grad_norm: 7.5702 2021-06-21 00:16:04,352 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 8:14:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.1804 2021-06-21 00:16:15,508 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 8:13:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.3682 2021-06-21 00:16:26,653 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 8:13:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9344, loss_cls: 0.6738, loss: 0.6738, grad_norm: 7.2601 2021-06-21 00:16:37,791 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 8:13:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6344, loss: 0.6344, grad_norm: 7.2834 2021-06-21 00:16:48,935 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 8:13:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9563, loss_cls: 0.6059, loss: 0.6059, grad_norm: 7.1233 2021-06-21 00:17:00,051 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 8:13:11, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.7169, loss: 0.7169, grad_norm: 7.5467 2021-06-21 00:17:11,182 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 8:12:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6325, loss: 0.6325, grad_norm: 6.9573 2021-06-21 00:17:22,318 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 8:12:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6827, loss: 0.6827, grad_norm: 7.3707 2021-06-21 00:17:33,456 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 8:12:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9516, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.4942 2021-06-21 00:17:44,600 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 8:12:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9461, loss_cls: 0.6226, loss: 0.6226, grad_norm: 7.0952 2021-06-21 00:17:55,750 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 8:12:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9578, loss_cls: 0.5914, loss: 0.5914, grad_norm: 7.1157 2021-06-21 00:18:06,902 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 8:12:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9453, loss_cls: 0.6293, loss: 0.6293, grad_norm: 7.3077 2021-06-21 00:18:18,045 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 8:11:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9563, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.3118 2021-06-21 00:18:29,193 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 8:11:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8633, top5_acc: 0.9539, loss_cls: 0.5810, loss: 0.5810, grad_norm: 6.8942 2021-06-21 00:18:40,334 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 8:11:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9555, loss_cls: 0.6200, loss: 0.6200, grad_norm: 7.3565 2021-06-21 00:18:51,465 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 8:11:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6328, loss: 0.6328, grad_norm: 7.3322 2021-06-21 00:19:02,591 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 8:11:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9539, loss_cls: 0.6466, loss: 0.6466, grad_norm: 6.9867 2021-06-21 00:19:13,748 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 8:10:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9586, loss_cls: 0.6025, loss: 0.6025, grad_norm: 7.2076 2021-06-21 00:19:24,875 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 8:10:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9531, loss_cls: 0.6328, loss: 0.6328, grad_norm: 7.0494 2021-06-21 00:19:36,033 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 8:10:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6356, loss: 0.6356, grad_norm: 7.1139 2021-06-21 00:19:47,187 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 8:10:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6511, loss: 0.6511, grad_norm: 7.2677 2021-06-21 00:19:58,344 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 8:10:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.6322, loss: 0.6322, grad_norm: 7.2875 2021-06-21 00:20:09,496 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 8:09:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9531, loss_cls: 0.6492, loss: 0.6492, grad_norm: 7.4065 2021-06-21 00:20:20,643 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 8:09:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.0178 2021-06-21 00:20:31,783 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 8:09:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9633, loss_cls: 0.5765, loss: 0.5765, grad_norm: 6.7135 2021-06-21 00:20:42,930 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 8:09:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9547, loss_cls: 0.6195, loss: 0.6195, grad_norm: 7.1787 2021-06-21 00:20:54,101 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 8:09:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9445, loss_cls: 0.6912, loss: 0.6912, grad_norm: 7.3985 2021-06-21 00:21:05,248 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 8:08:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9547, loss_cls: 0.6478, loss: 0.6478, grad_norm: 7.4858 2021-06-21 00:21:16,387 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 8:08:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9578, loss_cls: 0.6117, loss: 0.6117, grad_norm: 7.1575 2021-06-21 00:21:27,523 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 8:08:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9641, loss_cls: 0.5916, loss: 0.5916, grad_norm: 7.0253 2021-06-21 00:21:38,666 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 8:08:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6303, loss: 0.6303, grad_norm: 7.0439 2021-06-21 00:21:49,808 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 8:08:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9555, loss_cls: 0.6151, loss: 0.6151, grad_norm: 7.4112 2021-06-21 00:22:00,944 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 8:07:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9578, loss_cls: 0.6371, loss: 0.6371, grad_norm: 7.3298 2021-06-21 00:22:12,100 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 8:07:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6472, loss: 0.6472, grad_norm: 6.9584 2021-06-21 00:22:23,253 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 8:07:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9469, loss_cls: 0.6827, loss: 0.6827, grad_norm: 7.3367 2021-06-21 00:22:34,404 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 8:07:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9602, loss_cls: 0.5502, loss: 0.5502, grad_norm: 6.9338 2021-06-21 00:22:45,541 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 8:07:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6230, loss: 0.6230, grad_norm: 7.2386 2021-06-21 00:22:56,693 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 8:06:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9578, loss_cls: 0.5679, loss: 0.5679, grad_norm: 6.8717 2021-06-21 00:23:07,830 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 8:06:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9555, loss_cls: 0.5944, loss: 0.5944, grad_norm: 7.2663 2021-06-21 00:23:18,981 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 8:06:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9586, loss_cls: 0.5885, loss: 0.5885, grad_norm: 6.6883 2021-06-21 00:23:30,108 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 8:06:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6610, loss: 0.6610, grad_norm: 7.3568 2021-06-21 00:23:41,261 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 8:06:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.6097, loss: 0.6097, grad_norm: 7.0942 2021-06-21 00:23:52,415 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 8:06:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6816, loss: 0.6816, grad_norm: 7.4016 2021-06-21 00:24:03,553 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 8:05:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6367, loss: 0.6367, grad_norm: 7.0534 2021-06-21 00:24:14,695 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 8:05:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9531, loss_cls: 0.6426, loss: 0.6426, grad_norm: 7.4301 2021-06-21 00:24:25,831 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 8:05:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9422, loss_cls: 0.6929, loss: 0.6929, grad_norm: 7.4971 2021-06-21 00:24:36,991 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 8:05:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9367, loss_cls: 0.6694, loss: 0.6694, grad_norm: 7.3115 2021-06-21 00:24:48,151 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 8:05:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9531, loss_cls: 0.6278, loss: 0.6278, grad_norm: 7.1867 2021-06-21 00:24:59,289 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 8:04:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9547, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.5085 2021-06-21 00:25:10,464 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 8:04:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9406, loss_cls: 0.6856, loss: 0.6856, grad_norm: 7.6039 2021-06-21 00:25:21,596 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 8:04:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9555, loss_cls: 0.6197, loss: 0.6197, grad_norm: 7.2945 2021-06-21 00:25:32,750 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 8:04:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9547, loss_cls: 0.5949, loss: 0.5949, grad_norm: 6.9489 2021-06-21 00:25:43,893 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 8:04:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9469, loss_cls: 0.6472, loss: 0.6472, grad_norm: 6.9990 2021-06-21 00:25:55,047 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 8:03:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9422, loss_cls: 0.6791, loss: 0.6791, grad_norm: 7.2308 2021-06-21 00:26:06,216 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 8:03:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9477, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.0464 2021-06-21 00:26:17,360 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 8:03:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9430, loss_cls: 0.6917, loss: 0.6917, grad_norm: 7.4150 2021-06-21 00:26:28,507 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 8:03:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9477, loss_cls: 0.6617, loss: 0.6617, grad_norm: 7.1402 2021-06-21 00:26:39,657 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 8:03:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6204, loss: 0.6204, grad_norm: 7.2024 2021-06-21 00:26:50,801 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 8:02:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9555, loss_cls: 0.6552, loss: 0.6552, grad_norm: 7.4718 2021-06-21 00:27:01,951 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 8:02:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9437, loss_cls: 0.6326, loss: 0.6326, grad_norm: 6.8954 2021-06-21 00:27:13,096 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 8:02:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6489, loss: 0.6489, grad_norm: 7.2887 2021-06-21 00:27:24,249 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 8:02:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6303, loss: 0.6303, grad_norm: 7.1960 2021-06-21 00:27:35,385 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 8:02:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6536, loss: 0.6536, grad_norm: 7.3627 2021-06-21 00:27:46,520 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 8:01:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9484, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.2407 2021-06-21 00:27:57,666 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 8:01:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6463, loss: 0.6463, grad_norm: 7.4140 2021-06-21 00:28:08,796 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 8:01:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9578, loss_cls: 0.6133, loss: 0.6133, grad_norm: 7.1854 2021-06-21 00:28:19,950 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 8:01:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.5961, loss: 0.5961, grad_norm: 7.0299 2021-06-21 00:28:31,094 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 8:01:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6620, loss: 0.6620, grad_norm: 7.1822 2021-06-21 00:28:42,248 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 8:00:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6599, loss: 0.6599, grad_norm: 7.1914 2021-06-21 00:28:53,389 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 8:00:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9422, loss_cls: 0.6655, loss: 0.6655, grad_norm: 7.1722 2021-06-21 00:29:04,540 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 8:00:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.6918, loss: 0.6918, grad_norm: 7.5656 2021-06-21 00:29:15,676 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 8:00:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.4080 2021-06-21 00:29:26,825 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 8:00:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9500, loss_cls: 0.6495, loss: 0.6495, grad_norm: 7.2071 2021-06-21 00:29:37,959 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 8:00:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6022, loss: 0.6022, grad_norm: 7.0342 2021-06-21 00:29:49,102 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 7:59:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6473, loss: 0.6473, grad_norm: 7.2988 2021-06-21 00:30:00,236 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 7:59:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9375, loss_cls: 0.7214, loss: 0.7214, grad_norm: 7.7011 2021-06-21 00:30:11,387 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 7:59:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.0911 2021-06-21 00:30:22,559 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 7:59:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9523, loss_cls: 0.6893, loss: 0.6893, grad_norm: 7.6489 2021-06-21 00:30:33,697 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 7:59:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.1434 2021-06-21 00:30:44,830 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 7:58:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9547, loss_cls: 0.5975, loss: 0.5975, grad_norm: 7.0581 2021-06-21 00:30:55,972 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 7:58:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9500, loss_cls: 0.6129, loss: 0.6129, grad_norm: 7.3883 2021-06-21 00:31:07,120 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 7:58:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6009, loss: 0.6009, grad_norm: 6.8372 2021-06-21 00:31:18,279 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 7:58:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9398, loss_cls: 0.7228, loss: 0.7228, grad_norm: 7.5677 2021-06-21 00:31:29,433 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 7:58:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9641, loss_cls: 0.5801, loss: 0.5801, grad_norm: 6.9280 2021-06-21 00:31:40,581 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 7:57:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.1668 2021-06-21 00:31:51,729 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 7:57:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6956, loss: 0.6956, grad_norm: 7.7078 2021-06-21 00:32:02,884 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 7:57:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.1481 2021-06-21 00:32:14,018 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 7:57:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6350, loss: 0.6350, grad_norm: 7.4023 2021-06-21 00:32:25,172 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 7:57:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9430, loss_cls: 0.6518, loss: 0.6518, grad_norm: 7.0258 2021-06-21 00:32:36,320 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 7:56:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.6197, loss: 0.6197, grad_norm: 7.0928 2021-06-21 00:32:47,472 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 7:56:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6820, loss: 0.6820, grad_norm: 7.5587 2021-06-21 00:32:58,632 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 7:56:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6530, loss: 0.6530, grad_norm: 7.5170 2021-06-21 00:33:09,801 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 7:56:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9445, loss_cls: 0.6640, loss: 0.6640, grad_norm: 7.4963 2021-06-21 00:33:20,937 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 7:56:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9477, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.0132 2021-06-21 00:33:32,079 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 7:55:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9469, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.2318 2021-06-21 00:33:43,220 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 7:55:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.2093 2021-06-21 00:33:54,368 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 7:55:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6281, loss: 0.6281, grad_norm: 7.2458 2021-06-21 00:34:05,512 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 7:55:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6411, loss: 0.6411, grad_norm: 7.1745 2021-06-21 00:34:16,662 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 7:55:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9555, loss_cls: 0.6367, loss: 0.6367, grad_norm: 7.2654 2021-06-21 00:34:27,816 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 7:54:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6770, loss: 0.6770, grad_norm: 7.5857 2021-06-21 00:34:38,984 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 7:54:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9477, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.6220 2021-06-21 00:34:50,127 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 7:54:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9609, loss_cls: 0.5925, loss: 0.5925, grad_norm: 7.2358 2021-06-21 00:35:01,287 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 7:54:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6585, loss: 0.6585, grad_norm: 7.4522 2021-06-21 00:35:12,427 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 7:54:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.6248, loss: 0.6248, grad_norm: 7.0312 2021-06-21 00:35:23,589 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 7:54:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9594, loss_cls: 0.5925, loss: 0.5925, grad_norm: 6.8813 2021-06-21 00:35:34,752 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 7:53:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6276, loss: 0.6276, grad_norm: 7.2932 2021-06-21 00:35:45,901 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 7:53:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9445, loss_cls: 0.6764, loss: 0.6764, grad_norm: 7.3249 2021-06-21 00:35:57,045 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 7:53:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6220, loss: 0.6220, grad_norm: 7.3035 2021-06-21 00:36:08,192 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 7:53:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.3558 2021-06-21 00:36:19,340 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 7:53:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.6249, loss: 0.6249, grad_norm: 7.1633 2021-06-21 00:36:30,455 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 7:52:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9508, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.4833 2021-06-21 00:36:41,617 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 7:52:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6355, loss: 0.6355, grad_norm: 7.2977 2021-06-21 00:36:52,766 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 7:52:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.5949, loss: 0.5949, grad_norm: 7.1859 2021-06-21 00:37:03,928 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 7:52:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6487, loss: 0.6487, grad_norm: 7.4143 2021-06-21 00:37:15,073 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 7:52:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9383, loss_cls: 0.6731, loss: 0.6731, grad_norm: 7.6558 2021-06-21 00:37:26,223 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 7:51:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6130, loss: 0.6130, grad_norm: 7.1867 2021-06-21 00:37:37,364 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 7:51:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6324, loss: 0.6324, grad_norm: 7.2055 2021-06-21 00:37:48,496 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 7:51:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9469, loss_cls: 0.5997, loss: 0.5997, grad_norm: 6.7166 2021-06-21 00:37:59,630 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 7:51:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6493, loss: 0.6493, grad_norm: 7.2606 2021-06-21 00:38:10,773 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 7:51:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9445, loss_cls: 0.6441, loss: 0.6441, grad_norm: 7.5710 2021-06-21 00:38:21,934 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 7:50:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9398, loss_cls: 0.6946, loss: 0.6946, grad_norm: 7.4967 2021-06-21 00:42:05,991 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 00:42:06,924 - mmaction - INFO - top1_acc 0.7243 top5_acc 0.9062 2021-06-21 00:42:06,924 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 00:42:06,979 - mmaction - INFO - mean_acc 0.7243 2021-06-21 00:42:06,988 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-06-21 00:42:07,430 - mmaction - INFO - Epoch(val) [87][207] top1_acc: 0.7243, top5_acc: 0.9062, mean_class_accuracy: 0.7243 2021-06-21 00:43:26,606 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 7:50:41, time: 3.956, data_time: 3.325, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9555, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.2604 2021-06-21 00:43:37,738 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 7:50:29, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6212, loss: 0.6212, grad_norm: 7.1249 2021-06-21 00:43:48,846 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 7:50:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6456, loss: 0.6456, grad_norm: 7.2408 2021-06-21 00:43:59,971 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 7:50:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6456, loss: 0.6456, grad_norm: 7.1633 2021-06-21 00:44:11,097 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 7:49:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9539, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.4675 2021-06-21 00:44:22,231 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 7:49:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9516, loss_cls: 0.6077, loss: 0.6077, grad_norm: 6.8889 2021-06-21 00:44:33,358 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 7:49:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6677, loss: 0.6677, grad_norm: 7.3404 2021-06-21 00:44:44,493 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 7:49:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6121, loss: 0.6121, grad_norm: 7.1915 2021-06-21 00:44:55,632 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 7:49:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9586, loss_cls: 0.6025, loss: 0.6025, grad_norm: 7.1307 2021-06-21 00:45:07,630 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 7:48:56, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9563, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.1974 2021-06-21 00:45:18,753 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 7:48:44, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6355, loss: 0.6355, grad_norm: 7.3262 2021-06-21 00:45:29,893 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 7:48:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.6034, loss: 0.6034, grad_norm: 7.1850 2021-06-21 00:45:41,038 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 7:48:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6771, loss: 0.6771, grad_norm: 7.4394 2021-06-21 00:45:52,178 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 7:48:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9469, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.2161 2021-06-21 00:46:03,316 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 7:47:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9477, loss_cls: 0.6655, loss: 0.6655, grad_norm: 7.6166 2021-06-21 00:46:14,439 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 7:47:46, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9570, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.0718 2021-06-21 00:46:25,588 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 7:47:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6804, loss: 0.6804, grad_norm: 7.2427 2021-06-21 00:46:36,742 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 7:47:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9508, loss_cls: 0.6340, loss: 0.6340, grad_norm: 6.9892 2021-06-21 00:46:47,867 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 7:47:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9492, loss_cls: 0.6657, loss: 0.6657, grad_norm: 7.3501 2021-06-21 00:46:59,001 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 7:47:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9492, loss_cls: 0.6317, loss: 0.6317, grad_norm: 7.0367 2021-06-21 00:47:10,146 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 7:46:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.0511 2021-06-21 00:47:21,288 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 7:46:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9500, loss_cls: 0.6171, loss: 0.6171, grad_norm: 7.1440 2021-06-21 00:47:32,433 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 7:46:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9609, loss_cls: 0.5940, loss: 0.5940, grad_norm: 7.2596 2021-06-21 00:47:43,569 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 7:46:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.3812 2021-06-21 00:47:54,718 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 7:46:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9430, loss_cls: 0.6578, loss: 0.6578, grad_norm: 7.3207 2021-06-21 00:48:05,857 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 7:45:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9555, loss_cls: 0.6209, loss: 0.6209, grad_norm: 7.1798 2021-06-21 00:48:17,003 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 7:45:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9430, loss_cls: 0.6383, loss: 0.6383, grad_norm: 7.1451 2021-06-21 00:48:28,129 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 7:45:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9539, loss_cls: 0.6145, loss: 0.6145, grad_norm: 7.0289 2021-06-21 00:48:39,277 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 7:45:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6295, loss: 0.6295, grad_norm: 7.1598 2021-06-21 00:48:50,419 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 7:45:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6200, loss: 0.6200, grad_norm: 7.0972 2021-06-21 00:49:01,558 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 7:44:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.0355 2021-06-21 00:49:12,708 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 7:44:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6674, loss: 0.6674, grad_norm: 7.4287 2021-06-21 00:49:23,847 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 7:44:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.6143, loss: 0.6143, grad_norm: 7.0225 2021-06-21 00:49:34,981 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 7:44:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9672, loss_cls: 0.5721, loss: 0.5721, grad_norm: 7.1797 2021-06-21 00:49:46,122 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 7:44:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6482, loss: 0.6482, grad_norm: 7.3011 2021-06-21 00:49:57,264 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 7:43:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9563, loss_cls: 0.6014, loss: 0.6014, grad_norm: 7.0746 2021-06-21 00:50:08,432 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 7:43:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9555, loss_cls: 0.6230, loss: 0.6230, grad_norm: 7.3752 2021-06-21 00:50:19,581 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 7:43:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9477, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.2069 2021-06-21 00:50:30,732 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 7:43:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.5959, loss: 0.5959, grad_norm: 6.9507 2021-06-21 00:50:41,878 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 7:43:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9469, loss_cls: 0.6369, loss: 0.6369, grad_norm: 7.2144 2021-06-21 00:50:53,030 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 7:42:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9445, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.3894 2021-06-21 00:51:04,181 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 7:42:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6026, loss: 0.6026, grad_norm: 6.9279 2021-06-21 00:51:15,311 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 7:42:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9586, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.6345 2021-06-21 00:51:26,453 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 7:42:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9422, loss_cls: 0.6464, loss: 0.6464, grad_norm: 7.2349 2021-06-21 00:51:37,601 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 7:42:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6311, loss: 0.6311, grad_norm: 7.0158 2021-06-21 00:51:48,742 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 7:41:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9578, loss_cls: 0.5963, loss: 0.5963, grad_norm: 7.2194 2021-06-21 00:51:59,891 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 7:41:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9484, loss_cls: 0.6859, loss: 0.6859, grad_norm: 7.3927 2021-06-21 00:52:11,040 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 7:41:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9609, loss_cls: 0.5733, loss: 0.5733, grad_norm: 6.8760 2021-06-21 00:52:22,169 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 7:41:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9523, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.1918 2021-06-21 00:52:33,313 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 7:41:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9422, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.1724 2021-06-21 00:52:44,469 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 7:40:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9656, loss_cls: 0.5846, loss: 0.5846, grad_norm: 7.2461 2021-06-21 00:52:55,623 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 7:40:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.5919, loss: 0.5919, grad_norm: 6.8159 2021-06-21 00:53:06,764 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 7:40:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6594, loss: 0.6594, grad_norm: 7.3929 2021-06-21 00:53:17,915 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 7:40:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9555, loss_cls: 0.6431, loss: 0.6431, grad_norm: 7.0656 2021-06-21 00:53:29,066 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 7:40:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9594, loss_cls: 0.5920, loss: 0.5920, grad_norm: 7.2045 2021-06-21 00:53:40,225 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 7:40:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6327, loss: 0.6327, grad_norm: 7.4753 2021-06-21 00:53:51,363 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 7:39:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7038, loss: 0.7038, grad_norm: 7.5883 2021-06-21 00:54:02,492 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 7:39:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9508, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.5108 2021-06-21 00:54:13,638 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 7:39:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9461, loss_cls: 0.6688, loss: 0.6688, grad_norm: 7.1852 2021-06-21 00:54:24,788 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 7:39:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6514, loss: 0.6514, grad_norm: 7.2338 2021-06-21 00:54:35,921 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 7:39:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6144, loss: 0.6144, grad_norm: 6.9893 2021-06-21 00:54:47,081 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 7:38:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6163, loss: 0.6163, grad_norm: 7.0874 2021-06-21 00:54:58,226 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 7:38:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6860, loss: 0.6860, grad_norm: 7.5933 2021-06-21 00:55:09,398 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 7:38:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6156, loss: 0.6156, grad_norm: 6.9900 2021-06-21 00:55:20,538 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 7:38:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9477, loss_cls: 0.6330, loss: 0.6330, grad_norm: 7.1950 2021-06-21 00:55:31,672 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 7:38:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9563, loss_cls: 0.6390, loss: 0.6390, grad_norm: 7.3463 2021-06-21 00:55:42,827 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 7:37:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9477, loss_cls: 0.6411, loss: 0.6411, grad_norm: 6.9828 2021-06-21 00:55:53,968 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 7:37:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9523, loss_cls: 0.6334, loss: 0.6334, grad_norm: 7.2314 2021-06-21 00:56:05,112 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 7:37:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.3639 2021-06-21 00:56:16,266 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 7:37:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9414, loss_cls: 0.6964, loss: 0.6964, grad_norm: 7.5001 2021-06-21 00:56:27,432 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 7:37:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6584, loss: 0.6584, grad_norm: 7.4214 2021-06-21 00:56:38,565 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 7:36:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9469, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.0985 2021-06-21 00:56:49,705 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 7:36:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6319, loss: 0.6319, grad_norm: 7.0928 2021-06-21 00:57:00,838 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 7:36:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5745, loss: 0.5745, grad_norm: 7.1387 2021-06-21 00:57:11,979 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 7:36:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9328, loss_cls: 0.7253, loss: 0.7253, grad_norm: 7.7962 2021-06-21 00:57:23,125 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 7:36:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6573, loss: 0.6573, grad_norm: 7.4577 2021-06-21 00:57:34,273 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 7:35:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9586, loss_cls: 0.5492, loss: 0.5492, grad_norm: 6.8031 2021-06-21 00:57:45,422 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 7:35:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6622, loss: 0.6622, grad_norm: 7.4271 2021-06-21 00:57:56,553 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 7:35:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9531, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.2367 2021-06-21 00:58:07,697 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 7:35:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9437, loss_cls: 0.6619, loss: 0.6619, grad_norm: 7.3610 2021-06-21 00:58:18,850 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 7:35:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9477, loss_cls: 0.6554, loss: 0.6554, grad_norm: 7.1969 2021-06-21 00:58:29,988 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 7:34:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.6040, loss: 0.6040, grad_norm: 7.3408 2021-06-21 00:58:41,129 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 7:34:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9398, loss_cls: 0.6885, loss: 0.6885, grad_norm: 7.4708 2021-06-21 00:58:52,272 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 7:34:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9461, loss_cls: 0.6912, loss: 0.6912, grad_norm: 7.3904 2021-06-21 00:59:03,395 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 7:34:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9586, loss_cls: 0.6126, loss: 0.6126, grad_norm: 7.1831 2021-06-21 00:59:14,528 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 7:34:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6488, loss: 0.6488, grad_norm: 7.2358 2021-06-21 00:59:25,678 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 7:34:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9516, loss_cls: 0.5873, loss: 0.5873, grad_norm: 7.1057 2021-06-21 00:59:36,831 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 7:33:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6553, loss: 0.6553, grad_norm: 7.3127 2021-06-21 00:59:47,974 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 7:33:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6369, loss: 0.6369, grad_norm: 7.1116 2021-06-21 00:59:59,104 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 7:33:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9477, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.0407 2021-06-21 01:00:10,241 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 7:33:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.3087 2021-06-21 01:00:21,391 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 7:33:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.7081, loss: 0.7081, grad_norm: 7.3016 2021-06-21 01:00:32,539 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 7:32:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6053, loss: 0.6053, grad_norm: 6.9150 2021-06-21 01:00:43,681 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 7:32:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9453, loss_cls: 0.6129, loss: 0.6129, grad_norm: 7.0008 2021-06-21 01:00:54,822 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 7:32:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9445, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.3520 2021-06-21 01:01:05,967 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 7:32:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7147, loss: 0.7147, grad_norm: 7.8569 2021-06-21 01:01:17,111 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 7:32:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.6082, loss: 0.6082, grad_norm: 7.1017 2021-06-21 01:01:28,237 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 7:31:53, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9586, loss_cls: 0.5860, loss: 0.5860, grad_norm: 6.8516 2021-06-21 01:01:39,389 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 7:31:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6289, loss: 0.6289, grad_norm: 6.9590 2021-06-21 01:01:50,520 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 7:31:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6548, loss: 0.6548, grad_norm: 7.3389 2021-06-21 01:02:01,666 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 7:31:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7091, loss: 0.7091, grad_norm: 7.6931 2021-06-21 01:02:12,803 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 7:31:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6379, loss: 0.6379, grad_norm: 7.0838 2021-06-21 01:02:23,937 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 7:30:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9570, loss_cls: 0.6436, loss: 0.6436, grad_norm: 7.2519 2021-06-21 01:02:35,093 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 7:30:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9547, loss_cls: 0.5889, loss: 0.5889, grad_norm: 6.9750 2021-06-21 01:02:46,237 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 7:30:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9523, loss_cls: 0.6058, loss: 0.6058, grad_norm: 7.2329 2021-06-21 01:02:57,374 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 7:30:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9523, loss_cls: 0.6406, loss: 0.6406, grad_norm: 7.5378 2021-06-21 01:03:08,508 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 7:30:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.6319, loss: 0.6319, grad_norm: 7.2045 2021-06-21 01:03:19,664 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 7:29:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8648, top5_acc: 0.9664, loss_cls: 0.5145, loss: 0.5145, grad_norm: 6.8270 2021-06-21 01:03:30,818 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 7:29:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6252, loss: 0.6252, grad_norm: 7.3454 2021-06-21 01:03:41,962 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 7:29:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9406, loss_cls: 0.6838, loss: 0.6838, grad_norm: 7.3797 2021-06-21 01:03:53,117 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 7:29:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6272, loss: 0.6272, grad_norm: 7.2570 2021-06-21 01:04:04,257 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 7:29:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9445, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.1322 2021-06-21 01:04:15,399 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 7:28:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6569, loss: 0.6569, grad_norm: 7.2747 2021-06-21 01:04:26,533 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 7:28:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9391, loss_cls: 0.7036, loss: 0.7036, grad_norm: 7.5322 2021-06-21 01:04:37,698 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 7:28:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9484, loss_cls: 0.6293, loss: 0.6293, grad_norm: 7.1872 2021-06-21 01:04:48,855 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 7:28:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7122, loss: 0.7122, grad_norm: 7.5855 2021-06-21 01:05:00,008 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 7:28:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9516, loss_cls: 0.6363, loss: 0.6363, grad_norm: 7.3857 2021-06-21 01:05:11,156 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 7:28:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9609, loss_cls: 0.5996, loss: 0.5996, grad_norm: 7.0225 2021-06-21 01:05:22,271 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 7:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9539, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.0333 2021-06-21 01:05:33,418 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 7:27:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9516, loss_cls: 0.6336, loss: 0.6336, grad_norm: 7.0997 2021-06-21 01:05:44,554 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 7:27:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9555, loss_cls: 0.6152, loss: 0.6152, grad_norm: 6.7937 2021-06-21 01:05:55,696 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 7:27:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5634, loss: 0.5634, grad_norm: 6.9305 2021-06-21 01:06:06,837 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 7:27:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6284, loss: 0.6284, grad_norm: 7.5033 2021-06-21 01:06:17,973 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 7:26:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9516, loss_cls: 0.6512, loss: 0.6512, grad_norm: 7.4293 2021-06-21 01:06:29,134 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 7:26:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9508, loss_cls: 0.6827, loss: 0.6827, grad_norm: 7.8181 2021-06-21 01:06:40,267 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 7:26:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.6256, loss: 0.6256, grad_norm: 7.3547 2021-06-21 01:06:51,396 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 7:26:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9492, loss_cls: 0.6851, loss: 0.6851, grad_norm: 7.7561 2021-06-21 01:07:02,537 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 7:26:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.3455 2021-06-21 01:07:13,702 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 7:25:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9445, loss_cls: 0.6172, loss: 0.6172, grad_norm: 6.9926 2021-06-21 01:07:24,847 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 7:25:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9492, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.1530 2021-06-21 01:07:35,988 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 7:25:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.6877, loss: 0.6877, grad_norm: 7.2880 2021-06-21 01:07:47,131 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 7:25:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9430, loss_cls: 0.6734, loss: 0.6734, grad_norm: 7.2709 2021-06-21 01:07:58,294 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 7:25:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9492, loss_cls: 0.6497, loss: 0.6497, grad_norm: 7.1044 2021-06-21 01:08:09,453 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 7:24:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9422, loss_cls: 0.6575, loss: 0.6575, grad_norm: 7.1485 2021-06-21 01:08:20,613 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 7:24:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6302, loss: 0.6302, grad_norm: 7.1588 2021-06-21 01:08:31,754 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 7:24:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.2170 2021-06-21 01:08:42,915 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 7:24:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9430, loss_cls: 0.6743, loss: 0.6743, grad_norm: 7.5358 2021-06-21 01:08:54,049 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 7:24:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.6071, loss: 0.6071, grad_norm: 7.0142 2021-06-21 01:09:05,178 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 7:23:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6133, loss: 0.6133, grad_norm: 7.0841 2021-06-21 01:09:16,318 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 7:23:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9508, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.5527 2021-06-21 01:09:27,460 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 7:23:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9445, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.5924 2021-06-21 01:09:38,612 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 7:23:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6411, loss: 0.6411, grad_norm: 7.2346 2021-06-21 01:09:49,774 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 7:23:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9547, loss_cls: 0.5906, loss: 0.5906, grad_norm: 6.9297 2021-06-21 01:10:00,938 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 7:22:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9563, loss_cls: 0.6129, loss: 0.6129, grad_norm: 7.0192 2021-06-21 01:10:12,083 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 7:22:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.2180 2021-06-21 01:10:23,239 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 7:22:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9492, loss_cls: 0.5881, loss: 0.5881, grad_norm: 6.9203 2021-06-21 01:10:34,388 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 7:22:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.2756 2021-06-21 01:10:45,533 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 7:22:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9648, loss_cls: 0.6030, loss: 0.6030, grad_norm: 7.3521 2021-06-21 01:10:56,676 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 7:22:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9453, loss_cls: 0.6151, loss: 0.6151, grad_norm: 6.7650 2021-06-21 01:11:07,814 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 7:21:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9477, loss_cls: 0.6114, loss: 0.6114, grad_norm: 7.0369 2021-06-21 01:11:18,952 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 7:21:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9578, loss_cls: 0.6303, loss: 0.6303, grad_norm: 7.1044 2021-06-21 01:11:30,102 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 7:21:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9602, loss_cls: 0.6191, loss: 0.6191, grad_norm: 7.1336 2021-06-21 01:11:41,244 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 7:21:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9453, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.3259 2021-06-21 01:11:52,390 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 7:21:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6553, loss: 0.6553, grad_norm: 7.2969 2021-06-21 01:12:03,542 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 7:20:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6174, loss: 0.6174, grad_norm: 7.1302 2021-06-21 01:12:14,675 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 7:20:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.5874, loss: 0.5874, grad_norm: 6.9676 2021-06-21 01:12:25,821 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 7:20:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9539, loss_cls: 0.5651, loss: 0.5651, grad_norm: 6.8547 2021-06-21 01:12:36,965 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 7:20:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9539, loss_cls: 0.5935, loss: 0.5935, grad_norm: 6.8288 2021-06-21 01:12:48,119 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 7:20:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6641, loss: 0.6641, grad_norm: 7.4135 2021-06-21 01:12:59,262 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 7:19:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9602, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.1994 2021-06-21 01:13:10,405 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 7:19:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9469, loss_cls: 0.6645, loss: 0.6645, grad_norm: 7.1778 2021-06-21 01:13:21,559 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 7:19:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9500, loss_cls: 0.6348, loss: 0.6348, grad_norm: 6.9750 2021-06-21 01:13:32,703 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 7:19:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6169, loss: 0.6169, grad_norm: 7.3007 2021-06-21 01:13:43,847 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 7:19:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9516, loss_cls: 0.6042, loss: 0.6042, grad_norm: 6.9063 2021-06-21 01:13:54,986 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 7:18:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.6291, loss: 0.6291, grad_norm: 7.0784 2021-06-21 01:14:06,133 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 7:18:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6073, loss: 0.6073, grad_norm: 7.0919 2021-06-21 01:14:17,265 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 7:18:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9437, loss_cls: 0.6641, loss: 0.6641, grad_norm: 7.2196 2021-06-21 01:14:28,412 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 7:18:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9563, loss_cls: 0.6044, loss: 0.6044, grad_norm: 6.9397 2021-06-21 01:14:39,562 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 7:18:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6403, loss: 0.6403, grad_norm: 7.2414 2021-06-21 01:14:50,719 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 7:17:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9422, loss_cls: 0.6587, loss: 0.6587, grad_norm: 7.3212 2021-06-21 01:15:01,882 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 7:17:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9477, loss_cls: 0.6272, loss: 0.6272, grad_norm: 7.1378 2021-06-21 01:15:13,049 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 7:17:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9555, loss_cls: 0.5694, loss: 0.5694, grad_norm: 6.8659 2021-06-21 01:15:24,199 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 7:17:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9547, loss_cls: 0.6112, loss: 0.6112, grad_norm: 7.0588 2021-06-21 01:15:35,350 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 7:17:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9437, loss_cls: 0.6682, loss: 0.6682, grad_norm: 7.3704 2021-06-21 01:15:46,500 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 7:16:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9586, loss_cls: 0.6114, loss: 0.6114, grad_norm: 6.9023 2021-06-21 01:15:57,656 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 7:16:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9375, loss_cls: 0.6962, loss: 0.6962, grad_norm: 7.3589 2021-06-21 01:16:08,802 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 7:16:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9422, loss_cls: 0.6519, loss: 0.6519, grad_norm: 7.3015 2021-06-21 01:16:19,952 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 7:16:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9398, loss_cls: 0.6502, loss: 0.6502, grad_norm: 7.3635 2021-06-21 01:16:31,093 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 7:16:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.2072 2021-06-21 01:16:42,242 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 7:15:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9602, loss_cls: 0.6022, loss: 0.6022, grad_norm: 7.4750 2021-06-21 01:16:53,392 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 7:15:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6655, loss: 0.6655, grad_norm: 7.4091 2021-06-21 01:17:04,543 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 7:15:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9453, loss_cls: 0.6671, loss: 0.6671, grad_norm: 7.4987 2021-06-21 01:17:15,700 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 7:15:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9555, loss_cls: 0.6563, loss: 0.6563, grad_norm: 7.3695 2021-06-21 01:17:26,849 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 7:15:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9609, loss_cls: 0.6067, loss: 0.6067, grad_norm: 7.2741 2021-06-21 01:17:38,001 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 7:15:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9539, loss_cls: 0.6006, loss: 0.6006, grad_norm: 7.1185 2021-06-21 01:17:49,155 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 7:14:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.6187, loss: 0.6187, grad_norm: 7.2800 2021-06-21 01:18:00,306 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 7:14:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9445, loss_cls: 0.6620, loss: 0.6620, grad_norm: 7.3716 2021-06-21 01:21:24,782 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 01:21:25,669 - mmaction - INFO - top1_acc 0.7234 top5_acc 0.9071 2021-06-21 01:21:25,669 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 01:21:25,735 - mmaction - INFO - mean_acc 0.7234 2021-06-21 01:21:25,744 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-06-21 01:21:26,681 - mmaction - INFO - Epoch(val) [88][207] top1_acc: 0.7234, top5_acc: 0.9071, mean_class_accuracy: 0.7234 2021-06-21 01:22:49,244 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 7:14:25, time: 4.125, data_time: 3.519, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9477, loss_cls: 0.6368, loss: 0.6368, grad_norm: 7.2863 2021-06-21 01:23:00,383 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 7:14:13, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6433, loss: 0.6433, grad_norm: 7.3753 2021-06-21 01:23:11,490 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 7:14:02, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9445, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.0917 2021-06-21 01:23:22,590 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 7:13:50, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9398, loss_cls: 0.6795, loss: 0.6795, grad_norm: 7.4569 2021-06-21 01:23:33,698 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 7:13:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9594, loss_cls: 0.5940, loss: 0.5940, grad_norm: 7.0954 2021-06-21 01:23:44,823 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 7:13:27, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9602, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.7238 2021-06-21 01:23:55,958 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 7:13:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.6001, loss: 0.6001, grad_norm: 7.1239 2021-06-21 01:24:07,086 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 7:13:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9563, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.4980 2021-06-21 01:24:18,225 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 7:12:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.6002, loss: 0.6002, grad_norm: 7.2664 2021-06-21 01:24:29,367 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 7:12:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.1265 2021-06-21 01:24:40,526 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 7:12:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6516, loss: 0.6516, grad_norm: 7.2161 2021-06-21 01:24:51,657 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 7:12:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6445, loss: 0.6445, grad_norm: 7.0279 2021-06-21 01:25:04,674 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 7:12:06, time: 0.649, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6312, loss: 0.6312, grad_norm: 7.1772 2021-06-21 01:25:15,937 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 7:11:54, time: 0.565, data_time: 0.004, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.6060, loss: 0.6060, grad_norm: 7.2741 2021-06-21 01:25:27,068 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 7:11:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9586, loss_cls: 0.5790, loss: 0.5790, grad_norm: 7.2035 2021-06-21 01:25:38,205 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 7:11:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6436, loss: 0.6436, grad_norm: 7.6393 2021-06-21 01:25:49,359 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 7:11:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9570, loss_cls: 0.5856, loss: 0.5856, grad_norm: 7.0257 2021-06-21 01:26:00,512 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 7:11:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6765, loss: 0.6765, grad_norm: 7.5273 2021-06-21 01:26:11,655 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 7:10:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9437, loss_cls: 0.6809, loss: 0.6809, grad_norm: 7.3780 2021-06-21 01:26:22,796 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 7:10:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9578, loss_cls: 0.6070, loss: 0.6070, grad_norm: 7.3286 2021-06-21 01:26:33,929 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 7:10:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9508, loss_cls: 0.6578, loss: 0.6578, grad_norm: 7.6621 2021-06-21 01:26:45,065 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 7:10:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9516, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.5405 2021-06-21 01:26:56,215 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 7:10:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6486, loss: 0.6486, grad_norm: 7.4699 2021-06-21 01:27:07,375 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 7:09:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.6007, loss: 0.6007, grad_norm: 7.0602 2021-06-21 01:27:18,515 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 7:09:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6511, loss: 0.6511, grad_norm: 7.2069 2021-06-21 01:27:29,661 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 7:09:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9570, loss_cls: 0.5870, loss: 0.5870, grad_norm: 7.0535 2021-06-21 01:27:40,803 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 7:09:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.6214, loss: 0.6214, grad_norm: 7.1278 2021-06-21 01:27:51,961 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 7:09:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6579, loss: 0.6579, grad_norm: 7.3824 2021-06-21 01:28:03,104 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 7:09:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6874, loss: 0.6874, grad_norm: 7.4100 2021-06-21 01:28:14,265 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 7:08:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9492, loss_cls: 0.6157, loss: 0.6157, grad_norm: 7.1187 2021-06-21 01:28:25,406 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 7:08:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.5934, loss: 0.5934, grad_norm: 7.2172 2021-06-21 01:28:36,539 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 7:08:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6241, loss: 0.6241, grad_norm: 7.1588 2021-06-21 01:28:47,693 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 7:08:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9523, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.1944 2021-06-21 01:28:58,841 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 7:08:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.0696 2021-06-21 01:29:09,990 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 7:07:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6677, loss: 0.6677, grad_norm: 7.3632 2021-06-21 01:29:21,155 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 7:07:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9539, loss_cls: 0.6533, loss: 0.6533, grad_norm: 7.2255 2021-06-21 01:29:32,315 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 7:07:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9367, loss_cls: 0.6778, loss: 0.6778, grad_norm: 7.3995 2021-06-21 01:29:43,463 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 7:07:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9539, loss_cls: 0.5699, loss: 0.5699, grad_norm: 6.8685 2021-06-21 01:29:54,612 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 7:07:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9539, loss_cls: 0.5833, loss: 0.5833, grad_norm: 6.8717 2021-06-21 01:30:05,768 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 7:06:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9570, loss_cls: 0.6273, loss: 0.6273, grad_norm: 7.2076 2021-06-21 01:30:16,887 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 7:06:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9406, loss_cls: 0.6920, loss: 0.6920, grad_norm: 7.4020 2021-06-21 01:30:28,051 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 7:06:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.6847, loss: 0.6847, grad_norm: 7.7720 2021-06-21 01:30:39,192 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 7:06:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9461, loss_cls: 0.6236, loss: 0.6236, grad_norm: 7.1219 2021-06-21 01:30:50,351 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 7:06:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9500, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.1627 2021-06-21 01:31:01,495 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 7:05:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6556, loss: 0.6556, grad_norm: 7.6305 2021-06-21 01:31:12,705 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 7:05:42, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9539, loss_cls: 0.6275, loss: 0.6275, grad_norm: 7.3876 2021-06-21 01:31:23,859 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 7:05:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9555, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.6777 2021-06-21 01:31:35,022 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 7:05:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9586, loss_cls: 0.6068, loss: 0.6068, grad_norm: 7.1046 2021-06-21 01:31:46,187 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 7:05:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6790, loss: 0.6790, grad_norm: 7.6559 2021-06-21 01:31:57,332 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 7:04:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6550, loss: 0.6550, grad_norm: 7.5358 2021-06-21 01:32:08,482 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 7:04:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9539, loss_cls: 0.5929, loss: 0.5929, grad_norm: 7.0241 2021-06-21 01:32:19,627 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 7:04:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6347, loss: 0.6347, grad_norm: 7.0502 2021-06-21 01:32:30,789 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 7:04:21, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.5989, loss: 0.5989, grad_norm: 7.1703 2021-06-21 01:32:41,937 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 7:04:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6034, loss: 0.6034, grad_norm: 7.2221 2021-06-21 01:32:53,089 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 7:03:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9523, loss_cls: 0.6764, loss: 0.6764, grad_norm: 7.4867 2021-06-21 01:33:04,265 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 7:03:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9430, loss_cls: 0.6088, loss: 0.6088, grad_norm: 6.9379 2021-06-21 01:33:15,409 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 7:03:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6433, loss: 0.6433, grad_norm: 7.0155 2021-06-21 01:33:26,561 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 7:03:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.5917, loss: 0.5917, grad_norm: 6.9146 2021-06-21 01:33:37,702 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 7:03:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9492, loss_cls: 0.6385, loss: 0.6385, grad_norm: 7.0704 2021-06-21 01:33:48,853 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 7:03:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9500, loss_cls: 0.6765, loss: 0.6765, grad_norm: 7.5245 2021-06-21 01:34:00,014 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 7:02:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9453, loss_cls: 0.6153, loss: 0.6153, grad_norm: 6.8650 2021-06-21 01:34:11,151 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 7:02:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6139, loss: 0.6139, grad_norm: 7.2617 2021-06-21 01:34:22,296 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 7:02:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9547, loss_cls: 0.6209, loss: 0.6209, grad_norm: 7.3389 2021-06-21 01:34:33,439 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 7:02:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9594, loss_cls: 0.6304, loss: 0.6304, grad_norm: 7.4313 2021-06-21 01:34:44,586 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 7:02:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6706, loss: 0.6706, grad_norm: 7.2975 2021-06-21 01:34:55,732 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 7:01:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6260, loss: 0.6260, grad_norm: 6.9824 2021-06-21 01:35:06,906 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 7:01:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9461, loss_cls: 0.6845, loss: 0.6845, grad_norm: 7.4778 2021-06-21 01:35:18,062 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 7:01:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9531, loss_cls: 0.5961, loss: 0.5961, grad_norm: 6.9294 2021-06-21 01:35:29,211 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 7:01:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9578, loss_cls: 0.5794, loss: 0.5794, grad_norm: 7.0798 2021-06-21 01:35:40,363 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 7:01:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9469, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.3679 2021-06-21 01:35:51,509 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 7:00:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6230, loss: 0.6230, grad_norm: 7.1868 2021-06-21 01:36:02,655 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 7:00:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9492, loss_cls: 0.5996, loss: 0.5996, grad_norm: 7.1568 2021-06-21 01:36:13,798 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 7:00:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9539, loss_cls: 0.6073, loss: 0.6073, grad_norm: 7.2412 2021-06-21 01:36:24,960 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 7:00:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.6508, loss: 0.6508, grad_norm: 7.2932 2021-06-21 01:36:36,115 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 7:00:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9547, loss_cls: 0.5894, loss: 0.5894, grad_norm: 6.8634 2021-06-21 01:36:47,249 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 6:59:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.6047, loss: 0.6047, grad_norm: 7.1018 2021-06-21 01:36:58,397 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 6:59:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6407, loss: 0.6407, grad_norm: 7.1665 2021-06-21 01:37:09,525 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 6:59:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9445, loss_cls: 0.6689, loss: 0.6689, grad_norm: 7.2893 2021-06-21 01:37:20,670 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 6:59:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9516, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.0729 2021-06-21 01:37:31,813 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 6:59:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9437, loss_cls: 0.6793, loss: 0.6793, grad_norm: 7.3201 2021-06-21 01:37:42,965 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 6:58:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.6219, loss: 0.6219, grad_norm: 7.3314 2021-06-21 01:37:54,137 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 6:58:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9492, loss_cls: 0.6188, loss: 0.6188, grad_norm: 7.2757 2021-06-21 01:38:05,285 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 6:58:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9453, loss_cls: 0.6528, loss: 0.6528, grad_norm: 7.2938 2021-06-21 01:38:16,435 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 6:58:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6547, loss: 0.6547, grad_norm: 7.4762 2021-06-21 01:38:27,568 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 6:58:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.7134, loss: 0.7134, grad_norm: 7.7173 2021-06-21 01:38:38,718 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 6:57:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9469, loss_cls: 0.6824, loss: 0.6824, grad_norm: 7.5801 2021-06-21 01:38:49,874 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 6:57:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9492, loss_cls: 0.6666, loss: 0.6666, grad_norm: 7.3642 2021-06-21 01:39:01,023 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 6:57:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6150, loss: 0.6150, grad_norm: 6.9389 2021-06-21 01:39:12,153 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 6:57:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6504, loss: 0.6504, grad_norm: 7.3101 2021-06-21 01:39:23,318 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 6:57:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6269, loss: 0.6269, grad_norm: 7.1244 2021-06-21 01:39:34,457 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 6:56:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6247, loss: 0.6247, grad_norm: 7.1333 2021-06-21 01:39:45,634 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 6:56:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9578, loss_cls: 0.5813, loss: 0.5813, grad_norm: 7.0798 2021-06-21 01:39:56,778 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 6:56:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9422, loss_cls: 0.6903, loss: 0.6903, grad_norm: 7.4945 2021-06-21 01:40:07,938 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 6:56:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6294, loss: 0.6294, grad_norm: 7.3719 2021-06-21 01:40:19,087 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 6:56:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9508, loss_cls: 0.6271, loss: 0.6271, grad_norm: 6.8838 2021-06-21 01:40:30,221 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 6:56:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.5389 2021-06-21 01:40:41,353 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 6:55:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6103, loss: 0.6103, grad_norm: 7.1417 2021-06-21 01:40:52,483 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 6:55:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9570, loss_cls: 0.6182, loss: 0.6182, grad_norm: 7.3363 2021-06-21 01:41:03,635 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 6:55:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9609, loss_cls: 0.6214, loss: 0.6214, grad_norm: 7.3645 2021-06-21 01:41:14,765 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 6:55:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6427, loss: 0.6427, grad_norm: 7.1677 2021-06-21 01:41:25,903 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 6:55:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6462, loss: 0.6462, grad_norm: 7.3268 2021-06-21 01:41:37,066 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 6:54:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6545, loss: 0.6545, grad_norm: 7.5842 2021-06-21 01:41:48,213 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 6:54:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9414, loss_cls: 0.6855, loss: 0.6855, grad_norm: 7.5010 2021-06-21 01:41:59,360 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 6:54:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9492, loss_cls: 0.6522, loss: 0.6522, grad_norm: 7.1541 2021-06-21 01:42:10,506 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 6:54:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9578, loss_cls: 0.6271, loss: 0.6271, grad_norm: 7.3763 2021-06-21 01:42:21,650 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 6:54:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6433, loss: 0.6433, grad_norm: 7.3163 2021-06-21 01:42:32,814 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 6:53:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5900, loss: 0.5900, grad_norm: 6.9303 2021-06-21 01:42:43,978 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 6:53:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6101, loss: 0.6101, grad_norm: 7.2370 2021-06-21 01:42:55,122 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 6:53:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9570, loss_cls: 0.6154, loss: 0.6154, grad_norm: 7.0759 2021-06-21 01:43:06,267 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 6:53:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.3151 2021-06-21 01:43:17,412 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 6:53:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6460, loss: 0.6460, grad_norm: 7.1283 2021-06-21 01:43:28,563 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 6:52:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9477, loss_cls: 0.6697, loss: 0.6697, grad_norm: 7.5582 2021-06-21 01:43:39,696 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 6:52:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9531, loss_cls: 0.5929, loss: 0.5929, grad_norm: 6.9694 2021-06-21 01:43:50,836 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 6:52:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6933, loss: 0.6933, grad_norm: 7.6426 2021-06-21 01:44:01,982 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 6:52:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9578, loss_cls: 0.6054, loss: 0.6054, grad_norm: 7.1321 2021-06-21 01:44:13,122 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 6:52:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9563, loss_cls: 0.6090, loss: 0.6090, grad_norm: 7.1126 2021-06-21 01:44:24,271 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 6:51:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6207, loss: 0.6207, grad_norm: 7.2219 2021-06-21 01:44:35,432 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 6:51:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6523, loss: 0.6523, grad_norm: 7.2493 2021-06-21 01:44:46,578 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 6:51:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6074, loss: 0.6074, grad_norm: 7.2535 2021-06-21 01:44:57,720 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 6:51:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9484, loss_cls: 0.6021, loss: 0.6021, grad_norm: 7.2135 2021-06-21 01:45:08,877 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 6:51:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9437, loss_cls: 0.6837, loss: 0.6837, grad_norm: 7.4478 2021-06-21 01:45:20,034 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 6:50:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6383, loss: 0.6383, grad_norm: 7.0037 2021-06-21 01:45:31,195 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 6:50:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9609, loss_cls: 0.6114, loss: 0.6114, grad_norm: 7.3468 2021-06-21 01:45:42,341 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 6:50:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.7005, loss: 0.7005, grad_norm: 7.4323 2021-06-21 01:45:53,498 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 6:50:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6541, loss: 0.6541, grad_norm: 7.4199 2021-06-21 01:46:04,630 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 6:50:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9398, loss_cls: 0.6799, loss: 0.6799, grad_norm: 7.5506 2021-06-21 01:46:15,779 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 6:50:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9461, loss_cls: 0.6411, loss: 0.6411, grad_norm: 7.0630 2021-06-21 01:46:26,951 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 6:49:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9531, loss_cls: 0.6124, loss: 0.6124, grad_norm: 7.0371 2021-06-21 01:46:38,096 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 6:49:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9484, loss_cls: 0.6048, loss: 0.6048, grad_norm: 6.9730 2021-06-21 01:46:49,256 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 6:49:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6625, loss: 0.6625, grad_norm: 7.1207 2021-06-21 01:47:00,412 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 6:49:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6917, loss: 0.6917, grad_norm: 7.5573 2021-06-21 01:47:11,552 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 6:49:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9477, loss_cls: 0.6811, loss: 0.6811, grad_norm: 7.4807 2021-06-21 01:47:22,692 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 6:48:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9430, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.0046 2021-06-21 01:47:33,832 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 6:48:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9547, loss_cls: 0.6031, loss: 0.6031, grad_norm: 7.0130 2021-06-21 01:47:44,976 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 6:48:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6613, loss: 0.6613, grad_norm: 7.1985 2021-06-21 01:47:56,122 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 6:48:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9500, loss_cls: 0.6545, loss: 0.6545, grad_norm: 7.3454 2021-06-21 01:48:07,280 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 6:48:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9625, loss_cls: 0.6062, loss: 0.6062, grad_norm: 7.3391 2021-06-21 01:48:18,441 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 6:47:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9508, loss_cls: 0.5984, loss: 0.5984, grad_norm: 6.7950 2021-06-21 01:48:29,601 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 6:47:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9523, loss_cls: 0.6047, loss: 0.6047, grad_norm: 7.2567 2021-06-21 01:48:40,743 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 6:47:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9414, loss_cls: 0.6927, loss: 0.6927, grad_norm: 7.6765 2021-06-21 01:48:51,890 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 6:47:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7002, loss: 0.7002, grad_norm: 7.5672 2021-06-21 01:49:03,036 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 6:47:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9570, loss_cls: 0.6043, loss: 0.6043, grad_norm: 7.1842 2021-06-21 01:49:14,173 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 6:46:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9508, loss_cls: 0.6121, loss: 0.6121, grad_norm: 7.3009 2021-06-21 01:49:25,320 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 6:46:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.7227, loss: 0.7227, grad_norm: 7.4621 2021-06-21 01:49:36,453 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 6:46:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9531, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.5896 2021-06-21 01:49:47,606 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 6:46:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9430, loss_cls: 0.6271, loss: 0.6271, grad_norm: 7.0837 2021-06-21 01:49:58,764 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 6:46:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9523, loss_cls: 0.6376, loss: 0.6376, grad_norm: 7.1468 2021-06-21 01:50:09,956 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 6:45:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6218, loss: 0.6218, grad_norm: 7.1517 2021-06-21 01:50:21,085 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 6:45:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.5977, loss: 0.5977, grad_norm: 7.0810 2021-06-21 01:50:32,230 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 6:45:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6116, loss: 0.6116, grad_norm: 6.8907 2021-06-21 01:50:43,382 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 6:45:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9625, loss_cls: 0.5784, loss: 0.5784, grad_norm: 7.1420 2021-06-21 01:50:54,541 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 6:45:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9547, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.3969 2021-06-21 01:51:05,685 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 6:44:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6475, loss: 0.6475, grad_norm: 7.5250 2021-06-21 01:51:16,847 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 6:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6616, loss: 0.6616, grad_norm: 7.5110 2021-06-21 01:51:27,991 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 6:44:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.5626, loss: 0.5626, grad_norm: 6.9084 2021-06-21 01:51:39,119 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 6:44:24, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9555, loss_cls: 0.6087, loss: 0.6087, grad_norm: 7.1921 2021-06-21 01:51:50,282 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 6:44:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9430, loss_cls: 0.6323, loss: 0.6323, grad_norm: 7.1255 2021-06-21 01:52:01,475 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 6:44:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6386, loss: 0.6386, grad_norm: 7.3375 2021-06-21 01:52:12,680 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 6:43:49, time: 0.563, data_time: 0.008, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9414, loss_cls: 0.6747, loss: 0.6747, grad_norm: 7.4362 2021-06-21 01:52:23,822 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 6:43:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6070, loss: 0.6070, grad_norm: 7.2662 2021-06-21 01:52:34,971 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 6:43:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6156, loss: 0.6156, grad_norm: 7.3745 2021-06-21 01:52:46,129 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 6:43:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9547, loss_cls: 0.6302, loss: 0.6302, grad_norm: 7.4709 2021-06-21 01:52:57,264 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 6:43:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9469, loss_cls: 0.6291, loss: 0.6291, grad_norm: 7.2095 2021-06-21 01:53:08,395 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 6:42:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6917, loss: 0.6917, grad_norm: 7.4211 2021-06-21 01:53:19,551 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 6:42:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9453, loss_cls: 0.6615, loss: 0.6615, grad_norm: 6.9973 2021-06-21 01:53:30,698 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 6:42:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9477, loss_cls: 0.6491, loss: 0.6491, grad_norm: 7.2922 2021-06-21 01:53:41,829 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 6:42:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9469, loss_cls: 0.6157, loss: 0.6157, grad_norm: 7.4079 2021-06-21 01:53:52,974 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 6:42:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9563, loss_cls: 0.6127, loss: 0.6127, grad_norm: 7.2411 2021-06-21 01:54:04,117 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 6:41:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9547, loss_cls: 0.6118, loss: 0.6118, grad_norm: 7.2562 2021-06-21 01:54:15,279 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 6:41:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9656, loss_cls: 0.5353, loss: 0.5353, grad_norm: 6.6148 2021-06-21 01:54:26,428 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 6:41:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6583, loss: 0.6583, grad_norm: 7.3017 2021-06-21 01:54:37,593 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 6:41:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9531, loss_cls: 0.6122, loss: 0.6122, grad_norm: 7.0243 2021-06-21 01:54:48,737 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 6:41:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9609, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.2946 2021-06-21 01:54:59,897 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 6:40:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6405, loss: 0.6405, grad_norm: 7.1947 2021-06-21 01:55:11,078 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 6:40:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.6238, loss: 0.6238, grad_norm: 7.3236 2021-06-21 01:55:22,225 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 6:40:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9555, loss_cls: 0.6165, loss: 0.6165, grad_norm: 7.3515 2021-06-21 01:55:33,391 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 6:40:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9445, loss_cls: 0.6514, loss: 0.6514, grad_norm: 7.3117 2021-06-21 01:55:44,534 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 6:40:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6010, loss: 0.6010, grad_norm: 6.9395 2021-06-21 01:55:55,671 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 6:39:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6576, loss: 0.6576, grad_norm: 7.5483 2021-06-21 01:56:06,816 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 6:39:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6257, loss: 0.6257, grad_norm: 7.2427 2021-06-21 01:56:17,962 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 6:39:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6266, loss: 0.6266, grad_norm: 7.2936 2021-06-21 01:56:29,114 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 6:39:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6708, loss: 0.6708, grad_norm: 7.5238 2021-06-21 01:56:40,279 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 6:39:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9563, loss_cls: 0.5795, loss: 0.5795, grad_norm: 7.0696 2021-06-21 01:56:51,424 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 6:38:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9633, loss_cls: 0.5632, loss: 0.5632, grad_norm: 6.8222 2021-06-21 01:57:02,580 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 6:38:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9398, loss_cls: 0.6856, loss: 0.6856, grad_norm: 7.4306 2021-06-21 01:57:13,729 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 6:38:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9555, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.1046 2021-06-21 01:57:24,866 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 6:38:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9523, loss_cls: 0.6597, loss: 0.6597, grad_norm: 7.6135 2021-06-21 02:00:35,809 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 02:00:36,673 - mmaction - INFO - top1_acc 0.7236 top5_acc 0.9091 2021-06-21 02:00:36,673 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 02:00:36,707 - mmaction - INFO - mean_acc 0.7235 2021-06-21 02:00:36,715 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-06-21 02:00:37,109 - mmaction - INFO - Epoch(val) [89][207] top1_acc: 0.7236, top5_acc: 0.9091, mean_class_accuracy: 0.7235 2021-06-21 02:01:58,045 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 6:38:10, time: 4.045, data_time: 3.429, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6473, loss: 0.6473, grad_norm: 7.2012 2021-06-21 02:02:09,523 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 6:37:58, time: 0.573, data_time: 0.003, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9445, loss_cls: 0.6854, loss: 0.6854, grad_norm: 7.5451 2021-06-21 02:02:20,618 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 6:37:47, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9398, loss_cls: 0.6710, loss: 0.6710, grad_norm: 7.3806 2021-06-21 02:02:31,731 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 6:37:35, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6377, loss: 0.6377, grad_norm: 7.4734 2021-06-21 02:02:42,855 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 6:37:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9563, loss_cls: 0.5990, loss: 0.5990, grad_norm: 7.1481 2021-06-21 02:02:53,972 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 6:37:12, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9531, loss_cls: 0.6510, loss: 0.6510, grad_norm: 7.6208 2021-06-21 02:03:05,111 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 6:37:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9492, loss_cls: 0.6790, loss: 0.6790, grad_norm: 7.5009 2021-06-21 02:03:16,266 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 6:36:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6792, loss: 0.6792, grad_norm: 7.3139 2021-06-21 02:03:27,407 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 6:36:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9523, loss_cls: 0.6069, loss: 0.6069, grad_norm: 7.2210 2021-06-21 02:03:38,528 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 6:36:25, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9641, loss_cls: 0.5539, loss: 0.5539, grad_norm: 6.8362 2021-06-21 02:03:49,673 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 6:36:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9523, loss_cls: 0.6238, loss: 0.6238, grad_norm: 7.0788 2021-06-21 02:04:00,810 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 6:36:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9477, loss_cls: 0.6306, loss: 0.6306, grad_norm: 7.3302 2021-06-21 02:04:11,967 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 6:35:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6344, loss: 0.6344, grad_norm: 7.3877 2021-06-21 02:04:23,116 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 6:35:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6559, loss: 0.6559, grad_norm: 7.3747 2021-06-21 02:04:34,270 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 6:35:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.0425 2021-06-21 02:04:45,408 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 6:35:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9547, loss_cls: 0.6113, loss: 0.6113, grad_norm: 7.3673 2021-06-21 02:04:56,553 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 6:35:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6172, loss: 0.6172, grad_norm: 7.2116 2021-06-21 02:05:10,094 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 6:34:53, time: 0.668, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9586, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.3703 2021-06-21 02:05:21,240 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 6:34:41, time: 0.566, data_time: 0.010, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9508, loss_cls: 0.6327, loss: 0.6327, grad_norm: 7.6087 2021-06-21 02:05:32,377 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 6:34:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9563, loss_cls: 0.6225, loss: 0.6225, grad_norm: 7.3070 2021-06-21 02:05:43,515 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 6:34:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6341, loss: 0.6341, grad_norm: 7.2546 2021-06-21 02:05:54,655 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 6:34:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.6482, loss: 0.6482, grad_norm: 7.2106 2021-06-21 02:06:05,785 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 6:33:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9531, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.2715 2021-06-21 02:06:16,927 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 6:33:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6367, loss: 0.6367, grad_norm: 7.4647 2021-06-21 02:06:28,113 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 6:33:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9516, loss_cls: 0.6323, loss: 0.6323, grad_norm: 7.3974 2021-06-21 02:06:39,246 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 6:33:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9578, loss_cls: 0.5574, loss: 0.5574, grad_norm: 6.7007 2021-06-21 02:06:50,409 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 6:33:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6716, loss: 0.6716, grad_norm: 7.2358 2021-06-21 02:07:01,564 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 6:32:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9391, loss_cls: 0.6967, loss: 0.6967, grad_norm: 7.5552 2021-06-21 02:07:12,703 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 6:32:45, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6397, loss: 0.6397, grad_norm: 7.1933 2021-06-21 02:07:23,841 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 6:32:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9633, loss_cls: 0.5554, loss: 0.5554, grad_norm: 6.9394 2021-06-21 02:07:35,049 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 6:32:22, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.5820, loss: 0.5820, grad_norm: 7.2882 2021-06-21 02:07:46,195 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 6:32:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9492, loss_cls: 0.6263, loss: 0.6263, grad_norm: 6.9621 2021-06-21 02:07:57,335 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 6:31:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.1135 2021-06-21 02:08:08,470 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 6:31:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6727, loss: 0.6727, grad_norm: 7.3170 2021-06-21 02:08:19,613 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 6:31:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9547, loss_cls: 0.6304, loss: 0.6304, grad_norm: 7.4031 2021-06-21 02:08:30,743 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 6:31:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6611, loss: 0.6611, grad_norm: 7.3673 2021-06-21 02:08:41,889 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 6:31:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.5842, loss: 0.5842, grad_norm: 7.1521 2021-06-21 02:08:53,035 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 6:31:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9516, loss_cls: 0.6150, loss: 0.6150, grad_norm: 7.1271 2021-06-21 02:09:04,177 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 6:30:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9563, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.5254 2021-06-21 02:09:15,325 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 6:30:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.6930, loss: 0.6930, grad_norm: 7.4703 2021-06-21 02:09:26,476 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 6:30:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9586, loss_cls: 0.5976, loss: 0.5976, grad_norm: 7.3543 2021-06-21 02:09:37,619 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 6:30:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9523, loss_cls: 0.5782, loss: 0.5782, grad_norm: 6.5816 2021-06-21 02:09:48,770 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 6:30:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9453, loss_cls: 0.6223, loss: 0.6223, grad_norm: 7.1775 2021-06-21 02:09:59,921 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 6:29:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.6105, loss: 0.6105, grad_norm: 7.3391 2021-06-21 02:10:11,102 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 6:29:39, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9570, loss_cls: 0.6354, loss: 0.6354, grad_norm: 7.3849 2021-06-21 02:10:22,236 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 6:29:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9609, loss_cls: 0.5829, loss: 0.5829, grad_norm: 7.1380 2021-06-21 02:10:33,393 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 6:29:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9508, loss_cls: 0.6677, loss: 0.6677, grad_norm: 7.4650 2021-06-21 02:10:44,539 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 6:29:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9398, loss_cls: 0.6489, loss: 0.6489, grad_norm: 7.2534 2021-06-21 02:10:55,692 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 6:28:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9453, loss_cls: 0.6636, loss: 0.6636, grad_norm: 7.5857 2021-06-21 02:11:06,822 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 6:28:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9594, loss_cls: 0.6089, loss: 0.6089, grad_norm: 7.1707 2021-06-21 02:11:17,965 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 6:28:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9484, loss_cls: 0.6622, loss: 0.6622, grad_norm: 7.2861 2021-06-21 02:11:29,102 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 6:28:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.2924 2021-06-21 02:11:40,240 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 6:28:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9437, loss_cls: 0.6407, loss: 0.6407, grad_norm: 7.4158 2021-06-21 02:11:51,394 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 6:27:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9508, loss_cls: 0.6567, loss: 0.6567, grad_norm: 7.2195 2021-06-21 02:12:02,542 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 6:27:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9555, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.0594 2021-06-21 02:12:13,679 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 6:27:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9453, loss_cls: 0.6304, loss: 0.6304, grad_norm: 7.0706 2021-06-21 02:12:24,826 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 6:27:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9648, loss_cls: 0.5670, loss: 0.5670, grad_norm: 6.9133 2021-06-21 02:12:35,972 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 6:27:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6830, loss: 0.6830, grad_norm: 7.6914 2021-06-21 02:12:47,123 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 6:26:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9453, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.4324 2021-06-21 02:12:58,269 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 6:26:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9531, loss_cls: 0.6802, loss: 0.6802, grad_norm: 7.5001 2021-06-21 02:13:09,438 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 6:26:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.2081 2021-06-21 02:13:20,572 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 6:26:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6573, loss: 0.6573, grad_norm: 7.4143 2021-06-21 02:13:31,704 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 6:26:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9594, loss_cls: 0.6651, loss: 0.6651, grad_norm: 7.8977 2021-06-21 02:13:42,860 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 6:25:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9578, loss_cls: 0.5836, loss: 0.5836, grad_norm: 7.0596 2021-06-21 02:13:54,010 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 6:25:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9617, loss_cls: 0.6020, loss: 0.6020, grad_norm: 7.2040 2021-06-21 02:14:05,150 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 6:25:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9531, loss_cls: 0.6000, loss: 0.6000, grad_norm: 6.9804 2021-06-21 02:14:16,292 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 6:25:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9516, loss_cls: 0.5884, loss: 0.5884, grad_norm: 6.7876 2021-06-21 02:14:27,448 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 6:25:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.2933 2021-06-21 02:14:38,585 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 6:25:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9437, loss_cls: 0.6439, loss: 0.6439, grad_norm: 7.1437 2021-06-21 02:14:49,718 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 6:24:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6136, loss: 0.6136, grad_norm: 7.0948 2021-06-21 02:15:00,914 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 6:24:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.6890, loss: 0.6890, grad_norm: 7.3907 2021-06-21 02:15:12,040 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 6:24:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9453, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.3179 2021-06-21 02:15:23,200 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 6:24:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9422, loss_cls: 0.6803, loss: 0.6803, grad_norm: 7.5106 2021-06-21 02:15:34,331 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 6:24:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9531, loss_cls: 0.5879, loss: 0.5879, grad_norm: 6.7264 2021-06-21 02:15:45,475 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 6:23:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6308, loss: 0.6308, grad_norm: 7.3522 2021-06-21 02:15:56,617 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 6:23:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6556, loss: 0.6556, grad_norm: 7.2502 2021-06-21 02:16:07,760 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 6:23:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9531, loss_cls: 0.6510, loss: 0.6510, grad_norm: 7.4557 2021-06-21 02:16:18,902 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 6:23:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.4665 2021-06-21 02:16:30,079 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 6:23:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9586, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.2230 2021-06-21 02:16:41,228 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 6:22:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9477, loss_cls: 0.6199, loss: 0.6199, grad_norm: 7.3346 2021-06-21 02:16:52,375 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 6:22:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6538, loss: 0.6538, grad_norm: 7.4801 2021-06-21 02:17:03,523 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 6:22:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9484, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.2536 2021-06-21 02:17:14,679 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 6:22:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.2314 2021-06-21 02:17:25,833 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 6:22:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6368, loss: 0.6368, grad_norm: 7.4274 2021-06-21 02:17:36,979 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 6:21:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9563, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.5196 2021-06-21 02:17:48,130 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 6:21:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6809, loss: 0.6809, grad_norm: 7.4254 2021-06-21 02:17:59,275 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 6:21:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.4302 2021-06-21 02:18:10,424 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 6:21:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9602, loss_cls: 0.5921, loss: 0.5921, grad_norm: 7.3316 2021-06-21 02:18:21,586 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 6:21:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9633, loss_cls: 0.5760, loss: 0.5760, grad_norm: 7.2907 2021-06-21 02:18:32,724 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 6:20:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9586, loss_cls: 0.5957, loss: 0.5957, grad_norm: 7.2945 2021-06-21 02:18:43,865 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 6:20:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9578, loss_cls: 0.5999, loss: 0.5999, grad_norm: 7.2302 2021-06-21 02:18:55,011 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 6:20:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6270, loss: 0.6270, grad_norm: 7.1160 2021-06-21 02:19:06,155 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 6:20:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8664, top5_acc: 0.9555, loss_cls: 0.5592, loss: 0.5592, grad_norm: 6.8375 2021-06-21 02:19:17,306 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 6:20:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9516, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.4227 2021-06-21 02:19:28,455 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 6:19:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9539, loss_cls: 0.5965, loss: 0.5965, grad_norm: 7.0311 2021-06-21 02:19:39,595 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 6:19:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6246, loss: 0.6246, grad_norm: 7.3235 2021-06-21 02:19:50,721 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 6:19:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6333, loss: 0.6333, grad_norm: 7.2407 2021-06-21 02:20:01,877 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 6:19:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9539, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.2233 2021-06-21 02:20:13,043 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 6:19:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.5836 2021-06-21 02:20:24,166 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 6:19:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9555, loss_cls: 0.5966, loss: 0.5966, grad_norm: 7.0625 2021-06-21 02:20:35,296 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 6:18:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9461, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.3201 2021-06-21 02:20:46,433 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 6:18:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.2574 2021-06-21 02:20:57,571 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 6:18:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9398, loss_cls: 0.7051, loss: 0.7051, grad_norm: 7.5868 2021-06-21 02:21:08,708 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 6:18:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9477, loss_cls: 0.6058, loss: 0.6058, grad_norm: 6.8848 2021-06-21 02:21:19,862 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 6:18:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.1723 2021-06-21 02:21:31,017 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 6:17:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.7024, loss: 0.7024, grad_norm: 7.8895 2021-06-21 02:21:42,176 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 6:17:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6216, loss: 0.6216, grad_norm: 7.1141 2021-06-21 02:21:53,346 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 6:17:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.6266, loss: 0.6266, grad_norm: 7.1669 2021-06-21 02:22:04,481 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 6:17:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.2429 2021-06-21 02:22:15,635 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 6:17:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9570, loss_cls: 0.5632, loss: 0.5632, grad_norm: 6.8609 2021-06-21 02:22:26,786 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 6:16:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9555, loss_cls: 0.5915, loss: 0.5915, grad_norm: 7.1071 2021-06-21 02:22:37,947 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 6:16:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9453, loss_cls: 0.6584, loss: 0.6584, grad_norm: 7.3056 2021-06-21 02:22:49,097 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 6:16:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6411, loss: 0.6411, grad_norm: 7.2509 2021-06-21 02:23:00,245 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 6:16:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6707, loss: 0.6707, grad_norm: 7.3778 2021-06-21 02:23:11,396 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 6:16:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9555, loss_cls: 0.5887, loss: 0.5887, grad_norm: 6.8206 2021-06-21 02:23:22,541 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 6:15:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.6393, loss: 0.6393, grad_norm: 7.2731 2021-06-21 02:23:33,670 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 6:15:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6335, loss: 0.6335, grad_norm: 7.2712 2021-06-21 02:23:44,814 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 6:15:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9383, loss_cls: 0.6792, loss: 0.6792, grad_norm: 7.3041 2021-06-21 02:23:55,937 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 6:15:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.2593 2021-06-21 02:24:07,100 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 6:15:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6171, loss: 0.6171, grad_norm: 7.2921 2021-06-21 02:24:18,240 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 6:14:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9406, loss_cls: 0.6660, loss: 0.6660, grad_norm: 7.4382 2021-06-21 02:24:29,384 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 6:14:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.6942, loss: 0.6942, grad_norm: 7.6457 2021-06-21 02:24:40,517 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 6:14:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6489, loss: 0.6489, grad_norm: 6.9989 2021-06-21 02:24:51,676 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 6:14:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9437, loss_cls: 0.6780, loss: 0.6780, grad_norm: 7.6679 2021-06-21 02:25:02,837 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 6:14:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9383, loss_cls: 0.7284, loss: 0.7284, grad_norm: 7.6816 2021-06-21 02:25:14,024 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 6:13:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.0729 2021-06-21 02:25:25,195 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 6:13:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.6193, loss: 0.6193, grad_norm: 7.1689 2021-06-21 02:25:36,333 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 6:13:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6885, loss: 0.6885, grad_norm: 7.1563 2021-06-21 02:25:47,490 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 6:13:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9477, loss_cls: 0.6564, loss: 0.6564, grad_norm: 7.3258 2021-06-21 02:25:58,621 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 6:13:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9586, loss_cls: 0.5821, loss: 0.5821, grad_norm: 7.0477 2021-06-21 02:26:09,766 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 6:13:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.4745 2021-06-21 02:26:20,904 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 6:12:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9609, loss_cls: 0.5805, loss: 0.5805, grad_norm: 7.0661 2021-06-21 02:26:32,043 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 6:12:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9391, loss_cls: 0.6537, loss: 0.6537, grad_norm: 7.0657 2021-06-21 02:26:43,184 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 6:12:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9461, loss_cls: 0.7010, loss: 0.7010, grad_norm: 7.7463 2021-06-21 02:26:54,310 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 6:12:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9469, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.1546 2021-06-21 02:27:05,463 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 6:12:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9406, loss_cls: 0.7087, loss: 0.7087, grad_norm: 7.7205 2021-06-21 02:27:16,605 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 6:11:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9437, loss_cls: 0.6316, loss: 0.6316, grad_norm: 7.4998 2021-06-21 02:27:27,762 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 6:11:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6406, loss: 0.6406, grad_norm: 7.2489 2021-06-21 02:27:38,905 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 6:11:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9570, loss_cls: 0.6118, loss: 0.6118, grad_norm: 7.1660 2021-06-21 02:27:50,045 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 6:11:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9453, loss_cls: 0.6388, loss: 0.6388, grad_norm: 7.2817 2021-06-21 02:28:01,178 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 6:11:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9547, loss_cls: 0.6392, loss: 0.6392, grad_norm: 7.3297 2021-06-21 02:28:12,325 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 6:10:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9461, loss_cls: 0.6282, loss: 0.6282, grad_norm: 7.0142 2021-06-21 02:28:23,467 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 6:10:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9437, loss_cls: 0.6700, loss: 0.6700, grad_norm: 7.3513 2021-06-21 02:28:34,599 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 6:10:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9500, loss_cls: 0.6106, loss: 0.6106, grad_norm: 7.2745 2021-06-21 02:28:45,746 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 6:10:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9398, loss_cls: 0.6951, loss: 0.6951, grad_norm: 7.4503 2021-06-21 02:28:56,908 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 6:10:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6608, loss: 0.6608, grad_norm: 7.5292 2021-06-21 02:29:08,052 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 6:09:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6616, loss: 0.6616, grad_norm: 7.5602 2021-06-21 02:29:19,194 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 6:09:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9531, loss_cls: 0.5868, loss: 0.5868, grad_norm: 6.7092 2021-06-21 02:29:30,355 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 6:09:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9594, loss_cls: 0.5954, loss: 0.5954, grad_norm: 7.1989 2021-06-21 02:29:41,501 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 6:09:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.6066, loss: 0.6066, grad_norm: 7.1068 2021-06-21 02:29:52,632 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 6:09:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9586, loss_cls: 0.5675, loss: 0.5675, grad_norm: 6.9350 2021-06-21 02:30:03,780 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 6:08:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9523, loss_cls: 0.5708, loss: 0.5708, grad_norm: 6.8806 2021-06-21 02:30:14,902 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 6:08:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9578, loss_cls: 0.6549, loss: 0.6549, grad_norm: 7.6972 2021-06-21 02:30:26,054 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 6:08:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9445, loss_cls: 0.6281, loss: 0.6281, grad_norm: 7.0873 2021-06-21 02:30:37,265 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 6:08:22, time: 0.561, data_time: 0.007, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6368, loss: 0.6368, grad_norm: 7.5527 2021-06-21 02:30:48,418 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 6:08:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9602, loss_cls: 0.5815, loss: 0.5815, grad_norm: 6.9396 2021-06-21 02:30:59,565 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 6:07:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.4438 2021-06-21 02:31:10,722 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 6:07:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6139, loss: 0.6139, grad_norm: 7.1487 2021-06-21 02:31:21,869 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 6:07:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.5791, loss: 0.5791, grad_norm: 6.9827 2021-06-21 02:31:33,035 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 6:07:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9563, loss_cls: 0.6063, loss: 0.6063, grad_norm: 6.9237 2021-06-21 02:31:44,167 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 6:07:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9539, loss_cls: 0.6008, loss: 0.6008, grad_norm: 7.1118 2021-06-21 02:31:55,312 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 6:07:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6427, loss: 0.6427, grad_norm: 7.3374 2021-06-21 02:32:06,470 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 6:06:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.3382 2021-06-21 02:32:17,609 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 6:06:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9484, loss_cls: 0.5906, loss: 0.5906, grad_norm: 6.7105 2021-06-21 02:32:28,765 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 6:06:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9508, loss_cls: 0.5852, loss: 0.5852, grad_norm: 7.0131 2021-06-21 02:32:39,906 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 6:06:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9484, loss_cls: 0.6550, loss: 0.6550, grad_norm: 7.5090 2021-06-21 02:32:51,057 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 6:06:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9547, loss_cls: 0.6389, loss: 0.6389, grad_norm: 7.1493 2021-06-21 02:33:02,207 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 6:05:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6401, loss: 0.6401, grad_norm: 7.2406 2021-06-21 02:33:13,352 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 6:05:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6294, loss: 0.6294, grad_norm: 7.2929 2021-06-21 02:33:24,489 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 6:05:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9570, loss_cls: 0.6154, loss: 0.6154, grad_norm: 7.2052 2021-06-21 02:33:35,609 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 6:05:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6859, loss: 0.6859, grad_norm: 7.5005 2021-06-21 02:33:46,749 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 6:05:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9555, loss_cls: 0.6457, loss: 0.6457, grad_norm: 7.4435 2021-06-21 02:33:57,898 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 6:04:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9539, loss_cls: 0.6437, loss: 0.6437, grad_norm: 7.3329 2021-06-21 02:34:09,039 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 6:04:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9422, loss_cls: 0.6520, loss: 0.6520, grad_norm: 7.4653 2021-06-21 02:34:20,185 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 6:04:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6203, loss: 0.6203, grad_norm: 7.3116 2021-06-21 02:34:31,313 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 6:04:18, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9547, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.3625 2021-06-21 02:34:42,463 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 6:04:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6358, loss: 0.6358, grad_norm: 7.4728 2021-06-21 02:34:53,604 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 6:03:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6129, loss: 0.6129, grad_norm: 7.4541 2021-06-21 02:35:04,770 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 6:03:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9445, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.3199 2021-06-21 02:35:15,941 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 6:03:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6693, loss: 0.6693, grad_norm: 7.3156 2021-06-21 02:35:27,115 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 6:03:20, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9477, loss_cls: 0.6318, loss: 0.6318, grad_norm: 7.4265 2021-06-21 02:35:38,267 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 6:03:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.6610, loss: 0.6610, grad_norm: 7.2906 2021-06-21 02:35:49,404 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 6:02:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6331, loss: 0.6331, grad_norm: 7.2788 2021-06-21 02:36:00,556 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 6:02:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6506, loss: 0.6506, grad_norm: 7.3192 2021-06-21 02:36:11,698 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 6:02:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9578, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.3868 2021-06-21 02:36:22,850 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 6:02:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.5587 2021-06-21 02:36:33,977 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 6:02:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6300, loss: 0.6300, grad_norm: 7.3114 2021-06-21 02:39:48,590 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 02:39:49,481 - mmaction - INFO - top1_acc 0.7264 top5_acc 0.9075 2021-06-21 02:39:49,481 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 02:39:49,535 - mmaction - INFO - mean_acc 0.7264 2021-06-21 02:39:50,706 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_90.pth. 2021-06-21 02:39:50,706 - mmaction - INFO - Best top1_acc is 0.7264 at 90 epoch. 2021-06-21 02:39:50,725 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-06-21 02:39:51,047 - mmaction - INFO - Epoch(val) [90][207] top1_acc: 0.7264, top5_acc: 0.9075, mean_class_accuracy: 0.7264 2021-06-21 02:41:06,225 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-04, eta: 6:01:55, time: 3.757, data_time: 3.139, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6397, loss: 0.6397, grad_norm: 7.2958 2021-06-21 02:41:17,377 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-04, eta: 6:01:43, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9484, loss_cls: 0.6388, loss: 0.6388, grad_norm: 7.0360 2021-06-21 02:41:28,488 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-04, eta: 6:01:31, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9469, loss_cls: 0.6322, loss: 0.6322, grad_norm: 7.1155 2021-06-21 02:41:39,600 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-04, eta: 6:01:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.5273 2021-06-21 02:41:50,722 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-04, eta: 6:01:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6255, loss: 0.6255, grad_norm: 7.1473 2021-06-21 02:42:01,853 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-04, eta: 6:00:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9523, loss_cls: 0.6107, loss: 0.6107, grad_norm: 6.9183 2021-06-21 02:42:12,976 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-04, eta: 6:00:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6270, loss: 0.6270, grad_norm: 7.0597 2021-06-21 02:42:24,107 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-04, eta: 6:00:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9609, loss_cls: 0.5804, loss: 0.5804, grad_norm: 6.9990 2021-06-21 02:42:35,251 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-04, eta: 6:00:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.5758, loss: 0.5758, grad_norm: 6.9091 2021-06-21 02:42:46,409 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-04, eta: 6:00:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8633, top5_acc: 0.9477, loss_cls: 0.5915, loss: 0.5915, grad_norm: 7.0522 2021-06-21 02:42:57,547 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-04, eta: 5:59:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9633, loss_cls: 0.5546, loss: 0.5546, grad_norm: 6.9588 2021-06-21 02:43:08,678 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-04, eta: 5:59:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9484, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.3073 2021-06-21 02:43:19,818 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-04, eta: 5:59:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6340, loss: 0.6340, grad_norm: 7.5103 2021-06-21 02:43:30,957 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-04, eta: 5:59:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9578, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.3810 2021-06-21 02:43:42,095 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-04, eta: 5:59:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9422, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.2735 2021-06-21 02:43:53,243 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-04, eta: 5:59:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9555, loss_cls: 0.6117, loss: 0.6117, grad_norm: 6.7767 2021-06-21 02:44:04,385 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-04, eta: 5:58:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.5919, loss: 0.5919, grad_norm: 6.9338 2021-06-21 02:44:15,536 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-04, eta: 5:58:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6422, loss: 0.6422, grad_norm: 7.3171 2021-06-21 02:44:26,673 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-04, eta: 5:58:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9508, loss_cls: 0.6345, loss: 0.6345, grad_norm: 7.4144 2021-06-21 02:44:37,799 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-04, eta: 5:58:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9500, loss_cls: 0.6369, loss: 0.6369, grad_norm: 7.2475 2021-06-21 02:44:48,939 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-04, eta: 5:58:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6255, loss: 0.6255, grad_norm: 7.3723 2021-06-21 02:45:00,085 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-04, eta: 5:57:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9523, loss_cls: 0.6250, loss: 0.6250, grad_norm: 7.1263 2021-06-21 02:45:12,376 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-04, eta: 5:57:39, time: 0.610, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6749, loss: 0.6749, grad_norm: 7.6919 2021-06-21 02:45:23,606 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-04, eta: 5:57:28, time: 0.567, data_time: 0.007, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.3496 2021-06-21 02:45:34,748 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-04, eta: 5:57:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9453, loss_cls: 0.6401, loss: 0.6401, grad_norm: 7.0253 2021-06-21 02:45:45,898 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-04, eta: 5:57:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9492, loss_cls: 0.6571, loss: 0.6571, grad_norm: 7.3696 2021-06-21 02:45:57,040 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-04, eta: 5:56:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9508, loss_cls: 0.5871, loss: 0.5871, grad_norm: 7.0501 2021-06-21 02:46:08,190 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-04, eta: 5:56:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9523, loss_cls: 0.6288, loss: 0.6288, grad_norm: 7.0564 2021-06-21 02:46:19,343 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-04, eta: 5:56:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5730, loss: 0.5730, grad_norm: 7.1364 2021-06-21 02:46:30,497 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-04, eta: 5:56:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.6820, loss: 0.6820, grad_norm: 7.3793 2021-06-21 02:46:41,642 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-04, eta: 5:56:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6287, loss: 0.6287, grad_norm: 7.2603 2021-06-21 02:46:52,793 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-04, eta: 5:55:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9578, loss_cls: 0.5716, loss: 0.5716, grad_norm: 7.1388 2021-06-21 02:47:03,947 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-04, eta: 5:55:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6327, loss: 0.6327, grad_norm: 7.3985 2021-06-21 02:47:15,101 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-04, eta: 5:55:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9469, loss_cls: 0.6398, loss: 0.6398, grad_norm: 7.1236 2021-06-21 02:47:26,256 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-04, eta: 5:55:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6695, loss: 0.6695, grad_norm: 7.5034 2021-06-21 02:47:37,405 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-04, eta: 5:55:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.6509, loss: 0.6509, grad_norm: 7.6004 2021-06-21 02:47:48,533 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-04, eta: 5:54:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9367, loss_cls: 0.6975, loss: 0.6975, grad_norm: 7.5166 2021-06-21 02:47:59,675 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-04, eta: 5:54:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6024, loss: 0.6024, grad_norm: 7.1130 2021-06-21 02:48:10,819 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-04, eta: 5:54:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9570, loss_cls: 0.6304, loss: 0.6304, grad_norm: 7.3092 2021-06-21 02:48:21,947 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-04, eta: 5:54:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6021, loss: 0.6021, grad_norm: 7.1493 2021-06-21 02:48:33,117 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-04, eta: 5:54:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9586, loss_cls: 0.5764, loss: 0.5764, grad_norm: 7.0273 2021-06-21 02:48:44,244 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-04, eta: 5:53:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9570, loss_cls: 0.5882, loss: 0.5882, grad_norm: 7.0791 2021-06-21 02:48:55,367 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-04, eta: 5:53:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6332, loss: 0.6332, grad_norm: 7.2850 2021-06-21 02:49:06,529 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-04, eta: 5:53:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9445, loss_cls: 0.6443, loss: 0.6443, grad_norm: 7.5756 2021-06-21 02:49:17,675 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-04, eta: 5:53:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.4025 2021-06-21 02:49:28,819 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-04, eta: 5:53:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9523, loss_cls: 0.5787, loss: 0.5787, grad_norm: 6.8211 2021-06-21 02:49:39,944 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-04, eta: 5:53:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5528, loss: 0.5528, grad_norm: 6.6655 2021-06-21 02:49:51,088 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-04, eta: 5:52:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9625, loss_cls: 0.5639, loss: 0.5639, grad_norm: 6.8248 2021-06-21 02:50:02,235 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-04, eta: 5:52:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6928, loss: 0.6928, grad_norm: 7.4576 2021-06-21 02:50:13,402 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-04, eta: 5:52:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9492, loss_cls: 0.6489, loss: 0.6489, grad_norm: 7.5213 2021-06-21 02:50:24,552 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-04, eta: 5:52:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.2823 2021-06-21 02:50:35,696 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-04, eta: 5:52:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6252, loss: 0.6252, grad_norm: 7.1666 2021-06-21 02:50:46,851 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-04, eta: 5:51:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9523, loss_cls: 0.6582, loss: 0.6582, grad_norm: 7.4542 2021-06-21 02:50:57,985 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-04, eta: 5:51:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9594, loss_cls: 0.5881, loss: 0.5881, grad_norm: 7.0600 2021-06-21 02:51:09,156 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-04, eta: 5:51:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6266, loss: 0.6266, grad_norm: 7.1995 2021-06-21 02:51:20,289 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-04, eta: 5:51:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9367, loss_cls: 0.6965, loss: 0.6965, grad_norm: 7.3743 2021-06-21 02:51:31,430 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-04, eta: 5:51:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9461, loss_cls: 0.6481, loss: 0.6481, grad_norm: 7.1885 2021-06-21 02:51:42,569 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-04, eta: 5:50:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9523, loss_cls: 0.5986, loss: 0.5986, grad_norm: 7.1900 2021-06-21 02:51:53,710 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-04, eta: 5:50:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9516, loss_cls: 0.5906, loss: 0.5906, grad_norm: 6.8035 2021-06-21 02:52:04,882 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-04, eta: 5:50:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6330, loss: 0.6330, grad_norm: 7.2867 2021-06-21 02:52:15,978 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-04, eta: 5:50:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.2426 2021-06-21 02:52:27,132 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-04, eta: 5:50:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9531, loss_cls: 0.5922, loss: 0.5922, grad_norm: 6.9903 2021-06-21 02:52:38,274 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-04, eta: 5:49:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9516, loss_cls: 0.6463, loss: 0.6463, grad_norm: 7.3903 2021-06-21 02:52:49,410 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-04, eta: 5:49:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9516, loss_cls: 0.5935, loss: 0.5935, grad_norm: 7.0449 2021-06-21 02:53:00,552 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-04, eta: 5:49:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9469, loss_cls: 0.6174, loss: 0.6174, grad_norm: 7.1734 2021-06-21 02:53:11,714 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-04, eta: 5:49:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9539, loss_cls: 0.6153, loss: 0.6153, grad_norm: 7.3542 2021-06-21 02:53:22,856 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-04, eta: 5:49:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9531, loss_cls: 0.6139, loss: 0.6139, grad_norm: 7.1917 2021-06-21 02:53:34,009 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-04, eta: 5:48:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.6315, loss: 0.6315, grad_norm: 7.3694 2021-06-21 02:53:45,161 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-04, eta: 5:48:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9484, loss_cls: 0.6158, loss: 0.6158, grad_norm: 7.0046 2021-06-21 02:53:56,325 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-04, eta: 5:48:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9586, loss_cls: 0.6141, loss: 0.6141, grad_norm: 7.3950 2021-06-21 02:54:07,476 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-04, eta: 5:48:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6430, loss: 0.6430, grad_norm: 7.5334 2021-06-21 02:54:18,607 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-04, eta: 5:48:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9508, loss_cls: 0.6482, loss: 0.6482, grad_norm: 7.5790 2021-06-21 02:54:29,755 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-04, eta: 5:47:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9586, loss_cls: 0.6184, loss: 0.6184, grad_norm: 7.2788 2021-06-21 02:54:40,896 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-04, eta: 5:47:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6600, loss: 0.6600, grad_norm: 7.5582 2021-06-21 02:54:52,044 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-04, eta: 5:47:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6537, loss: 0.6537, grad_norm: 7.4375 2021-06-21 02:55:03,193 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-04, eta: 5:47:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9555, loss_cls: 0.6189, loss: 0.6189, grad_norm: 7.2379 2021-06-21 02:55:14,345 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-04, eta: 5:47:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6270, loss: 0.6270, grad_norm: 7.1063 2021-06-21 02:55:25,482 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-04, eta: 5:47:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6618, loss: 0.6618, grad_norm: 7.5440 2021-06-21 02:55:36,634 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-04, eta: 5:46:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6292, loss: 0.6292, grad_norm: 7.2406 2021-06-21 02:55:47,766 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-04, eta: 5:46:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9516, loss_cls: 0.6048, loss: 0.6048, grad_norm: 7.1163 2021-06-21 02:55:58,880 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-04, eta: 5:46:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9469, loss_cls: 0.6198, loss: 0.6198, grad_norm: 7.3168 2021-06-21 02:56:10,029 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-04, eta: 5:46:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9547, loss_cls: 0.6068, loss: 0.6068, grad_norm: 7.3204 2021-06-21 02:56:21,151 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-04, eta: 5:46:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9578, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.2433 2021-06-21 02:56:32,301 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-04, eta: 5:45:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8648, top5_acc: 0.9563, loss_cls: 0.5573, loss: 0.5573, grad_norm: 6.7549 2021-06-21 02:56:43,460 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-04, eta: 5:45:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6234, loss: 0.6234, grad_norm: 7.3048 2021-06-21 02:56:54,603 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-04, eta: 5:45:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6519, loss: 0.6519, grad_norm: 7.2811 2021-06-21 02:57:05,796 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-04, eta: 5:45:16, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9594, loss_cls: 0.5780, loss: 0.5780, grad_norm: 7.0850 2021-06-21 02:57:16,953 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-04, eta: 5:45:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9602, loss_cls: 0.5860, loss: 0.5860, grad_norm: 7.0827 2021-06-21 02:57:28,110 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-04, eta: 5:44:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9563, loss_cls: 0.6128, loss: 0.6128, grad_norm: 7.0872 2021-06-21 02:57:39,243 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-04, eta: 5:44:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6514, loss: 0.6514, grad_norm: 7.5005 2021-06-21 02:57:50,375 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-04, eta: 5:44:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9383, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.1313 2021-06-21 02:58:01,522 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-04, eta: 5:44:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9539, loss_cls: 0.6044, loss: 0.6044, grad_norm: 6.8217 2021-06-21 02:58:12,763 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-04, eta: 5:44:07, time: 0.563, data_time: 0.008, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9570, loss_cls: 0.6219, loss: 0.6219, grad_norm: 7.1015 2021-06-21 02:58:23,926 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-04, eta: 5:43:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6329, loss: 0.6329, grad_norm: 7.1035 2021-06-21 02:58:35,085 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-04, eta: 5:43:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5818, loss: 0.5818, grad_norm: 7.0219 2021-06-21 02:58:46,234 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-04, eta: 5:43:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.5997, loss: 0.5997, grad_norm: 7.1765 2021-06-21 02:58:57,382 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-04, eta: 5:43:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9586, loss_cls: 0.6183, loss: 0.6183, grad_norm: 7.3940 2021-06-21 02:59:08,505 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-04, eta: 5:43:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6377, loss: 0.6377, grad_norm: 7.1691 2021-06-21 02:59:19,629 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-04, eta: 5:42:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9523, loss_cls: 0.6143, loss: 0.6143, grad_norm: 7.1086 2021-06-21 02:59:30,788 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-04, eta: 5:42:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.0768 2021-06-21 02:59:41,904 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-04, eta: 5:42:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6508, loss: 0.6508, grad_norm: 7.6962 2021-06-21 02:59:53,043 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-04, eta: 5:42:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6401, loss: 0.6401, grad_norm: 7.5305 2021-06-21 03:00:04,180 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-04, eta: 5:42:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6461, loss: 0.6461, grad_norm: 7.2587 2021-06-21 03:00:15,324 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-04, eta: 5:41:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9578, loss_cls: 0.6177, loss: 0.6177, grad_norm: 7.2056 2021-06-21 03:00:26,480 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-04, eta: 5:41:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9563, loss_cls: 0.6309, loss: 0.6309, grad_norm: 7.0797 2021-06-21 03:00:37,619 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-04, eta: 5:41:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6530, loss: 0.6530, grad_norm: 7.4346 2021-06-21 03:00:48,772 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-04, eta: 5:41:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9437, loss_cls: 0.6517, loss: 0.6517, grad_norm: 7.3639 2021-06-21 03:00:59,925 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-04, eta: 5:41:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9555, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.4092 2021-06-21 03:01:11,065 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-04, eta: 5:41:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9500, loss_cls: 0.6382, loss: 0.6382, grad_norm: 7.4877 2021-06-21 03:01:22,182 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-04, eta: 5:40:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9508, loss_cls: 0.6207, loss: 0.6207, grad_norm: 7.1794 2021-06-21 03:01:33,319 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-04, eta: 5:40:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6138, loss: 0.6138, grad_norm: 7.1846 2021-06-21 03:01:44,484 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-04, eta: 5:40:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9531, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.3548 2021-06-21 03:01:55,628 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-04, eta: 5:40:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9484, loss_cls: 0.5953, loss: 0.5953, grad_norm: 6.9901 2021-06-21 03:02:06,758 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-04, eta: 5:40:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9492, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.3039 2021-06-21 03:02:17,883 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-04, eta: 5:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9523, loss_cls: 0.6428, loss: 0.6428, grad_norm: 7.3772 2021-06-21 03:02:29,019 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-04, eta: 5:39:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9602, loss_cls: 0.5838, loss: 0.5838, grad_norm: 6.9035 2021-06-21 03:02:40,165 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-04, eta: 5:39:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6545, loss: 0.6545, grad_norm: 7.4332 2021-06-21 03:02:51,331 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-04, eta: 5:39:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9539, loss_cls: 0.6016, loss: 0.6016, grad_norm: 7.2430 2021-06-21 03:03:02,486 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-04, eta: 5:39:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6306, loss: 0.6306, grad_norm: 7.0930 2021-06-21 03:03:13,642 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-04, eta: 5:38:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9469, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.3702 2021-06-21 03:03:24,771 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-04, eta: 5:38:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.2309 2021-06-21 03:03:35,929 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-04, eta: 5:38:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.5873, loss: 0.5873, grad_norm: 6.8837 2021-06-21 03:03:47,065 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-04, eta: 5:38:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9539, loss_cls: 0.6742, loss: 0.6742, grad_norm: 7.6991 2021-06-21 03:03:58,206 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-04, eta: 5:38:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6168, loss: 0.6168, grad_norm: 7.2856 2021-06-21 03:04:09,355 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-04, eta: 5:37:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9586, loss_cls: 0.6131, loss: 0.6131, grad_norm: 7.2467 2021-06-21 03:04:20,501 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-04, eta: 5:37:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.5865 2021-06-21 03:04:31,642 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-04, eta: 5:37:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9430, loss_cls: 0.6590, loss: 0.6590, grad_norm: 7.5061 2021-06-21 03:04:42,791 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-04, eta: 5:37:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9555, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.0628 2021-06-21 03:04:53,944 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-04, eta: 5:37:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9523, loss_cls: 0.5949, loss: 0.5949, grad_norm: 7.1427 2021-06-21 03:05:05,097 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-04, eta: 5:36:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9422, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.2984 2021-06-21 03:05:16,231 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-04, eta: 5:36:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9445, loss_cls: 0.6125, loss: 0.6125, grad_norm: 6.9925 2021-06-21 03:05:27,374 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-04, eta: 5:36:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7323, loss: 0.7323, grad_norm: 7.5887 2021-06-21 03:05:38,537 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-04, eta: 5:36:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.2863 2021-06-21 03:05:49,683 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-04, eta: 5:36:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6119, loss: 0.6119, grad_norm: 7.0901 2021-06-21 03:06:00,798 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-04, eta: 5:35:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9570, loss_cls: 0.5970, loss: 0.5970, grad_norm: 7.1284 2021-06-21 03:06:11,959 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-04, eta: 5:35:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.1104 2021-06-21 03:06:23,100 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-04, eta: 5:35:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9406, loss_cls: 0.6459, loss: 0.6459, grad_norm: 7.7185 2021-06-21 03:06:34,280 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-04, eta: 5:35:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9484, loss_cls: 0.6691, loss: 0.6691, grad_norm: 7.3564 2021-06-21 03:06:45,506 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-04, eta: 5:35:13, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9570, loss_cls: 0.5799, loss: 0.5799, grad_norm: 6.9701 2021-06-21 03:06:56,599 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-04, eta: 5:35:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9500, loss_cls: 0.6086, loss: 0.6086, grad_norm: 7.3322 2021-06-21 03:07:07,743 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-04, eta: 5:34:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9523, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.2486 2021-06-21 03:07:18,858 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-04, eta: 5:34:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6356, loss: 0.6356, grad_norm: 7.1032 2021-06-21 03:07:30,009 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-04, eta: 5:34:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9492, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.0788 2021-06-21 03:07:41,161 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-04, eta: 5:34:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9516, loss_cls: 0.6498, loss: 0.6498, grad_norm: 7.4176 2021-06-21 03:07:52,299 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-04, eta: 5:34:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6507, loss: 0.6507, grad_norm: 7.2126 2021-06-21 03:08:03,439 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-04, eta: 5:33:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9531, loss_cls: 0.6094, loss: 0.6094, grad_norm: 7.1233 2021-06-21 03:08:14,575 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-04, eta: 5:33:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9516, loss_cls: 0.6873, loss: 0.6873, grad_norm: 7.8117 2021-06-21 03:08:25,725 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-04, eta: 5:33:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.6814, loss: 0.6814, grad_norm: 7.4992 2021-06-21 03:08:36,869 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-04, eta: 5:33:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6183, loss: 0.6183, grad_norm: 7.3523 2021-06-21 03:08:48,012 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-04, eta: 5:33:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9547, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.4858 2021-06-21 03:08:59,150 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-04, eta: 5:32:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9594, loss_cls: 0.5960, loss: 0.5960, grad_norm: 7.0807 2021-06-21 03:09:10,246 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-04, eta: 5:32:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9383, loss_cls: 0.7351, loss: 0.7351, grad_norm: 7.6646 2021-06-21 03:09:21,383 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-04, eta: 5:32:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.6124, loss: 0.6124, grad_norm: 7.3067 2021-06-21 03:09:32,520 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-04, eta: 5:32:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9430, loss_cls: 0.6608, loss: 0.6608, grad_norm: 7.1606 2021-06-21 03:09:43,670 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-04, eta: 5:32:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9445, loss_cls: 0.6571, loss: 0.6571, grad_norm: 7.4437 2021-06-21 03:09:54,813 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-04, eta: 5:31:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6709, loss: 0.6709, grad_norm: 7.3664 2021-06-21 03:10:05,967 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-04, eta: 5:31:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9492, loss_cls: 0.6323, loss: 0.6323, grad_norm: 7.0751 2021-06-21 03:10:17,118 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-04, eta: 5:31:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9555, loss_cls: 0.5985, loss: 0.5985, grad_norm: 7.2985 2021-06-21 03:10:28,282 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-04, eta: 5:31:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.6753, loss: 0.6753, grad_norm: 7.7616 2021-06-21 03:10:39,396 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-04, eta: 5:31:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.6215 2021-06-21 03:10:50,543 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-04, eta: 5:30:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.1772 2021-06-21 03:11:01,689 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-04, eta: 5:30:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9578, loss_cls: 0.5846, loss: 0.5846, grad_norm: 6.9837 2021-06-21 03:11:12,850 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-04, eta: 5:30:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6277, loss: 0.6277, grad_norm: 7.4392 2021-06-21 03:11:23,998 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-04, eta: 5:30:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9539, loss_cls: 0.6045, loss: 0.6045, grad_norm: 6.8459 2021-06-21 03:11:35,137 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-04, eta: 5:30:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9477, loss_cls: 0.6252, loss: 0.6252, grad_norm: 7.2319 2021-06-21 03:11:46,273 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-04, eta: 5:29:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9477, loss_cls: 0.6282, loss: 0.6282, grad_norm: 7.3128 2021-06-21 03:11:57,435 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-04, eta: 5:29:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.5992, loss: 0.5992, grad_norm: 7.0995 2021-06-21 03:12:08,581 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-04, eta: 5:29:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.4903 2021-06-21 03:12:19,700 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-04, eta: 5:29:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9648, loss_cls: 0.5928, loss: 0.5928, grad_norm: 7.1698 2021-06-21 03:12:30,832 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-04, eta: 5:29:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9539, loss_cls: 0.6427, loss: 0.6427, grad_norm: 7.2924 2021-06-21 03:12:41,993 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-04, eta: 5:29:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9469, loss_cls: 0.6213, loss: 0.6213, grad_norm: 7.3708 2021-06-21 03:12:53,128 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-04, eta: 5:28:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6405, loss: 0.6405, grad_norm: 7.1732 2021-06-21 03:13:04,280 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-04, eta: 5:28:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9391, loss_cls: 0.6762, loss: 0.6762, grad_norm: 7.4265 2021-06-21 03:13:15,413 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-04, eta: 5:28:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9539, loss_cls: 0.6661, loss: 0.6661, grad_norm: 7.4913 2021-06-21 03:13:26,555 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-04, eta: 5:28:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9430, loss_cls: 0.6727, loss: 0.6727, grad_norm: 7.3802 2021-06-21 03:13:37,712 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-04, eta: 5:28:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6530, loss: 0.6530, grad_norm: 7.3842 2021-06-21 03:13:48,874 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-04, eta: 5:27:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9563, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.4393 2021-06-21 03:14:00,023 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-04, eta: 5:27:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9492, loss_cls: 0.6145, loss: 0.6145, grad_norm: 7.1167 2021-06-21 03:14:11,157 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-04, eta: 5:27:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9492, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.4558 2021-06-21 03:14:22,280 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-04, eta: 5:27:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.4391 2021-06-21 03:14:33,459 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-04, eta: 5:27:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.7034, loss: 0.7034, grad_norm: 7.6618 2021-06-21 03:14:44,603 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-04, eta: 5:26:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6556, loss: 0.6556, grad_norm: 7.3559 2021-06-21 03:14:55,776 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-04, eta: 5:26:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9523, loss_cls: 0.6289, loss: 0.6289, grad_norm: 7.5682 2021-06-21 03:15:06,943 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-04, eta: 5:26:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9516, loss_cls: 0.6295, loss: 0.6295, grad_norm: 7.3077 2021-06-21 03:15:18,075 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-04, eta: 5:26:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9477, loss_cls: 0.6310, loss: 0.6310, grad_norm: 7.3711 2021-06-21 03:15:29,229 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-04, eta: 5:26:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.2407 2021-06-21 03:15:40,374 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-04, eta: 5:25:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9648, loss_cls: 0.5552, loss: 0.5552, grad_norm: 7.2707 2021-06-21 03:18:53,737 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 03:18:54,689 - mmaction - INFO - top1_acc 0.7272 top5_acc 0.9070 2021-06-21 03:18:54,690 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 03:18:54,751 - mmaction - INFO - mean_acc 0.7271 2021-06-21 03:18:55,133 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_91.pth. 2021-06-21 03:18:55,134 - mmaction - INFO - Best top1_acc is 0.7272 at 91 epoch. 2021-06-21 03:18:55,152 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-06-21 03:18:55,578 - mmaction - INFO - Epoch(val) [91][207] top1_acc: 0.7272, top5_acc: 0.9070, mean_class_accuracy: 0.7271 2021-06-21 03:20:10,698 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-04, eta: 5:25:40, time: 3.753, data_time: 3.134, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6290, loss: 0.6290, grad_norm: 6.9571 2021-06-21 03:20:21,828 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-04, eta: 5:25:28, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6637, loss: 0.6637, grad_norm: 7.5824 2021-06-21 03:20:32,940 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-04, eta: 5:25:16, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9445, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.1285 2021-06-21 03:20:44,055 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-04, eta: 5:25:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9523, loss_cls: 0.6059, loss: 0.6059, grad_norm: 7.2332 2021-06-21 03:20:55,167 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-04, eta: 5:24:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9469, loss_cls: 0.6209, loss: 0.6209, grad_norm: 7.0875 2021-06-21 03:21:06,334 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-04, eta: 5:24:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6305, loss: 0.6305, grad_norm: 7.4308 2021-06-21 03:21:17,424 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-04, eta: 5:24:30, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.5779, loss: 0.5779, grad_norm: 7.0571 2021-06-21 03:21:28,531 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-04, eta: 5:24:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9563, loss_cls: 0.6162, loss: 0.6162, grad_norm: 7.1947 2021-06-21 03:21:39,651 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-04, eta: 5:24:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9547, loss_cls: 0.5970, loss: 0.5970, grad_norm: 7.0105 2021-06-21 03:21:50,769 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-04, eta: 5:23:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9453, loss_cls: 0.6475, loss: 0.6475, grad_norm: 7.2140 2021-06-21 03:22:01,902 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-04, eta: 5:23:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9531, loss_cls: 0.6504, loss: 0.6504, grad_norm: 7.0875 2021-06-21 03:22:13,053 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-04, eta: 5:23:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6738, loss: 0.6738, grad_norm: 7.3770 2021-06-21 03:22:24,199 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-04, eta: 5:23:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6345, loss: 0.6345, grad_norm: 7.2475 2021-06-21 03:22:35,325 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-04, eta: 5:23:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9500, loss_cls: 0.6557, loss: 0.6557, grad_norm: 7.3317 2021-06-21 03:22:46,470 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-04, eta: 5:22:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9547, loss_cls: 0.5945, loss: 0.5945, grad_norm: 6.9245 2021-06-21 03:22:57,622 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-04, eta: 5:22:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9602, loss_cls: 0.5663, loss: 0.5663, grad_norm: 6.9663 2021-06-21 03:23:08,775 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-04, eta: 5:22:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6428, loss: 0.6428, grad_norm: 7.3585 2021-06-21 03:23:19,917 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-04, eta: 5:22:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9500, loss_cls: 0.5879, loss: 0.5879, grad_norm: 6.6962 2021-06-21 03:23:31,074 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-04, eta: 5:22:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9430, loss_cls: 0.6535, loss: 0.6535, grad_norm: 7.0340 2021-06-21 03:23:42,212 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-04, eta: 5:21:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9500, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.4408 2021-06-21 03:23:53,368 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-04, eta: 5:21:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9469, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.1561 2021-06-21 03:24:04,512 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-04, eta: 5:21:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9570, loss_cls: 0.5700, loss: 0.5700, grad_norm: 6.8571 2021-06-21 03:24:15,613 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-04, eta: 5:21:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6127, loss: 0.6127, grad_norm: 7.4093 2021-06-21 03:24:26,749 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-04, eta: 5:21:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9570, loss_cls: 0.5653, loss: 0.5653, grad_norm: 6.9624 2021-06-21 03:24:37,885 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-04, eta: 5:21:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6000, loss: 0.6000, grad_norm: 7.0666 2021-06-21 03:24:49,032 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-04, eta: 5:20:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9570, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.4025 2021-06-21 03:25:00,181 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-04, eta: 5:20:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.1596 2021-06-21 03:25:11,336 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-04, eta: 5:20:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9539, loss_cls: 0.5862, loss: 0.5862, grad_norm: 7.2475 2021-06-21 03:25:22,456 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-04, eta: 5:20:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9406, loss_cls: 0.6624, loss: 0.6624, grad_norm: 7.4280 2021-06-21 03:25:33,605 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-04, eta: 5:20:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.6061, loss: 0.6061, grad_norm: 7.1887 2021-06-21 03:25:44,758 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-04, eta: 5:19:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9523, loss_cls: 0.5958, loss: 0.5958, grad_norm: 6.8696 2021-06-21 03:25:55,908 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-04, eta: 5:19:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6623, loss: 0.6623, grad_norm: 7.2707 2021-06-21 03:26:07,056 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-04, eta: 5:19:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5907, loss: 0.5907, grad_norm: 6.9062 2021-06-21 03:26:18,181 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-04, eta: 5:19:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.5773, loss: 0.5773, grad_norm: 7.0725 2021-06-21 03:26:29,291 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-04, eta: 5:19:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9594, loss_cls: 0.5842, loss: 0.5842, grad_norm: 7.2073 2021-06-21 03:26:40,437 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-04, eta: 5:18:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6015, loss: 0.6015, grad_norm: 7.1863 2021-06-21 03:26:51,568 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-04, eta: 5:18:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.5862, loss: 0.5862, grad_norm: 7.2127 2021-06-21 03:27:02,720 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-04, eta: 5:18:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9484, loss_cls: 0.6223, loss: 0.6223, grad_norm: 7.2327 2021-06-21 03:27:13,871 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-04, eta: 5:18:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.2222 2021-06-21 03:27:25,009 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-04, eta: 5:18:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9516, loss_cls: 0.6387, loss: 0.6387, grad_norm: 7.2198 2021-06-21 03:27:36,138 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-04, eta: 5:17:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9516, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.2283 2021-06-21 03:27:47,279 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-04, eta: 5:17:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9516, loss_cls: 0.5988, loss: 0.5988, grad_norm: 7.1188 2021-06-21 03:27:58,440 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-04, eta: 5:17:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6522, loss: 0.6522, grad_norm: 7.3501 2021-06-21 03:28:09,557 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-04, eta: 5:17:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6105, loss: 0.6105, grad_norm: 7.3000 2021-06-21 03:28:20,668 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-04, eta: 5:17:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9555, loss_cls: 0.5862, loss: 0.5862, grad_norm: 6.9179 2021-06-21 03:28:31,783 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-04, eta: 5:16:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6998, loss: 0.6998, grad_norm: 7.7007 2021-06-21 03:28:42,911 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-04, eta: 5:16:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9594, loss_cls: 0.6112, loss: 0.6112, grad_norm: 7.2738 2021-06-21 03:28:54,049 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-04, eta: 5:16:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9523, loss_cls: 0.5998, loss: 0.5998, grad_norm: 7.0229 2021-06-21 03:29:05,175 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-04, eta: 5:16:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9563, loss_cls: 0.6001, loss: 0.6001, grad_norm: 7.0887 2021-06-21 03:29:16,315 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-04, eta: 5:16:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6565, loss: 0.6565, grad_norm: 7.3660 2021-06-21 03:29:27,452 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-04, eta: 5:15:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.1097 2021-06-21 03:29:38,579 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-04, eta: 5:15:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9523, loss_cls: 0.6467, loss: 0.6467, grad_norm: 7.6048 2021-06-21 03:29:49,743 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-04, eta: 5:15:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9461, loss_cls: 0.6520, loss: 0.6520, grad_norm: 7.3627 2021-06-21 03:30:00,857 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-04, eta: 5:15:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9453, loss_cls: 0.6623, loss: 0.6623, grad_norm: 7.4701 2021-06-21 03:30:12,035 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-04, eta: 5:15:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9484, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.6106 2021-06-21 03:30:23,173 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-04, eta: 5:15:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9484, loss_cls: 0.6748, loss: 0.6748, grad_norm: 7.8493 2021-06-21 03:30:34,299 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-04, eta: 5:14:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9531, loss_cls: 0.6661, loss: 0.6661, grad_norm: 7.7183 2021-06-21 03:30:45,458 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-04, eta: 5:14:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9570, loss_cls: 0.6179, loss: 0.6179, grad_norm: 7.5847 2021-06-21 03:30:56,588 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-04, eta: 5:14:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.6616, loss: 0.6616, grad_norm: 7.5848 2021-06-21 03:31:07,749 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-04, eta: 5:14:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9609, loss_cls: 0.5649, loss: 0.5649, grad_norm: 6.6919 2021-06-21 03:31:18,878 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-04, eta: 5:14:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9555, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.1232 2021-06-21 03:31:30,029 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-04, eta: 5:13:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6755, loss: 0.6755, grad_norm: 7.4555 2021-06-21 03:31:41,171 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-04, eta: 5:13:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9391, loss_cls: 0.6602, loss: 0.6602, grad_norm: 7.2381 2021-06-21 03:31:52,296 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-04, eta: 5:13:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9563, loss_cls: 0.6449, loss: 0.6449, grad_norm: 7.3453 2021-06-21 03:32:03,420 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-04, eta: 5:13:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9523, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.3502 2021-06-21 03:32:14,555 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-04, eta: 5:13:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.5925, loss: 0.5925, grad_norm: 7.1389 2021-06-21 03:32:25,701 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-04, eta: 5:12:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6702, loss: 0.6702, grad_norm: 7.6321 2021-06-21 03:32:36,848 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-04, eta: 5:12:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9477, loss_cls: 0.6663, loss: 0.6663, grad_norm: 7.7345 2021-06-21 03:32:47,984 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-04, eta: 5:12:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9539, loss_cls: 0.5666, loss: 0.5666, grad_norm: 6.8890 2021-06-21 03:32:59,137 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-04, eta: 5:12:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9539, loss_cls: 0.5873, loss: 0.5873, grad_norm: 7.1358 2021-06-21 03:33:10,279 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-04, eta: 5:12:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.0674 2021-06-21 03:33:21,418 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-04, eta: 5:11:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8625, top5_acc: 0.9609, loss_cls: 0.5803, loss: 0.5803, grad_norm: 7.1710 2021-06-21 03:33:32,550 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-04, eta: 5:11:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.5670 2021-06-21 03:33:43,688 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-04, eta: 5:11:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9656, loss_cls: 0.6049, loss: 0.6049, grad_norm: 7.2726 2021-06-21 03:33:54,842 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-04, eta: 5:11:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9492, loss_cls: 0.6523, loss: 0.6523, grad_norm: 7.3636 2021-06-21 03:34:05,993 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-04, eta: 5:11:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9508, loss_cls: 0.6378, loss: 0.6378, grad_norm: 7.1436 2021-06-21 03:34:17,112 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-04, eta: 5:10:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.4408 2021-06-21 03:34:28,290 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-04, eta: 5:10:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.6351, loss: 0.6351, grad_norm: 7.3276 2021-06-21 03:34:39,428 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-04, eta: 5:10:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9430, loss_cls: 0.6529, loss: 0.6529, grad_norm: 7.1378 2021-06-21 03:34:50,562 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-04, eta: 5:10:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9570, loss_cls: 0.5886, loss: 0.5886, grad_norm: 6.9015 2021-06-21 03:35:01,704 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-04, eta: 5:10:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6938, loss: 0.6938, grad_norm: 7.7651 2021-06-21 03:35:12,857 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-04, eta: 5:10:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9492, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.3574 2021-06-21 03:35:23,989 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-04, eta: 5:09:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9477, loss_cls: 0.6509, loss: 0.6509, grad_norm: 7.2450 2021-06-21 03:35:35,132 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-04, eta: 5:09:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9563, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.4633 2021-06-21 03:35:46,277 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-04, eta: 5:09:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.1940 2021-06-21 03:35:57,433 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-04, eta: 5:09:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9445, loss_cls: 0.6267, loss: 0.6267, grad_norm: 7.0948 2021-06-21 03:36:08,570 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-04, eta: 5:09:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9617, loss_cls: 0.5454, loss: 0.5454, grad_norm: 7.0736 2021-06-21 03:36:19,721 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-04, eta: 5:08:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9469, loss_cls: 0.6467, loss: 0.6467, grad_norm: 7.5892 2021-06-21 03:36:30,860 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-04, eta: 5:08:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.6318, loss: 0.6318, grad_norm: 7.4713 2021-06-21 03:36:42,003 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-04, eta: 5:08:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9398, loss_cls: 0.6694, loss: 0.6694, grad_norm: 7.3089 2021-06-21 03:36:53,127 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-04, eta: 5:08:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9570, loss_cls: 0.5959, loss: 0.5959, grad_norm: 6.9149 2021-06-21 03:37:04,260 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-04, eta: 5:08:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6549, loss: 0.6549, grad_norm: 7.4607 2021-06-21 03:37:15,374 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-04, eta: 5:07:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6137, loss: 0.6137, grad_norm: 7.0831 2021-06-21 03:37:26,544 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-04, eta: 5:07:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.6126, loss: 0.6126, grad_norm: 7.4214 2021-06-21 03:37:37,673 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-04, eta: 5:07:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9523, loss_cls: 0.6183, loss: 0.6183, grad_norm: 7.3499 2021-06-21 03:37:48,818 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-04, eta: 5:07:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9594, loss_cls: 0.5758, loss: 0.5758, grad_norm: 7.2500 2021-06-21 03:37:59,955 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-04, eta: 5:07:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6237, loss: 0.6237, grad_norm: 7.2095 2021-06-21 03:38:11,094 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-04, eta: 5:06:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9484, loss_cls: 0.6329, loss: 0.6329, grad_norm: 7.3408 2021-06-21 03:38:22,232 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-04, eta: 5:06:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9516, loss_cls: 0.7171, loss: 0.7171, grad_norm: 8.1390 2021-06-21 03:38:33,382 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-04, eta: 5:06:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.5591, loss: 0.5591, grad_norm: 6.7465 2021-06-21 03:38:44,497 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-04, eta: 5:06:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6804, loss: 0.6804, grad_norm: 7.4975 2021-06-21 03:38:55,634 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-04, eta: 5:06:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9516, loss_cls: 0.5946, loss: 0.5946, grad_norm: 7.0428 2021-06-21 03:39:06,761 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-04, eta: 5:05:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9578, loss_cls: 0.5603, loss: 0.5603, grad_norm: 6.7179 2021-06-21 03:39:17,896 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-04, eta: 5:05:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9508, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.3895 2021-06-21 03:39:29,074 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-04, eta: 5:05:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6333, loss: 0.6333, grad_norm: 7.2549 2021-06-21 03:39:40,168 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-04, eta: 5:05:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9555, loss_cls: 0.5965, loss: 0.5965, grad_norm: 7.1196 2021-06-21 03:39:51,311 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-04, eta: 5:05:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9617, loss_cls: 0.6100, loss: 0.6100, grad_norm: 7.2067 2021-06-21 03:40:02,457 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-04, eta: 5:04:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9539, loss_cls: 0.6080, loss: 0.6080, grad_norm: 7.3744 2021-06-21 03:40:13,594 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-04, eta: 5:04:46, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6197, loss: 0.6197, grad_norm: 7.1992 2021-06-21 03:40:24,736 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-04, eta: 5:04:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9539, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.0282 2021-06-21 03:40:35,889 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-04, eta: 5:04:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9500, loss_cls: 0.6161, loss: 0.6161, grad_norm: 7.1562 2021-06-21 03:40:47,004 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-04, eta: 5:04:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9398, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.0957 2021-06-21 03:40:58,160 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-04, eta: 5:04:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9516, loss_cls: 0.6442, loss: 0.6442, grad_norm: 7.3372 2021-06-21 03:41:09,300 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-04, eta: 5:03:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6550, loss: 0.6550, grad_norm: 7.4246 2021-06-21 03:41:20,446 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-04, eta: 5:03:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.3488 2021-06-21 03:41:31,584 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-04, eta: 5:03:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9383, loss_cls: 0.6990, loss: 0.6990, grad_norm: 7.6199 2021-06-21 03:41:42,735 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-04, eta: 5:03:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.5956, loss: 0.5956, grad_norm: 7.2222 2021-06-21 03:41:53,861 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-04, eta: 5:03:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9508, loss_cls: 0.5818, loss: 0.5818, grad_norm: 6.9629 2021-06-21 03:42:04,991 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-04, eta: 5:02:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6541, loss: 0.6541, grad_norm: 7.4210 2021-06-21 03:42:16,096 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-04, eta: 5:02:39, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9578, loss_cls: 0.5782, loss: 0.5782, grad_norm: 7.2073 2021-06-21 03:42:27,267 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-04, eta: 5:02:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.6884, loss: 0.6884, grad_norm: 7.3840 2021-06-21 03:42:38,410 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-04, eta: 5:02:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6343, loss: 0.6343, grad_norm: 7.5600 2021-06-21 03:42:49,555 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-04, eta: 5:02:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.5937, loss: 0.5937, grad_norm: 7.0855 2021-06-21 03:43:00,700 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-04, eta: 5:01:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6488, loss: 0.6488, grad_norm: 7.3364 2021-06-21 03:43:11,837 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-04, eta: 5:01:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9500, loss_cls: 0.6306, loss: 0.6306, grad_norm: 7.2664 2021-06-21 03:43:22,960 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-04, eta: 5:01:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9547, loss_cls: 0.5838, loss: 0.5838, grad_norm: 7.1570 2021-06-21 03:43:34,089 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-04, eta: 5:01:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9437, loss_cls: 0.6686, loss: 0.6686, grad_norm: 7.4669 2021-06-21 03:43:45,218 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-04, eta: 5:01:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9547, loss_cls: 0.5664, loss: 0.5664, grad_norm: 6.8293 2021-06-21 03:43:56,370 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-04, eta: 5:00:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.7174, loss: 0.7174, grad_norm: 7.7831 2021-06-21 03:44:07,504 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-04, eta: 5:00:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9477, loss_cls: 0.6618, loss: 0.6618, grad_norm: 7.7525 2021-06-21 03:44:18,646 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-04, eta: 5:00:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9586, loss_cls: 0.5707, loss: 0.5707, grad_norm: 6.8138 2021-06-21 03:44:29,790 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-04, eta: 5:00:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9461, loss_cls: 0.6359, loss: 0.6359, grad_norm: 6.9886 2021-06-21 03:44:40,916 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-04, eta: 5:00:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.1713 2021-06-21 03:44:52,030 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-04, eta: 4:59:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9531, loss_cls: 0.6311, loss: 0.6311, grad_norm: 7.3022 2021-06-21 03:45:03,189 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-04, eta: 4:59:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.5887, loss: 0.5887, grad_norm: 7.1366 2021-06-21 03:45:14,304 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-04, eta: 4:59:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9422, loss_cls: 0.6682, loss: 0.6682, grad_norm: 7.3721 2021-06-21 03:45:25,433 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-04, eta: 4:59:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9523, loss_cls: 0.6640, loss: 0.6640, grad_norm: 7.4030 2021-06-21 03:45:36,568 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-04, eta: 4:59:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9344, loss_cls: 0.7134, loss: 0.7134, grad_norm: 7.6984 2021-06-21 03:45:47,697 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-04, eta: 4:58:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6637, loss: 0.6637, grad_norm: 7.5221 2021-06-21 03:45:58,830 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-04, eta: 4:58:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9500, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.4376 2021-06-21 03:46:09,972 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-04, eta: 4:58:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9437, loss_cls: 0.6784, loss: 0.6784, grad_norm: 7.4252 2021-06-21 03:46:21,096 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-04, eta: 4:58:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9477, loss_cls: 0.6620, loss: 0.6620, grad_norm: 7.4097 2021-06-21 03:46:32,233 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-04, eta: 4:58:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9437, loss_cls: 0.6703, loss: 0.6703, grad_norm: 7.4242 2021-06-21 03:46:43,371 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-04, eta: 4:58:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6510, loss: 0.6510, grad_norm: 7.2139 2021-06-21 03:46:54,508 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-04, eta: 4:57:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9570, loss_cls: 0.6187, loss: 0.6187, grad_norm: 7.3912 2021-06-21 03:47:05,648 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-04, eta: 4:57:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9594, loss_cls: 0.6000, loss: 0.6000, grad_norm: 7.0664 2021-06-21 03:47:16,741 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-04, eta: 4:57:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9547, loss_cls: 0.6058, loss: 0.6058, grad_norm: 7.3040 2021-06-21 03:47:27,891 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-04, eta: 4:57:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9547, loss_cls: 0.5553, loss: 0.5553, grad_norm: 6.7694 2021-06-21 03:47:39,031 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-04, eta: 4:57:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.6034, loss: 0.6034, grad_norm: 7.1681 2021-06-21 03:47:50,186 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-04, eta: 4:56:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9453, loss_cls: 0.6368, loss: 0.6368, grad_norm: 7.3478 2021-06-21 03:48:01,329 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-04, eta: 4:56:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9523, loss_cls: 0.6210, loss: 0.6210, grad_norm: 7.2562 2021-06-21 03:48:12,464 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-04, eta: 4:56:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6162, loss: 0.6162, grad_norm: 7.3183 2021-06-21 03:48:23,598 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-04, eta: 4:56:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.7197, loss: 0.7197, grad_norm: 7.9364 2021-06-21 03:48:34,751 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-04, eta: 4:56:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6214, loss: 0.6214, grad_norm: 7.2244 2021-06-21 03:48:45,888 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-04, eta: 4:55:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9586, loss_cls: 0.6325, loss: 0.6325, grad_norm: 7.4982 2021-06-21 03:48:57,025 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-04, eta: 4:55:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6359, loss: 0.6359, grad_norm: 7.1653 2021-06-21 03:49:08,152 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-04, eta: 4:55:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.5518 2021-06-21 03:49:19,280 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-04, eta: 4:55:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9461, loss_cls: 0.6466, loss: 0.6466, grad_norm: 7.4182 2021-06-21 03:49:30,416 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-04, eta: 4:55:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9430, loss_cls: 0.6609, loss: 0.6609, grad_norm: 7.4393 2021-06-21 03:49:41,585 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-04, eta: 4:54:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9523, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.8148 2021-06-21 03:49:52,706 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-04, eta: 4:54:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9422, loss_cls: 0.6531, loss: 0.6531, grad_norm: 7.2826 2021-06-21 03:50:03,840 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-04, eta: 4:54:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9516, loss_cls: 0.5949, loss: 0.5949, grad_norm: 6.9733 2021-06-21 03:50:14,970 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-04, eta: 4:54:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6350, loss: 0.6350, grad_norm: 7.2004 2021-06-21 03:50:26,115 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-04, eta: 4:54:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9586, loss_cls: 0.6109, loss: 0.6109, grad_norm: 7.3927 2021-06-21 03:50:37,248 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-04, eta: 4:53:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9437, loss_cls: 0.6435, loss: 0.6435, grad_norm: 7.2818 2021-06-21 03:50:48,397 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-04, eta: 4:53:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9500, loss_cls: 0.6786, loss: 0.6786, grad_norm: 7.6204 2021-06-21 03:50:59,522 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-04, eta: 4:53:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6586, loss: 0.6586, grad_norm: 7.4531 2021-06-21 03:51:10,650 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-04, eta: 4:53:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9477, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.3749 2021-06-21 03:51:21,777 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-04, eta: 4:53:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6278, loss: 0.6278, grad_norm: 7.3303 2021-06-21 03:51:32,928 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-04, eta: 4:52:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9430, loss_cls: 0.6752, loss: 0.6752, grad_norm: 7.6927 2021-06-21 03:51:44,084 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-04, eta: 4:52:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.6235, loss: 0.6235, grad_norm: 7.1668 2021-06-21 03:51:55,234 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-04, eta: 4:52:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6405, loss: 0.6405, grad_norm: 7.7319 2021-06-21 03:52:06,375 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-04, eta: 4:52:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6409, loss: 0.6409, grad_norm: 7.6363 2021-06-21 03:52:17,505 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-04, eta: 4:52:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9609, loss_cls: 0.5496, loss: 0.5496, grad_norm: 6.7349 2021-06-21 03:52:28,640 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-04, eta: 4:52:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6089, loss: 0.6089, grad_norm: 7.1869 2021-06-21 03:52:39,780 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-04, eta: 4:51:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6948, loss: 0.6948, grad_norm: 7.6588 2021-06-21 03:52:50,896 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-04, eta: 4:51:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9477, loss_cls: 0.6330, loss: 0.6330, grad_norm: 7.3837 2021-06-21 03:53:02,048 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-04, eta: 4:51:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9523, loss_cls: 0.6131, loss: 0.6131, grad_norm: 7.1646 2021-06-21 03:53:13,182 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-04, eta: 4:51:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9563, loss_cls: 0.5808, loss: 0.5808, grad_norm: 7.5547 2021-06-21 03:53:24,324 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-04, eta: 4:51:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6229, loss: 0.6229, grad_norm: 6.8338 2021-06-21 03:53:35,468 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-04, eta: 4:50:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9555, loss_cls: 0.5882, loss: 0.5882, grad_norm: 6.9397 2021-06-21 03:53:46,626 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-04, eta: 4:50:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6276, loss: 0.6276, grad_norm: 7.4209 2021-06-21 03:53:57,792 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-04, eta: 4:50:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9555, loss_cls: 0.5832, loss: 0.5832, grad_norm: 7.1457 2021-06-21 03:54:08,922 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-04, eta: 4:50:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9508, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.7428 2021-06-21 03:54:20,053 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-04, eta: 4:50:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9367, loss_cls: 0.6951, loss: 0.6951, grad_norm: 7.5056 2021-06-21 03:54:31,206 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-04, eta: 4:49:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6250, loss: 0.6250, grad_norm: 7.4200 2021-06-21 03:54:42,336 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-04, eta: 4:49:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.4696 2021-06-21 03:58:00,421 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 03:58:01,313 - mmaction - INFO - top1_acc 0.7266 top5_acc 0.9072 2021-06-21 03:58:01,314 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 03:58:01,366 - mmaction - INFO - mean_acc 0.7265 2021-06-21 03:58:01,375 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-06-21 03:58:02,096 - mmaction - INFO - Epoch(val) [92][207] top1_acc: 0.7266, top5_acc: 0.9072, mean_class_accuracy: 0.7265 2021-06-21 03:59:18,122 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-04, eta: 4:49:25, time: 3.798, data_time: 3.190, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6707, loss: 0.6707, grad_norm: 7.3105 2021-06-21 03:59:29,237 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-04, eta: 4:49:13, time: 0.557, data_time: 0.006, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9461, loss_cls: 0.6555, loss: 0.6555, grad_norm: 7.3285 2021-06-21 03:59:40,352 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-04, eta: 4:49:02, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6419, loss: 0.6419, grad_norm: 7.3309 2021-06-21 03:59:51,464 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-04, eta: 4:48:50, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6258, loss: 0.6258, grad_norm: 7.3635 2021-06-21 04:00:02,626 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-04, eta: 4:48:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9586, loss_cls: 0.5617, loss: 0.5617, grad_norm: 7.1141 2021-06-21 04:00:13,691 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-04, eta: 4:48:27, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9539, loss_cls: 0.6259, loss: 0.6259, grad_norm: 7.2582 2021-06-21 04:00:24,802 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-04, eta: 4:48:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6257, loss: 0.6257, grad_norm: 7.4645 2021-06-21 04:00:35,905 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-04, eta: 4:48:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.6868, loss: 0.6868, grad_norm: 7.5876 2021-06-21 04:00:47,049 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-04, eta: 4:47:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9469, loss_cls: 0.6711, loss: 0.6711, grad_norm: 7.5116 2021-06-21 04:00:58,192 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-04, eta: 4:47:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9539, loss_cls: 0.5872, loss: 0.5872, grad_norm: 7.2139 2021-06-21 04:01:09,309 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-04, eta: 4:47:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9508, loss_cls: 0.6116, loss: 0.6116, grad_norm: 7.0994 2021-06-21 04:01:20,418 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-04, eta: 4:47:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9531, loss_cls: 0.6090, loss: 0.6090, grad_norm: 6.9972 2021-06-21 04:01:31,545 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-04, eta: 4:47:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6302, loss: 0.6302, grad_norm: 7.2098 2021-06-21 04:01:42,690 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-04, eta: 4:46:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.5891, loss: 0.5891, grad_norm: 7.1268 2021-06-21 04:01:53,812 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-04, eta: 4:46:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6849, loss: 0.6849, grad_norm: 7.4428 2021-06-21 04:02:04,931 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-04, eta: 4:46:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9594, loss_cls: 0.5760, loss: 0.5760, grad_norm: 7.1002 2021-06-21 04:02:16,062 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-04, eta: 4:46:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9563, loss_cls: 0.6291, loss: 0.6291, grad_norm: 7.2881 2021-06-21 04:02:27,216 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-04, eta: 4:46:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6419, loss: 0.6419, grad_norm: 7.6101 2021-06-21 04:02:38,354 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-04, eta: 4:45:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9523, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.2799 2021-06-21 04:02:49,484 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-04, eta: 4:45:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.3108 2021-06-21 04:03:00,631 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-04, eta: 4:45:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.6046, loss: 0.6046, grad_norm: 7.0610 2021-06-21 04:03:11,782 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-04, eta: 4:45:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9500, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.5759 2021-06-21 04:03:22,906 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-04, eta: 4:45:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6369, loss: 0.6369, grad_norm: 7.4424 2021-06-21 04:03:34,032 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-04, eta: 4:44:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9617, loss_cls: 0.6040, loss: 0.6040, grad_norm: 7.4130 2021-06-21 04:03:45,156 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-04, eta: 4:44:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9578, loss_cls: 0.6018, loss: 0.6018, grad_norm: 7.1404 2021-06-21 04:03:56,282 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-04, eta: 4:44:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9578, loss_cls: 0.6024, loss: 0.6024, grad_norm: 7.3825 2021-06-21 04:04:07,425 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-04, eta: 4:44:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.6080, loss: 0.6080, grad_norm: 7.2295 2021-06-21 04:04:18,557 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-04, eta: 4:44:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9484, loss_cls: 0.6267, loss: 0.6267, grad_norm: 7.3915 2021-06-21 04:04:29,706 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-04, eta: 4:44:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9469, loss_cls: 0.6212, loss: 0.6212, grad_norm: 7.2823 2021-06-21 04:04:40,845 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-04, eta: 4:43:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9563, loss_cls: 0.5647, loss: 0.5647, grad_norm: 7.0259 2021-06-21 04:04:51,947 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-04, eta: 4:43:37, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6590, loss: 0.6590, grad_norm: 7.3695 2021-06-21 04:05:03,080 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-04, eta: 4:43:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6027, loss: 0.6027, grad_norm: 7.1682 2021-06-21 04:05:14,231 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-04, eta: 4:43:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9602, loss_cls: 0.6031, loss: 0.6031, grad_norm: 7.2743 2021-06-21 04:05:25,360 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-04, eta: 4:43:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9461, loss_cls: 0.6285, loss: 0.6285, grad_norm: 7.5970 2021-06-21 04:05:36,484 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-04, eta: 4:42:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6069, loss: 0.6069, grad_norm: 7.1581 2021-06-21 04:05:47,612 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-04, eta: 4:42:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9461, loss_cls: 0.6363, loss: 0.6363, grad_norm: 7.2027 2021-06-21 04:05:58,754 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-04, eta: 4:42:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9461, loss_cls: 0.6656, loss: 0.6656, grad_norm: 7.5013 2021-06-21 04:06:09,867 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-04, eta: 4:42:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9383, loss_cls: 0.6678, loss: 0.6678, grad_norm: 7.1538 2021-06-21 04:06:20,998 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-04, eta: 4:42:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9383, loss_cls: 0.6915, loss: 0.6915, grad_norm: 7.8356 2021-06-21 04:06:32,063 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-04, eta: 4:41:53, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.6442, loss: 0.6442, grad_norm: 7.1612 2021-06-21 04:06:43,199 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-04, eta: 4:41:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9570, loss_cls: 0.5978, loss: 0.5978, grad_norm: 6.8967 2021-06-21 04:06:54,342 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-04, eta: 4:41:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9578, loss_cls: 0.6141, loss: 0.6141, grad_norm: 7.5652 2021-06-21 04:07:05,469 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-04, eta: 4:41:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9555, loss_cls: 0.6272, loss: 0.6272, grad_norm: 7.3220 2021-06-21 04:07:16,602 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-04, eta: 4:41:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9563, loss_cls: 0.5579, loss: 0.5579, grad_norm: 6.7935 2021-06-21 04:07:27,726 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-04, eta: 4:40:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6220, loss: 0.6220, grad_norm: 7.2562 2021-06-21 04:07:38,849 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-04, eta: 4:40:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6918, loss: 0.6918, grad_norm: 7.5612 2021-06-21 04:07:49,991 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-04, eta: 4:40:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9477, loss_cls: 0.6833, loss: 0.6833, grad_norm: 7.5082 2021-06-21 04:08:01,124 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-04, eta: 4:40:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9437, loss_cls: 0.6683, loss: 0.6683, grad_norm: 7.5440 2021-06-21 04:08:12,256 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-04, eta: 4:40:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9625, loss_cls: 0.5915, loss: 0.5915, grad_norm: 7.1067 2021-06-21 04:08:23,369 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-04, eta: 4:39:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6914, loss: 0.6914, grad_norm: 7.5848 2021-06-21 04:08:34,503 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-04, eta: 4:39:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6624, loss: 0.6624, grad_norm: 7.5224 2021-06-21 04:08:45,623 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-04, eta: 4:39:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9570, loss_cls: 0.6066, loss: 0.6066, grad_norm: 7.5468 2021-06-21 04:08:56,762 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-04, eta: 4:39:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.6300, loss: 0.6300, grad_norm: 7.1745 2021-06-21 04:09:07,900 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-04, eta: 4:39:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9570, loss_cls: 0.5800, loss: 0.5800, grad_norm: 7.0139 2021-06-21 04:09:19,030 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-04, eta: 4:38:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6271, loss: 0.6271, grad_norm: 7.2611 2021-06-21 04:09:30,175 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-04, eta: 4:38:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9625, loss_cls: 0.6099, loss: 0.6099, grad_norm: 7.3251 2021-06-21 04:09:41,319 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-04, eta: 4:38:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.6305, loss: 0.6305, grad_norm: 7.4188 2021-06-21 04:09:52,450 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-04, eta: 4:38:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9531, loss_cls: 0.5932, loss: 0.5932, grad_norm: 7.1799 2021-06-21 04:10:03,586 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-04, eta: 4:38:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9437, loss_cls: 0.6152, loss: 0.6152, grad_norm: 7.1861 2021-06-21 04:10:14,740 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-04, eta: 4:38:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.6053, loss: 0.6053, grad_norm: 7.2346 2021-06-21 04:10:25,881 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-04, eta: 4:37:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9375, loss_cls: 0.6976, loss: 0.6976, grad_norm: 7.7096 2021-06-21 04:10:37,001 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-04, eta: 4:37:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9445, loss_cls: 0.6567, loss: 0.6567, grad_norm: 7.2473 2021-06-21 04:10:48,149 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-04, eta: 4:37:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9437, loss_cls: 0.6416, loss: 0.6416, grad_norm: 7.1867 2021-06-21 04:10:59,291 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-04, eta: 4:37:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9539, loss_cls: 0.5997, loss: 0.5997, grad_norm: 7.2431 2021-06-21 04:11:10,420 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-04, eta: 4:37:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9492, loss_cls: 0.6017, loss: 0.6017, grad_norm: 7.0523 2021-06-21 04:11:21,545 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-04, eta: 4:36:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.6535, loss: 0.6535, grad_norm: 7.5978 2021-06-21 04:11:32,692 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-04, eta: 4:36:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9492, loss_cls: 0.6275, loss: 0.6275, grad_norm: 7.1922 2021-06-21 04:11:43,820 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-04, eta: 4:36:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6212, loss: 0.6212, grad_norm: 7.2839 2021-06-21 04:11:54,962 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-04, eta: 4:36:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6490, loss: 0.6490, grad_norm: 7.3066 2021-06-21 04:12:06,079 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-04, eta: 4:36:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6275, loss: 0.6275, grad_norm: 7.5909 2021-06-21 04:12:17,210 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-04, eta: 4:35:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9609, loss_cls: 0.5833, loss: 0.5833, grad_norm: 7.2912 2021-06-21 04:12:28,365 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-04, eta: 4:35:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9508, loss_cls: 0.6396, loss: 0.6396, grad_norm: 7.2971 2021-06-21 04:12:39,522 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-04, eta: 4:35:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9555, loss_cls: 0.5807, loss: 0.5807, grad_norm: 7.0015 2021-06-21 04:12:50,665 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-04, eta: 4:35:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6095, loss: 0.6095, grad_norm: 7.2704 2021-06-21 04:13:01,795 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-04, eta: 4:35:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9555, loss_cls: 0.5664, loss: 0.5664, grad_norm: 7.0431 2021-06-21 04:13:12,923 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-04, eta: 4:34:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9563, loss_cls: 0.6521, loss: 0.6521, grad_norm: 7.6895 2021-06-21 04:13:24,042 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-04, eta: 4:34:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9555, loss_cls: 0.5798, loss: 0.5798, grad_norm: 7.0474 2021-06-21 04:13:35,181 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-04, eta: 4:34:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9422, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.4223 2021-06-21 04:13:46,325 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-04, eta: 4:34:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9484, loss_cls: 0.6554, loss: 0.6554, grad_norm: 7.5993 2021-06-21 04:13:57,447 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-04, eta: 4:34:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9602, loss_cls: 0.5636, loss: 0.5636, grad_norm: 7.0568 2021-06-21 04:14:08,587 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-04, eta: 4:33:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.6171, loss: 0.6171, grad_norm: 7.2584 2021-06-21 04:14:19,710 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-04, eta: 4:33:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9375, loss_cls: 0.6856, loss: 0.6856, grad_norm: 7.3459 2021-06-21 04:14:30,847 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-04, eta: 4:33:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9609, loss_cls: 0.5845, loss: 0.5845, grad_norm: 7.0632 2021-06-21 04:14:41,983 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-04, eta: 4:33:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9523, loss_cls: 0.6213, loss: 0.6213, grad_norm: 7.2847 2021-06-21 04:14:53,107 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-04, eta: 4:33:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9383, loss_cls: 0.7251, loss: 0.7251, grad_norm: 7.5677 2021-06-21 04:15:04,377 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-04, eta: 4:32:59, time: 0.564, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9664, loss_cls: 0.5582, loss: 0.5582, grad_norm: 7.2540 2021-06-21 04:15:15,474 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-04, eta: 4:32:48, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9516, loss_cls: 0.5656, loss: 0.5656, grad_norm: 6.8423 2021-06-21 04:15:26,611 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-04, eta: 4:32:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.6214, loss: 0.6214, grad_norm: 7.2901 2021-06-21 04:15:37,735 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-04, eta: 4:32:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9422, loss_cls: 0.6777, loss: 0.6777, grad_norm: 7.5983 2021-06-21 04:15:48,865 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-04, eta: 4:32:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9531, loss_cls: 0.6383, loss: 0.6383, grad_norm: 7.5916 2021-06-21 04:15:59,995 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-04, eta: 4:32:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9367, loss_cls: 0.6575, loss: 0.6575, grad_norm: 7.0877 2021-06-21 04:16:11,128 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-04, eta: 4:31:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9531, loss_cls: 0.6199, loss: 0.6199, grad_norm: 7.1392 2021-06-21 04:16:22,257 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-04, eta: 4:31:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9484, loss_cls: 0.6489, loss: 0.6489, grad_norm: 7.2410 2021-06-21 04:16:33,393 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-04, eta: 4:31:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9563, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.1050 2021-06-21 04:16:44,529 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-04, eta: 4:31:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6667, loss: 0.6667, grad_norm: 7.5815 2021-06-21 04:16:55,683 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-04, eta: 4:31:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.4058 2021-06-21 04:17:06,813 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-04, eta: 4:30:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6407, loss: 0.6407, grad_norm: 7.3928 2021-06-21 04:17:17,960 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-04, eta: 4:30:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9500, loss_cls: 0.5934, loss: 0.5934, grad_norm: 7.1154 2021-06-21 04:17:29,112 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-04, eta: 4:30:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9492, loss_cls: 0.6526, loss: 0.6526, grad_norm: 7.3990 2021-06-21 04:17:40,239 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-04, eta: 4:30:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9641, loss_cls: 0.5604, loss: 0.5604, grad_norm: 7.2854 2021-06-21 04:17:51,379 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-04, eta: 4:30:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9375, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.2940 2021-06-21 04:18:02,517 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-04, eta: 4:29:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9469, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.5969 2021-06-21 04:18:13,677 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-04, eta: 4:29:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.7169, loss: 0.7169, grad_norm: 8.0384 2021-06-21 04:18:24,806 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-04, eta: 4:29:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9492, loss_cls: 0.6837, loss: 0.6837, grad_norm: 7.5350 2021-06-21 04:18:35,930 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-04, eta: 4:29:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9406, loss_cls: 0.6595, loss: 0.6595, grad_norm: 7.4668 2021-06-21 04:18:47,091 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-04, eta: 4:29:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9391, loss_cls: 0.6718, loss: 0.6718, grad_norm: 7.4427 2021-06-21 04:18:58,231 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-04, eta: 4:28:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9563, loss_cls: 0.6161, loss: 0.6161, grad_norm: 7.4376 2021-06-21 04:19:09,386 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-04, eta: 4:28:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9508, loss_cls: 0.6097, loss: 0.6097, grad_norm: 7.0697 2021-06-21 04:19:20,508 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-04, eta: 4:28:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9484, loss_cls: 0.6492, loss: 0.6492, grad_norm: 7.1044 2021-06-21 04:19:31,645 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-04, eta: 4:28:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9578, loss_cls: 0.6042, loss: 0.6042, grad_norm: 7.4022 2021-06-21 04:19:42,782 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-04, eta: 4:28:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9398, loss_cls: 0.6443, loss: 0.6443, grad_norm: 7.1895 2021-06-21 04:19:53,931 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-04, eta: 4:27:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.1753 2021-06-21 04:20:05,091 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-04, eta: 4:27:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9516, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.4377 2021-06-21 04:20:16,202 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-04, eta: 4:27:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6275, loss: 0.6275, grad_norm: 7.3407 2021-06-21 04:20:27,353 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-04, eta: 4:27:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9477, loss_cls: 0.6244, loss: 0.6244, grad_norm: 7.4659 2021-06-21 04:20:38,491 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-04, eta: 4:27:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9586, loss_cls: 0.6196, loss: 0.6196, grad_norm: 7.2685 2021-06-21 04:20:49,635 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-04, eta: 4:27:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6254, loss: 0.6254, grad_norm: 6.9820 2021-06-21 04:21:00,823 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-04, eta: 4:26:48, time: 0.560, data_time: 0.003, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9469, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.4783 2021-06-21 04:21:11,917 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-04, eta: 4:26:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6228, loss: 0.6228, grad_norm: 7.1213 2021-06-21 04:21:23,047 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-04, eta: 4:26:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9508, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.3749 2021-06-21 04:21:34,178 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-04, eta: 4:26:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9469, loss_cls: 0.6341, loss: 0.6341, grad_norm: 7.1763 2021-06-21 04:21:45,316 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-04, eta: 4:26:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6266, loss: 0.6266, grad_norm: 7.5465 2021-06-21 04:21:56,453 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-04, eta: 4:25:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6516, loss: 0.6516, grad_norm: 7.4348 2021-06-21 04:22:07,593 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-04, eta: 4:25:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.5576 2021-06-21 04:22:18,740 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-04, eta: 4:25:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.2476 2021-06-21 04:22:29,874 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-04, eta: 4:25:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9617, loss_cls: 0.5876, loss: 0.5876, grad_norm: 7.3373 2021-06-21 04:22:41,011 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-04, eta: 4:25:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9453, loss_cls: 0.6638, loss: 0.6638, grad_norm: 7.4961 2021-06-21 04:22:52,164 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-04, eta: 4:24:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9391, loss_cls: 0.7174, loss: 0.7174, grad_norm: 7.7766 2021-06-21 04:23:03,273 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-04, eta: 4:24:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6828, loss: 0.6828, grad_norm: 7.6691 2021-06-21 04:23:14,424 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-04, eta: 4:24:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9547, loss_cls: 0.6062, loss: 0.6062, grad_norm: 7.1787 2021-06-21 04:23:25,537 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-04, eta: 4:24:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9609, loss_cls: 0.5862, loss: 0.5862, grad_norm: 7.0225 2021-06-21 04:23:36,677 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-04, eta: 4:24:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9602, loss_cls: 0.5926, loss: 0.5926, grad_norm: 7.5062 2021-06-21 04:23:47,818 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-04, eta: 4:23:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9555, loss_cls: 0.6232, loss: 0.6232, grad_norm: 7.3281 2021-06-21 04:23:58,951 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-04, eta: 4:23:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9492, loss_cls: 0.6151, loss: 0.6151, grad_norm: 7.2536 2021-06-21 04:24:10,085 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-04, eta: 4:23:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5526, loss: 0.5526, grad_norm: 7.0319 2021-06-21 04:24:21,211 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-04, eta: 4:23:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9570, loss_cls: 0.5602, loss: 0.5602, grad_norm: 7.0924 2021-06-21 04:24:32,330 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-04, eta: 4:23:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.6378, loss: 0.6378, grad_norm: 7.4869 2021-06-21 04:24:43,467 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-04, eta: 4:22:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9602, loss_cls: 0.5785, loss: 0.5785, grad_norm: 6.9954 2021-06-21 04:24:54,582 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-04, eta: 4:22:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9523, loss_cls: 0.5818, loss: 0.5818, grad_norm: 6.9179 2021-06-21 04:25:05,724 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-04, eta: 4:22:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9445, loss_cls: 0.6542, loss: 0.6542, grad_norm: 7.1443 2021-06-21 04:25:16,809 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-04, eta: 4:22:22, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9406, loss_cls: 0.6831, loss: 0.6831, grad_norm: 7.5038 2021-06-21 04:25:27,928 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-04, eta: 4:22:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6064, loss: 0.6064, grad_norm: 7.1689 2021-06-21 04:25:39,065 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-04, eta: 4:21:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.6327, loss: 0.6327, grad_norm: 7.3830 2021-06-21 04:25:50,193 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-04, eta: 4:21:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9578, loss_cls: 0.6136, loss: 0.6136, grad_norm: 7.4649 2021-06-21 04:26:01,330 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-04, eta: 4:21:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9523, loss_cls: 0.5543, loss: 0.5543, grad_norm: 6.8151 2021-06-21 04:26:12,480 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-04, eta: 4:21:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9578, loss_cls: 0.5753, loss: 0.5753, grad_norm: 7.0229 2021-06-21 04:26:23,602 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-04, eta: 4:21:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6363, loss: 0.6363, grad_norm: 7.3169 2021-06-21 04:26:34,723 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-04, eta: 4:21:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9500, loss_cls: 0.6261, loss: 0.6261, grad_norm: 7.4425 2021-06-21 04:26:45,860 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-04, eta: 4:20:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9547, loss_cls: 0.6258, loss: 0.6258, grad_norm: 7.4217 2021-06-21 04:26:57,008 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-04, eta: 4:20:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.5943, loss: 0.5943, grad_norm: 7.2338 2021-06-21 04:27:08,157 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-04, eta: 4:20:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6557, loss: 0.6557, grad_norm: 7.5860 2021-06-21 04:27:19,292 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-04, eta: 4:20:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9484, loss_cls: 0.5975, loss: 0.5975, grad_norm: 6.7635 2021-06-21 04:27:30,429 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-04, eta: 4:20:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.5881, loss: 0.5881, grad_norm: 6.9996 2021-06-21 04:27:41,555 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-04, eta: 4:19:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.0618 2021-06-21 04:27:52,685 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-04, eta: 4:19:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9469, loss_cls: 0.6752, loss: 0.6752, grad_norm: 7.7090 2021-06-21 04:28:03,818 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-04, eta: 4:19:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9594, loss_cls: 0.5726, loss: 0.5726, grad_norm: 7.0072 2021-06-21 04:28:14,935 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-04, eta: 4:19:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9500, loss_cls: 0.6754, loss: 0.6754, grad_norm: 7.5997 2021-06-21 04:28:26,095 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-04, eta: 4:19:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9422, loss_cls: 0.6496, loss: 0.6496, grad_norm: 7.3227 2021-06-21 04:28:37,208 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-04, eta: 4:18:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.1298 2021-06-21 04:28:48,344 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-04, eta: 4:18:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9398, loss_cls: 0.6793, loss: 0.6793, grad_norm: 7.4069 2021-06-21 04:28:59,496 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-04, eta: 4:18:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9570, loss_cls: 0.5981, loss: 0.5981, grad_norm: 7.2798 2021-06-21 04:29:10,628 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-04, eta: 4:18:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6732, loss: 0.6732, grad_norm: 7.4998 2021-06-21 04:29:21,735 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-04, eta: 4:18:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9656, loss_cls: 0.5775, loss: 0.5775, grad_norm: 7.0832 2021-06-21 04:29:32,869 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-04, eta: 4:17:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9508, loss_cls: 0.6371, loss: 0.6371, grad_norm: 7.3447 2021-06-21 04:29:44,010 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-04, eta: 4:17:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9602, loss_cls: 0.6246, loss: 0.6246, grad_norm: 7.3578 2021-06-21 04:29:55,147 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-04, eta: 4:17:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9539, loss_cls: 0.5856, loss: 0.5856, grad_norm: 7.2047 2021-06-21 04:30:06,307 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-04, eta: 4:17:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9539, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.4088 2021-06-21 04:30:17,416 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-04, eta: 4:17:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9563, loss_cls: 0.5969, loss: 0.5969, grad_norm: 7.3272 2021-06-21 04:30:28,563 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-04, eta: 4:16:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6410, loss: 0.6410, grad_norm: 7.1570 2021-06-21 04:30:39,699 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-04, eta: 4:16:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9516, loss_cls: 0.6611, loss: 0.6611, grad_norm: 7.4868 2021-06-21 04:30:50,848 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-04, eta: 4:16:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6563, loss: 0.6563, grad_norm: 7.5838 2021-06-21 04:31:01,972 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-04, eta: 4:16:22, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9602, loss_cls: 0.5897, loss: 0.5897, grad_norm: 7.2141 2021-06-21 04:31:13,124 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-04, eta: 4:16:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9453, loss_cls: 0.6803, loss: 0.6803, grad_norm: 7.5844 2021-06-21 04:31:24,254 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-04, eta: 4:15:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9547, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.5142 2021-06-21 04:31:35,370 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-04, eta: 4:15:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9555, loss_cls: 0.6018, loss: 0.6018, grad_norm: 7.2985 2021-06-21 04:31:46,517 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-04, eta: 4:15:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9570, loss_cls: 0.5585, loss: 0.5585, grad_norm: 7.1224 2021-06-21 04:31:57,657 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-04, eta: 4:15:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6154, loss: 0.6154, grad_norm: 7.0917 2021-06-21 04:32:08,782 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-04, eta: 4:15:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9344, loss_cls: 0.7137, loss: 0.7137, grad_norm: 7.8533 2021-06-21 04:32:19,905 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-04, eta: 4:15:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9555, loss_cls: 0.5720, loss: 0.5720, grad_norm: 6.9375 2021-06-21 04:32:31,056 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-04, eta: 4:14:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9547, loss_cls: 0.6010, loss: 0.6010, grad_norm: 7.3175 2021-06-21 04:32:42,182 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-04, eta: 4:14:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9508, loss_cls: 0.6442, loss: 0.6442, grad_norm: 7.4881 2021-06-21 04:32:53,326 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-04, eta: 4:14:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6371, loss: 0.6371, grad_norm: 7.4412 2021-06-21 04:33:04,462 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-04, eta: 4:14:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9570, loss_cls: 0.6026, loss: 0.6026, grad_norm: 7.2260 2021-06-21 04:33:15,580 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-04, eta: 4:14:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9461, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.6292 2021-06-21 04:33:26,708 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-04, eta: 4:13:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9516, loss_cls: 0.5949, loss: 0.5949, grad_norm: 6.8767 2021-06-21 04:33:37,835 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-04, eta: 4:13:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9570, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.6786 2021-06-21 04:33:48,969 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-04, eta: 4:13:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9563, loss_cls: 0.5745, loss: 0.5745, grad_norm: 7.0573 2021-06-21 04:36:58,163 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 04:36:59,028 - mmaction - INFO - top1_acc 0.7258 top5_acc 0.9081 2021-06-21 04:36:59,028 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 04:36:59,061 - mmaction - INFO - mean_acc 0.7258 2021-06-21 04:36:59,070 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-06-21 04:37:00,181 - mmaction - INFO - Epoch(val) [93][207] top1_acc: 0.7258, top5_acc: 0.9081, mean_class_accuracy: 0.7258 2021-06-21 04:38:24,873 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-04, eta: 4:13:12, time: 4.233, data_time: 3.625, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9531, loss_cls: 0.6894, loss: 0.6894, grad_norm: 7.6356 2021-06-21 04:38:36,012 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-04, eta: 4:13:00, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9602, loss_cls: 0.6144, loss: 0.6144, grad_norm: 7.4840 2021-06-21 04:38:47,109 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-04, eta: 4:12:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6210, loss: 0.6210, grad_norm: 7.0481 2021-06-21 04:38:58,223 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-04, eta: 4:12:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9445, loss_cls: 0.6379, loss: 0.6379, grad_norm: 7.2734 2021-06-21 04:39:09,342 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-04, eta: 4:12:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9422, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.0974 2021-06-21 04:39:20,453 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-04, eta: 4:12:14, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9523, loss_cls: 0.6085, loss: 0.6085, grad_norm: 7.1024 2021-06-21 04:39:31,580 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-04, eta: 4:12:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9523, loss_cls: 0.6747, loss: 0.6747, grad_norm: 7.8285 2021-06-21 04:39:42,709 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-04, eta: 4:11:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9547, loss_cls: 0.5629, loss: 0.5629, grad_norm: 6.8670 2021-06-21 04:39:53,843 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-04, eta: 4:11:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9563, loss_cls: 0.6056, loss: 0.6056, grad_norm: 7.4625 2021-06-21 04:40:05,562 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-04, eta: 4:11:27, time: 0.585, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9680, loss_cls: 0.5473, loss: 0.5473, grad_norm: 7.0470 2021-06-21 04:40:16,670 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-04, eta: 4:11:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9539, loss_cls: 0.6079, loss: 0.6079, grad_norm: 7.4207 2021-06-21 04:40:27,813 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-04, eta: 4:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6722, loss: 0.6722, grad_norm: 7.2722 2021-06-21 04:40:38,926 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-04, eta: 4:10:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6030, loss: 0.6030, grad_norm: 7.0518 2021-06-21 04:40:50,065 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-04, eta: 4:10:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9609, loss_cls: 0.5367, loss: 0.5367, grad_norm: 6.9048 2021-06-21 04:41:01,209 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-04, eta: 4:10:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9492, loss_cls: 0.6020, loss: 0.6020, grad_norm: 7.3419 2021-06-21 04:41:12,342 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-04, eta: 4:10:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9578, loss_cls: 0.6286, loss: 0.6286, grad_norm: 7.6043 2021-06-21 04:41:23,469 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-04, eta: 4:10:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9555, loss_cls: 0.5888, loss: 0.5888, grad_norm: 7.1026 2021-06-21 04:41:34,601 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-04, eta: 4:09:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9437, loss_cls: 0.6259, loss: 0.6259, grad_norm: 7.2007 2021-06-21 04:41:45,729 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-04, eta: 4:09:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.6103, loss: 0.6103, grad_norm: 7.2392 2021-06-21 04:41:56,868 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-04, eta: 4:09:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9477, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.2923 2021-06-21 04:42:08,004 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-04, eta: 4:09:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9484, loss_cls: 0.6593, loss: 0.6593, grad_norm: 7.5555 2021-06-21 04:42:19,138 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-04, eta: 4:09:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9625, loss_cls: 0.6119, loss: 0.6119, grad_norm: 7.3848 2021-06-21 04:42:30,261 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-04, eta: 4:08:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9398, loss_cls: 0.6422, loss: 0.6422, grad_norm: 7.0922 2021-06-21 04:42:41,403 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-04, eta: 4:08:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9477, loss_cls: 0.6345, loss: 0.6345, grad_norm: 7.4998 2021-06-21 04:42:52,560 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-04, eta: 4:08:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9555, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.4097 2021-06-21 04:43:03,689 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-04, eta: 4:08:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9578, loss_cls: 0.5679, loss: 0.5679, grad_norm: 7.0348 2021-06-21 04:43:14,811 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-04, eta: 4:08:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9445, loss_cls: 0.6690, loss: 0.6690, grad_norm: 7.4627 2021-06-21 04:43:25,952 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-04, eta: 4:07:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9523, loss_cls: 0.6440, loss: 0.6440, grad_norm: 7.3501 2021-06-21 04:43:37,076 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-04, eta: 4:07:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.5899, loss: 0.5899, grad_norm: 7.3106 2021-06-21 04:43:48,214 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-04, eta: 4:07:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6200, loss: 0.6200, grad_norm: 7.4137 2021-06-21 04:43:59,371 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-04, eta: 4:07:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9586, loss_cls: 0.6249, loss: 0.6249, grad_norm: 7.5067 2021-06-21 04:44:10,511 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-04, eta: 4:07:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6095, loss: 0.6095, grad_norm: 7.4900 2021-06-21 04:44:21,658 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-04, eta: 4:07:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9578, loss_cls: 0.6040, loss: 0.6040, grad_norm: 7.0997 2021-06-21 04:44:32,785 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-04, eta: 4:06:49, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6637, loss: 0.6637, grad_norm: 7.4977 2021-06-21 04:44:43,933 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-04, eta: 4:06:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6696, loss: 0.6696, grad_norm: 7.3999 2021-06-21 04:44:55,072 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-04, eta: 4:06:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9461, loss_cls: 0.6221, loss: 0.6221, grad_norm: 7.2691 2021-06-21 04:45:06,306 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-04, eta: 4:06:14, time: 0.562, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9469, loss_cls: 0.6135, loss: 0.6135, grad_norm: 7.1715 2021-06-21 04:45:17,452 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-04, eta: 4:06:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.3010 2021-06-21 04:45:28,601 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-04, eta: 4:05:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9422, loss_cls: 0.6597, loss: 0.6597, grad_norm: 7.2877 2021-06-21 04:45:39,745 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-04, eta: 4:05:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9539, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.2324 2021-06-21 04:45:50,865 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-04, eta: 4:05:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.5411 2021-06-21 04:46:02,011 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-04, eta: 4:05:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9508, loss_cls: 0.6064, loss: 0.6064, grad_norm: 7.1844 2021-06-21 04:46:13,156 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-04, eta: 4:05:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6183, loss: 0.6183, grad_norm: 7.1503 2021-06-21 04:46:24,286 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-04, eta: 4:04:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9570, loss_cls: 0.5874, loss: 0.5874, grad_norm: 6.9079 2021-06-21 04:46:35,438 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-04, eta: 4:04:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9516, loss_cls: 0.5863, loss: 0.5863, grad_norm: 6.9218 2021-06-21 04:46:46,591 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-04, eta: 4:04:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9516, loss_cls: 0.6153, loss: 0.6153, grad_norm: 6.9990 2021-06-21 04:46:57,735 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-04, eta: 4:04:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9477, loss_cls: 0.6746, loss: 0.6746, grad_norm: 7.4751 2021-06-21 04:47:08,876 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-04, eta: 4:04:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.5957, loss: 0.5957, grad_norm: 7.1172 2021-06-21 04:47:20,006 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-04, eta: 4:03:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9523, loss_cls: 0.5780, loss: 0.5780, grad_norm: 7.0252 2021-06-21 04:47:31,141 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-04, eta: 4:03:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9500, loss_cls: 0.6181, loss: 0.6181, grad_norm: 7.2913 2021-06-21 04:47:42,273 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-04, eta: 4:03:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9523, loss_cls: 0.6111, loss: 0.6111, grad_norm: 7.1872 2021-06-21 04:47:53,394 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-04, eta: 4:03:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9445, loss_cls: 0.6999, loss: 0.6999, grad_norm: 7.6252 2021-06-21 04:48:04,531 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-04, eta: 4:03:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9594, loss_cls: 0.6615, loss: 0.6615, grad_norm: 7.2536 2021-06-21 04:48:15,655 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-04, eta: 4:02:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9437, loss_cls: 0.6782, loss: 0.6782, grad_norm: 7.4810 2021-06-21 04:48:26,794 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-04, eta: 4:02:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9586, loss_cls: 0.5728, loss: 0.5728, grad_norm: 7.2696 2021-06-21 04:48:37,942 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-04, eta: 4:02:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9523, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.1109 2021-06-21 04:48:49,076 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-04, eta: 4:02:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6042, loss: 0.6042, grad_norm: 7.0341 2021-06-21 04:49:00,233 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-04, eta: 4:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9406, loss_cls: 0.6738, loss: 0.6738, grad_norm: 7.6596 2021-06-21 04:49:11,390 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-04, eta: 4:01:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6339, loss: 0.6339, grad_norm: 7.4060 2021-06-21 04:49:22,526 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-04, eta: 4:01:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.4915 2021-06-21 04:49:33,672 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-04, eta: 4:01:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9547, loss_cls: 0.6135, loss: 0.6135, grad_norm: 6.9906 2021-06-21 04:49:44,806 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-04, eta: 4:01:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9547, loss_cls: 0.5727, loss: 0.5727, grad_norm: 6.9716 2021-06-21 04:49:55,926 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-04, eta: 4:01:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9523, loss_cls: 0.5818, loss: 0.5818, grad_norm: 7.1406 2021-06-21 04:50:07,058 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-04, eta: 4:01:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.6963, loss: 0.6963, grad_norm: 7.8726 2021-06-21 04:50:18,175 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-04, eta: 4:00:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.5956, loss: 0.5956, grad_norm: 7.2006 2021-06-21 04:50:29,307 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-04, eta: 4:00:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9563, loss_cls: 0.5925, loss: 0.5925, grad_norm: 7.1902 2021-06-21 04:50:40,452 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-04, eta: 4:00:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6333, loss: 0.6333, grad_norm: 7.2343 2021-06-21 04:50:51,576 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-04, eta: 4:00:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9570, loss_cls: 0.6213, loss: 0.6213, grad_norm: 7.1948 2021-06-21 04:51:02,721 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-04, eta: 4:00:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.2692 2021-06-21 04:51:13,862 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-04, eta: 3:59:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.5922, loss: 0.5922, grad_norm: 7.2901 2021-06-21 04:51:24,985 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-04, eta: 3:59:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9445, loss_cls: 0.6677, loss: 0.6677, grad_norm: 7.5451 2021-06-21 04:51:36,130 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-04, eta: 3:59:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6118, loss: 0.6118, grad_norm: 7.3846 2021-06-21 04:51:47,266 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-04, eta: 3:59:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.7022, loss: 0.7022, grad_norm: 7.5137 2021-06-21 04:51:58,397 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-04, eta: 3:59:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6591, loss: 0.6591, grad_norm: 7.5635 2021-06-21 04:52:09,547 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-04, eta: 3:58:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9383, loss_cls: 0.6870, loss: 0.6870, grad_norm: 7.6730 2021-06-21 04:52:20,684 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-04, eta: 3:58:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6295, loss: 0.6295, grad_norm: 7.2767 2021-06-21 04:52:31,811 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-04, eta: 3:58:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9398, loss_cls: 0.6578, loss: 0.6578, grad_norm: 7.3319 2021-06-21 04:52:42,943 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-04, eta: 3:58:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.1751 2021-06-21 04:52:54,062 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-04, eta: 3:58:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9555, loss_cls: 0.6305, loss: 0.6305, grad_norm: 7.5200 2021-06-21 04:53:05,205 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-04, eta: 3:57:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9430, loss_cls: 0.6744, loss: 0.6744, grad_norm: 7.6290 2021-06-21 04:53:16,350 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-04, eta: 3:57:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9594, loss_cls: 0.5865, loss: 0.5865, grad_norm: 7.2794 2021-06-21 04:53:27,492 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-04, eta: 3:57:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6232, loss: 0.6232, grad_norm: 7.1801 2021-06-21 04:53:38,631 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-04, eta: 3:57:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6621, loss: 0.6621, grad_norm: 7.4488 2021-06-21 04:53:49,771 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-04, eta: 3:57:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6261, loss: 0.6261, grad_norm: 7.3819 2021-06-21 04:54:00,897 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-04, eta: 3:56:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6236, loss: 0.6236, grad_norm: 7.3006 2021-06-21 04:54:12,045 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-04, eta: 3:56:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6807, loss: 0.6807, grad_norm: 7.7101 2021-06-21 04:54:23,174 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-04, eta: 3:56:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5710, loss: 0.5710, grad_norm: 7.0331 2021-06-21 04:54:34,319 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-04, eta: 3:56:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9523, loss_cls: 0.6317, loss: 0.6317, grad_norm: 7.3356 2021-06-21 04:54:45,474 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-04, eta: 3:56:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6004, loss: 0.6004, grad_norm: 7.1788 2021-06-21 04:54:56,639 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-04, eta: 3:56:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6134, loss: 0.6134, grad_norm: 6.9574 2021-06-21 04:55:07,771 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-04, eta: 3:55:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9648, loss_cls: 0.6161, loss: 0.6161, grad_norm: 7.7127 2021-06-21 04:55:18,939 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-04, eta: 3:55:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6937, loss: 0.6937, grad_norm: 7.5465 2021-06-21 04:55:30,079 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-04, eta: 3:55:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9625, loss_cls: 0.5614, loss: 0.5614, grad_norm: 7.0231 2021-06-21 04:55:41,217 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-04, eta: 3:55:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9484, loss_cls: 0.6493, loss: 0.6493, grad_norm: 7.6084 2021-06-21 04:55:52,380 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-04, eta: 3:55:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9523, loss_cls: 0.6255, loss: 0.6255, grad_norm: 7.3693 2021-06-21 04:56:03,500 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-04, eta: 3:54:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6488, loss: 0.6488, grad_norm: 7.5188 2021-06-21 04:56:14,638 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-04, eta: 3:54:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9539, loss_cls: 0.5883, loss: 0.5883, grad_norm: 6.7053 2021-06-21 04:56:25,762 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-04, eta: 3:54:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9437, loss_cls: 0.6379, loss: 0.6379, grad_norm: 7.2473 2021-06-21 04:56:36,888 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-04, eta: 3:54:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6568, loss: 0.6568, grad_norm: 7.5960 2021-06-21 04:56:48,036 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-04, eta: 3:54:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9508, loss_cls: 0.5998, loss: 0.5998, grad_norm: 7.1124 2021-06-21 04:56:59,177 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-04, eta: 3:53:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.6001, loss: 0.6001, grad_norm: 6.8661 2021-06-21 04:57:10,311 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-04, eta: 3:53:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9461, loss_cls: 0.6259, loss: 0.6259, grad_norm: 7.1785 2021-06-21 04:57:21,463 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-04, eta: 3:53:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6734, loss: 0.6734, grad_norm: 7.4515 2021-06-21 04:57:32,614 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-04, eta: 3:53:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9500, loss_cls: 0.6386, loss: 0.6386, grad_norm: 7.2936 2021-06-21 04:57:43,757 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-04, eta: 3:53:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.6881, loss: 0.6881, grad_norm: 7.8302 2021-06-21 04:57:54,884 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-04, eta: 3:52:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9602, loss_cls: 0.5608, loss: 0.5608, grad_norm: 6.8579 2021-06-21 04:58:06,042 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-04, eta: 3:52:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9492, loss_cls: 0.6921, loss: 0.6921, grad_norm: 7.4369 2021-06-21 04:58:17,144 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-04, eta: 3:52:31, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9594, loss_cls: 0.5740, loss: 0.5740, grad_norm: 7.2311 2021-06-21 04:58:28,293 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-04, eta: 3:52:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9578, loss_cls: 0.5658, loss: 0.5658, grad_norm: 7.1478 2021-06-21 04:58:39,443 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-04, eta: 3:52:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.6348, loss: 0.6348, grad_norm: 7.2396 2021-06-21 04:58:50,581 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-04, eta: 3:51:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9563, loss_cls: 0.5772, loss: 0.5772, grad_norm: 7.2560 2021-06-21 04:59:01,714 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-04, eta: 3:51:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9508, loss_cls: 0.6445, loss: 0.6445, grad_norm: 7.5671 2021-06-21 04:59:12,849 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-04, eta: 3:51:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6168, loss: 0.6168, grad_norm: 7.5319 2021-06-21 04:59:23,980 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-04, eta: 3:51:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9453, loss_cls: 0.6496, loss: 0.6496, grad_norm: 7.7263 2021-06-21 04:59:35,117 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-04, eta: 3:51:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9539, loss_cls: 0.6062, loss: 0.6062, grad_norm: 7.1442 2021-06-21 04:59:46,241 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-04, eta: 3:50:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9602, loss_cls: 0.5835, loss: 0.5835, grad_norm: 7.1481 2021-06-21 04:59:57,386 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-04, eta: 3:50:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9523, loss_cls: 0.6349, loss: 0.6349, grad_norm: 7.2950 2021-06-21 05:00:08,516 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-04, eta: 3:50:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6439, loss: 0.6439, grad_norm: 7.3195 2021-06-21 05:00:19,646 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-04, eta: 3:50:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6707, loss: 0.6707, grad_norm: 7.5219 2021-06-21 05:00:30,791 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-04, eta: 3:50:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9641, loss_cls: 0.5871, loss: 0.5871, grad_norm: 7.1303 2021-06-21 05:00:41,919 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-04, eta: 3:50:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9578, loss_cls: 0.6033, loss: 0.6033, grad_norm: 7.1999 2021-06-21 05:00:53,071 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-04, eta: 3:49:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9531, loss_cls: 0.6502, loss: 0.6502, grad_norm: 7.7396 2021-06-21 05:01:04,217 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-04, eta: 3:49:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9492, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.2544 2021-06-21 05:01:15,355 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-04, eta: 3:49:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9398, loss_cls: 0.6358, loss: 0.6358, grad_norm: 7.2846 2021-06-21 05:01:26,501 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-04, eta: 3:49:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6484, loss: 0.6484, grad_norm: 7.5975 2021-06-21 05:01:37,627 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-04, eta: 3:49:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6544, loss: 0.6544, grad_norm: 7.7474 2021-06-21 05:01:48,753 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-04, eta: 3:48:51, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9602, loss_cls: 0.5716, loss: 0.5716, grad_norm: 7.1161 2021-06-21 05:01:59,886 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-04, eta: 3:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.1492 2021-06-21 05:02:11,008 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-04, eta: 3:48:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9586, loss_cls: 0.6154, loss: 0.6154, grad_norm: 7.4025 2021-06-21 05:02:22,137 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-04, eta: 3:48:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9508, loss_cls: 0.5990, loss: 0.5990, grad_norm: 7.1190 2021-06-21 05:02:33,269 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-04, eta: 3:48:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9500, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.2300 2021-06-21 05:02:44,413 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-04, eta: 3:47:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9453, loss_cls: 0.6364, loss: 0.6364, grad_norm: 7.1989 2021-06-21 05:02:55,553 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-04, eta: 3:47:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9570, loss_cls: 0.6189, loss: 0.6189, grad_norm: 7.3919 2021-06-21 05:03:06,671 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-04, eta: 3:47:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6613, loss: 0.6613, grad_norm: 7.4215 2021-06-21 05:03:17,808 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-04, eta: 3:47:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9578, loss_cls: 0.5865, loss: 0.5865, grad_norm: 7.1490 2021-06-21 05:03:28,953 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-04, eta: 3:47:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9570, loss_cls: 0.5677, loss: 0.5677, grad_norm: 6.8579 2021-06-21 05:03:40,098 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-04, eta: 3:46:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.5983, loss: 0.5983, grad_norm: 7.2766 2021-06-21 05:03:51,250 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-04, eta: 3:46:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9398, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.2922 2021-06-21 05:04:02,389 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-04, eta: 3:46:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9563, loss_cls: 0.6191, loss: 0.6191, grad_norm: 7.6670 2021-06-21 05:04:13,541 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-04, eta: 3:46:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9461, loss_cls: 0.6532, loss: 0.6532, grad_norm: 7.3539 2021-06-21 05:04:24,684 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-04, eta: 3:46:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.6037, loss: 0.6037, grad_norm: 7.3121 2021-06-21 05:04:35,838 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-04, eta: 3:45:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9437, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.4980 2021-06-21 05:04:46,979 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-04, eta: 3:45:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6544, loss: 0.6544, grad_norm: 7.8487 2021-06-21 05:04:58,129 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-04, eta: 3:45:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9477, loss_cls: 0.6524, loss: 0.6524, grad_norm: 7.4035 2021-06-21 05:05:09,253 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-04, eta: 3:45:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9336, loss_cls: 0.7612, loss: 0.7612, grad_norm: 8.1323 2021-06-21 05:05:20,389 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-04, eta: 3:45:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6377, loss: 0.6377, grad_norm: 7.5167 2021-06-21 05:05:31,554 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-04, eta: 3:45:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9578, loss_cls: 0.5967, loss: 0.5967, grad_norm: 7.4534 2021-06-21 05:05:42,694 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-04, eta: 3:44:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6413, loss: 0.6413, grad_norm: 7.3010 2021-06-21 05:05:53,850 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-04, eta: 3:44:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.3092 2021-06-21 05:06:05,009 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-04, eta: 3:44:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9500, loss_cls: 0.5986, loss: 0.5986, grad_norm: 6.9976 2021-06-21 05:06:16,145 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-04, eta: 3:44:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6522, loss: 0.6522, grad_norm: 7.5697 2021-06-21 05:06:27,274 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-04, eta: 3:44:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9445, loss_cls: 0.6611, loss: 0.6611, grad_norm: 7.3382 2021-06-21 05:06:38,412 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-04, eta: 3:43:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9609, loss_cls: 0.6002, loss: 0.6002, grad_norm: 7.3163 2021-06-21 05:06:49,562 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-04, eta: 3:43:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9484, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.4729 2021-06-21 05:07:00,714 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-04, eta: 3:43:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9531, loss_cls: 0.5613, loss: 0.5613, grad_norm: 6.7933 2021-06-21 05:07:11,849 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-04, eta: 3:43:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9492, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.1289 2021-06-21 05:07:22,982 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-04, eta: 3:43:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9609, loss_cls: 0.5826, loss: 0.5826, grad_norm: 7.1241 2021-06-21 05:07:34,152 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-04, eta: 3:42:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6064, loss: 0.6064, grad_norm: 7.1142 2021-06-21 05:07:45,295 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-04, eta: 3:42:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9414, loss_cls: 0.6774, loss: 0.6774, grad_norm: 7.8724 2021-06-21 05:07:56,444 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-04, eta: 3:42:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9492, loss_cls: 0.6186, loss: 0.6186, grad_norm: 7.1190 2021-06-21 05:08:07,584 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-04, eta: 3:42:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9477, loss_cls: 0.6356, loss: 0.6356, grad_norm: 7.4184 2021-06-21 05:08:18,721 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-04, eta: 3:42:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9563, loss_cls: 0.6090, loss: 0.6090, grad_norm: 7.1302 2021-06-21 05:08:29,863 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-04, eta: 3:41:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.2340 2021-06-21 05:08:41,055 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-04, eta: 3:41:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6238, loss: 0.6238, grad_norm: 7.1252 2021-06-21 05:08:52,143 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-04, eta: 3:41:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9531, loss_cls: 0.6694, loss: 0.6694, grad_norm: 7.7295 2021-06-21 05:09:03,281 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-04, eta: 3:41:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9430, loss_cls: 0.6913, loss: 0.6913, grad_norm: 7.5965 2021-06-21 05:09:14,425 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-04, eta: 3:41:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9539, loss_cls: 0.6519, loss: 0.6519, grad_norm: 7.6464 2021-06-21 05:09:25,581 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-04, eta: 3:40:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.5277 2021-06-21 05:09:36,721 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-04, eta: 3:40:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6125, loss: 0.6125, grad_norm: 7.3118 2021-06-21 05:09:47,883 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-04, eta: 3:40:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9523, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.1189 2021-06-21 05:09:59,071 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-04, eta: 3:40:21, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6542, loss: 0.6542, grad_norm: 7.4454 2021-06-21 05:10:10,190 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-04, eta: 3:40:10, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9516, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.0895 2021-06-21 05:10:21,330 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-04, eta: 3:39:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9492, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.4663 2021-06-21 05:10:32,471 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-04, eta: 3:39:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.6767, loss: 0.6767, grad_norm: 7.5640 2021-06-21 05:10:43,603 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-04, eta: 3:39:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9477, loss_cls: 0.6184, loss: 0.6184, grad_norm: 7.2351 2021-06-21 05:10:54,740 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-04, eta: 3:39:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9617, loss_cls: 0.5518, loss: 0.5518, grad_norm: 6.9986 2021-06-21 05:11:05,881 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-04, eta: 3:39:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9516, loss_cls: 0.5985, loss: 0.5985, grad_norm: 7.2175 2021-06-21 05:11:16,985 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-04, eta: 3:39:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9406, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.6183 2021-06-21 05:11:28,127 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-04, eta: 3:38:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.6191, loss: 0.6191, grad_norm: 7.3757 2021-06-21 05:11:39,253 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-04, eta: 3:38:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9570, loss_cls: 0.6175, loss: 0.6175, grad_norm: 7.3675 2021-06-21 05:11:50,367 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-04, eta: 3:38:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9578, loss_cls: 0.6054, loss: 0.6054, grad_norm: 7.2404 2021-06-21 05:12:01,504 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-04, eta: 3:38:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.1831 2021-06-21 05:12:12,782 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-04, eta: 3:38:02, time: 0.563, data_time: 0.009, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6348, loss: 0.6348, grad_norm: 7.4743 2021-06-21 05:12:23,921 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-04, eta: 3:37:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9484, loss_cls: 0.6538, loss: 0.6538, grad_norm: 7.5714 2021-06-21 05:12:35,056 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-04, eta: 3:37:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9469, loss_cls: 0.6387, loss: 0.6387, grad_norm: 7.5118 2021-06-21 05:12:46,199 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-04, eta: 3:37:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6517, loss: 0.6517, grad_norm: 7.3716 2021-06-21 05:12:57,325 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-04, eta: 3:37:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6277, loss: 0.6277, grad_norm: 7.2733 2021-06-21 05:16:01,433 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 05:16:02,303 - mmaction - INFO - top1_acc 0.7244 top5_acc 0.9067 2021-06-21 05:16:02,304 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 05:16:02,337 - mmaction - INFO - mean_acc 0.7244 2021-06-21 05:16:02,345 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-06-21 05:16:02,795 - mmaction - INFO - Epoch(val) [94][207] top1_acc: 0.7244, top5_acc: 0.9067, mean_class_accuracy: 0.7244 2021-06-21 05:17:32,205 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-04, eta: 3:36:59, time: 4.467, data_time: 3.848, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9453, loss_cls: 0.5968, loss: 0.5968, grad_norm: 6.9565 2021-06-21 05:17:43,351 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-04, eta: 3:36:47, time: 0.559, data_time: 0.007, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6496, loss: 0.6496, grad_norm: 7.5948 2021-06-21 05:17:54,456 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-04, eta: 3:36:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9531, loss_cls: 0.5974, loss: 0.5974, grad_norm: 7.1464 2021-06-21 05:18:05,564 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-04, eta: 3:36:24, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9578, loss_cls: 0.6461, loss: 0.6461, grad_norm: 7.6259 2021-06-21 05:18:16,666 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-04, eta: 3:36:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9555, loss_cls: 0.5985, loss: 0.5985, grad_norm: 7.0113 2021-06-21 05:18:27,797 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-04, eta: 3:36:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.5954, loss: 0.5954, grad_norm: 7.0482 2021-06-21 05:18:38,929 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-04, eta: 3:35:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.2930 2021-06-21 05:18:50,051 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-04, eta: 3:35:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.5803 2021-06-21 05:19:01,148 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-04, eta: 3:35:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.4912 2021-06-21 05:19:12,267 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-04, eta: 3:35:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9539, loss_cls: 0.6301, loss: 0.6301, grad_norm: 7.6251 2021-06-21 05:19:23,384 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-04, eta: 3:35:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6458, loss: 0.6458, grad_norm: 7.4130 2021-06-21 05:19:34,534 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-04, eta: 3:34:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9602, loss_cls: 0.6017, loss: 0.6017, grad_norm: 7.2423 2021-06-21 05:19:45,659 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-04, eta: 3:34:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6039, loss: 0.6039, grad_norm: 7.4404 2021-06-21 05:19:56,791 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-04, eta: 3:34:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9375, loss_cls: 0.6755, loss: 0.6755, grad_norm: 7.6011 2021-06-21 05:20:08,615 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-04, eta: 3:34:17, time: 0.591, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6165, loss: 0.6165, grad_norm: 7.3248 2021-06-21 05:20:19,756 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-04, eta: 3:34:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6155, loss: 0.6155, grad_norm: 7.2715 2021-06-21 05:20:30,883 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-04, eta: 3:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9570, loss_cls: 0.6272, loss: 0.6272, grad_norm: 7.2954 2021-06-21 05:20:42,018 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-04, eta: 3:33:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.5911, loss: 0.5911, grad_norm: 7.1401 2021-06-21 05:20:53,140 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-04, eta: 3:33:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9570, loss_cls: 0.5977, loss: 0.5977, grad_norm: 7.0984 2021-06-21 05:21:04,285 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-04, eta: 3:33:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9500, loss_cls: 0.5935, loss: 0.5935, grad_norm: 6.9893 2021-06-21 05:21:15,447 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-04, eta: 3:33:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6215, loss: 0.6215, grad_norm: 7.4303 2021-06-21 05:21:26,575 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-04, eta: 3:32:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9461, loss_cls: 0.6052, loss: 0.6052, grad_norm: 7.0451 2021-06-21 05:21:37,708 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-04, eta: 3:32:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9586, loss_cls: 0.5733, loss: 0.5733, grad_norm: 6.9676 2021-06-21 05:21:48,828 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-04, eta: 3:32:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9555, loss_cls: 0.6297, loss: 0.6297, grad_norm: 7.3163 2021-06-21 05:21:59,985 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-04, eta: 3:32:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9375, loss_cls: 0.6718, loss: 0.6718, grad_norm: 7.3775 2021-06-21 05:22:11,115 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-04, eta: 3:32:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9453, loss_cls: 0.6443, loss: 0.6443, grad_norm: 7.2701 2021-06-21 05:22:22,220 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-04, eta: 3:31:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.6403, loss: 0.6403, grad_norm: 7.4306 2021-06-21 05:22:33,361 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-04, eta: 3:31:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.6596, loss: 0.6596, grad_norm: 7.4785 2021-06-21 05:22:44,490 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-04, eta: 3:31:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9570, loss_cls: 0.5811, loss: 0.5811, grad_norm: 7.0465 2021-06-21 05:22:55,634 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-04, eta: 3:31:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9617, loss_cls: 0.5903, loss: 0.5903, grad_norm: 7.3588 2021-06-21 05:23:06,789 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-04, eta: 3:31:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9516, loss_cls: 0.6309, loss: 0.6309, grad_norm: 7.2858 2021-06-21 05:23:17,912 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-04, eta: 3:31:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9594, loss_cls: 0.6006, loss: 0.6006, grad_norm: 7.1964 2021-06-21 05:23:29,033 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-04, eta: 3:30:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.5944, loss: 0.5944, grad_norm: 7.1812 2021-06-21 05:23:40,168 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-04, eta: 3:30:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9516, loss_cls: 0.6075, loss: 0.6075, grad_norm: 7.5393 2021-06-21 05:23:51,314 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-04, eta: 3:30:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.5590 2021-06-21 05:24:02,465 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-04, eta: 3:30:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9508, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.5427 2021-06-21 05:24:13,613 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-04, eta: 3:30:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6191, loss: 0.6191, grad_norm: 7.1822 2021-06-21 05:24:24,742 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-04, eta: 3:29:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9484, loss_cls: 0.6535, loss: 0.6535, grad_norm: 7.4008 2021-06-21 05:24:35,868 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-04, eta: 3:29:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9531, loss_cls: 0.6728, loss: 0.6728, grad_norm: 7.9622 2021-06-21 05:24:47,011 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-04, eta: 3:29:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9539, loss_cls: 0.6196, loss: 0.6196, grad_norm: 7.3007 2021-06-21 05:24:58,157 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-04, eta: 3:29:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6089, loss: 0.6089, grad_norm: 7.0136 2021-06-21 05:25:09,301 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-04, eta: 3:29:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9500, loss_cls: 0.6532, loss: 0.6532, grad_norm: 7.5672 2021-06-21 05:25:20,428 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-04, eta: 3:28:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6271, loss: 0.6271, grad_norm: 7.2838 2021-06-21 05:25:31,558 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-04, eta: 3:28:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9469, loss_cls: 0.6392, loss: 0.6392, grad_norm: 7.5302 2021-06-21 05:25:42,724 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-04, eta: 3:28:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6119, loss: 0.6119, grad_norm: 7.0044 2021-06-21 05:25:53,865 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-04, eta: 3:28:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.5936, loss: 0.5936, grad_norm: 7.0585 2021-06-21 05:26:05,004 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-04, eta: 3:28:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9430, loss_cls: 0.6516, loss: 0.6516, grad_norm: 7.6412 2021-06-21 05:26:16,132 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-04, eta: 3:27:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9555, loss_cls: 0.5963, loss: 0.5963, grad_norm: 7.0072 2021-06-21 05:26:27,276 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-04, eta: 3:27:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.3666 2021-06-21 05:26:38,425 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-04, eta: 3:27:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6177, loss: 0.6177, grad_norm: 7.5084 2021-06-21 05:26:49,564 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-04, eta: 3:27:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6564, loss: 0.6564, grad_norm: 7.4943 2021-06-21 05:27:00,705 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-04, eta: 3:27:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9453, loss_cls: 0.6354, loss: 0.6354, grad_norm: 7.3041 2021-06-21 05:27:11,799 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-04, eta: 3:26:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6561, loss: 0.6561, grad_norm: 7.5027 2021-06-21 05:27:22,931 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-04, eta: 3:26:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6338, loss: 0.6338, grad_norm: 7.3775 2021-06-21 05:27:34,042 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-04, eta: 3:26:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9500, loss_cls: 0.6258, loss: 0.6258, grad_norm: 7.4223 2021-06-21 05:27:45,189 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-04, eta: 3:26:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9563, loss_cls: 0.6051, loss: 0.6051, grad_norm: 7.4019 2021-06-21 05:27:56,361 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-04, eta: 3:26:10, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6287, loss: 0.6287, grad_norm: 7.3645 2021-06-21 05:28:07,443 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-04, eta: 3:25:59, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9531, loss_cls: 0.6037, loss: 0.6037, grad_norm: 7.2185 2021-06-21 05:28:18,585 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-04, eta: 3:25:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9492, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.2814 2021-06-21 05:28:29,707 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-04, eta: 3:25:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.5821, loss: 0.5821, grad_norm: 7.2228 2021-06-21 05:28:40,862 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-04, eta: 3:25:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9492, loss_cls: 0.6317, loss: 0.6317, grad_norm: 7.3412 2021-06-21 05:28:51,988 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-04, eta: 3:25:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9484, loss_cls: 0.6309, loss: 0.6309, grad_norm: 7.4624 2021-06-21 05:29:03,135 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-04, eta: 3:25:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9531, loss_cls: 0.6035, loss: 0.6035, grad_norm: 7.2982 2021-06-21 05:29:14,256 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-04, eta: 3:24:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9555, loss_cls: 0.5586, loss: 0.5586, grad_norm: 6.7135 2021-06-21 05:29:25,380 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-04, eta: 3:24:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9602, loss_cls: 0.5839, loss: 0.5839, grad_norm: 7.1856 2021-06-21 05:29:36,500 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-04, eta: 3:24:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9586, loss_cls: 0.5837, loss: 0.5837, grad_norm: 7.2393 2021-06-21 05:29:47,639 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-04, eta: 3:24:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6282, loss: 0.6282, grad_norm: 7.2641 2021-06-21 05:29:58,756 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-04, eta: 3:24:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9547, loss_cls: 0.5851, loss: 0.5851, grad_norm: 7.1796 2021-06-21 05:30:09,928 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-04, eta: 3:23:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9414, loss_cls: 0.6450, loss: 0.6450, grad_norm: 7.0184 2021-06-21 05:30:21,043 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-04, eta: 3:23:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.5136 2021-06-21 05:30:32,178 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-04, eta: 3:23:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6321, loss: 0.6321, grad_norm: 7.5444 2021-06-21 05:30:43,314 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-04, eta: 3:23:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9516, loss_cls: 0.5579, loss: 0.5579, grad_norm: 6.6994 2021-06-21 05:30:54,467 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-04, eta: 3:23:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9570, loss_cls: 0.6109, loss: 0.6109, grad_norm: 7.2535 2021-06-21 05:31:05,611 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-04, eta: 3:22:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9563, loss_cls: 0.5932, loss: 0.5932, grad_norm: 6.9620 2021-06-21 05:31:16,712 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-04, eta: 3:22:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6538, loss: 0.6538, grad_norm: 7.5522 2021-06-21 05:31:27,850 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-04, eta: 3:22:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6428, loss: 0.6428, grad_norm: 7.4460 2021-06-21 05:31:38,977 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-04, eta: 3:22:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6523, loss: 0.6523, grad_norm: 7.3452 2021-06-21 05:31:50,108 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-04, eta: 3:22:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9477, loss_cls: 0.6707, loss: 0.6707, grad_norm: 7.7065 2021-06-21 05:32:01,248 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-04, eta: 3:21:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9531, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.2827 2021-06-21 05:32:12,369 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-04, eta: 3:21:44, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9555, loss_cls: 0.6247, loss: 0.6247, grad_norm: 7.3689 2021-06-21 05:32:23,505 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-04, eta: 3:21:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9539, loss_cls: 0.6005, loss: 0.6005, grad_norm: 7.3083 2021-06-21 05:32:34,634 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-04, eta: 3:21:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9586, loss_cls: 0.6009, loss: 0.6009, grad_norm: 7.2303 2021-06-21 05:32:45,753 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-04, eta: 3:21:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9578, loss_cls: 0.6094, loss: 0.6094, grad_norm: 7.2441 2021-06-21 05:32:56,885 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-04, eta: 3:20:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9578, loss_cls: 0.5741, loss: 0.5741, grad_norm: 6.8529 2021-06-21 05:33:08,022 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-04, eta: 3:20:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6173, loss: 0.6173, grad_norm: 7.1110 2021-06-21 05:33:19,175 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-04, eta: 3:20:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9469, loss_cls: 0.6347, loss: 0.6347, grad_norm: 7.1459 2021-06-21 05:33:30,324 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-04, eta: 3:20:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9648, loss_cls: 0.5617, loss: 0.5617, grad_norm: 6.8806 2021-06-21 05:33:41,470 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-04, eta: 3:20:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9547, loss_cls: 0.6323, loss: 0.6323, grad_norm: 7.4547 2021-06-21 05:33:52,610 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-04, eta: 3:19:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6532, loss: 0.6532, grad_norm: 7.3239 2021-06-21 05:34:03,746 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-04, eta: 3:19:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9484, loss_cls: 0.6435, loss: 0.6435, grad_norm: 7.2361 2021-06-21 05:34:14,884 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-04, eta: 3:19:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6256, loss: 0.6256, grad_norm: 7.3116 2021-06-21 05:34:26,002 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-04, eta: 3:19:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9500, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.6235 2021-06-21 05:34:37,134 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-04, eta: 3:19:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9641, loss_cls: 0.6090, loss: 0.6090, grad_norm: 7.0938 2021-06-21 05:34:48,280 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-04, eta: 3:19:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9430, loss_cls: 0.6232, loss: 0.6232, grad_norm: 7.1515 2021-06-21 05:34:59,424 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-04, eta: 3:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9508, loss_cls: 0.6089, loss: 0.6089, grad_norm: 7.3827 2021-06-21 05:35:10,588 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-04, eta: 3:18:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9500, loss_cls: 0.6491, loss: 0.6491, grad_norm: 7.3841 2021-06-21 05:35:21,714 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-04, eta: 3:18:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6110, loss: 0.6110, grad_norm: 7.0397 2021-06-21 05:35:32,841 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-04, eta: 3:18:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9555, loss_cls: 0.5678, loss: 0.5678, grad_norm: 7.1384 2021-06-21 05:35:43,960 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-04, eta: 3:18:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9500, loss_cls: 0.6504, loss: 0.6504, grad_norm: 7.7601 2021-06-21 05:35:55,110 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-04, eta: 3:17:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6526, loss: 0.6526, grad_norm: 7.4311 2021-06-21 05:36:06,250 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-04, eta: 3:17:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9555, loss_cls: 0.6012, loss: 0.6012, grad_norm: 7.1989 2021-06-21 05:36:17,393 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-04, eta: 3:17:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9398, loss_cls: 0.6689, loss: 0.6689, grad_norm: 7.6581 2021-06-21 05:36:28,513 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-04, eta: 3:17:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9625, loss_cls: 0.5494, loss: 0.5494, grad_norm: 7.2875 2021-06-21 05:36:39,652 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-04, eta: 3:17:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9547, loss_cls: 0.6242, loss: 0.6242, grad_norm: 7.3699 2021-06-21 05:36:50,776 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-04, eta: 3:16:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9539, loss_cls: 0.6252, loss: 0.6252, grad_norm: 7.2295 2021-06-21 05:37:01,903 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-04, eta: 3:16:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9563, loss_cls: 0.5914, loss: 0.5914, grad_norm: 7.4130 2021-06-21 05:37:13,049 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-04, eta: 3:16:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9492, loss_cls: 0.6427, loss: 0.6427, grad_norm: 7.5857 2021-06-21 05:37:24,183 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-04, eta: 3:16:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9547, loss_cls: 0.5883, loss: 0.5883, grad_norm: 7.1531 2021-06-21 05:37:35,330 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-04, eta: 3:16:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6449, loss: 0.6449, grad_norm: 7.4175 2021-06-21 05:37:46,446 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-04, eta: 3:15:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9586, loss_cls: 0.5842, loss: 0.5842, grad_norm: 7.0820 2021-06-21 05:37:57,569 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-04, eta: 3:15:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9508, loss_cls: 0.5987, loss: 0.5987, grad_norm: 7.0006 2021-06-21 05:38:08,697 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-04, eta: 3:15:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9453, loss_cls: 0.6910, loss: 0.6910, grad_norm: 7.6295 2021-06-21 05:38:19,820 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-04, eta: 3:15:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9570, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.2546 2021-06-21 05:38:30,958 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-04, eta: 3:15:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9422, loss_cls: 0.6807, loss: 0.6807, grad_norm: 7.3221 2021-06-21 05:38:42,071 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-04, eta: 3:14:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9492, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.3053 2021-06-21 05:38:53,205 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-04, eta: 3:14:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.4707 2021-06-21 05:39:04,350 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-04, eta: 3:14:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6158, loss: 0.6158, grad_norm: 7.3723 2021-06-21 05:39:15,485 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-04, eta: 3:14:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6355, loss: 0.6355, grad_norm: 7.4343 2021-06-21 05:39:26,623 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-04, eta: 3:14:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9492, loss_cls: 0.6175, loss: 0.6175, grad_norm: 7.3386 2021-06-21 05:39:37,740 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-04, eta: 3:14:00, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9508, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.1431 2021-06-21 05:39:48,877 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-04, eta: 3:13:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6321, loss: 0.6321, grad_norm: 7.3484 2021-06-21 05:40:00,017 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-04, eta: 3:13:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9563, loss_cls: 0.6338, loss: 0.6338, grad_norm: 7.2485 2021-06-21 05:40:11,163 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-04, eta: 3:13:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6467, loss: 0.6467, grad_norm: 7.4459 2021-06-21 05:40:22,284 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-04, eta: 3:13:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9430, loss_cls: 0.6731, loss: 0.6731, grad_norm: 7.5860 2021-06-21 05:40:33,426 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-04, eta: 3:13:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6652, loss: 0.6652, grad_norm: 7.6261 2021-06-21 05:40:44,560 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-04, eta: 3:12:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6474, loss: 0.6474, grad_norm: 7.6736 2021-06-21 05:40:55,716 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-04, eta: 3:12:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9547, loss_cls: 0.6588, loss: 0.6588, grad_norm: 7.6411 2021-06-21 05:41:06,823 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-04, eta: 3:12:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9406, loss_cls: 0.6308, loss: 0.6308, grad_norm: 7.3373 2021-06-21 05:41:17,945 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-04, eta: 3:12:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9508, loss_cls: 0.6169, loss: 0.6169, grad_norm: 7.3848 2021-06-21 05:41:29,090 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-04, eta: 3:12:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9586, loss_cls: 0.5822, loss: 0.5822, grad_norm: 7.2896 2021-06-21 05:41:40,232 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-04, eta: 3:11:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9594, loss_cls: 0.6200, loss: 0.6200, grad_norm: 7.5374 2021-06-21 05:41:51,360 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-04, eta: 3:11:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9656, loss_cls: 0.6001, loss: 0.6001, grad_norm: 7.3594 2021-06-21 05:42:02,469 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-04, eta: 3:11:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9594, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.3135 2021-06-21 05:42:13,619 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-04, eta: 3:11:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9430, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.1265 2021-06-21 05:42:24,723 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-04, eta: 3:11:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9563, loss_cls: 0.5693, loss: 0.5693, grad_norm: 6.8251 2021-06-21 05:42:35,863 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-04, eta: 3:10:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9609, loss_cls: 0.6114, loss: 0.6114, grad_norm: 7.1636 2021-06-21 05:42:46,994 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-04, eta: 3:10:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6628, loss: 0.6628, grad_norm: 7.5081 2021-06-21 05:42:58,110 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-04, eta: 3:10:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9367, loss_cls: 0.6744, loss: 0.6744, grad_norm: 7.2669 2021-06-21 05:43:09,225 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-04, eta: 3:10:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6169, loss: 0.6169, grad_norm: 7.3816 2021-06-21 05:43:20,399 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-04, eta: 3:10:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9359, loss_cls: 0.7132, loss: 0.7132, grad_norm: 7.7000 2021-06-21 05:43:31,537 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-04, eta: 3:09:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6292, loss: 0.6292, grad_norm: 7.4693 2021-06-21 05:43:42,647 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-04, eta: 3:09:46, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9539, loss_cls: 0.6416, loss: 0.6416, grad_norm: 7.6114 2021-06-21 05:43:53,789 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-04, eta: 3:09:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9563, loss_cls: 0.6313, loss: 0.6313, grad_norm: 7.5012 2021-06-21 05:44:04,949 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-04, eta: 3:09:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6975, loss: 0.6975, grad_norm: 7.7100 2021-06-21 05:44:16,084 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-04, eta: 3:09:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9516, loss_cls: 0.5969, loss: 0.5969, grad_norm: 7.4741 2021-06-21 05:44:27,226 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-04, eta: 3:08:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9430, loss_cls: 0.6599, loss: 0.6599, grad_norm: 7.5786 2021-06-21 05:44:38,377 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-04, eta: 3:08:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9586, loss_cls: 0.5962, loss: 0.5962, grad_norm: 7.2049 2021-06-21 05:44:49,516 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-04, eta: 3:08:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6246, loss: 0.6246, grad_norm: 7.3728 2021-06-21 05:45:00,650 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-04, eta: 3:08:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.5742, loss: 0.5742, grad_norm: 7.0471 2021-06-21 05:45:11,810 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-04, eta: 3:08:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9563, loss_cls: 0.5995, loss: 0.5995, grad_norm: 7.2518 2021-06-21 05:45:22,931 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-04, eta: 3:08:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9547, loss_cls: 0.6411, loss: 0.6411, grad_norm: 7.4670 2021-06-21 05:45:34,092 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-04, eta: 3:07:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9500, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.4611 2021-06-21 05:45:45,243 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-04, eta: 3:07:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9477, loss_cls: 0.6485, loss: 0.6485, grad_norm: 7.4501 2021-06-21 05:45:56,379 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-04, eta: 3:07:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6892, loss: 0.6892, grad_norm: 7.7014 2021-06-21 05:46:07,520 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-04, eta: 3:07:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9445, loss_cls: 0.6590, loss: 0.6590, grad_norm: 7.6266 2021-06-21 05:46:18,660 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-04, eta: 3:07:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6650, loss: 0.6650, grad_norm: 7.5149 2021-06-21 05:46:29,806 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-04, eta: 3:06:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9539, loss_cls: 0.6305, loss: 0.6305, grad_norm: 7.2424 2021-06-21 05:46:40,961 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-04, eta: 3:06:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9578, loss_cls: 0.5641, loss: 0.5641, grad_norm: 7.0052 2021-06-21 05:46:52,119 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-04, eta: 3:06:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9500, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.7504 2021-06-21 05:47:03,261 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-04, eta: 3:06:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6343, loss: 0.6343, grad_norm: 7.3152 2021-06-21 05:47:14,409 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-04, eta: 3:06:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9508, loss_cls: 0.6204, loss: 0.6204, grad_norm: 7.4614 2021-06-21 05:47:25,536 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-04, eta: 3:05:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9477, loss_cls: 0.6378, loss: 0.6378, grad_norm: 7.1888 2021-06-21 05:47:36,663 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-04, eta: 3:05:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9609, loss_cls: 0.5748, loss: 0.5748, grad_norm: 7.1730 2021-06-21 05:47:47,807 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-04, eta: 3:05:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9516, loss_cls: 0.6354, loss: 0.6354, grad_norm: 7.5274 2021-06-21 05:47:58,956 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-04, eta: 3:05:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9648, loss_cls: 0.5483, loss: 0.5483, grad_norm: 7.1203 2021-06-21 05:48:10,111 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-04, eta: 3:05:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6910, loss: 0.6910, grad_norm: 7.7990 2021-06-21 05:48:21,253 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-04, eta: 3:04:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9367, loss_cls: 0.7010, loss: 0.7010, grad_norm: 7.8176 2021-06-21 05:48:32,381 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-04, eta: 3:04:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8648, top5_acc: 0.9602, loss_cls: 0.5477, loss: 0.5477, grad_norm: 6.9313 2021-06-21 05:48:43,516 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-04, eta: 3:04:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9437, loss_cls: 0.7046, loss: 0.7046, grad_norm: 7.7585 2021-06-21 05:48:54,656 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-04, eta: 3:04:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9602, loss_cls: 0.5870, loss: 0.5870, grad_norm: 6.9503 2021-06-21 05:49:05,803 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-04, eta: 3:04:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9547, loss_cls: 0.5848, loss: 0.5848, grad_norm: 7.2705 2021-06-21 05:49:16,934 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-04, eta: 3:03:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9508, loss_cls: 0.6728, loss: 0.6728, grad_norm: 7.6331 2021-06-21 05:49:28,087 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-04, eta: 3:03:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6579, loss: 0.6579, grad_norm: 7.5638 2021-06-21 05:49:39,257 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-04, eta: 3:03:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.4097 2021-06-21 05:49:50,420 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-04, eta: 3:03:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9445, loss_cls: 0.6721, loss: 0.6721, grad_norm: 7.5140 2021-06-21 05:50:01,566 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-04, eta: 3:03:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6452, loss: 0.6452, grad_norm: 7.5461 2021-06-21 05:50:12,827 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-04, eta: 3:03:00, time: 0.562, data_time: 0.006, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9523, loss_cls: 0.5987, loss: 0.5987, grad_norm: 7.1541 2021-06-21 05:50:23,945 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-04, eta: 3:02:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9469, loss_cls: 0.6259, loss: 0.6259, grad_norm: 7.1946 2021-06-21 05:50:35,103 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-04, eta: 3:02:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9492, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.5655 2021-06-21 05:50:46,243 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-04, eta: 3:02:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9523, loss_cls: 0.6648, loss: 0.6648, grad_norm: 7.7529 2021-06-21 05:50:57,379 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-04, eta: 3:02:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9414, loss_cls: 0.6878, loss: 0.6878, grad_norm: 7.3662 2021-06-21 05:51:08,511 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-04, eta: 3:02:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9609, loss_cls: 0.5756, loss: 0.5756, grad_norm: 7.0281 2021-06-21 05:51:19,643 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-04, eta: 3:01:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9609, loss_cls: 0.5752, loss: 0.5752, grad_norm: 7.0141 2021-06-21 05:51:30,799 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-04, eta: 3:01:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9383, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.7814 2021-06-21 05:51:41,940 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-04, eta: 3:01:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9414, loss_cls: 0.6575, loss: 0.6575, grad_norm: 7.2424 2021-06-21 05:51:53,090 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-04, eta: 3:01:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6858, loss: 0.6858, grad_norm: 7.6168 2021-06-21 05:52:04,223 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-04, eta: 3:01:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9461, loss_cls: 0.6335, loss: 0.6335, grad_norm: 7.2679 2021-06-21 05:55:05,136 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 05:55:06,006 - mmaction - INFO - top1_acc 0.7237 top5_acc 0.9058 2021-06-21 05:55:06,006 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 05:55:06,040 - mmaction - INFO - mean_acc 0.7237 2021-06-21 05:55:06,048 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-06-21 05:55:06,728 - mmaction - INFO - Epoch(val) [95][207] top1_acc: 0.7237, top5_acc: 0.9058, mean_class_accuracy: 0.7237 2021-06-21 05:56:28,407 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-04, eta: 3:00:46, time: 4.083, data_time: 3.518, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9406, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.5011 2021-06-21 05:56:39,543 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-04, eta: 3:00:35, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.6682, loss: 0.6682, grad_norm: 8.0168 2021-06-21 05:56:50,630 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-04, eta: 3:00:23, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9563, loss_cls: 0.6064, loss: 0.6064, grad_norm: 7.2194 2021-06-21 05:57:01,732 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-04, eta: 3:00:11, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9555, loss_cls: 0.6302, loss: 0.6302, grad_norm: 7.3138 2021-06-21 05:57:12,845 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-04, eta: 3:00:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9523, loss_cls: 0.6139, loss: 0.6139, grad_norm: 7.3431 2021-06-21 05:57:23,955 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-04, eta: 2:59:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.5973, loss: 0.5973, grad_norm: 6.9728 2021-06-21 05:57:35,070 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-04, eta: 2:59:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9469, loss_cls: 0.5901, loss: 0.5901, grad_norm: 7.1956 2021-06-21 05:57:46,259 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-04, eta: 2:59:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9492, loss_cls: 0.5964, loss: 0.5964, grad_norm: 7.0349 2021-06-21 05:57:57,334 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-04, eta: 2:59:14, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9398, loss_cls: 0.7046, loss: 0.7046, grad_norm: 7.6903 2021-06-21 05:58:08,462 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-04, eta: 2:59:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.5883, loss: 0.5883, grad_norm: 7.2620 2021-06-21 05:58:19,573 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-04, eta: 2:58:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9430, loss_cls: 0.6671, loss: 0.6671, grad_norm: 7.5100 2021-06-21 05:58:30,696 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-04, eta: 2:58:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6451, loss: 0.6451, grad_norm: 7.4340 2021-06-21 05:58:41,844 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-04, eta: 2:58:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9461, loss_cls: 0.6431, loss: 0.6431, grad_norm: 7.3462 2021-06-21 05:58:52,967 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-04, eta: 2:58:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9508, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.3865 2021-06-21 05:59:04,094 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-04, eta: 2:58:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9648, loss_cls: 0.5734, loss: 0.5734, grad_norm: 6.7745 2021-06-21 05:59:15,228 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-04, eta: 2:57:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9547, loss_cls: 0.5940, loss: 0.5940, grad_norm: 7.1628 2021-06-21 05:59:26,344 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-04, eta: 2:57:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9445, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.1599 2021-06-21 05:59:37,487 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-04, eta: 2:57:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9656, loss_cls: 0.5545, loss: 0.5545, grad_norm: 7.2575 2021-06-21 05:59:48,669 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-04, eta: 2:57:18, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9539, loss_cls: 0.6322, loss: 0.6322, grad_norm: 7.1847 2021-06-21 05:59:59,747 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-04, eta: 2:57:06, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9547, loss_cls: 0.5807, loss: 0.5807, grad_norm: 6.7742 2021-06-21 06:00:17,589 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-04, eta: 2:56:55, time: 0.887, data_time: 0.003, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.4558 2021-06-21 06:00:28,711 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-04, eta: 2:56:43, time: 0.562, data_time: 0.007, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9602, loss_cls: 0.5796, loss: 0.5796, grad_norm: 6.9793 2021-06-21 06:00:39,867 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-04, eta: 2:56:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6418, loss: 0.6418, grad_norm: 7.5095 2021-06-21 06:00:51,007 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-04, eta: 2:56:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.7787 2021-06-21 06:01:02,135 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-04, eta: 2:56:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9578, loss_cls: 0.5994, loss: 0.5994, grad_norm: 7.3747 2021-06-21 06:01:13,269 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-04, eta: 2:55:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9617, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.7038 2021-06-21 06:01:24,387 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-04, eta: 2:55:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9484, loss_cls: 0.6130, loss: 0.6130, grad_norm: 7.4019 2021-06-21 06:01:35,524 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-04, eta: 2:55:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9477, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.3230 2021-06-21 06:01:46,656 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-04, eta: 2:55:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6378, loss: 0.6378, grad_norm: 7.6213 2021-06-21 06:01:57,803 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-04, eta: 2:55:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6257, loss: 0.6257, grad_norm: 7.3629 2021-06-21 06:02:08,927 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-04, eta: 2:54:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9523, loss_cls: 0.6171, loss: 0.6171, grad_norm: 7.1000 2021-06-21 06:02:20,051 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-04, eta: 2:54:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9563, loss_cls: 0.6326, loss: 0.6326, grad_norm: 7.4573 2021-06-21 06:02:31,193 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-04, eta: 2:54:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9477, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.5977 2021-06-21 06:02:42,336 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-04, eta: 2:54:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6451, loss: 0.6451, grad_norm: 7.1405 2021-06-21 06:02:53,472 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-04, eta: 2:54:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6577, loss: 0.6577, grad_norm: 7.4882 2021-06-21 06:03:04,593 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-04, eta: 2:54:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6163, loss: 0.6163, grad_norm: 7.4510 2021-06-21 06:03:15,726 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-04, eta: 2:53:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9563, loss_cls: 0.5979, loss: 0.5979, grad_norm: 7.1919 2021-06-21 06:03:26,850 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-04, eta: 2:53:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.6826, loss: 0.6826, grad_norm: 7.6204 2021-06-21 06:03:37,998 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-04, eta: 2:53:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6027, loss: 0.6027, grad_norm: 7.3599 2021-06-21 06:03:50,863 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-04, eta: 2:53:15, time: 0.644, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9477, loss_cls: 0.7060, loss: 0.7060, grad_norm: 7.8125 2021-06-21 06:04:01,991 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-04, eta: 2:53:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.5773, loss: 0.5773, grad_norm: 7.1119 2021-06-21 06:04:13,123 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-04, eta: 2:52:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9586, loss_cls: 0.5930, loss: 0.5930, grad_norm: 7.3105 2021-06-21 06:04:24,264 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-04, eta: 2:52:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6528, loss: 0.6528, grad_norm: 7.5312 2021-06-21 06:04:35,402 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-04, eta: 2:52:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9508, loss_cls: 0.6558, loss: 0.6558, grad_norm: 7.4357 2021-06-21 06:04:46,545 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-04, eta: 2:52:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9398, loss_cls: 0.6977, loss: 0.6977, grad_norm: 7.5969 2021-06-21 06:04:57,689 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-04, eta: 2:52:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6319, loss: 0.6319, grad_norm: 7.2213 2021-06-21 06:05:08,815 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-04, eta: 2:51:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6266, loss: 0.6266, grad_norm: 7.4800 2021-06-21 06:05:19,931 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-04, eta: 2:51:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9539, loss_cls: 0.5591, loss: 0.5591, grad_norm: 6.9768 2021-06-21 06:05:31,073 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-04, eta: 2:51:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9461, loss_cls: 0.6465, loss: 0.6465, grad_norm: 7.2213 2021-06-21 06:05:42,174 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-04, eta: 2:51:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9414, loss_cls: 0.6982, loss: 0.6982, grad_norm: 7.6620 2021-06-21 06:05:53,317 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-04, eta: 2:51:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9547, loss_cls: 0.5870, loss: 0.5870, grad_norm: 7.0245 2021-06-21 06:06:04,461 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-04, eta: 2:50:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.6826, loss: 0.6826, grad_norm: 7.6448 2021-06-21 06:06:15,601 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-04, eta: 2:50:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9516, loss_cls: 0.6302, loss: 0.6302, grad_norm: 7.2904 2021-06-21 06:06:26,721 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-04, eta: 2:50:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9547, loss_cls: 0.5953, loss: 0.5953, grad_norm: 7.1551 2021-06-21 06:06:37,827 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-04, eta: 2:50:21, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9563, loss_cls: 0.5563, loss: 0.5563, grad_norm: 6.9238 2021-06-21 06:06:48,953 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-04, eta: 2:50:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9500, loss_cls: 0.5952, loss: 0.5952, grad_norm: 7.2583 2021-06-21 06:07:00,100 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-04, eta: 2:49:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.4717 2021-06-21 06:07:11,240 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-04, eta: 2:49:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9469, loss_cls: 0.6463, loss: 0.6463, grad_norm: 7.3318 2021-06-21 06:07:22,380 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-04, eta: 2:49:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9359, loss_cls: 0.6860, loss: 0.6860, grad_norm: 7.5691 2021-06-21 06:07:33,522 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-04, eta: 2:49:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9523, loss_cls: 0.6207, loss: 0.6207, grad_norm: 7.2746 2021-06-21 06:07:44,656 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-04, eta: 2:49:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9414, loss_cls: 0.6821, loss: 0.6821, grad_norm: 7.7022 2021-06-21 06:07:55,803 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-04, eta: 2:49:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9523, loss_cls: 0.6501, loss: 0.6501, grad_norm: 7.4464 2021-06-21 06:08:06,904 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-04, eta: 2:48:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9477, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.5804 2021-06-21 06:08:18,029 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-04, eta: 2:48:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9531, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.2485 2021-06-21 06:08:29,153 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-04, eta: 2:48:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8625, top5_acc: 0.9539, loss_cls: 0.5604, loss: 0.5604, grad_norm: 7.1161 2021-06-21 06:08:40,299 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-04, eta: 2:48:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9586, loss_cls: 0.6108, loss: 0.6108, grad_norm: 7.3499 2021-06-21 06:08:51,438 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-04, eta: 2:48:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6018, loss: 0.6018, grad_norm: 7.1708 2021-06-21 06:09:02,577 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-04, eta: 2:47:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9445, loss_cls: 0.6307, loss: 0.6307, grad_norm: 7.3108 2021-06-21 06:09:13,695 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-04, eta: 2:47:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9500, loss_cls: 0.5918, loss: 0.5918, grad_norm: 7.2121 2021-06-21 06:09:24,849 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-04, eta: 2:47:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9516, loss_cls: 0.5825, loss: 0.5825, grad_norm: 7.0684 2021-06-21 06:09:35,990 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-04, eta: 2:47:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9406, loss_cls: 0.6637, loss: 0.6637, grad_norm: 7.2762 2021-06-21 06:09:47,151 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-04, eta: 2:47:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9375, loss_cls: 0.6572, loss: 0.6572, grad_norm: 7.4196 2021-06-21 06:09:58,351 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-04, eta: 2:46:53, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6225, loss: 0.6225, grad_norm: 7.3630 2021-06-21 06:10:09,445 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-04, eta: 2:46:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.5813, loss: 0.5813, grad_norm: 7.1009 2021-06-21 06:10:20,585 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-04, eta: 2:46:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.6996, loss: 0.6996, grad_norm: 7.6021 2021-06-21 06:10:31,705 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-04, eta: 2:46:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9555, loss_cls: 0.6186, loss: 0.6186, grad_norm: 7.3951 2021-06-21 06:10:42,852 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-04, eta: 2:46:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.6743, loss: 0.6743, grad_norm: 7.6700 2021-06-21 06:10:54,017 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-04, eta: 2:45:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.5842, loss: 0.5842, grad_norm: 7.2067 2021-06-21 06:11:05,200 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-04, eta: 2:45:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9594, loss_cls: 0.5867, loss: 0.5867, grad_norm: 7.1346 2021-06-21 06:11:16,341 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-04, eta: 2:45:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6396, loss: 0.6396, grad_norm: 7.9658 2021-06-21 06:11:27,485 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-04, eta: 2:45:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6301, loss: 0.6301, grad_norm: 7.1933 2021-06-21 06:11:38,617 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-04, eta: 2:45:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.6115, loss: 0.6115, grad_norm: 7.5128 2021-06-21 06:11:49,770 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-04, eta: 2:44:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8633, top5_acc: 0.9586, loss_cls: 0.5815, loss: 0.5815, grad_norm: 7.0480 2021-06-21 06:12:00,920 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-04, eta: 2:44:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9500, loss_cls: 0.6519, loss: 0.6519, grad_norm: 7.1253 2021-06-21 06:12:12,054 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-04, eta: 2:44:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9578, loss_cls: 0.6027, loss: 0.6027, grad_norm: 7.4764 2021-06-21 06:12:23,194 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-04, eta: 2:44:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9430, loss_cls: 0.6535, loss: 0.6535, grad_norm: 7.3167 2021-06-21 06:12:34,338 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-04, eta: 2:44:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6334, loss: 0.6334, grad_norm: 7.3823 2021-06-21 06:12:45,473 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-04, eta: 2:43:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9437, loss_cls: 0.6813, loss: 0.6813, grad_norm: 7.6629 2021-06-21 06:12:56,612 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-04, eta: 2:43:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6217, loss: 0.6217, grad_norm: 7.4568 2021-06-21 06:13:07,736 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-04, eta: 2:43:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6659, loss: 0.6659, grad_norm: 7.6283 2021-06-21 06:13:18,873 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-04, eta: 2:43:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.5954, loss: 0.5954, grad_norm: 7.2394 2021-06-21 06:13:30,029 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-04, eta: 2:43:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9531, loss_cls: 0.5914, loss: 0.5914, grad_norm: 7.3007 2021-06-21 06:13:41,172 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-04, eta: 2:43:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6251, loss: 0.6251, grad_norm: 7.2188 2021-06-21 06:13:52,322 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-04, eta: 2:42:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9469, loss_cls: 0.6253, loss: 0.6253, grad_norm: 7.5833 2021-06-21 06:14:03,451 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-04, eta: 2:42:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9477, loss_cls: 0.6182, loss: 0.6182, grad_norm: 7.0691 2021-06-21 06:14:14,588 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-04, eta: 2:42:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6286, loss: 0.6286, grad_norm: 7.2806 2021-06-21 06:14:25,725 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-04, eta: 2:42:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9508, loss_cls: 0.5959, loss: 0.5959, grad_norm: 7.4412 2021-06-21 06:14:36,852 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-04, eta: 2:42:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.6201, loss: 0.6201, grad_norm: 7.2221 2021-06-21 06:14:47,997 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-04, eta: 2:41:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.5969, loss: 0.5969, grad_norm: 7.3435 2021-06-21 06:14:59,155 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-04, eta: 2:41:40, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9531, loss_cls: 0.6588, loss: 0.6588, grad_norm: 7.5475 2021-06-21 06:15:10,322 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-04, eta: 2:41:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6410, loss: 0.6410, grad_norm: 7.2434 2021-06-21 06:15:21,446 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-04, eta: 2:41:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6108, loss: 0.6108, grad_norm: 7.2911 2021-06-21 06:15:32,593 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-04, eta: 2:41:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9445, loss_cls: 0.6588, loss: 0.6588, grad_norm: 7.7030 2021-06-21 06:15:43,739 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-04, eta: 2:40:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6556, loss: 0.6556, grad_norm: 7.3634 2021-06-21 06:15:54,882 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-04, eta: 2:40:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9414, loss_cls: 0.6776, loss: 0.6776, grad_norm: 7.5263 2021-06-21 06:16:06,033 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-04, eta: 2:40:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9531, loss_cls: 0.6438, loss: 0.6438, grad_norm: 7.6706 2021-06-21 06:16:17,186 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-04, eta: 2:40:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.2390 2021-06-21 06:16:28,309 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-04, eta: 2:40:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9445, loss_cls: 0.6732, loss: 0.6732, grad_norm: 7.6493 2021-06-21 06:16:39,450 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-04, eta: 2:39:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.6534 2021-06-21 06:16:50,584 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-04, eta: 2:39:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9570, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.4977 2021-06-21 06:17:01,735 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-04, eta: 2:39:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9586, loss_cls: 0.5779, loss: 0.5779, grad_norm: 7.3448 2021-06-21 06:17:12,895 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-04, eta: 2:39:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9453, loss_cls: 0.6745, loss: 0.6745, grad_norm: 7.4994 2021-06-21 06:17:24,028 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-04, eta: 2:39:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8625, top5_acc: 0.9594, loss_cls: 0.5827, loss: 0.5827, grad_norm: 7.1028 2021-06-21 06:17:35,182 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-04, eta: 2:38:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9500, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.3924 2021-06-21 06:17:46,296 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-04, eta: 2:38:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9531, loss_cls: 0.5989, loss: 0.5989, grad_norm: 7.2128 2021-06-21 06:17:57,441 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-04, eta: 2:38:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6159, loss: 0.6159, grad_norm: 7.3600 2021-06-21 06:18:08,576 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-04, eta: 2:38:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9570, loss_cls: 0.6201, loss: 0.6201, grad_norm: 7.4195 2021-06-21 06:18:19,702 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-04, eta: 2:38:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9453, loss_cls: 0.6518, loss: 0.6518, grad_norm: 7.4580 2021-06-21 06:18:30,843 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-04, eta: 2:38:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6421, loss: 0.6421, grad_norm: 7.3939 2021-06-21 06:18:41,969 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-04, eta: 2:37:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6105, loss: 0.6105, grad_norm: 7.3889 2021-06-21 06:18:53,108 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-04, eta: 2:37:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9609, loss_cls: 0.5971, loss: 0.5971, grad_norm: 7.4849 2021-06-21 06:19:04,254 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-04, eta: 2:37:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9539, loss_cls: 0.6048, loss: 0.6048, grad_norm: 7.1513 2021-06-21 06:19:15,387 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-04, eta: 2:37:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6607, loss: 0.6607, grad_norm: 7.6487 2021-06-21 06:19:26,501 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-04, eta: 2:37:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9563, loss_cls: 0.5997, loss: 0.5997, grad_norm: 7.2940 2021-06-21 06:19:37,628 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-04, eta: 2:36:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9500, loss_cls: 0.5917, loss: 0.5917, grad_norm: 7.2295 2021-06-21 06:19:48,783 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-04, eta: 2:36:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7101, loss: 0.7101, grad_norm: 7.7366 2021-06-21 06:19:59,942 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-04, eta: 2:36:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9500, loss_cls: 0.6467, loss: 0.6467, grad_norm: 7.2684 2021-06-21 06:20:11,079 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-04, eta: 2:36:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9539, loss_cls: 0.5959, loss: 0.5959, grad_norm: 6.9423 2021-06-21 06:20:22,211 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-04, eta: 2:36:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6236, loss: 0.6236, grad_norm: 7.4110 2021-06-21 06:20:33,327 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-04, eta: 2:35:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6260, loss: 0.6260, grad_norm: 7.2379 2021-06-21 06:20:44,460 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-04, eta: 2:35:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6235, loss: 0.6235, grad_norm: 7.2765 2021-06-21 06:20:55,598 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-04, eta: 2:35:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9570, loss_cls: 0.5981, loss: 0.5981, grad_norm: 7.4218 2021-06-21 06:21:06,750 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-04, eta: 2:35:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9641, loss_cls: 0.5913, loss: 0.5913, grad_norm: 7.3660 2021-06-21 06:21:17,884 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-04, eta: 2:35:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6228, loss: 0.6228, grad_norm: 7.4129 2021-06-21 06:21:29,023 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-04, eta: 2:34:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9516, loss_cls: 0.6300, loss: 0.6300, grad_norm: 7.2466 2021-06-21 06:21:40,182 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-04, eta: 2:34:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.6267, loss: 0.6267, grad_norm: 7.4159 2021-06-21 06:21:51,326 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-04, eta: 2:34:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.6063 2021-06-21 06:22:02,473 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-04, eta: 2:34:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9539, loss_cls: 0.6320, loss: 0.6320, grad_norm: 7.5608 2021-06-21 06:22:13,601 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-04, eta: 2:34:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9461, loss_cls: 0.6156, loss: 0.6156, grad_norm: 7.0411 2021-06-21 06:22:24,733 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-04, eta: 2:33:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9547, loss_cls: 0.5793, loss: 0.5793, grad_norm: 7.2050 2021-06-21 06:22:35,876 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-04, eta: 2:33:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6633, loss: 0.6633, grad_norm: 7.4778 2021-06-21 06:22:47,020 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-04, eta: 2:33:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.3468 2021-06-21 06:22:58,158 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-04, eta: 2:33:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9578, loss_cls: 0.5915, loss: 0.5915, grad_norm: 7.0966 2021-06-21 06:23:09,284 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-04, eta: 2:33:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9461, loss_cls: 0.6284, loss: 0.6284, grad_norm: 7.3531 2021-06-21 06:23:20,425 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-04, eta: 2:32:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9469, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.5274 2021-06-21 06:23:31,547 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-04, eta: 2:32:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6190, loss: 0.6190, grad_norm: 7.3043 2021-06-21 06:23:42,708 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-04, eta: 2:32:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9547, loss_cls: 0.6080, loss: 0.6080, grad_norm: 7.2396 2021-06-21 06:23:53,859 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-04, eta: 2:32:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6346, loss: 0.6346, grad_norm: 7.4423 2021-06-21 06:24:04,996 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-04, eta: 2:32:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.5764, loss: 0.5764, grad_norm: 6.9496 2021-06-21 06:24:16,120 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-04, eta: 2:32:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9578, loss_cls: 0.5983, loss: 0.5983, grad_norm: 7.2217 2021-06-21 06:24:27,251 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-04, eta: 2:31:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9508, loss_cls: 0.6668, loss: 0.6668, grad_norm: 7.8465 2021-06-21 06:24:38,389 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-04, eta: 2:31:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9531, loss_cls: 0.6562, loss: 0.6562, grad_norm: 7.5185 2021-06-21 06:24:49,525 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-04, eta: 2:31:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9492, loss_cls: 0.6135, loss: 0.6135, grad_norm: 7.3475 2021-06-21 06:25:00,627 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-04, eta: 2:31:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9609, loss_cls: 0.5814, loss: 0.5814, grad_norm: 7.2067 2021-06-21 06:25:11,774 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-04, eta: 2:31:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9500, loss_cls: 0.6704, loss: 0.6704, grad_norm: 7.6224 2021-06-21 06:25:22,893 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-04, eta: 2:30:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6066, loss: 0.6066, grad_norm: 7.2870 2021-06-21 06:25:34,045 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-04, eta: 2:30:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6525, loss: 0.6525, grad_norm: 7.4728 2021-06-21 06:25:45,191 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-04, eta: 2:30:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.2371 2021-06-21 06:25:56,328 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-04, eta: 2:30:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.5955, loss: 0.5955, grad_norm: 7.0637 2021-06-21 06:26:07,476 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-04, eta: 2:30:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6182, loss: 0.6182, grad_norm: 7.4770 2021-06-21 06:26:18,608 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-04, eta: 2:29:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9570, loss_cls: 0.6363, loss: 0.6363, grad_norm: 7.7356 2021-06-21 06:26:29,727 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-04, eta: 2:29:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.6887, loss: 0.6887, grad_norm: 7.9140 2021-06-21 06:26:40,865 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-04, eta: 2:29:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9563, loss_cls: 0.6300, loss: 0.6300, grad_norm: 7.8511 2021-06-21 06:26:51,984 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-04, eta: 2:29:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9453, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.2855 2021-06-21 06:27:03,131 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-04, eta: 2:29:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9477, loss_cls: 0.6592, loss: 0.6592, grad_norm: 7.5965 2021-06-21 06:27:14,271 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-04, eta: 2:28:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.5953, loss: 0.5953, grad_norm: 7.2130 2021-06-21 06:27:25,403 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-04, eta: 2:28:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9555, loss_cls: 0.5932, loss: 0.5932, grad_norm: 7.1615 2021-06-21 06:27:36,536 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-04, eta: 2:28:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9453, loss_cls: 0.6524, loss: 0.6524, grad_norm: 7.2846 2021-06-21 06:27:47,687 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-04, eta: 2:28:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.1556 2021-06-21 06:27:58,822 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-04, eta: 2:28:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.6629 2021-06-21 06:28:09,950 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-04, eta: 2:27:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6876, loss: 0.6876, grad_norm: 7.5576 2021-06-21 06:28:21,070 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-04, eta: 2:27:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6394, loss: 0.6394, grad_norm: 7.3888 2021-06-21 06:28:32,190 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-04, eta: 2:27:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9570, loss_cls: 0.5598, loss: 0.5598, grad_norm: 7.3532 2021-06-21 06:28:43,316 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-04, eta: 2:27:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9555, loss_cls: 0.5665, loss: 0.5665, grad_norm: 6.9881 2021-06-21 06:28:54,452 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-04, eta: 2:27:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9563, loss_cls: 0.6163, loss: 0.6163, grad_norm: 7.5503 2021-06-21 06:29:05,607 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-04, eta: 2:27:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6732, loss: 0.6732, grad_norm: 7.7750 2021-06-21 06:29:16,732 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-04, eta: 2:26:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6263, loss: 0.6263, grad_norm: 7.2955 2021-06-21 06:29:27,867 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-04, eta: 2:26:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9492, loss_cls: 0.5982, loss: 0.5982, grad_norm: 7.2704 2021-06-21 06:29:39,005 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-04, eta: 2:26:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9555, loss_cls: 0.5827, loss: 0.5827, grad_norm: 7.0009 2021-06-21 06:29:50,141 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-04, eta: 2:26:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.6124, loss: 0.6124, grad_norm: 7.4475 2021-06-21 06:30:01,313 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-04, eta: 2:26:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6618, loss: 0.6618, grad_norm: 7.4422 2021-06-21 06:30:12,513 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-04, eta: 2:25:51, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9414, loss_cls: 0.6824, loss: 0.6824, grad_norm: 7.5016 2021-06-21 06:30:23,642 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-04, eta: 2:25:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9633, loss_cls: 0.5567, loss: 0.5567, grad_norm: 6.8918 2021-06-21 06:30:34,766 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-04, eta: 2:25:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9461, loss_cls: 0.6076, loss: 0.6076, grad_norm: 7.1508 2021-06-21 06:30:45,930 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-04, eta: 2:25:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9539, loss_cls: 0.6033, loss: 0.6033, grad_norm: 7.1250 2021-06-21 06:30:57,070 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-04, eta: 2:25:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6505, loss: 0.6505, grad_norm: 7.5468 2021-06-21 06:31:08,221 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-04, eta: 2:24:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9445, loss_cls: 0.6539, loss: 0.6539, grad_norm: 7.4306 2021-06-21 06:33:25,575 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 06:33:26,444 - mmaction - INFO - top1_acc 0.7264 top5_acc 0.9073 2021-06-21 06:33:26,444 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 06:33:26,512 - mmaction - INFO - mean_acc 0.7263 2021-06-21 06:33:26,520 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-06-21 06:33:26,885 - mmaction - INFO - Epoch(val) [96][207] top1_acc: 0.7264, top5_acc: 0.9073, mean_class_accuracy: 0.7263 2021-06-21 06:34:53,545 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-04, eta: 2:24:34, time: 4.330, data_time: 3.733, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9570, loss_cls: 0.5966, loss: 0.5966, grad_norm: 7.2407 2021-06-21 06:35:04,649 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-04, eta: 2:24:23, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.4031 2021-06-21 06:35:15,752 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-04, eta: 2:24:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9664, loss_cls: 0.5353, loss: 0.5353, grad_norm: 7.0465 2021-06-21 06:35:26,858 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-04, eta: 2:24:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.6143, loss: 0.6143, grad_norm: 7.3874 2021-06-21 06:35:37,969 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-04, eta: 2:23:48, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9523, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.1357 2021-06-21 06:35:49,077 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-04, eta: 2:23:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6138, loss: 0.6138, grad_norm: 7.2735 2021-06-21 06:36:00,200 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-04, eta: 2:23:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6606, loss: 0.6606, grad_norm: 7.5522 2021-06-21 06:36:11,325 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-04, eta: 2:23:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.4097 2021-06-21 06:36:22,448 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-04, eta: 2:23:02, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9344, loss_cls: 0.7102, loss: 0.7102, grad_norm: 7.6940 2021-06-21 06:36:33,611 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-04, eta: 2:22:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9539, loss_cls: 0.6027, loss: 0.6027, grad_norm: 7.2332 2021-06-21 06:36:44,735 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-04, eta: 2:22:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9594, loss_cls: 0.5773, loss: 0.5773, grad_norm: 7.1264 2021-06-21 06:36:55,846 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-04, eta: 2:22:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9594, loss_cls: 0.5848, loss: 0.5848, grad_norm: 7.2294 2021-06-21 06:37:06,965 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-04, eta: 2:22:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.5944, loss: 0.5944, grad_norm: 7.2589 2021-06-21 06:37:18,093 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-04, eta: 2:22:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9477, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.7987 2021-06-21 06:37:29,243 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-04, eta: 2:21:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6448, loss: 0.6448, grad_norm: 7.6487 2021-06-21 06:37:40,372 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-04, eta: 2:21:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9539, loss_cls: 0.6170, loss: 0.6170, grad_norm: 7.3163 2021-06-21 06:37:51,507 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-04, eta: 2:21:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.3741 2021-06-21 06:38:02,640 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-04, eta: 2:21:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9633, loss_cls: 0.5727, loss: 0.5727, grad_norm: 7.2572 2021-06-21 06:38:13,794 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-04, eta: 2:21:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6564, loss: 0.6564, grad_norm: 7.6226 2021-06-21 06:38:24,911 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-04, eta: 2:20:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.3631 2021-06-21 06:38:36,052 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-04, eta: 2:20:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9586, loss_cls: 0.5676, loss: 0.5676, grad_norm: 7.1418 2021-06-21 06:38:47,193 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-04, eta: 2:20:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9570, loss_cls: 0.6192, loss: 0.6192, grad_norm: 7.5942 2021-06-21 06:38:58,348 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-04, eta: 2:20:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9617, loss_cls: 0.5843, loss: 0.5843, grad_norm: 7.4457 2021-06-21 06:39:09,502 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-04, eta: 2:20:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9523, loss_cls: 0.6273, loss: 0.6273, grad_norm: 7.5161 2021-06-21 06:39:20,631 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-04, eta: 2:19:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6892, loss: 0.6892, grad_norm: 7.5430 2021-06-21 06:39:31,765 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-04, eta: 2:19:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9453, loss_cls: 0.6701, loss: 0.6701, grad_norm: 7.6471 2021-06-21 06:39:42,924 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-04, eta: 2:19:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9492, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.6637 2021-06-21 06:39:54,058 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-04, eta: 2:19:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9563, loss_cls: 0.6421, loss: 0.6421, grad_norm: 7.4669 2021-06-21 06:40:05,209 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-04, eta: 2:19:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9531, loss_cls: 0.5943, loss: 0.5943, grad_norm: 7.4113 2021-06-21 06:40:16,356 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-04, eta: 2:18:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9422, loss_cls: 0.6778, loss: 0.6778, grad_norm: 7.8264 2021-06-21 06:40:27,491 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-04, eta: 2:18:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9570, loss_cls: 0.5759, loss: 0.5759, grad_norm: 7.0405 2021-06-21 06:40:38,603 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-04, eta: 2:18:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9406, loss_cls: 0.6754, loss: 0.6754, grad_norm: 7.3858 2021-06-21 06:40:49,744 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-04, eta: 2:18:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9508, loss_cls: 0.6175, loss: 0.6175, grad_norm: 7.0970 2021-06-21 06:41:00,900 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-04, eta: 2:18:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9453, loss_cls: 0.6608, loss: 0.6608, grad_norm: 7.3659 2021-06-21 06:41:12,047 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-04, eta: 2:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9445, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.5273 2021-06-21 06:41:23,193 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-04, eta: 2:17:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8664, top5_acc: 0.9602, loss_cls: 0.5600, loss: 0.5600, grad_norm: 6.8371 2021-06-21 06:41:34,319 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-04, eta: 2:17:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.2943 2021-06-21 06:41:45,450 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-04, eta: 2:17:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9602, loss_cls: 0.5679, loss: 0.5679, grad_norm: 7.2619 2021-06-21 06:41:56,601 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-04, eta: 2:17:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9500, loss_cls: 0.6601, loss: 0.6601, grad_norm: 7.4271 2021-06-21 06:42:07,737 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-04, eta: 2:17:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9555, loss_cls: 0.5852, loss: 0.5852, grad_norm: 7.4767 2021-06-21 06:42:18,871 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-04, eta: 2:16:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9484, loss_cls: 0.6765, loss: 0.6765, grad_norm: 7.8229 2021-06-21 06:42:30,043 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-04, eta: 2:16:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9516, loss_cls: 0.6722, loss: 0.6722, grad_norm: 7.7904 2021-06-21 06:42:41,161 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-04, eta: 2:16:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6667, loss: 0.6667, grad_norm: 7.7068 2021-06-21 06:42:52,301 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-04, eta: 2:16:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9484, loss_cls: 0.6527, loss: 0.6527, grad_norm: 7.1844 2021-06-21 06:43:03,461 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-04, eta: 2:16:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9555, loss_cls: 0.5645, loss: 0.5645, grad_norm: 7.2701 2021-06-21 06:43:14,614 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-04, eta: 2:15:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9648, loss_cls: 0.5419, loss: 0.5419, grad_norm: 6.7029 2021-06-21 06:43:25,745 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-04, eta: 2:15:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9469, loss_cls: 0.6794, loss: 0.6794, grad_norm: 7.8411 2021-06-21 06:43:36,890 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-04, eta: 2:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6252, loss: 0.6252, grad_norm: 7.3109 2021-06-21 06:43:48,036 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-04, eta: 2:15:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6272, loss: 0.6272, grad_norm: 7.3395 2021-06-21 06:43:59,188 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-04, eta: 2:15:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9484, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.3444 2021-06-21 06:44:10,351 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-04, eta: 2:14:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.5980, loss: 0.5980, grad_norm: 7.2214 2021-06-21 06:44:21,495 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-04, eta: 2:14:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9469, loss_cls: 0.6560, loss: 0.6560, grad_norm: 7.4526 2021-06-21 06:44:32,678 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-04, eta: 2:14:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9570, loss_cls: 0.5912, loss: 0.5912, grad_norm: 7.0143 2021-06-21 06:44:43,760 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-04, eta: 2:14:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9469, loss_cls: 0.6226, loss: 0.6226, grad_norm: 7.1840 2021-06-21 06:44:54,953 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-04, eta: 2:14:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9422, loss_cls: 0.6630, loss: 0.6630, grad_norm: 7.5289 2021-06-21 06:45:06,123 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-04, eta: 2:13:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9523, loss_cls: 0.6567, loss: 0.6567, grad_norm: 7.6892 2021-06-21 06:45:17,223 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-04, eta: 2:13:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6023, loss: 0.6023, grad_norm: 7.1636 2021-06-21 06:45:28,356 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-04, eta: 2:13:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6263, loss: 0.6263, grad_norm: 7.3987 2021-06-21 06:45:39,515 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-04, eta: 2:13:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9477, loss_cls: 0.6318, loss: 0.6318, grad_norm: 7.2955 2021-06-21 06:45:50,656 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-04, eta: 2:13:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9461, loss_cls: 0.6623, loss: 0.6623, grad_norm: 7.6610 2021-06-21 06:46:01,828 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-04, eta: 2:13:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9563, loss_cls: 0.5612, loss: 0.5612, grad_norm: 7.0738 2021-06-21 06:46:12,969 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-04, eta: 2:12:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6515, loss: 0.6515, grad_norm: 7.2754 2021-06-21 06:46:24,098 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-04, eta: 2:12:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9492, loss_cls: 0.7003, loss: 0.7003, grad_norm: 7.7829 2021-06-21 06:46:35,245 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-04, eta: 2:12:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6393, loss: 0.6393, grad_norm: 7.4848 2021-06-21 06:46:46,379 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-04, eta: 2:12:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9508, loss_cls: 0.6161, loss: 0.6161, grad_norm: 7.2105 2021-06-21 06:46:57,527 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-04, eta: 2:12:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9508, loss_cls: 0.6561, loss: 0.6561, grad_norm: 7.3061 2021-06-21 06:47:08,675 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-04, eta: 2:11:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6653, loss: 0.6653, grad_norm: 7.4887 2021-06-21 06:47:19,825 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-04, eta: 2:11:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.5824, loss: 0.5824, grad_norm: 7.2711 2021-06-21 06:47:30,969 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-04, eta: 2:11:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9445, loss_cls: 0.6186, loss: 0.6186, grad_norm: 7.1051 2021-06-21 06:47:42,114 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-04, eta: 2:11:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9602, loss_cls: 0.5869, loss: 0.5869, grad_norm: 7.5024 2021-06-21 06:47:53,247 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-04, eta: 2:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9492, loss_cls: 0.6161, loss: 0.6161, grad_norm: 7.4552 2021-06-21 06:48:04,365 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-04, eta: 2:10:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9547, loss_cls: 0.6068, loss: 0.6068, grad_norm: 7.5393 2021-06-21 06:48:15,522 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-04, eta: 2:10:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9453, loss_cls: 0.6294, loss: 0.6294, grad_norm: 7.1527 2021-06-21 06:48:26,652 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-04, eta: 2:10:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9586, loss_cls: 0.6118, loss: 0.6118, grad_norm: 7.3015 2021-06-21 06:48:37,794 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-04, eta: 2:10:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9461, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.5515 2021-06-21 06:48:48,931 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-04, eta: 2:10:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6558, loss: 0.6558, grad_norm: 7.4770 2021-06-21 06:49:00,049 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-04, eta: 2:09:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9469, loss_cls: 0.6667, loss: 0.6667, grad_norm: 7.6662 2021-06-21 06:49:11,192 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-04, eta: 2:09:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6342, loss: 0.6342, grad_norm: 7.4552 2021-06-21 06:49:22,324 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-04, eta: 2:09:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6691, loss: 0.6691, grad_norm: 7.5383 2021-06-21 06:49:33,469 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-04, eta: 2:09:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9445, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.4909 2021-06-21 06:49:44,609 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-04, eta: 2:09:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9547, loss_cls: 0.6188, loss: 0.6188, grad_norm: 7.1763 2021-06-21 06:49:55,748 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-04, eta: 2:08:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9617, loss_cls: 0.5856, loss: 0.5856, grad_norm: 7.2458 2021-06-21 06:50:06,938 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-04, eta: 2:08:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9531, loss_cls: 0.6354, loss: 0.6354, grad_norm: 7.6213 2021-06-21 06:50:18,050 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-04, eta: 2:08:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.5785 2021-06-21 06:50:29,195 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-04, eta: 2:08:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.8284 2021-06-21 06:50:40,322 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-04, eta: 2:08:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9570, loss_cls: 0.6106, loss: 0.6106, grad_norm: 7.3006 2021-06-21 06:50:51,439 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-04, eta: 2:07:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9648, loss_cls: 0.5282, loss: 0.5282, grad_norm: 6.6573 2021-06-21 06:51:02,583 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-04, eta: 2:07:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9586, loss_cls: 0.5766, loss: 0.5766, grad_norm: 7.2156 2021-06-21 06:51:13,730 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-04, eta: 2:07:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6577, loss: 0.6577, grad_norm: 7.7090 2021-06-21 06:51:24,866 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-04, eta: 2:07:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9477, loss_cls: 0.6276, loss: 0.6276, grad_norm: 7.3814 2021-06-21 06:51:36,005 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-04, eta: 2:07:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9391, loss_cls: 0.6789, loss: 0.6789, grad_norm: 7.4374 2021-06-21 06:51:47,142 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-04, eta: 2:07:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9453, loss_cls: 0.6659, loss: 0.6659, grad_norm: 7.3151 2021-06-21 06:51:58,272 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-04, eta: 2:06:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6561, loss: 0.6561, grad_norm: 7.3498 2021-06-21 06:52:09,424 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-04, eta: 2:06:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9430, loss_cls: 0.6514, loss: 0.6514, grad_norm: 7.2747 2021-06-21 06:52:20,563 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-04, eta: 2:06:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.5963, loss: 0.5963, grad_norm: 7.5455 2021-06-21 06:52:31,700 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-04, eta: 2:06:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9406, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.8921 2021-06-21 06:52:42,855 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-04, eta: 2:06:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9437, loss_cls: 0.6437, loss: 0.6437, grad_norm: 7.3471 2021-06-21 06:52:53,984 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-04, eta: 2:05:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6034, loss: 0.6034, grad_norm: 7.4713 2021-06-21 06:53:05,106 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-04, eta: 2:05:40, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.6203, loss: 0.6203, grad_norm: 7.3169 2021-06-21 06:53:16,255 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-04, eta: 2:05:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9547, loss_cls: 0.6003, loss: 0.6003, grad_norm: 7.3658 2021-06-21 06:53:27,403 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-04, eta: 2:05:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9469, loss_cls: 0.6202, loss: 0.6202, grad_norm: 7.1538 2021-06-21 06:53:38,538 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-04, eta: 2:05:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9547, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.3510 2021-06-21 06:53:49,689 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-04, eta: 2:04:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9508, loss_cls: 0.6069, loss: 0.6069, grad_norm: 7.3102 2021-06-21 06:54:00,796 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-04, eta: 2:04:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6106, loss: 0.6106, grad_norm: 7.3482 2021-06-21 06:54:11,934 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-04, eta: 2:04:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9437, loss_cls: 0.6507, loss: 0.6507, grad_norm: 7.2865 2021-06-21 06:54:23,060 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-04, eta: 2:04:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6201, loss: 0.6201, grad_norm: 7.3770 2021-06-21 06:54:34,187 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-04, eta: 2:04:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9492, loss_cls: 0.6122, loss: 0.6122, grad_norm: 7.0498 2021-06-21 06:54:45,341 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-04, eta: 2:03:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9578, loss_cls: 0.5636, loss: 0.5636, grad_norm: 7.0838 2021-06-21 06:54:56,498 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-04, eta: 2:03:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9648, loss_cls: 0.5679, loss: 0.5679, grad_norm: 7.1304 2021-06-21 06:55:07,742 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-04, eta: 2:03:33, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9469, loss_cls: 0.6445, loss: 0.6445, grad_norm: 7.4074 2021-06-21 06:55:18,902 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-04, eta: 2:03:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9500, loss_cls: 0.6373, loss: 0.6373, grad_norm: 7.6714 2021-06-21 06:55:30,046 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-04, eta: 2:03:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9578, loss_cls: 0.5931, loss: 0.5931, grad_norm: 7.6137 2021-06-21 06:55:41,196 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-04, eta: 2:02:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9570, loss_cls: 0.6047, loss: 0.6047, grad_norm: 7.4046 2021-06-21 06:55:52,334 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-04, eta: 2:02:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6216, loss: 0.6216, grad_norm: 7.1238 2021-06-21 06:56:03,467 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-04, eta: 2:02:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6666, loss: 0.6666, grad_norm: 7.7305 2021-06-21 06:56:14,589 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-04, eta: 2:02:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9531, loss_cls: 0.6332, loss: 0.6332, grad_norm: 7.5258 2021-06-21 06:56:25,720 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-04, eta: 2:02:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6875, loss: 0.6875, grad_norm: 7.9393 2021-06-21 06:56:36,862 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-04, eta: 2:02:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9602, loss_cls: 0.5747, loss: 0.5747, grad_norm: 7.1256 2021-06-21 06:56:48,002 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-04, eta: 2:01:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6446, loss: 0.6446, grad_norm: 7.3871 2021-06-21 06:56:59,114 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-04, eta: 2:01:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9539, loss_cls: 0.6241, loss: 0.6241, grad_norm: 7.7050 2021-06-21 06:57:10,238 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-04, eta: 2:01:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.6048 2021-06-21 06:57:21,376 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-04, eta: 2:01:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.5195 2021-06-21 06:57:32,509 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-04, eta: 2:01:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9492, loss_cls: 0.5863, loss: 0.5863, grad_norm: 7.2044 2021-06-21 06:57:43,650 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-04, eta: 2:00:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9484, loss_cls: 0.6862, loss: 0.6862, grad_norm: 7.8214 2021-06-21 06:57:54,796 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-04, eta: 2:00:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9516, loss_cls: 0.6290, loss: 0.6290, grad_norm: 7.2917 2021-06-21 06:58:05,920 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-04, eta: 2:00:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9469, loss_cls: 0.6264, loss: 0.6264, grad_norm: 7.3445 2021-06-21 06:58:17,071 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-04, eta: 2:00:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9555, loss_cls: 0.6140, loss: 0.6140, grad_norm: 7.5878 2021-06-21 06:58:28,219 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-04, eta: 2:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9594, loss_cls: 0.5980, loss: 0.5980, grad_norm: 7.1319 2021-06-21 06:58:39,355 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-04, eta: 1:59:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6534, loss: 0.6534, grad_norm: 7.4905 2021-06-21 06:58:50,497 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-04, eta: 1:59:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.6231, loss: 0.6231, grad_norm: 7.0637 2021-06-21 06:59:01,694 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-04, eta: 1:59:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6223, loss: 0.6223, grad_norm: 7.2753 2021-06-21 06:59:12,814 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-04, eta: 1:59:18, time: 0.560, data_time: 0.006, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6060, loss: 0.6060, grad_norm: 7.3420 2021-06-21 06:59:23,951 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-04, eta: 1:59:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9578, loss_cls: 0.5741, loss: 0.5741, grad_norm: 7.3699 2021-06-21 06:59:35,078 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-04, eta: 1:58:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9563, loss_cls: 0.5958, loss: 0.5958, grad_norm: 7.2656 2021-06-21 06:59:46,212 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-04, eta: 1:58:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9570, loss_cls: 0.6018, loss: 0.6018, grad_norm: 7.3741 2021-06-21 06:59:57,339 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-04, eta: 1:58:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6558, loss: 0.6558, grad_norm: 7.7249 2021-06-21 07:00:08,481 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-04, eta: 1:58:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9445, loss_cls: 0.6380, loss: 0.6380, grad_norm: 7.4244 2021-06-21 07:00:19,614 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-04, eta: 1:58:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6188, loss: 0.6188, grad_norm: 7.4246 2021-06-21 07:00:30,763 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-04, eta: 1:57:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9531, loss_cls: 0.6497, loss: 0.6497, grad_norm: 7.5268 2021-06-21 07:00:41,913 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-04, eta: 1:57:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6428, loss: 0.6428, grad_norm: 7.7277 2021-06-21 07:00:53,034 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-04, eta: 1:57:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9492, loss_cls: 0.6457, loss: 0.6457, grad_norm: 7.3885 2021-06-21 07:01:04,159 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-04, eta: 1:57:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9539, loss_cls: 0.5802, loss: 0.5802, grad_norm: 7.0533 2021-06-21 07:01:15,301 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-04, eta: 1:57:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6685, loss: 0.6685, grad_norm: 7.7198 2021-06-21 07:01:26,420 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-04, eta: 1:56:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9602, loss_cls: 0.5756, loss: 0.5756, grad_norm: 7.2106 2021-06-21 07:01:37,555 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-04, eta: 1:56:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9422, loss_cls: 0.6642, loss: 0.6642, grad_norm: 7.6702 2021-06-21 07:01:48,691 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-04, eta: 1:56:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9531, loss_cls: 0.5966, loss: 0.5966, grad_norm: 6.9696 2021-06-21 07:01:59,826 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-04, eta: 1:56:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9547, loss_cls: 0.6057, loss: 0.6057, grad_norm: 7.2740 2021-06-21 07:02:10,961 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-04, eta: 1:56:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9516, loss_cls: 0.5856, loss: 0.5856, grad_norm: 7.2783 2021-06-21 07:02:22,101 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-04, eta: 1:56:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9523, loss_cls: 0.6189, loss: 0.6189, grad_norm: 7.3948 2021-06-21 07:02:33,240 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-04, eta: 1:55:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9516, loss_cls: 0.6054, loss: 0.6054, grad_norm: 6.9053 2021-06-21 07:02:44,364 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-04, eta: 1:55:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9398, loss_cls: 0.6391, loss: 0.6391, grad_norm: 7.1893 2021-06-21 07:02:55,510 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-04, eta: 1:55:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5745, loss: 0.5745, grad_norm: 6.9611 2021-06-21 07:03:06,663 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-04, eta: 1:55:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9516, loss_cls: 0.5667, loss: 0.5667, grad_norm: 6.8401 2021-06-21 07:03:17,807 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-04, eta: 1:55:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6279, loss: 0.6279, grad_norm: 7.0962 2021-06-21 07:03:28,950 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-04, eta: 1:54:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9508, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.1565 2021-06-21 07:03:40,088 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-04, eta: 1:54:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9367, loss_cls: 0.6636, loss: 0.6636, grad_norm: 7.4266 2021-06-21 07:03:51,237 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-04, eta: 1:54:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9437, loss_cls: 0.6377, loss: 0.6377, grad_norm: 7.4752 2021-06-21 07:04:02,352 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-04, eta: 1:54:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6429, loss: 0.6429, grad_norm: 7.3581 2021-06-21 07:04:13,494 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-04, eta: 1:54:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9547, loss_cls: 0.5943, loss: 0.5943, grad_norm: 7.2167 2021-06-21 07:04:24,616 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-04, eta: 1:53:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.6297, loss: 0.6297, grad_norm: 7.3284 2021-06-21 07:04:35,773 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-04, eta: 1:53:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9508, loss_cls: 0.6536, loss: 0.6536, grad_norm: 7.3920 2021-06-21 07:04:46,913 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-04, eta: 1:53:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9531, loss_cls: 0.6196, loss: 0.6196, grad_norm: 7.2807 2021-06-21 07:04:58,050 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-04, eta: 1:53:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9516, loss_cls: 0.5818, loss: 0.5818, grad_norm: 7.1102 2021-06-21 07:05:09,173 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-04, eta: 1:53:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9477, loss_cls: 0.6064, loss: 0.6064, grad_norm: 7.1019 2021-06-21 07:05:20,307 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-04, eta: 1:52:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9523, loss_cls: 0.5818, loss: 0.5818, grad_norm: 6.9967 2021-06-21 07:05:31,429 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-04, eta: 1:52:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6729, loss: 0.6729, grad_norm: 7.8740 2021-06-21 07:05:42,572 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-04, eta: 1:52:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9523, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.6352 2021-06-21 07:05:53,751 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-04, eta: 1:52:22, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.6052, loss: 0.6052, grad_norm: 7.6026 2021-06-21 07:06:04,835 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-04, eta: 1:52:10, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.5964, loss: 0.5964, grad_norm: 7.3479 2021-06-21 07:06:15,961 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-04, eta: 1:51:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9555, loss_cls: 0.5828, loss: 0.5828, grad_norm: 7.1724 2021-06-21 07:06:27,105 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-04, eta: 1:51:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6396, loss: 0.6396, grad_norm: 7.5541 2021-06-21 07:06:38,229 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-04, eta: 1:51:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9656, loss_cls: 0.5940, loss: 0.5940, grad_norm: 7.2257 2021-06-21 07:06:49,364 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-04, eta: 1:51:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6039, loss: 0.6039, grad_norm: 7.5465 2021-06-21 07:07:00,501 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-04, eta: 1:51:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.6198, loss: 0.6198, grad_norm: 7.3579 2021-06-21 07:07:11,638 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-04, eta: 1:51:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9539, loss_cls: 0.5633, loss: 0.5633, grad_norm: 7.0823 2021-06-21 07:07:22,794 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-04, eta: 1:50:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.3722 2021-06-21 07:07:33,923 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-04, eta: 1:50:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9594, loss_cls: 0.5401, loss: 0.5401, grad_norm: 6.9058 2021-06-21 07:07:45,065 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-04, eta: 1:50:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6423, loss: 0.6423, grad_norm: 7.3305 2021-06-21 07:07:56,212 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-04, eta: 1:50:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6409, loss: 0.6409, grad_norm: 7.5632 2021-06-21 07:08:07,355 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-04, eta: 1:50:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9594, loss_cls: 0.5698, loss: 0.5698, grad_norm: 7.1766 2021-06-21 07:08:18,507 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-04, eta: 1:49:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9570, loss_cls: 0.5981, loss: 0.5981, grad_norm: 7.3622 2021-06-21 07:08:29,651 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-04, eta: 1:49:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9453, loss_cls: 0.6304, loss: 0.6304, grad_norm: 7.4072 2021-06-21 07:08:40,788 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-04, eta: 1:49:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6746, loss: 0.6746, grad_norm: 7.5399 2021-06-21 07:08:51,927 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-04, eta: 1:49:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6408, loss: 0.6408, grad_norm: 7.5237 2021-06-21 07:09:03,054 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-04, eta: 1:49:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9430, loss_cls: 0.6612, loss: 0.6612, grad_norm: 7.5547 2021-06-21 07:09:14,196 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-04, eta: 1:48:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9516, loss_cls: 0.6584, loss: 0.6584, grad_norm: 7.7149 2021-06-21 07:09:25,313 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-04, eta: 1:48:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9445, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.4611 2021-06-21 07:11:37,585 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 07:11:38,456 - mmaction - INFO - top1_acc 0.7260 top5_acc 0.9080 2021-06-21 07:11:38,456 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 07:11:38,490 - mmaction - INFO - mean_acc 0.7260 2021-06-21 07:11:38,498 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-06-21 07:11:39,409 - mmaction - INFO - Epoch(val) [97][207] top1_acc: 0.7260, top5_acc: 0.9080, mean_class_accuracy: 0.7260 2021-06-21 07:12:59,052 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-04, eta: 1:48:22, time: 3.981, data_time: 3.158, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9484, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.1903 2021-06-21 07:13:10,192 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-04, eta: 1:48:11, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6357, loss: 0.6357, grad_norm: 7.5910 2021-06-21 07:13:21,293 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-04, eta: 1:47:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9531, loss_cls: 0.6196, loss: 0.6196, grad_norm: 7.4585 2021-06-21 07:13:32,410 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-04, eta: 1:47:47, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6549, loss: 0.6549, grad_norm: 7.3142 2021-06-21 07:13:43,510 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-04, eta: 1:47:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9414, loss_cls: 0.6930, loss: 0.6930, grad_norm: 7.6831 2021-06-21 07:13:54,618 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-04, eta: 1:47:24, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9477, loss_cls: 0.6098, loss: 0.6098, grad_norm: 7.1988 2021-06-21 07:14:05,760 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-04, eta: 1:47:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9617, loss_cls: 0.5588, loss: 0.5588, grad_norm: 7.0435 2021-06-21 07:14:16,881 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-04, eta: 1:47:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9578, loss_cls: 0.5930, loss: 0.5930, grad_norm: 7.3360 2021-06-21 07:14:28,023 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-04, eta: 1:46:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9531, loss_cls: 0.6415, loss: 0.6415, grad_norm: 7.8544 2021-06-21 07:14:39,132 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-04, eta: 1:46:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9609, loss_cls: 0.5789, loss: 0.5789, grad_norm: 7.2782 2021-06-21 07:14:50,255 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-04, eta: 1:46:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9563, loss_cls: 0.6039, loss: 0.6039, grad_norm: 7.0744 2021-06-21 07:15:01,394 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-04, eta: 1:46:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9508, loss_cls: 0.6528, loss: 0.6528, grad_norm: 7.5250 2021-06-21 07:15:13,449 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-04, eta: 1:46:03, time: 0.600, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9563, loss_cls: 0.5894, loss: 0.5894, grad_norm: 7.2646 2021-06-21 07:15:24,611 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-04, eta: 1:45:52, time: 0.562, data_time: 0.005, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6522, loss: 0.6522, grad_norm: 7.3523 2021-06-21 07:15:35,743 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-04, eta: 1:45:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9563, loss_cls: 0.5758, loss: 0.5758, grad_norm: 7.0913 2021-06-21 07:15:46,896 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-04, eta: 1:45:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9539, loss_cls: 0.6623, loss: 0.6623, grad_norm: 7.5931 2021-06-21 07:15:58,025 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-04, eta: 1:45:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6512, loss: 0.6512, grad_norm: 7.7250 2021-06-21 07:16:09,166 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-04, eta: 1:45:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9484, loss_cls: 0.6458, loss: 0.6458, grad_norm: 7.8192 2021-06-21 07:16:20,274 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-04, eta: 1:44:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9633, loss_cls: 0.5431, loss: 0.5431, grad_norm: 7.0819 2021-06-21 07:16:31,397 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-04, eta: 1:44:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9563, loss_cls: 0.6047, loss: 0.6047, grad_norm: 7.3594 2021-06-21 07:16:42,523 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-04, eta: 1:44:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.4935 2021-06-21 07:16:53,671 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-04, eta: 1:44:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9391, loss_cls: 0.6475, loss: 0.6475, grad_norm: 7.2397 2021-06-21 07:17:04,815 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-04, eta: 1:44:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9578, loss_cls: 0.6124, loss: 0.6124, grad_norm: 7.2568 2021-06-21 07:17:15,954 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-04, eta: 1:43:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9414, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.6013 2021-06-21 07:17:27,101 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-04, eta: 1:43:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9445, loss_cls: 0.6284, loss: 0.6284, grad_norm: 7.3749 2021-06-21 07:17:38,237 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-04, eta: 1:43:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.3999 2021-06-21 07:17:49,375 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-04, eta: 1:43:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.7749 2021-06-21 07:18:00,518 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-04, eta: 1:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9563, loss_cls: 0.6055, loss: 0.6055, grad_norm: 7.0456 2021-06-21 07:18:11,650 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-04, eta: 1:42:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9594, loss_cls: 0.5186, loss: 0.5186, grad_norm: 6.7987 2021-06-21 07:18:22,772 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-04, eta: 1:42:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9453, loss_cls: 0.6782, loss: 0.6782, grad_norm: 7.7464 2021-06-21 07:18:33,891 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-04, eta: 1:42:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9547, loss_cls: 0.6223, loss: 0.6223, grad_norm: 7.4156 2021-06-21 07:18:45,031 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-04, eta: 1:42:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6546, loss: 0.6546, grad_norm: 7.5640 2021-06-21 07:18:56,177 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-04, eta: 1:42:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9477, loss_cls: 0.6121, loss: 0.6121, grad_norm: 7.1313 2021-06-21 07:19:07,302 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-04, eta: 1:42:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9609, loss_cls: 0.5775, loss: 0.5775, grad_norm: 7.3498 2021-06-21 07:19:18,445 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-04, eta: 1:41:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9516, loss_cls: 0.5947, loss: 0.5947, grad_norm: 7.1303 2021-06-21 07:19:29,595 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-04, eta: 1:41:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9477, loss_cls: 0.6253, loss: 0.6253, grad_norm: 7.3239 2021-06-21 07:19:40,743 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-04, eta: 1:41:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9422, loss_cls: 0.6692, loss: 0.6692, grad_norm: 7.8846 2021-06-21 07:19:51,894 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-04, eta: 1:41:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9555, loss_cls: 0.6113, loss: 0.6113, grad_norm: 7.4331 2021-06-21 07:20:03,028 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-04, eta: 1:41:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9563, loss_cls: 0.6373, loss: 0.6373, grad_norm: 7.5062 2021-06-21 07:20:14,188 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-04, eta: 1:40:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9555, loss_cls: 0.6270, loss: 0.6270, grad_norm: 7.6879 2021-06-21 07:20:25,327 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-04, eta: 1:40:39, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9445, loss_cls: 0.6420, loss: 0.6420, grad_norm: 7.3562 2021-06-21 07:20:36,479 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-04, eta: 1:40:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9437, loss_cls: 0.6684, loss: 0.6684, grad_norm: 7.7299 2021-06-21 07:20:47,642 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-04, eta: 1:40:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9461, loss_cls: 0.6150, loss: 0.6150, grad_norm: 7.0797 2021-06-21 07:20:58,799 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-04, eta: 1:40:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9531, loss_cls: 0.5965, loss: 0.5965, grad_norm: 7.2458 2021-06-21 07:21:09,942 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-04, eta: 1:39:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9453, loss_cls: 0.6152, loss: 0.6152, grad_norm: 7.1517 2021-06-21 07:21:21,083 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-04, eta: 1:39:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6176, loss: 0.6176, grad_norm: 7.2814 2021-06-21 07:21:32,227 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-04, eta: 1:39:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9500, loss_cls: 0.6213, loss: 0.6213, grad_norm: 7.2433 2021-06-21 07:21:43,371 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-04, eta: 1:39:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9547, loss_cls: 0.6315, loss: 0.6315, grad_norm: 7.6998 2021-06-21 07:21:54,501 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-04, eta: 1:39:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6317, loss: 0.6317, grad_norm: 7.2273 2021-06-21 07:22:05,640 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-04, eta: 1:38:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9492, loss_cls: 0.6579, loss: 0.6579, grad_norm: 7.8864 2021-06-21 07:22:16,784 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-04, eta: 1:38:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6786, loss: 0.6786, grad_norm: 7.3630 2021-06-21 07:22:27,908 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-04, eta: 1:38:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.3915 2021-06-21 07:22:39,064 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-04, eta: 1:38:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.5762, loss: 0.5762, grad_norm: 6.9879 2021-06-21 07:22:50,211 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-04, eta: 1:38:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9508, loss_cls: 0.6558, loss: 0.6558, grad_norm: 7.6161 2021-06-21 07:23:01,363 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-04, eta: 1:37:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9563, loss_cls: 0.5920, loss: 0.5920, grad_norm: 7.2191 2021-06-21 07:23:12,546 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-04, eta: 1:37:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6508, loss: 0.6508, grad_norm: 7.6268 2021-06-21 07:23:23,655 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-04, eta: 1:37:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6080, loss: 0.6080, grad_norm: 7.3187 2021-06-21 07:23:34,796 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-04, eta: 1:37:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6297, loss: 0.6297, grad_norm: 7.3768 2021-06-21 07:23:45,938 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-04, eta: 1:37:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.1010 2021-06-21 07:23:57,088 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-04, eta: 1:36:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9453, loss_cls: 0.6643, loss: 0.6643, grad_norm: 7.5552 2021-06-21 07:24:08,264 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-04, eta: 1:36:48, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9445, loss_cls: 0.6591, loss: 0.6591, grad_norm: 7.6054 2021-06-21 07:24:19,354 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-04, eta: 1:36:36, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9617, loss_cls: 0.5864, loss: 0.5864, grad_norm: 7.4395 2021-06-21 07:24:30,485 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-04, eta: 1:36:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6684, loss: 0.6684, grad_norm: 7.3423 2021-06-21 07:24:41,618 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-04, eta: 1:36:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9516, loss_cls: 0.6217, loss: 0.6217, grad_norm: 7.4973 2021-06-21 07:24:52,781 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-04, eta: 1:36:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6043, loss: 0.6043, grad_norm: 7.3350 2021-06-21 07:25:03,932 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-04, eta: 1:35:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.3934 2021-06-21 07:25:15,097 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-04, eta: 1:35:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9398, loss_cls: 0.6801, loss: 0.6801, grad_norm: 7.3298 2021-06-21 07:25:26,252 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-04, eta: 1:35:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9508, loss_cls: 0.6630, loss: 0.6630, grad_norm: 7.6688 2021-06-21 07:25:37,391 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-04, eta: 1:35:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9531, loss_cls: 0.6009, loss: 0.6009, grad_norm: 7.3018 2021-06-21 07:25:48,541 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-04, eta: 1:35:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9508, loss_cls: 0.6384, loss: 0.6384, grad_norm: 7.4099 2021-06-21 07:25:59,690 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-04, eta: 1:34:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9578, loss_cls: 0.6009, loss: 0.6009, grad_norm: 7.3322 2021-06-21 07:26:10,835 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-04, eta: 1:34:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9445, loss_cls: 0.6387, loss: 0.6387, grad_norm: 7.4124 2021-06-21 07:26:21,978 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-04, eta: 1:34:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9617, loss_cls: 0.6058, loss: 0.6058, grad_norm: 7.3900 2021-06-21 07:26:33,104 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-04, eta: 1:34:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9578, loss_cls: 0.6044, loss: 0.6044, grad_norm: 7.2862 2021-06-21 07:26:44,247 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-04, eta: 1:34:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9531, loss_cls: 0.6086, loss: 0.6086, grad_norm: 7.5664 2021-06-21 07:26:55,404 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-04, eta: 1:33:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9477, loss_cls: 0.6667, loss: 0.6667, grad_norm: 7.5394 2021-06-21 07:27:06,547 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-04, eta: 1:33:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9484, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.2236 2021-06-21 07:27:17,663 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-04, eta: 1:33:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9398, loss_cls: 0.6817, loss: 0.6817, grad_norm: 7.6847 2021-06-21 07:27:28,805 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-04, eta: 1:33:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9516, loss_cls: 0.6158, loss: 0.6158, grad_norm: 7.1173 2021-06-21 07:27:39,951 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-04, eta: 1:33:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.6035, loss: 0.6035, grad_norm: 7.3540 2021-06-21 07:27:51,106 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-04, eta: 1:32:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9477, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.2463 2021-06-21 07:28:02,275 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-04, eta: 1:32:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.6140 2021-06-21 07:28:13,384 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-04, eta: 1:32:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9492, loss_cls: 0.6483, loss: 0.6483, grad_norm: 7.5472 2021-06-21 07:28:24,526 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-04, eta: 1:32:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9500, loss_cls: 0.5960, loss: 0.5960, grad_norm: 7.2311 2021-06-21 07:28:35,642 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-04, eta: 1:32:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6566, loss: 0.6566, grad_norm: 7.4533 2021-06-21 07:28:46,767 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-04, eta: 1:31:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.5827, loss: 0.5827, grad_norm: 7.3939 2021-06-21 07:28:57,902 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-04, eta: 1:31:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9617, loss_cls: 0.5655, loss: 0.5655, grad_norm: 6.7818 2021-06-21 07:29:09,039 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-04, eta: 1:31:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6501, loss: 0.6501, grad_norm: 7.5320 2021-06-21 07:29:20,172 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-04, eta: 1:31:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9578, loss_cls: 0.5774, loss: 0.5774, grad_norm: 7.3296 2021-06-21 07:29:31,302 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-04, eta: 1:31:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9516, loss_cls: 0.6169, loss: 0.6169, grad_norm: 7.3134 2021-06-21 07:29:42,451 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-04, eta: 1:31:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9609, loss_cls: 0.5655, loss: 0.5655, grad_norm: 6.9595 2021-06-21 07:29:53,596 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-04, eta: 1:30:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9500, loss_cls: 0.6107, loss: 0.6107, grad_norm: 7.4319 2021-06-21 07:30:04,719 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-04, eta: 1:30:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9414, loss_cls: 0.6636, loss: 0.6636, grad_norm: 7.5069 2021-06-21 07:30:15,860 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-04, eta: 1:30:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9563, loss_cls: 0.5715, loss: 0.5715, grad_norm: 7.1758 2021-06-21 07:30:26,984 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-04, eta: 1:30:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6019, loss: 0.6019, grad_norm: 7.1995 2021-06-21 07:30:38,116 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-04, eta: 1:30:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6285, loss: 0.6285, grad_norm: 7.3538 2021-06-21 07:30:49,263 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-04, eta: 1:29:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9445, loss_cls: 0.6732, loss: 0.6732, grad_norm: 7.7891 2021-06-21 07:31:00,388 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-04, eta: 1:29:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.3483 2021-06-21 07:31:11,517 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-04, eta: 1:29:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9570, loss_cls: 0.5859, loss: 0.5859, grad_norm: 7.3205 2021-06-21 07:31:22,646 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-04, eta: 1:29:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6021, loss: 0.6021, grad_norm: 7.0118 2021-06-21 07:31:33,777 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-04, eta: 1:29:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.6547 2021-06-21 07:31:44,918 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-04, eta: 1:28:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9586, loss_cls: 0.5564, loss: 0.5564, grad_norm: 7.0737 2021-06-21 07:31:56,049 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-04, eta: 1:28:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6551, loss: 0.6551, grad_norm: 7.1490 2021-06-21 07:32:07,181 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-04, eta: 1:28:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9492, loss_cls: 0.6482, loss: 0.6482, grad_norm: 7.3321 2021-06-21 07:32:18,271 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-04, eta: 1:28:19, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9609, loss_cls: 0.5586, loss: 0.5586, grad_norm: 7.3389 2021-06-21 07:32:29,417 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-04, eta: 1:28:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9508, loss_cls: 0.6432, loss: 0.6432, grad_norm: 7.4375 2021-06-21 07:32:40,562 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-04, eta: 1:27:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9500, loss_cls: 0.5856, loss: 0.5856, grad_norm: 6.9681 2021-06-21 07:32:51,699 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-04, eta: 1:27:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9547, loss_cls: 0.6153, loss: 0.6153, grad_norm: 7.4519 2021-06-21 07:33:02,825 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-04, eta: 1:27:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9539, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.5569 2021-06-21 07:33:13,951 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-04, eta: 1:27:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9539, loss_cls: 0.6067, loss: 0.6067, grad_norm: 7.3325 2021-06-21 07:33:25,069 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-04, eta: 1:27:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6548, loss: 0.6548, grad_norm: 7.3012 2021-06-21 07:33:36,207 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-04, eta: 1:26:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9547, loss_cls: 0.6358, loss: 0.6358, grad_norm: 7.6747 2021-06-21 07:33:47,335 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-04, eta: 1:26:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9453, loss_cls: 0.6355, loss: 0.6355, grad_norm: 7.5854 2021-06-21 07:33:58,483 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-04, eta: 1:26:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9594, loss_cls: 0.5901, loss: 0.5901, grad_norm: 7.5310 2021-06-21 07:34:09,628 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-04, eta: 1:26:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.6198, loss: 0.6198, grad_norm: 7.4038 2021-06-21 07:34:20,778 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-04, eta: 1:26:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9437, loss_cls: 0.6711, loss: 0.6711, grad_norm: 7.6206 2021-06-21 07:34:31,914 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-04, eta: 1:26:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9516, loss_cls: 0.6019, loss: 0.6019, grad_norm: 7.2763 2021-06-21 07:34:43,050 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-04, eta: 1:25:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9563, loss_cls: 0.6345, loss: 0.6345, grad_norm: 7.6890 2021-06-21 07:34:54,200 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-04, eta: 1:25:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9531, loss_cls: 0.5906, loss: 0.5906, grad_norm: 7.3422 2021-06-21 07:35:05,333 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-04, eta: 1:25:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9477, loss_cls: 0.6261, loss: 0.6261, grad_norm: 7.1551 2021-06-21 07:35:16,490 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-04, eta: 1:25:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6359, loss: 0.6359, grad_norm: 7.4417 2021-06-21 07:35:27,645 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-04, eta: 1:25:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9578, loss_cls: 0.5712, loss: 0.5712, grad_norm: 6.9963 2021-06-21 07:35:38,759 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-04, eta: 1:24:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6472, loss: 0.6472, grad_norm: 7.8132 2021-06-21 07:35:49,897 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-04, eta: 1:24:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9539, loss_cls: 0.6513, loss: 0.6513, grad_norm: 7.8793 2021-06-21 07:36:01,027 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-04, eta: 1:24:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9547, loss_cls: 0.5956, loss: 0.5956, grad_norm: 7.4717 2021-06-21 07:36:12,171 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-04, eta: 1:24:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9547, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.4983 2021-06-21 07:36:23,291 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-04, eta: 1:24:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9555, loss_cls: 0.5957, loss: 0.5957, grad_norm: 7.3182 2021-06-21 07:36:34,451 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-04, eta: 1:23:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9531, loss_cls: 0.6480, loss: 0.6480, grad_norm: 7.7314 2021-06-21 07:36:45,614 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-04, eta: 1:23:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.6513, loss: 0.6513, grad_norm: 7.8052 2021-06-21 07:36:56,765 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-04, eta: 1:23:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9688, loss_cls: 0.5508, loss: 0.5508, grad_norm: 6.9457 2021-06-21 07:37:07,895 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-04, eta: 1:23:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.3198 2021-06-21 07:37:19,047 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-04, eta: 1:23:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6504, loss: 0.6504, grad_norm: 7.5645 2021-06-21 07:37:30,174 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-04, eta: 1:22:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.6733, loss: 0.6733, grad_norm: 7.7887 2021-06-21 07:37:41,315 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-04, eta: 1:22:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9477, loss_cls: 0.6569, loss: 0.6569, grad_norm: 7.5780 2021-06-21 07:37:52,431 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-04, eta: 1:22:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9430, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.7177 2021-06-21 07:38:03,584 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-04, eta: 1:22:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9422, loss_cls: 0.6775, loss: 0.6775, grad_norm: 7.6028 2021-06-21 07:38:14,717 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-04, eta: 1:22:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9383, loss_cls: 0.6493, loss: 0.6493, grad_norm: 7.3897 2021-06-21 07:38:25,871 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-04, eta: 1:21:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9469, loss_cls: 0.6087, loss: 0.6087, grad_norm: 7.1620 2021-06-21 07:38:36,968 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-04, eta: 1:21:46, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9633, loss_cls: 0.5508, loss: 0.5508, grad_norm: 7.3682 2021-06-21 07:38:48,091 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-04, eta: 1:21:34, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9500, loss_cls: 0.6235, loss: 0.6235, grad_norm: 7.4810 2021-06-21 07:38:59,234 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-04, eta: 1:21:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6410, loss: 0.6410, grad_norm: 7.4646 2021-06-21 07:39:10,390 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-04, eta: 1:21:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9437, loss_cls: 0.6498, loss: 0.6498, grad_norm: 7.3573 2021-06-21 07:39:21,532 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-04, eta: 1:20:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9445, loss_cls: 0.6451, loss: 0.6451, grad_norm: 7.6300 2021-06-21 07:39:32,676 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-04, eta: 1:20:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9555, loss_cls: 0.5925, loss: 0.5925, grad_norm: 7.4520 2021-06-21 07:39:43,800 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-04, eta: 1:20:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9484, loss_cls: 0.6269, loss: 0.6269, grad_norm: 7.3078 2021-06-21 07:39:54,941 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-04, eta: 1:20:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9523, loss_cls: 0.5928, loss: 0.5928, grad_norm: 7.1688 2021-06-21 07:40:06,073 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-04, eta: 1:20:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.4162 2021-06-21 07:40:17,200 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-04, eta: 1:20:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9539, loss_cls: 0.6810, loss: 0.6810, grad_norm: 7.8076 2021-06-21 07:40:28,396 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-04, eta: 1:19:50, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9594, loss_cls: 0.6160, loss: 0.6160, grad_norm: 7.5200 2021-06-21 07:40:39,498 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-04, eta: 1:19:38, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9508, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.4872 2021-06-21 07:40:50,657 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-04, eta: 1:19:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9539, loss_cls: 0.6281, loss: 0.6281, grad_norm: 7.5476 2021-06-21 07:41:01,811 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-04, eta: 1:19:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.5956, loss: 0.5956, grad_norm: 7.2188 2021-06-21 07:41:12,940 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-04, eta: 1:19:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.5324 2021-06-21 07:41:24,072 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-04, eta: 1:18:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9453, loss_cls: 0.6515, loss: 0.6515, grad_norm: 7.5819 2021-06-21 07:41:35,208 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-04, eta: 1:18:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9492, loss_cls: 0.5920, loss: 0.5920, grad_norm: 7.2189 2021-06-21 07:41:46,328 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-04, eta: 1:18:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9586, loss_cls: 0.6288, loss: 0.6288, grad_norm: 7.8622 2021-06-21 07:41:57,473 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-04, eta: 1:18:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9547, loss_cls: 0.6035, loss: 0.6035, grad_norm: 7.4327 2021-06-21 07:42:08,645 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-04, eta: 1:18:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9617, loss_cls: 0.5728, loss: 0.5728, grad_norm: 6.9344 2021-06-21 07:42:19,736 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-04, eta: 1:17:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.2841 2021-06-21 07:42:30,872 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-04, eta: 1:17:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9625, loss_cls: 0.6024, loss: 0.6024, grad_norm: 7.5018 2021-06-21 07:42:41,987 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-04, eta: 1:17:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9492, loss_cls: 0.6295, loss: 0.6295, grad_norm: 7.4487 2021-06-21 07:42:53,137 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-04, eta: 1:17:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9609, loss_cls: 0.5694, loss: 0.5694, grad_norm: 7.4665 2021-06-21 07:43:04,281 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-04, eta: 1:17:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6537, loss: 0.6537, grad_norm: 7.7022 2021-06-21 07:43:15,419 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-04, eta: 1:16:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9477, loss_cls: 0.6352, loss: 0.6352, grad_norm: 7.6177 2021-06-21 07:43:26,559 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-04, eta: 1:16:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9414, loss_cls: 0.6318, loss: 0.6318, grad_norm: 7.2600 2021-06-21 07:43:37,691 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-04, eta: 1:16:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6277, loss: 0.6277, grad_norm: 7.5520 2021-06-21 07:43:48,831 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-04, eta: 1:16:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9383, loss_cls: 0.7211, loss: 0.7211, grad_norm: 7.7766 2021-06-21 07:43:59,969 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-04, eta: 1:16:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9414, loss_cls: 0.6866, loss: 0.6866, grad_norm: 7.7704 2021-06-21 07:44:11,103 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-04, eta: 1:15:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6251, loss: 0.6251, grad_norm: 7.6288 2021-06-21 07:44:22,242 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-04, eta: 1:15:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9461, loss_cls: 0.6301, loss: 0.6301, grad_norm: 7.5050 2021-06-21 07:44:33,397 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-04, eta: 1:15:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9586, loss_cls: 0.5778, loss: 0.5778, grad_norm: 7.4463 2021-06-21 07:44:44,560 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-04, eta: 1:15:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6142, loss: 0.6142, grad_norm: 7.5514 2021-06-21 07:44:55,685 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-04, eta: 1:15:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9453, loss_cls: 0.6294, loss: 0.6294, grad_norm: 7.7231 2021-06-21 07:45:06,893 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-04, eta: 1:15:01, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6197, loss: 0.6197, grad_norm: 7.4857 2021-06-21 07:45:17,978 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-04, eta: 1:14:49, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6156, loss: 0.6156, grad_norm: 7.1213 2021-06-21 07:45:29,126 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-04, eta: 1:14:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9555, loss_cls: 0.5856, loss: 0.5856, grad_norm: 7.2520 2021-06-21 07:45:40,237 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-04, eta: 1:14:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6287, loss: 0.6287, grad_norm: 7.5407 2021-06-21 07:45:51,381 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-04, eta: 1:14:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9523, loss_cls: 0.6007, loss: 0.6007, grad_norm: 7.3087 2021-06-21 07:46:02,533 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-04, eta: 1:14:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9602, loss_cls: 0.5941, loss: 0.5941, grad_norm: 7.2634 2021-06-21 07:46:13,679 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-04, eta: 1:13:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6274, loss: 0.6274, grad_norm: 7.4795 2021-06-21 07:46:24,784 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-04, eta: 1:13:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9531, loss_cls: 0.6005, loss: 0.6005, grad_norm: 7.1003 2021-06-21 07:46:35,930 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-04, eta: 1:13:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6421, loss: 0.6421, grad_norm: 7.5289 2021-06-21 07:46:47,086 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-04, eta: 1:13:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9633, loss_cls: 0.5792, loss: 0.5792, grad_norm: 7.1998 2021-06-21 07:46:58,232 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-04, eta: 1:13:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9563, loss_cls: 0.6086, loss: 0.6086, grad_norm: 7.4256 2021-06-21 07:47:09,362 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-04, eta: 1:12:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9531, loss_cls: 0.5690, loss: 0.5690, grad_norm: 7.0105 2021-06-21 07:47:20,485 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-04, eta: 1:12:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9406, loss_cls: 0.6570, loss: 0.6570, grad_norm: 7.3045 2021-06-21 07:47:31,638 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-04, eta: 1:12:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9516, loss_cls: 0.6696, loss: 0.6696, grad_norm: 7.9882 2021-06-21 07:49:43,628 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 07:49:44,504 - mmaction - INFO - top1_acc 0.7251 top5_acc 0.9071 2021-06-21 07:49:44,504 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 07:49:44,537 - mmaction - INFO - mean_acc 0.7251 2021-06-21 07:49:44,546 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-06-21 07:49:44,890 - mmaction - INFO - Epoch(val) [98][207] top1_acc: 0.7251, top5_acc: 0.9071, mean_class_accuracy: 0.7251 2021-06-21 07:51:03,867 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-04, eta: 1:12:10, time: 3.944, data_time: 3.276, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9477, loss_cls: 0.6702, loss: 0.6702, grad_norm: 7.5328 2021-06-21 07:51:15,002 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-04, eta: 1:11:59, time: 0.559, data_time: 0.007, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9477, loss_cls: 0.6155, loss: 0.6155, grad_norm: 7.3120 2021-06-21 07:51:26,084 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-04, eta: 1:11:47, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9555, loss_cls: 0.6007, loss: 0.6007, grad_norm: 7.3463 2021-06-21 07:51:37,209 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-04, eta: 1:11:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9492, loss_cls: 0.6702, loss: 0.6702, grad_norm: 7.5610 2021-06-21 07:51:48,323 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-04, eta: 1:11:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9484, loss_cls: 0.6220, loss: 0.6220, grad_norm: 7.6320 2021-06-21 07:51:59,429 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-04, eta: 1:11:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6245, loss: 0.6245, grad_norm: 7.2838 2021-06-21 07:52:10,538 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-04, eta: 1:11:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9539, loss_cls: 0.5891, loss: 0.5891, grad_norm: 7.1072 2021-06-21 07:52:21,678 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-04, eta: 1:10:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6610, loss: 0.6610, grad_norm: 7.9782 2021-06-21 07:52:32,825 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-04, eta: 1:10:38, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9437, loss_cls: 0.6654, loss: 0.6654, grad_norm: 7.3079 2021-06-21 07:52:43,957 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-04, eta: 1:10:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9578, loss_cls: 0.5921, loss: 0.5921, grad_norm: 7.4123 2021-06-21 07:52:55,059 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-04, eta: 1:10:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9586, loss_cls: 0.5826, loss: 0.5826, grad_norm: 7.1173 2021-06-21 07:53:06,194 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-04, eta: 1:10:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9516, loss_cls: 0.6492, loss: 0.6492, grad_norm: 7.4089 2021-06-21 07:53:17,327 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-04, eta: 1:09:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.3956 2021-06-21 07:53:28,472 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-04, eta: 1:09:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9547, loss_cls: 0.6087, loss: 0.6087, grad_norm: 7.3471 2021-06-21 07:53:39,602 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-04, eta: 1:09:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6477, loss: 0.6477, grad_norm: 7.4089 2021-06-21 07:53:50,752 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-04, eta: 1:09:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9469, loss_cls: 0.6601, loss: 0.6601, grad_norm: 7.6296 2021-06-21 07:54:01,881 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-04, eta: 1:09:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6671, loss: 0.6671, grad_norm: 7.4932 2021-06-21 07:54:13,021 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-04, eta: 1:08:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9531, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.6698 2021-06-21 07:54:24,143 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-04, eta: 1:08:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9586, loss_cls: 0.5567, loss: 0.5567, grad_norm: 7.1678 2021-06-21 07:54:35,292 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-04, eta: 1:08:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9516, loss_cls: 0.6187, loss: 0.6187, grad_norm: 7.3339 2021-06-21 07:54:46,446 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-04, eta: 1:08:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9398, loss_cls: 0.6713, loss: 0.6713, grad_norm: 7.7563 2021-06-21 07:54:57,584 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-04, eta: 1:08:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9609, loss_cls: 0.5518, loss: 0.5518, grad_norm: 6.8588 2021-06-21 07:55:12,226 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-04, eta: 1:07:56, time: 0.727, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9609, loss_cls: 0.5935, loss: 0.5935, grad_norm: 7.5463 2021-06-21 07:55:23,489 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-04, eta: 1:07:44, time: 0.569, data_time: 0.008, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9383, loss_cls: 0.6911, loss: 0.6911, grad_norm: 7.5372 2021-06-21 07:55:34,642 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-04, eta: 1:07:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9523, loss_cls: 0.5977, loss: 0.5977, grad_norm: 7.4058 2021-06-21 07:55:45,767 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-04, eta: 1:07:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9523, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.3799 2021-06-21 07:55:56,919 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-04, eta: 1:07:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9531, loss_cls: 0.6107, loss: 0.6107, grad_norm: 7.1740 2021-06-21 07:56:08,058 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-04, eta: 1:06:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9531, loss_cls: 0.5946, loss: 0.5946, grad_norm: 7.2870 2021-06-21 07:56:19,189 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-04, eta: 1:06:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9641, loss_cls: 0.5616, loss: 0.5616, grad_norm: 7.1158 2021-06-21 07:56:30,318 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-04, eta: 1:06:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9578, loss_cls: 0.5838, loss: 0.5838, grad_norm: 7.2888 2021-06-21 07:56:41,436 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-04, eta: 1:06:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9523, loss_cls: 0.6337, loss: 0.6337, grad_norm: 7.3383 2021-06-21 07:56:52,565 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-04, eta: 1:06:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9445, loss_cls: 0.6627, loss: 0.6627, grad_norm: 7.3052 2021-06-21 07:57:03,684 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-04, eta: 1:06:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9523, loss_cls: 0.6052, loss: 0.6052, grad_norm: 7.4089 2021-06-21 07:57:14,812 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-04, eta: 1:05:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9672, loss_cls: 0.5539, loss: 0.5539, grad_norm: 7.2700 2021-06-21 07:57:25,916 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-04, eta: 1:05:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9547, loss_cls: 0.5515, loss: 0.5515, grad_norm: 6.9546 2021-06-21 07:57:37,059 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-04, eta: 1:05:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9547, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.5434 2021-06-21 07:57:48,194 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-04, eta: 1:05:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9492, loss_cls: 0.6645, loss: 0.6645, grad_norm: 7.8758 2021-06-21 07:57:59,340 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-04, eta: 1:05:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9523, loss_cls: 0.6253, loss: 0.6253, grad_norm: 7.7045 2021-06-21 07:58:10,481 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-04, eta: 1:04:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9492, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.8410 2021-06-21 07:58:21,614 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-04, eta: 1:04:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9484, loss_cls: 0.6372, loss: 0.6372, grad_norm: 7.4189 2021-06-21 07:58:32,735 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-04, eta: 1:04:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9477, loss_cls: 0.6229, loss: 0.6229, grad_norm: 7.4235 2021-06-21 07:58:43,873 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-04, eta: 1:04:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.5858, loss: 0.5858, grad_norm: 7.0943 2021-06-21 07:58:55,015 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-04, eta: 1:04:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.5702, loss: 0.5702, grad_norm: 6.9927 2021-06-21 07:59:06,143 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-04, eta: 1:03:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.5523 2021-06-21 07:59:17,372 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-04, eta: 1:03:42, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.5948, loss: 0.5948, grad_norm: 7.4125 2021-06-21 07:59:28,510 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-04, eta: 1:03:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6601, loss: 0.6601, grad_norm: 7.7758 2021-06-21 07:59:39,641 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-04, eta: 1:03:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9602, loss_cls: 0.6223, loss: 0.6223, grad_norm: 7.5194 2021-06-21 07:59:50,776 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-04, eta: 1:03:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9563, loss_cls: 0.5639, loss: 0.5639, grad_norm: 7.1716 2021-06-21 08:00:01,919 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-04, eta: 1:02:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9547, loss_cls: 0.5857, loss: 0.5857, grad_norm: 7.1181 2021-06-21 08:00:13,050 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-04, eta: 1:02:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6207, loss: 0.6207, grad_norm: 7.2119 2021-06-21 08:00:24,182 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-04, eta: 1:02:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9594, loss_cls: 0.5970, loss: 0.5970, grad_norm: 7.3319 2021-06-21 08:00:35,316 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-04, eta: 1:02:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6374, loss: 0.6374, grad_norm: 7.5360 2021-06-21 08:00:46,456 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-04, eta: 1:02:09, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9508, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.2952 2021-06-21 08:00:57,592 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-04, eta: 1:01:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6572, loss: 0.6572, grad_norm: 7.6459 2021-06-21 08:01:08,727 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-04, eta: 1:01:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9594, loss_cls: 0.5804, loss: 0.5804, grad_norm: 7.4710 2021-06-21 08:01:19,865 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-04, eta: 1:01:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6768, loss: 0.6768, grad_norm: 7.6144 2021-06-21 08:01:31,002 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-04, eta: 1:01:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9523, loss_cls: 0.6279, loss: 0.6279, grad_norm: 7.4060 2021-06-21 08:01:42,135 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-04, eta: 1:01:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9531, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.3941 2021-06-21 08:01:53,268 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-04, eta: 1:01:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9578, loss_cls: 0.5684, loss: 0.5684, grad_norm: 7.0948 2021-06-21 08:02:04,400 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-04, eta: 1:00:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9563, loss_cls: 0.5926, loss: 0.5926, grad_norm: 7.4027 2021-06-21 08:02:15,525 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-04, eta: 1:00:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9578, loss_cls: 0.5743, loss: 0.5743, grad_norm: 7.3350 2021-06-21 08:02:26,659 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-04, eta: 1:00:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9578, loss_cls: 0.5690, loss: 0.5690, grad_norm: 7.0808 2021-06-21 08:02:37,800 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-04, eta: 1:00:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9492, loss_cls: 0.6424, loss: 0.6424, grad_norm: 7.3425 2021-06-21 08:02:48,956 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-04, eta: 1:00:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.5820, loss: 0.5820, grad_norm: 7.1012 2021-06-21 08:03:00,104 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-04, eta: 0:59:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6462, loss: 0.6462, grad_norm: 7.7168 2021-06-21 08:03:11,237 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-04, eta: 0:59:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9531, loss_cls: 0.6283, loss: 0.6283, grad_norm: 7.5714 2021-06-21 08:03:22,355 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-04, eta: 0:59:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6235, loss: 0.6235, grad_norm: 7.8026 2021-06-21 08:03:33,497 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-04, eta: 0:59:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6288, loss: 0.6288, grad_norm: 7.4208 2021-06-21 08:03:44,669 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-04, eta: 0:59:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9469, loss_cls: 0.6068, loss: 0.6068, grad_norm: 7.1654 2021-06-21 08:03:55,831 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-04, eta: 0:58:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9555, loss_cls: 0.6284, loss: 0.6284, grad_norm: 7.5456 2021-06-21 08:04:06,973 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-04, eta: 0:58:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9570, loss_cls: 0.6087, loss: 0.6087, grad_norm: 7.3878 2021-06-21 08:04:18,124 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-04, eta: 0:58:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8664, top5_acc: 0.9594, loss_cls: 0.5553, loss: 0.5553, grad_norm: 6.9018 2021-06-21 08:04:29,271 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-04, eta: 0:58:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9586, loss_cls: 0.5921, loss: 0.5921, grad_norm: 7.0713 2021-06-21 08:04:40,417 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-04, eta: 0:58:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9539, loss_cls: 0.5933, loss: 0.5933, grad_norm: 7.1768 2021-06-21 08:04:51,574 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-04, eta: 0:57:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6353, loss: 0.6353, grad_norm: 7.6649 2021-06-21 08:05:02,757 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-04, eta: 0:57:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6469, loss: 0.6469, grad_norm: 7.4332 2021-06-21 08:05:13,890 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-04, eta: 0:57:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9492, loss_cls: 0.6093, loss: 0.6093, grad_norm: 7.2334 2021-06-21 08:05:25,035 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-04, eta: 0:57:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9516, loss_cls: 0.5792, loss: 0.5792, grad_norm: 6.9489 2021-06-21 08:05:36,188 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-04, eta: 0:57:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6151, loss: 0.6151, grad_norm: 7.6959 2021-06-21 08:05:47,324 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-04, eta: 0:56:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9461, loss_cls: 0.6268, loss: 0.6268, grad_norm: 7.2581 2021-06-21 08:05:58,482 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-04, eta: 0:56:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9648, loss_cls: 0.5271, loss: 0.5271, grad_norm: 6.9707 2021-06-21 08:06:09,615 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-04, eta: 0:56:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6089, loss: 0.6089, grad_norm: 7.4012 2021-06-21 08:06:20,733 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-04, eta: 0:56:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9508, loss_cls: 0.6090, loss: 0.6090, grad_norm: 7.1600 2021-06-21 08:06:31,877 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-04, eta: 0:56:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9375, loss_cls: 0.6884, loss: 0.6884, grad_norm: 7.6629 2021-06-21 08:06:43,000 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-04, eta: 0:55:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8617, top5_acc: 0.9563, loss_cls: 0.5788, loss: 0.5788, grad_norm: 7.0523 2021-06-21 08:06:54,176 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-04, eta: 0:55:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9531, loss_cls: 0.6179, loss: 0.6179, grad_norm: 7.4442 2021-06-21 08:07:05,274 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-04, eta: 0:55:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9539, loss_cls: 0.5982, loss: 0.5982, grad_norm: 7.4543 2021-06-21 08:07:16,430 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-04, eta: 0:55:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9563, loss_cls: 0.6193, loss: 0.6193, grad_norm: 7.6359 2021-06-21 08:07:27,570 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-04, eta: 0:55:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9547, loss_cls: 0.6168, loss: 0.6168, grad_norm: 7.4999 2021-06-21 08:07:38,666 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-04, eta: 0:55:01, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6184, loss: 0.6184, grad_norm: 7.4549 2021-06-21 08:07:49,805 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-04, eta: 0:54:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9555, loss_cls: 0.5553, loss: 0.5553, grad_norm: 6.9025 2021-06-21 08:08:00,958 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-04, eta: 0:54:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6460, loss: 0.6460, grad_norm: 7.4051 2021-06-21 08:08:12,110 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-04, eta: 0:54:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9469, loss_cls: 0.6565, loss: 0.6565, grad_norm: 7.3900 2021-06-21 08:08:23,236 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-04, eta: 0:54:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9508, loss_cls: 0.5863, loss: 0.5863, grad_norm: 7.1309 2021-06-21 08:08:34,370 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-04, eta: 0:54:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9625, loss_cls: 0.5914, loss: 0.5914, grad_norm: 7.4115 2021-06-21 08:08:45,500 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-04, eta: 0:53:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9555, loss_cls: 0.6390, loss: 0.6390, grad_norm: 7.6924 2021-06-21 08:08:56,644 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-04, eta: 0:53:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9570, loss_cls: 0.5802, loss: 0.5802, grad_norm: 7.2761 2021-06-21 08:09:07,746 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-04, eta: 0:53:29, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9461, loss_cls: 0.6640, loss: 0.6640, grad_norm: 7.3908 2021-06-21 08:09:18,900 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-04, eta: 0:53:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8648, top5_acc: 0.9633, loss_cls: 0.5466, loss: 0.5466, grad_norm: 7.2214 2021-06-21 08:09:30,033 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-04, eta: 0:53:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6071, loss: 0.6071, grad_norm: 7.3791 2021-06-21 08:09:41,161 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-04, eta: 0:52:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9633, loss_cls: 0.5967, loss: 0.5967, grad_norm: 7.5311 2021-06-21 08:09:52,294 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-04, eta: 0:52:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9617, loss_cls: 0.5800, loss: 0.5800, grad_norm: 7.1947 2021-06-21 08:10:03,433 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-04, eta: 0:52:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9602, loss_cls: 0.6030, loss: 0.6030, grad_norm: 7.3688 2021-06-21 08:10:14,568 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-04, eta: 0:52:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.6035, loss: 0.6035, grad_norm: 7.5287 2021-06-21 08:10:25,725 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-04, eta: 0:52:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9516, loss_cls: 0.6467, loss: 0.6467, grad_norm: 7.4115 2021-06-21 08:10:36,867 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-04, eta: 0:51:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9563, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.4332 2021-06-21 08:10:48,020 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-04, eta: 0:51:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9477, loss_cls: 0.6563, loss: 0.6563, grad_norm: 7.5328 2021-06-21 08:10:59,155 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-04, eta: 0:51:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9469, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.1713 2021-06-21 08:11:10,289 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-04, eta: 0:51:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9437, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.6930 2021-06-21 08:11:21,428 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-04, eta: 0:51:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6208, loss: 0.6208, grad_norm: 7.5515 2021-06-21 08:11:32,578 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-04, eta: 0:50:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9563, loss_cls: 0.5640, loss: 0.5640, grad_norm: 7.2938 2021-06-21 08:11:43,691 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-04, eta: 0:50:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9430, loss_cls: 0.6508, loss: 0.6508, grad_norm: 7.1560 2021-06-21 08:11:54,833 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-04, eta: 0:50:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9617, loss_cls: 0.5369, loss: 0.5369, grad_norm: 6.8768 2021-06-21 08:12:05,983 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-04, eta: 0:50:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9422, loss_cls: 0.6653, loss: 0.6653, grad_norm: 7.5638 2021-06-21 08:12:17,126 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-04, eta: 0:50:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6369, loss: 0.6369, grad_norm: 7.5123 2021-06-21 08:12:28,278 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-04, eta: 0:50:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9609, loss_cls: 0.5635, loss: 0.5635, grad_norm: 6.9557 2021-06-21 08:12:39,417 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-04, eta: 0:49:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9461, loss_cls: 0.6315, loss: 0.6315, grad_norm: 7.5597 2021-06-21 08:12:50,561 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-04, eta: 0:49:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9492, loss_cls: 0.6395, loss: 0.6395, grad_norm: 7.5041 2021-06-21 08:13:01,710 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-04, eta: 0:49:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6353, loss: 0.6353, grad_norm: 7.6154 2021-06-21 08:13:12,830 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-04, eta: 0:49:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9563, loss_cls: 0.5897, loss: 0.5897, grad_norm: 7.4580 2021-06-21 08:13:23,955 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-04, eta: 0:49:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.6001, loss: 0.6001, grad_norm: 7.2669 2021-06-21 08:13:35,101 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-04, eta: 0:48:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9578, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.4377 2021-06-21 08:13:46,249 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-04, eta: 0:48:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9492, loss_cls: 0.5873, loss: 0.5873, grad_norm: 7.2741 2021-06-21 08:13:57,413 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-04, eta: 0:48:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9508, loss_cls: 0.6376, loss: 0.6376, grad_norm: 7.3947 2021-06-21 08:14:08,550 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-04, eta: 0:48:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9586, loss_cls: 0.5960, loss: 0.5960, grad_norm: 7.1591 2021-06-21 08:14:19,683 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-04, eta: 0:48:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9570, loss_cls: 0.5910, loss: 0.5910, grad_norm: 7.3366 2021-06-21 08:14:30,825 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-04, eta: 0:47:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8609, top5_acc: 0.9563, loss_cls: 0.5958, loss: 0.5958, grad_norm: 7.3389 2021-06-21 08:14:41,956 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-04, eta: 0:47:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9602, loss_cls: 0.6155, loss: 0.6155, grad_norm: 7.4542 2021-06-21 08:14:53,112 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-04, eta: 0:47:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9516, loss_cls: 0.6550, loss: 0.6550, grad_norm: 7.6543 2021-06-21 08:15:04,238 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-04, eta: 0:47:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6464, loss: 0.6464, grad_norm: 7.4300 2021-06-21 08:15:15,396 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-04, eta: 0:47:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9531, loss_cls: 0.6240, loss: 0.6240, grad_norm: 7.3710 2021-06-21 08:15:26,538 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-04, eta: 0:46:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9430, loss_cls: 0.6785, loss: 0.6785, grad_norm: 7.8740 2021-06-21 08:15:37,689 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-04, eta: 0:46:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9492, loss_cls: 0.6175, loss: 0.6175, grad_norm: 7.3029 2021-06-21 08:15:48,845 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-04, eta: 0:46:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6200, loss: 0.6200, grad_norm: 7.2939 2021-06-21 08:15:59,973 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-04, eta: 0:46:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9563, loss_cls: 0.6317, loss: 0.6317, grad_norm: 7.3954 2021-06-21 08:16:11,114 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-04, eta: 0:46:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9508, loss_cls: 0.6334, loss: 0.6334, grad_norm: 7.4138 2021-06-21 08:16:22,246 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-04, eta: 0:45:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6307, loss: 0.6307, grad_norm: 7.5447 2021-06-21 08:16:33,386 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-04, eta: 0:45:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9523, loss_cls: 0.5915, loss: 0.5915, grad_norm: 7.3249 2021-06-21 08:16:49,971 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-04, eta: 0:45:35, time: 0.811, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9641, loss_cls: 0.5836, loss: 0.5836, grad_norm: 7.4166 2021-06-21 08:17:01,439 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-04, eta: 0:45:23, time: 0.591, data_time: 0.023, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6192, loss: 0.6192, grad_norm: 7.1842 2021-06-21 08:17:13,552 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-04, eta: 0:45:12, time: 0.605, data_time: 0.004, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9484, loss_cls: 0.6431, loss: 0.6431, grad_norm: 7.3507 2021-06-21 08:17:24,669 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-04, eta: 0:45:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9594, loss_cls: 0.5539, loss: 0.5539, grad_norm: 6.9505 2021-06-21 08:17:35,801 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-04, eta: 0:44:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9523, loss_cls: 0.6370, loss: 0.6370, grad_norm: 7.5831 2021-06-21 08:17:46,912 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-04, eta: 0:44:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9437, loss_cls: 0.6407, loss: 0.6407, grad_norm: 7.2451 2021-06-21 08:17:58,046 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-04, eta: 0:44:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9539, loss_cls: 0.6210, loss: 0.6210, grad_norm: 7.4098 2021-06-21 08:18:09,173 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-04, eta: 0:44:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9445, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.6894 2021-06-21 08:18:20,319 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-04, eta: 0:44:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9461, loss_cls: 0.6499, loss: 0.6499, grad_norm: 7.6166 2021-06-21 08:18:31,452 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-04, eta: 0:43:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9516, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.5786 2021-06-21 08:18:42,582 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-04, eta: 0:43:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6289, loss: 0.6289, grad_norm: 7.4248 2021-06-21 08:18:53,722 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-04, eta: 0:43:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6690, loss: 0.6690, grad_norm: 7.5783 2021-06-21 08:19:04,877 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-04, eta: 0:43:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9570, loss_cls: 0.6137, loss: 0.6137, grad_norm: 7.4840 2021-06-21 08:19:16,016 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-04, eta: 0:43:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9492, loss_cls: 0.6472, loss: 0.6472, grad_norm: 7.4069 2021-06-21 08:19:27,147 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-04, eta: 0:42:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9523, loss_cls: 0.6122, loss: 0.6122, grad_norm: 7.4635 2021-06-21 08:19:38,277 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-04, eta: 0:42:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9602, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.2776 2021-06-21 08:19:49,417 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-04, eta: 0:42:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9523, loss_cls: 0.6387, loss: 0.6387, grad_norm: 7.5373 2021-06-21 08:20:00,561 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-04, eta: 0:42:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9547, loss_cls: 0.6227, loss: 0.6227, grad_norm: 7.3636 2021-06-21 08:20:12,360 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-04, eta: 0:42:07, time: 0.590, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9492, loss_cls: 0.6221, loss: 0.6221, grad_norm: 7.5622 2021-06-21 08:20:23,473 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-04, eta: 0:41:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9484, loss_cls: 0.6059, loss: 0.6059, grad_norm: 7.1740 2021-06-21 08:20:34,599 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-04, eta: 0:41:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9523, loss_cls: 0.6438, loss: 0.6438, grad_norm: 7.5004 2021-06-21 08:20:45,733 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-04, eta: 0:41:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9500, loss_cls: 0.6004, loss: 0.6004, grad_norm: 7.6087 2021-06-21 08:20:56,875 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-04, eta: 0:41:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9477, loss_cls: 0.6413, loss: 0.6413, grad_norm: 7.7097 2021-06-21 08:21:08,013 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-04, eta: 0:41:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9547, loss_cls: 0.6151, loss: 0.6151, grad_norm: 7.3058 2021-06-21 08:21:19,167 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-04, eta: 0:40:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9453, loss_cls: 0.6164, loss: 0.6164, grad_norm: 7.4679 2021-06-21 08:21:30,289 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-04, eta: 0:40:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9547, loss_cls: 0.5918, loss: 0.5918, grad_norm: 7.3639 2021-06-21 08:21:41,426 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-04, eta: 0:40:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9523, loss_cls: 0.5812, loss: 0.5812, grad_norm: 7.1532 2021-06-21 08:21:52,552 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-04, eta: 0:40:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9516, loss_cls: 0.6153, loss: 0.6153, grad_norm: 7.5494 2021-06-21 08:22:03,648 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-04, eta: 0:40:11, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9508, loss_cls: 0.6559, loss: 0.6559, grad_norm: 7.4540 2021-06-21 08:22:14,788 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-04, eta: 0:39:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9570, loss_cls: 0.5725, loss: 0.5725, grad_norm: 7.2680 2021-06-21 08:22:25,930 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-04, eta: 0:39:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6112, loss: 0.6112, grad_norm: 7.2619 2021-06-21 08:22:37,070 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-04, eta: 0:39:36, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9539, loss_cls: 0.5958, loss: 0.5958, grad_norm: 7.1728 2021-06-21 08:22:48,227 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-04, eta: 0:39:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9563, loss_cls: 0.6393, loss: 0.6393, grad_norm: 7.5671 2021-06-21 08:22:59,369 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-04, eta: 0:39:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9492, loss_cls: 0.6211, loss: 0.6211, grad_norm: 7.3895 2021-06-21 08:23:10,509 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-04, eta: 0:39:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9422, loss_cls: 0.6747, loss: 0.6747, grad_norm: 7.5230 2021-06-21 08:23:21,627 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-04, eta: 0:38:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9586, loss_cls: 0.5602, loss: 0.5602, grad_norm: 6.7253 2021-06-21 08:23:32,774 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-04, eta: 0:38:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6700, loss: 0.6700, grad_norm: 7.4437 2021-06-21 08:23:43,927 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-04, eta: 0:38:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6341, loss: 0.6341, grad_norm: 7.4793 2021-06-21 08:23:55,074 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-04, eta: 0:38:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9508, loss_cls: 0.6088, loss: 0.6088, grad_norm: 7.2625 2021-06-21 08:24:06,225 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-04, eta: 0:38:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6425, loss: 0.6425, grad_norm: 7.6451 2021-06-21 08:24:17,352 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-04, eta: 0:37:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9406, loss_cls: 0.6838, loss: 0.6838, grad_norm: 7.8000 2021-06-21 08:24:28,478 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-04, eta: 0:37:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9469, loss_cls: 0.6185, loss: 0.6185, grad_norm: 7.2235 2021-06-21 08:24:39,625 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-04, eta: 0:37:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.4376 2021-06-21 08:24:50,759 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-04, eta: 0:37:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9523, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.2512 2021-06-21 08:25:01,895 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-04, eta: 0:37:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9555, loss_cls: 0.5843, loss: 0.5843, grad_norm: 7.2666 2021-06-21 08:25:13,033 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-04, eta: 0:36:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9422, loss_cls: 0.6110, loss: 0.6110, grad_norm: 7.0869 2021-06-21 08:25:24,165 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-04, eta: 0:36:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9547, loss_cls: 0.5865, loss: 0.5865, grad_norm: 7.2971 2021-06-21 08:25:35,312 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-04, eta: 0:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.6947, loss: 0.6947, grad_norm: 7.7938 2021-06-21 08:25:46,455 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-04, eta: 0:36:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9508, loss_cls: 0.6524, loss: 0.6524, grad_norm: 7.8166 2021-06-21 08:29:16,721 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 08:29:17,584 - mmaction - INFO - top1_acc 0.7265 top5_acc 0.9070 2021-06-21 08:29:17,585 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 08:29:17,655 - mmaction - INFO - mean_acc 0.7264 2021-06-21 08:29:17,664 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-06-21 08:29:18,098 - mmaction - INFO - Epoch(val) [99][207] top1_acc: 0.7265, top5_acc: 0.9070, mean_class_accuracy: 0.7264 2021-06-21 08:30:37,016 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-04, eta: 0:35:59, time: 3.943, data_time: 3.335, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6399, loss: 0.6399, grad_norm: 7.3868 2021-06-21 08:30:48,157 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-04, eta: 0:35:47, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6361, loss: 0.6361, grad_norm: 7.2451 2021-06-21 08:30:59,255 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-04, eta: 0:35:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9477, loss_cls: 0.6105, loss: 0.6105, grad_norm: 7.2221 2021-06-21 08:31:10,352 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-04, eta: 0:35:24, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9602, loss_cls: 0.5549, loss: 0.5549, grad_norm: 7.0557 2021-06-21 08:31:21,470 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-04, eta: 0:35:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6392, loss: 0.6392, grad_norm: 7.4829 2021-06-21 08:31:32,597 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-04, eta: 0:35:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9531, loss_cls: 0.5669, loss: 0.5669, grad_norm: 7.0852 2021-06-21 08:31:43,705 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-04, eta: 0:34:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9609, loss_cls: 0.5667, loss: 0.5667, grad_norm: 7.2986 2021-06-21 08:31:54,822 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-04, eta: 0:34:38, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9563, loss_cls: 0.5814, loss: 0.5814, grad_norm: 7.2163 2021-06-21 08:32:05,953 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-04, eta: 0:34:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9578, loss_cls: 0.6007, loss: 0.6007, grad_norm: 7.2072 2021-06-21 08:32:17,083 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-04, eta: 0:34:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9578, loss_cls: 0.6050, loss: 0.6050, grad_norm: 7.6637 2021-06-21 08:32:28,198 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-04, eta: 0:34:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9609, loss_cls: 0.5544, loss: 0.5544, grad_norm: 7.0466 2021-06-21 08:32:39,310 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-04, eta: 0:33:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9547, loss_cls: 0.5894, loss: 0.5894, grad_norm: 7.0897 2021-06-21 08:32:50,433 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-04, eta: 0:33:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9469, loss_cls: 0.6365, loss: 0.6365, grad_norm: 7.2958 2021-06-21 08:33:01,566 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-04, eta: 0:33:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6657, loss: 0.6657, grad_norm: 7.6688 2021-06-21 08:33:12,697 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-04, eta: 0:33:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9469, loss_cls: 0.6148, loss: 0.6148, grad_norm: 7.4457 2021-06-21 08:33:23,840 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-04, eta: 0:33:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6672, loss: 0.6672, grad_norm: 7.6454 2021-06-21 08:33:34,960 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-04, eta: 0:32:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6461, loss: 0.6461, grad_norm: 7.5357 2021-06-21 08:33:46,109 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-04, eta: 0:32:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9594, loss_cls: 0.6042, loss: 0.6042, grad_norm: 7.4840 2021-06-21 08:33:57,251 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-04, eta: 0:32:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9391, loss_cls: 0.6699, loss: 0.6699, grad_norm: 7.6416 2021-06-21 08:34:08,390 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-04, eta: 0:32:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9594, loss_cls: 0.6017, loss: 0.6017, grad_norm: 7.5253 2021-06-21 08:34:19,513 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-04, eta: 0:32:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9602, loss_cls: 0.5384, loss: 0.5384, grad_norm: 7.3194 2021-06-21 08:34:30,662 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-04, eta: 0:31:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9563, loss_cls: 0.5705, loss: 0.5705, grad_norm: 6.9706 2021-06-21 08:34:41,779 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-04, eta: 0:31:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9602, loss_cls: 0.6057, loss: 0.6057, grad_norm: 7.4349 2021-06-21 08:34:52,909 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-04, eta: 0:31:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9570, loss_cls: 0.6025, loss: 0.6025, grad_norm: 7.2759 2021-06-21 08:35:09,389 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-04, eta: 0:31:22, time: 0.817, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9453, loss_cls: 0.6081, loss: 0.6081, grad_norm: 7.3411 2021-06-21 08:35:20,642 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-04, eta: 0:31:10, time: 0.569, data_time: 0.009, memory: 7080, top1_acc: 0.8633, top5_acc: 0.9586, loss_cls: 0.5651, loss: 0.5651, grad_norm: 7.2382 2021-06-21 08:35:31,862 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-04, eta: 0:30:58, time: 0.562, data_time: 0.008, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9484, loss_cls: 0.6220, loss: 0.6220, grad_norm: 7.4660 2021-06-21 08:35:42,993 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-04, eta: 0:30:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9547, loss_cls: 0.6454, loss: 0.6454, grad_norm: 7.4091 2021-06-21 08:35:54,153 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-04, eta: 0:30:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9484, loss_cls: 0.6473, loss: 0.6473, grad_norm: 7.4816 2021-06-21 08:36:05,284 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-04, eta: 0:30:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9398, loss_cls: 0.6734, loss: 0.6734, grad_norm: 7.4489 2021-06-21 08:36:16,393 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-04, eta: 0:30:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9437, loss_cls: 0.6818, loss: 0.6818, grad_norm: 7.7383 2021-06-21 08:36:27,527 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-04, eta: 0:30:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9586, loss_cls: 0.6233, loss: 0.6233, grad_norm: 7.5142 2021-06-21 08:36:38,671 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-04, eta: 0:29:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9531, loss_cls: 0.6058, loss: 0.6058, grad_norm: 7.1830 2021-06-21 08:36:49,795 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-04, eta: 0:29:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9672, loss_cls: 0.5374, loss: 0.5374, grad_norm: 7.1983 2021-06-21 08:37:00,927 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-04, eta: 0:29:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9625, loss_cls: 0.5795, loss: 0.5795, grad_norm: 7.2649 2021-06-21 08:37:12,063 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-04, eta: 0:29:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9555, loss_cls: 0.6049, loss: 0.6049, grad_norm: 7.3671 2021-06-21 08:37:23,185 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-04, eta: 0:29:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9508, loss_cls: 0.6336, loss: 0.6336, grad_norm: 7.5808 2021-06-21 08:37:34,320 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-04, eta: 0:28:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9695, loss_cls: 0.5705, loss: 0.5705, grad_norm: 7.5769 2021-06-21 08:37:45,459 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-04, eta: 0:28:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9633, loss_cls: 0.5641, loss: 0.5641, grad_norm: 7.2392 2021-06-21 08:37:56,594 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-04, eta: 0:28:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9594, loss_cls: 0.5935, loss: 0.5935, grad_norm: 7.3979 2021-06-21 08:38:07,751 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-04, eta: 0:28:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9508, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.1206 2021-06-21 08:38:18,838 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-04, eta: 0:28:05, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9586, loss_cls: 0.6077, loss: 0.6077, grad_norm: 7.5958 2021-06-21 08:38:29,969 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-04, eta: 0:27:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9617, loss_cls: 0.5928, loss: 0.5928, grad_norm: 7.1505 2021-06-21 08:38:41,095 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-04, eta: 0:27:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9531, loss_cls: 0.6345, loss: 0.6345, grad_norm: 7.6647 2021-06-21 08:38:52,245 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-04, eta: 0:27:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9508, loss_cls: 0.6042, loss: 0.6042, grad_norm: 7.2267 2021-06-21 08:39:03,378 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-04, eta: 0:27:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9570, loss_cls: 0.6143, loss: 0.6143, grad_norm: 7.4894 2021-06-21 08:39:14,523 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-04, eta: 0:27:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9492, loss_cls: 0.6293, loss: 0.6293, grad_norm: 7.4889 2021-06-21 08:39:25,637 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-04, eta: 0:26:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9531, loss_cls: 0.6043, loss: 0.6043, grad_norm: 7.5291 2021-06-21 08:39:36,782 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-04, eta: 0:26:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6714, loss: 0.6714, grad_norm: 7.6117 2021-06-21 08:39:47,916 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-04, eta: 0:26:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9461, loss_cls: 0.6642, loss: 0.6642, grad_norm: 7.8677 2021-06-21 08:39:59,065 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-04, eta: 0:26:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9500, loss_cls: 0.6545, loss: 0.6545, grad_norm: 7.5277 2021-06-21 08:40:10,200 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-04, eta: 0:26:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9539, loss_cls: 0.6534, loss: 0.6534, grad_norm: 7.7419 2021-06-21 08:40:21,346 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-04, eta: 0:25:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9500, loss_cls: 0.6515, loss: 0.6515, grad_norm: 7.5478 2021-06-21 08:40:32,492 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-04, eta: 0:25:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9461, loss_cls: 0.6254, loss: 0.6254, grad_norm: 7.3410 2021-06-21 08:40:43,655 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-04, eta: 0:25:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9516, loss_cls: 0.6320, loss: 0.6320, grad_norm: 7.6688 2021-06-21 08:40:54,789 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-04, eta: 0:25:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9609, loss_cls: 0.5858, loss: 0.5858, grad_norm: 7.4400 2021-06-21 08:41:05,936 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-04, eta: 0:25:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9500, loss_cls: 0.6217, loss: 0.6217, grad_norm: 7.5376 2021-06-21 08:41:17,082 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-04, eta: 0:25:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9328, loss_cls: 0.6937, loss: 0.6937, grad_norm: 7.5601 2021-06-21 08:41:28,217 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-04, eta: 0:24:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9594, loss_cls: 0.5748, loss: 0.5748, grad_norm: 7.1408 2021-06-21 08:41:39,335 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-04, eta: 0:24:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9516, loss_cls: 0.6147, loss: 0.6147, grad_norm: 7.2180 2021-06-21 08:41:50,465 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-04, eta: 0:24:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9555, loss_cls: 0.5815, loss: 0.5815, grad_norm: 7.3518 2021-06-21 08:42:01,657 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-04, eta: 0:24:14, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9422, loss_cls: 0.6251, loss: 0.6251, grad_norm: 7.1237 2021-06-21 08:42:12,798 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-04, eta: 0:24:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9445, loss_cls: 0.6052, loss: 0.6052, grad_norm: 7.2549 2021-06-21 08:42:23,924 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-04, eta: 0:23:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9508, loss_cls: 0.6063, loss: 0.6063, grad_norm: 7.3069 2021-06-21 08:42:35,042 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-04, eta: 0:23:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9344, loss_cls: 0.6905, loss: 0.6905, grad_norm: 7.6842 2021-06-21 08:42:46,170 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-04, eta: 0:23:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9563, loss_cls: 0.5821, loss: 0.5821, grad_norm: 7.0327 2021-06-21 08:42:57,314 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-04, eta: 0:23:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9531, loss_cls: 0.6188, loss: 0.6188, grad_norm: 7.5241 2021-06-21 08:43:08,459 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-04, eta: 0:23:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9539, loss_cls: 0.5796, loss: 0.5796, grad_norm: 6.9357 2021-06-21 08:43:19,599 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-04, eta: 0:22:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9477, loss_cls: 0.6402, loss: 0.6402, grad_norm: 7.3936 2021-06-21 08:43:30,774 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-04, eta: 0:22:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9539, loss_cls: 0.6092, loss: 0.6092, grad_norm: 7.4519 2021-06-21 08:43:41,869 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-04, eta: 0:22:30, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9602, loss_cls: 0.5783, loss: 0.5783, grad_norm: 7.3446 2021-06-21 08:43:53,011 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-04, eta: 0:22:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9484, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.1468 2021-06-21 08:44:04,140 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-04, eta: 0:22:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9508, loss_cls: 0.6604, loss: 0.6604, grad_norm: 7.8247 2021-06-21 08:44:15,286 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-04, eta: 0:21:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9570, loss_cls: 0.5837, loss: 0.5837, grad_norm: 7.1555 2021-06-21 08:44:26,422 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-04, eta: 0:21:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9555, loss_cls: 0.6216, loss: 0.6216, grad_norm: 7.3818 2021-06-21 08:44:37,568 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-04, eta: 0:21:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9430, loss_cls: 0.6546, loss: 0.6546, grad_norm: 7.7031 2021-06-21 08:44:48,682 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-04, eta: 0:21:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6510, loss: 0.6510, grad_norm: 7.5024 2021-06-21 08:44:59,837 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-04, eta: 0:21:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9555, loss_cls: 0.5813, loss: 0.5813, grad_norm: 7.3068 2021-06-21 08:45:10,996 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-04, eta: 0:20:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8477, top5_acc: 0.9484, loss_cls: 0.6222, loss: 0.6222, grad_norm: 7.7617 2021-06-21 08:45:22,124 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-04, eta: 0:20:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6626, loss: 0.6626, grad_norm: 7.7838 2021-06-21 08:45:33,266 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-04, eta: 0:20:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8516, top5_acc: 0.9563, loss_cls: 0.6122, loss: 0.6122, grad_norm: 7.4389 2021-06-21 08:45:44,415 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-04, eta: 0:20:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9461, loss_cls: 0.6532, loss: 0.6532, grad_norm: 7.4086 2021-06-21 08:45:55,573 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-04, eta: 0:20:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9469, loss_cls: 0.6519, loss: 0.6519, grad_norm: 7.5870 2021-06-21 08:46:06,708 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-04, eta: 0:20:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9500, loss_cls: 0.6457, loss: 0.6457, grad_norm: 7.5699 2021-06-21 08:46:17,848 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-04, eta: 0:19:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8641, top5_acc: 0.9500, loss_cls: 0.5697, loss: 0.5697, grad_norm: 6.8611 2021-06-21 08:46:29,001 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-04, eta: 0:19:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9383, loss_cls: 0.7122, loss: 0.7122, grad_norm: 7.8855 2021-06-21 08:46:40,132 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-04, eta: 0:19:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9570, loss_cls: 0.5855, loss: 0.5855, grad_norm: 7.1394 2021-06-21 08:46:51,263 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-04, eta: 0:19:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9500, loss_cls: 0.6275, loss: 0.6275, grad_norm: 7.4800 2021-06-21 08:47:02,407 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-04, eta: 0:19:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9500, loss_cls: 0.6152, loss: 0.6152, grad_norm: 7.5355 2021-06-21 08:47:13,540 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-04, eta: 0:18:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6468, loss: 0.6468, grad_norm: 7.4909 2021-06-21 08:47:24,685 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-04, eta: 0:18:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8508, top5_acc: 0.9539, loss_cls: 0.6010, loss: 0.6010, grad_norm: 7.4317 2021-06-21 08:47:35,856 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-04, eta: 0:18:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9547, loss_cls: 0.6016, loss: 0.6016, grad_norm: 7.2087 2021-06-21 08:47:46,973 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-04, eta: 0:18:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9414, loss_cls: 0.6326, loss: 0.6326, grad_norm: 7.2386 2021-06-21 08:47:58,107 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-04, eta: 0:18:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9453, loss_cls: 0.6388, loss: 0.6388, grad_norm: 7.4817 2021-06-21 08:48:09,243 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-04, eta: 0:17:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6166, loss: 0.6166, grad_norm: 7.4541 2021-06-21 08:48:20,380 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-04, eta: 0:17:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9523, loss_cls: 0.6270, loss: 0.6270, grad_norm: 7.3251 2021-06-21 08:48:31,522 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-04, eta: 0:17:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8578, top5_acc: 0.9578, loss_cls: 0.5884, loss: 0.5884, grad_norm: 7.3853 2021-06-21 08:48:42,669 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-04, eta: 0:17:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9555, loss_cls: 0.6207, loss: 0.6207, grad_norm: 7.5092 2021-06-21 08:48:53,810 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-04, eta: 0:17:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9555, loss_cls: 0.6239, loss: 0.6239, grad_norm: 7.3027 2021-06-21 08:49:04,950 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-04, eta: 0:16:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9570, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.4201 2021-06-21 08:49:16,075 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-04, eta: 0:16:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9437, loss_cls: 0.6438, loss: 0.6438, grad_norm: 7.4757 2021-06-21 08:49:27,202 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-04, eta: 0:16:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6091, loss: 0.6091, grad_norm: 7.4220 2021-06-21 08:49:38,334 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-04, eta: 0:16:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9492, loss_cls: 0.6347, loss: 0.6347, grad_norm: 7.3372 2021-06-21 08:49:49,474 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-04, eta: 0:16:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9563, loss_cls: 0.6276, loss: 0.6276, grad_norm: 7.6434 2021-06-21 08:50:00,609 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-04, eta: 0:15:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9648, loss_cls: 0.5885, loss: 0.5885, grad_norm: 7.5599 2021-06-21 08:50:11,789 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-04, eta: 0:15:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9563, loss_cls: 0.6146, loss: 0.6146, grad_norm: 7.5443 2021-06-21 08:50:22,933 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-04, eta: 0:15:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9578, loss_cls: 0.5968, loss: 0.5968, grad_norm: 7.4421 2021-06-21 08:50:34,059 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-04, eta: 0:15:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9453, loss_cls: 0.6529, loss: 0.6529, grad_norm: 7.6018 2021-06-21 08:50:45,189 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-04, eta: 0:15:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9477, loss_cls: 0.6608, loss: 0.6608, grad_norm: 7.8259 2021-06-21 08:50:56,324 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-04, eta: 0:14:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9484, loss_cls: 0.6801, loss: 0.6801, grad_norm: 7.6493 2021-06-21 08:51:07,495 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-04, eta: 0:14:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.5846, loss: 0.5846, grad_norm: 7.2428 2021-06-21 08:51:18,583 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-04, eta: 0:14:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6754, loss: 0.6754, grad_norm: 7.8189 2021-06-21 08:51:29,721 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-04, eta: 0:14:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9625, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.4937 2021-06-21 08:51:40,858 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-04, eta: 0:14:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9586, loss_cls: 0.6104, loss: 0.6104, grad_norm: 7.3830 2021-06-21 08:51:51,988 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-04, eta: 0:14:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6243, loss: 0.6243, grad_norm: 7.7406 2021-06-21 08:52:03,139 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-04, eta: 0:13:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9430, loss_cls: 0.6652, loss: 0.6652, grad_norm: 7.3534 2021-06-21 08:52:14,264 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-04, eta: 0:13:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9625, loss_cls: 0.6140, loss: 0.6140, grad_norm: 7.3557 2021-06-21 08:52:25,402 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-04, eta: 0:13:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9578, loss_cls: 0.6041, loss: 0.6041, grad_norm: 7.4740 2021-06-21 08:52:36,547 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-04, eta: 0:13:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9578, loss_cls: 0.5832, loss: 0.5832, grad_norm: 7.2081 2021-06-21 08:52:47,689 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-04, eta: 0:13:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9492, loss_cls: 0.6912, loss: 0.6912, grad_norm: 7.7434 2021-06-21 08:52:58,818 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-04, eta: 0:12:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9531, loss_cls: 0.6286, loss: 0.6286, grad_norm: 7.3666 2021-06-21 08:53:09,969 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-04, eta: 0:12:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9547, loss_cls: 0.5987, loss: 0.5987, grad_norm: 7.2179 2021-06-21 08:53:21,104 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-04, eta: 0:12:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9523, loss_cls: 0.6850, loss: 0.6850, grad_norm: 7.7861 2021-06-21 08:53:32,236 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-04, eta: 0:12:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8586, top5_acc: 0.9602, loss_cls: 0.5736, loss: 0.5736, grad_norm: 7.1140 2021-06-21 08:53:43,384 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-04, eta: 0:12:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8484, top5_acc: 0.9578, loss_cls: 0.5905, loss: 0.5905, grad_norm: 7.3768 2021-06-21 08:53:54,500 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-04, eta: 0:11:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9516, loss_cls: 0.6017, loss: 0.6017, grad_norm: 7.2762 2021-06-21 08:54:05,634 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-04, eta: 0:11:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8492, top5_acc: 0.9539, loss_cls: 0.5970, loss: 0.5970, grad_norm: 7.1524 2021-06-21 08:54:16,780 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-04, eta: 0:11:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9531, loss_cls: 0.6736, loss: 0.6736, grad_norm: 7.8230 2021-06-21 08:54:27,904 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-04, eta: 0:11:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9516, loss_cls: 0.6258, loss: 0.6258, grad_norm: 7.3357 2021-06-21 08:54:39,004 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-04, eta: 0:11:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6225, loss: 0.6225, grad_norm: 7.4795 2021-06-21 08:54:50,107 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-04, eta: 0:10:56, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9648, loss_cls: 0.5679, loss: 0.5679, grad_norm: 7.6448 2021-06-21 08:55:01,194 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-04, eta: 0:10:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9453, loss_cls: 0.6225, loss: 0.6225, grad_norm: 7.4941 2021-06-21 08:55:12,296 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-04, eta: 0:10:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9461, loss_cls: 0.6500, loss: 0.6500, grad_norm: 7.3171 2021-06-21 08:55:23,413 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-04, eta: 0:10:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9492, loss_cls: 0.6132, loss: 0.6132, grad_norm: 7.5283 2021-06-21 08:55:34,561 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-04, eta: 0:10:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9594, loss_cls: 0.5714, loss: 0.5714, grad_norm: 7.2569 2021-06-21 08:55:45,715 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-04, eta: 0:09:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8430, top5_acc: 0.9586, loss_cls: 0.5879, loss: 0.5879, grad_norm: 7.4112 2021-06-21 08:55:56,860 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-04, eta: 0:09:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9523, loss_cls: 0.6023, loss: 0.6023, grad_norm: 7.5113 2021-06-21 08:56:08,006 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-04, eta: 0:09:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9531, loss_cls: 0.5857, loss: 0.5857, grad_norm: 7.0837 2021-06-21 08:56:19,138 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-04, eta: 0:09:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8570, top5_acc: 0.9594, loss_cls: 0.5882, loss: 0.5882, grad_norm: 7.3749 2021-06-21 08:56:30,299 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-04, eta: 0:09:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8500, top5_acc: 0.9563, loss_cls: 0.6021, loss: 0.6021, grad_norm: 7.1747 2021-06-21 08:56:41,455 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-04, eta: 0:09:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9422, loss_cls: 0.6719, loss: 0.6719, grad_norm: 7.5154 2021-06-21 08:56:52,621 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-04, eta: 0:08:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9383, loss_cls: 0.7212, loss: 0.7212, grad_norm: 7.8225 2021-06-21 08:57:03,755 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-04, eta: 0:08:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9641, loss_cls: 0.6029, loss: 0.6029, grad_norm: 7.3586 2021-06-21 08:57:14,893 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-04, eta: 0:08:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6414, loss: 0.6414, grad_norm: 7.4425 2021-06-21 08:57:26,025 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-04, eta: 0:08:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9523, loss_cls: 0.6299, loss: 0.6299, grad_norm: 7.5560 2021-06-21 08:57:37,168 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-04, eta: 0:08:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9422, loss_cls: 0.6717, loss: 0.6717, grad_norm: 7.5350 2021-06-21 08:57:48,311 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-04, eta: 0:07:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8602, top5_acc: 0.9594, loss_cls: 0.5557, loss: 0.5557, grad_norm: 6.9540 2021-06-21 08:57:59,429 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-04, eta: 0:07:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9453, loss_cls: 0.6631, loss: 0.6631, grad_norm: 7.3871 2021-06-21 08:58:10,574 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-04, eta: 0:07:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9570, loss_cls: 0.5906, loss: 0.5906, grad_norm: 7.1239 2021-06-21 08:58:21,691 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-04, eta: 0:07:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9586, loss_cls: 0.6153, loss: 0.6153, grad_norm: 7.6692 2021-06-21 08:58:32,850 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-04, eta: 0:07:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9422, loss_cls: 0.6664, loss: 0.6664, grad_norm: 7.6652 2021-06-21 08:58:43,990 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-04, eta: 0:06:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9555, loss_cls: 0.5896, loss: 0.5896, grad_norm: 7.4423 2021-06-21 08:58:55,134 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-04, eta: 0:06:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6326, loss: 0.6326, grad_norm: 7.4474 2021-06-21 08:59:06,274 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-04, eta: 0:06:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9492, loss_cls: 0.6314, loss: 0.6314, grad_norm: 7.6560 2021-06-21 08:59:17,425 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-04, eta: 0:06:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.6841, loss: 0.6841, grad_norm: 7.6416 2021-06-21 08:59:28,574 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-04, eta: 0:06:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9477, loss_cls: 0.6332, loss: 0.6332, grad_norm: 7.3426 2021-06-21 08:59:39,727 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-04, eta: 0:05:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9516, loss_cls: 0.6180, loss: 0.6180, grad_norm: 7.3469 2021-06-21 08:59:50,905 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-04, eta: 0:05:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9609, loss_cls: 0.5874, loss: 0.5874, grad_norm: 7.1584 2021-06-21 09:00:02,025 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-04, eta: 0:05:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9523, loss_cls: 0.6385, loss: 0.6385, grad_norm: 7.5590 2021-06-21 09:00:13,185 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-04, eta: 0:05:21, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9516, loss_cls: 0.5904, loss: 0.5904, grad_norm: 7.2784 2021-06-21 09:00:24,337 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-04, eta: 0:05:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6505, loss: 0.6505, grad_norm: 7.6741 2021-06-21 09:00:35,484 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-04, eta: 0:04:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9578, loss_cls: 0.6139, loss: 0.6139, grad_norm: 7.3687 2021-06-21 09:00:46,625 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-04, eta: 0:04:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9555, loss_cls: 0.6257, loss: 0.6257, grad_norm: 7.3363 2021-06-21 09:00:57,749 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-04, eta: 0:04:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9508, loss_cls: 0.6474, loss: 0.6474, grad_norm: 7.5898 2021-06-21 09:01:08,898 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-04, eta: 0:04:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8555, top5_acc: 0.9539, loss_cls: 0.5976, loss: 0.5976, grad_norm: 7.4400 2021-06-21 09:01:20,017 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-04, eta: 0:04:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8594, top5_acc: 0.9547, loss_cls: 0.5850, loss: 0.5850, grad_norm: 7.1121 2021-06-21 09:01:31,161 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-04, eta: 0:04:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6363, loss: 0.6363, grad_norm: 7.5514 2021-06-21 09:01:42,314 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-04, eta: 0:03:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9500, loss_cls: 0.6170, loss: 0.6170, grad_norm: 7.6282 2021-06-21 09:01:53,462 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-04, eta: 0:03:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8547, top5_acc: 0.9523, loss_cls: 0.5862, loss: 0.5862, grad_norm: 7.2199 2021-06-21 09:02:04,589 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-04, eta: 0:03:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8523, top5_acc: 0.9539, loss_cls: 0.5661, loss: 0.5661, grad_norm: 7.1213 2021-06-21 09:02:15,721 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-04, eta: 0:03:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6348, loss: 0.6348, grad_norm: 7.5055 2021-06-21 09:02:26,834 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-04, eta: 0:03:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8656, top5_acc: 0.9633, loss_cls: 0.5292, loss: 0.5292, grad_norm: 7.2378 2021-06-21 09:02:37,968 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-04, eta: 0:02:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6117, loss: 0.6117, grad_norm: 7.3504 2021-06-21 09:02:49,105 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-04, eta: 0:02:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9461, loss_cls: 0.6773, loss: 0.6773, grad_norm: 7.7352 2021-06-21 09:03:00,224 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-04, eta: 0:02:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9508, loss_cls: 0.6265, loss: 0.6265, grad_norm: 7.4854 2021-06-21 09:03:11,389 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-04, eta: 0:02:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9531, loss_cls: 0.6328, loss: 0.6328, grad_norm: 7.8844 2021-06-21 09:03:22,514 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-04, eta: 0:02:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9547, loss_cls: 0.6169, loss: 0.6169, grad_norm: 7.4251 2021-06-21 09:03:33,614 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-04, eta: 0:01:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9586, loss_cls: 0.6149, loss: 0.6149, grad_norm: 7.4207 2021-06-21 09:03:44,749 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-04, eta: 0:01:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9578, loss_cls: 0.5906, loss: 0.5906, grad_norm: 7.2744 2021-06-21 09:03:55,891 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-04, eta: 0:01:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9430, loss_cls: 0.6757, loss: 0.6757, grad_norm: 7.5579 2021-06-21 09:04:07,026 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-04, eta: 0:01:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9602, loss_cls: 0.5920, loss: 0.5920, grad_norm: 7.2502 2021-06-21 09:04:18,223 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-04, eta: 0:01:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8539, top5_acc: 0.9578, loss_cls: 0.5960, loss: 0.5960, grad_norm: 7.3743 2021-06-21 09:04:29,323 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-04, eta: 0:00:56, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8562, top5_acc: 0.9555, loss_cls: 0.6224, loss: 0.6224, grad_norm: 7.2578 2021-06-21 09:04:40,458 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-04, eta: 0:00:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8461, top5_acc: 0.9539, loss_cls: 0.6192, loss: 0.6192, grad_norm: 7.7002 2021-06-21 09:04:51,644 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-04, eta: 0:00:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8453, top5_acc: 0.9563, loss_cls: 0.5932, loss: 0.5932, grad_norm: 7.2446 2021-06-21 09:05:02,739 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-04, eta: 0:00:21, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9563, loss_cls: 0.6020, loss: 0.6020, grad_norm: 7.5211 2021-06-21 09:05:13,888 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-04, eta: 0:00:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9570, loss_cls: 0.6206, loss: 0.6206, grad_norm: 7.3036 2021-06-21 09:08:23,525 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 09:08:24,392 - mmaction - INFO - top1_acc 0.7280 top5_acc 0.9075 2021-06-21 09:08:24,393 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 09:08:24,428 - mmaction - INFO - mean_acc 0.7279 2021-06-21 09:08:25,014 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2021-06-21 09:08:25,014 - mmaction - INFO - Best top1_acc is 0.7280 at 100 epoch. 2021-06-21 09:08:25,033 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-06-21 09:08:25,378 - mmaction - INFO - Epoch(val) [100][207] top1_acc: 0.7280, top5_acc: 0.9075, mean_class_accuracy: 0.7279