2021-06-17 10:35:43,485 - 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 ------------------------------------------------------------ 2021-06-17 10:35:43,486 - mmaction - INFO - Distributed training: True 2021-06-17 10:35:44,476 - mmaction - INFO - Config: model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True), 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=8), 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=8, 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=8, 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=8, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=12), test_dataloader=dict(videos_per_gpu=8), 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=8), 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=8, 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=8, 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=0.02, 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_1x1x8_100e_kinetics400_rgb/' gpu_ids = range(0, 16) omnisource = False module_hooks = [] 2021-06-17 10:35:50,392 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-06-17 10:35:53,130 - 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_1x1x8_100e_kinetics400_rgb 2021-06-17 10:35:53,131 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-06-17 10:37:12,479 - mmaction - INFO - Epoch [1][20/1879] lr: 2.000e-02, eta: 8 days, 15:00:21, time: 3.966, data_time: 3.307, memory: 7080, top1_acc: 0.0105, top5_acc: 0.0465, loss_cls: 6.2026, loss: 6.2026, grad_norm: 2.8117 2021-06-17 10:37:23,533 - mmaction - INFO - Epoch [1][40/1879] lr: 2.000e-02, eta: 4 days, 21:55:18, time: 0.553, data_time: 0.003, memory: 7080, top1_acc: 0.0484, top5_acc: 0.1508, loss_cls: 5.5639, loss: 5.5639, grad_norm: 3.2060 2021-06-17 10:37:34,661 - mmaction - INFO - Epoch [1][60/1879] lr: 2.000e-02, eta: 3 days, 16:16:18, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.0887, top5_acc: 0.2305, loss_cls: 5.0388, loss: 5.0388, grad_norm: 3.7523 2021-06-17 10:37:45,753 - mmaction - INFO - Epoch [1][80/1879] lr: 2.000e-02, eta: 3 days, 1:26:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.1203, top5_acc: 0.2984, loss_cls: 4.6967, loss: 4.6967, grad_norm: 4.0827 2021-06-17 10:37:56,851 - mmaction - INFO - Epoch [1][100/1879] lr: 2.000e-02, eta: 2 days, 16:31:44, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.1406, top5_acc: 0.3211, loss_cls: 4.4969, loss: 4.4969, grad_norm: 4.2991 2021-06-17 10:38:07,938 - mmaction - INFO - Epoch [1][120/1879] lr: 2.000e-02, eta: 2 days, 10:35:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.1309, top5_acc: 0.3223, loss_cls: 4.4451, loss: 4.4451, grad_norm: 4.3945 2021-06-17 10:38:19,037 - mmaction - INFO - Epoch [1][140/1879] lr: 2.000e-02, eta: 2 days, 6:20:43, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.1555, top5_acc: 0.3785, loss_cls: 4.1860, loss: 4.1860, grad_norm: 4.3444 2021-06-17 10:38:30,176 - mmaction - INFO - Epoch [1][160/1879] lr: 2.000e-02, eta: 2 days, 3:10:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.1785, top5_acc: 0.3930, loss_cls: 4.1141, loss: 4.1141, grad_norm: 4.3868 2021-06-17 10:38:41,298 - mmaction - INFO - Epoch [1][180/1879] lr: 2.000e-02, eta: 2 days, 0:42:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.1684, top5_acc: 0.3941, loss_cls: 4.0957, loss: 4.0957, grad_norm: 4.4150 2021-06-17 10:38:52,425 - mmaction - INFO - Epoch [1][200/1879] lr: 2.000e-02, eta: 1 day, 22:44:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.1918, top5_acc: 0.4207, loss_cls: 3.9784, loss: 3.9784, grad_norm: 4.5099 2021-06-17 10:39:03,548 - mmaction - INFO - Epoch [1][220/1879] lr: 2.000e-02, eta: 1 day, 21:07:03, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.2008, top5_acc: 0.4289, loss_cls: 3.8832, loss: 3.8832, grad_norm: 4.4911 2021-06-17 10:39:14,659 - mmaction - INFO - Epoch [1][240/1879] lr: 2.000e-02, eta: 1 day, 19:46:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2094, top5_acc: 0.4473, loss_cls: 3.8203, loss: 3.8203, grad_norm: 4.5028 2021-06-17 10:39:25,776 - mmaction - INFO - Epoch [1][260/1879] lr: 2.000e-02, eta: 1 day, 18:37:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2000, top5_acc: 0.4484, loss_cls: 3.8378, loss: 3.8378, grad_norm: 4.6190 2021-06-17 10:39:36,869 - mmaction - INFO - Epoch [1][280/1879] lr: 2.000e-02, eta: 1 day, 17:38:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7440, loss: 3.7440, grad_norm: 4.5924 2021-06-17 10:39:48,006 - mmaction - INFO - Epoch [1][300/1879] lr: 2.000e-02, eta: 1 day, 16:47:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2215, top5_acc: 0.4543, loss_cls: 3.7263, loss: 3.7263, grad_norm: 4.6049 2021-06-17 10:39:59,127 - mmaction - INFO - Epoch [1][320/1879] lr: 2.000e-02, eta: 1 day, 16:03:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2254, top5_acc: 0.4598, loss_cls: 3.6715, loss: 3.6715, grad_norm: 4.5732 2021-06-17 10:40:10,333 - mmaction - INFO - Epoch [1][340/1879] lr: 2.000e-02, eta: 1 day, 15:24:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.2336, top5_acc: 0.4617, loss_cls: 3.6901, loss: 3.6901, grad_norm: 4.5130 2021-06-17 10:40:21,452 - mmaction - INFO - Epoch [1][360/1879] lr: 2.000e-02, eta: 1 day, 14:49:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2328, top5_acc: 0.4809, loss_cls: 3.5790, loss: 3.5790, grad_norm: 4.5361 2021-06-17 10:40:32,585 - mmaction - INFO - Epoch [1][380/1879] lr: 2.000e-02, eta: 1 day, 14:18:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2246, top5_acc: 0.4734, loss_cls: 3.6892, loss: 3.6892, grad_norm: 4.4879 2021-06-17 10:40:43,722 - mmaction - INFO - Epoch [1][400/1879] lr: 2.000e-02, eta: 1 day, 13:50:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2484, top5_acc: 0.4871, loss_cls: 3.5591, loss: 3.5591, grad_norm: 4.5253 2021-06-17 10:40:54,841 - mmaction - INFO - Epoch [1][420/1879] lr: 2.000e-02, eta: 1 day, 13:24:24, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.2535, top5_acc: 0.4973, loss_cls: 3.5087, loss: 3.5087, grad_norm: 4.5589 2021-06-17 10:41:05,976 - mmaction - INFO - Epoch [1][440/1879] lr: 2.000e-02, eta: 1 day, 13:01:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2645, top5_acc: 0.5199, loss_cls: 3.4503, loss: 3.4503, grad_norm: 4.5236 2021-06-17 10:41:17,123 - mmaction - INFO - Epoch [1][460/1879] lr: 2.000e-02, eta: 1 day, 12:40:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2531, top5_acc: 0.5008, loss_cls: 3.4870, loss: 3.4870, grad_norm: 4.5788 2021-06-17 10:41:28,233 - mmaction - INFO - Epoch [1][480/1879] lr: 2.000e-02, eta: 1 day, 12:20:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2660, top5_acc: 0.5078, loss_cls: 3.4858, loss: 3.4858, grad_norm: 4.4338 2021-06-17 10:41:39,362 - mmaction - INFO - Epoch [1][500/1879] lr: 2.000e-02, eta: 1 day, 12:02:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2660, top5_acc: 0.5125, loss_cls: 3.4213, loss: 3.4213, grad_norm: 4.5626 2021-06-17 10:41:50,484 - mmaction - INFO - Epoch [1][520/1879] lr: 2.000e-02, eta: 1 day, 11:46:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2680, top5_acc: 0.5312, loss_cls: 3.3702, loss: 3.3702, grad_norm: 4.6662 2021-06-17 10:42:01,620 - mmaction - INFO - Epoch [1][540/1879] lr: 2.000e-02, eta: 1 day, 11:30:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2598, top5_acc: 0.5137, loss_cls: 3.4261, loss: 3.4261, grad_norm: 4.4863 2021-06-17 10:42:12,748 - mmaction - INFO - Epoch [1][560/1879] lr: 2.000e-02, eta: 1 day, 11:16:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.2590, top5_acc: 0.5199, loss_cls: 3.4383, loss: 3.4383, grad_norm: 4.3886 2021-06-17 10:42:23,879 - mmaction - INFO - Epoch [1][580/1879] lr: 2.000e-02, eta: 1 day, 11:03:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2727, top5_acc: 0.5176, loss_cls: 3.3535, loss: 3.3535, grad_norm: 4.5374 2021-06-17 10:42:35,017 - mmaction - INFO - Epoch [1][600/1879] lr: 2.000e-02, eta: 1 day, 10:50:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2598, top5_acc: 0.5148, loss_cls: 3.4235, loss: 3.4235, grad_norm: 4.5040 2021-06-17 10:42:46,171 - mmaction - INFO - Epoch [1][620/1879] lr: 2.000e-02, eta: 1 day, 10:39:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2789, top5_acc: 0.5434, loss_cls: 3.3061, loss: 3.3061, grad_norm: 4.4862 2021-06-17 10:42:57,318 - mmaction - INFO - Epoch [1][640/1879] lr: 2.000e-02, eta: 1 day, 10:28:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.2719, top5_acc: 0.5340, loss_cls: 3.3249, loss: 3.3249, grad_norm: 4.5008 2021-06-17 10:43:08,469 - mmaction - INFO - Epoch [1][660/1879] lr: 2.000e-02, eta: 1 day, 10:18:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.2914, top5_acc: 0.5559, loss_cls: 3.2660, loss: 3.2660, grad_norm: 4.4688 2021-06-17 10:43:19,601 - mmaction - INFO - Epoch [1][680/1879] lr: 2.000e-02, eta: 1 day, 10:08:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3020, top5_acc: 0.5570, loss_cls: 3.2011, loss: 3.2011, grad_norm: 4.5445 2021-06-17 10:43:30,740 - mmaction - INFO - Epoch [1][700/1879] lr: 2.000e-02, eta: 1 day, 9:59:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2615, loss: 3.2615, grad_norm: 4.4747 2021-06-17 10:43:41,885 - mmaction - INFO - Epoch [1][720/1879] lr: 2.000e-02, eta: 1 day, 9:50:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3105, top5_acc: 0.5711, loss_cls: 3.1841, loss: 3.1841, grad_norm: 4.4858 2021-06-17 10:43:53,021 - mmaction - INFO - Epoch [1][740/1879] lr: 2.000e-02, eta: 1 day, 9:42:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2879, top5_acc: 0.5527, loss_cls: 3.2464, loss: 3.2464, grad_norm: 4.4378 2021-06-17 10:44:04,125 - mmaction - INFO - Epoch [1][760/1879] lr: 2.000e-02, eta: 1 day, 9:34:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.2875, top5_acc: 0.5504, loss_cls: 3.2352, loss: 3.2352, grad_norm: 4.4855 2021-06-17 10:44:15,234 - mmaction - INFO - Epoch [1][780/1879] lr: 2.000e-02, eta: 1 day, 9:27:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3051, top5_acc: 0.5727, loss_cls: 3.1921, loss: 3.1921, grad_norm: 4.6323 2021-06-17 10:44:26,359 - mmaction - INFO - Epoch [1][800/1879] lr: 2.000e-02, eta: 1 day, 9:20:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3012, top5_acc: 0.5680, loss_cls: 3.1835, loss: 3.1835, grad_norm: 4.4516 2021-06-17 10:44:37,502 - mmaction - INFO - Epoch [1][820/1879] lr: 2.000e-02, eta: 1 day, 9:13:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2770, top5_acc: 0.5512, loss_cls: 3.2609, loss: 3.2609, grad_norm: 4.5182 2021-06-17 10:44:48,656 - mmaction - INFO - Epoch [1][840/1879] lr: 2.000e-02, eta: 1 day, 9:07:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3047, top5_acc: 0.5738, loss_cls: 3.1841, loss: 3.1841, grad_norm: 4.4191 2021-06-17 10:44:59,795 - mmaction - INFO - Epoch [1][860/1879] lr: 2.000e-02, eta: 1 day, 9:01:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3012, top5_acc: 0.5625, loss_cls: 3.2042, loss: 3.2042, grad_norm: 4.4534 2021-06-17 10:45:10,930 - mmaction - INFO - Epoch [1][880/1879] lr: 2.000e-02, eta: 1 day, 8:55:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3137, top5_acc: 0.5848, loss_cls: 3.0805, loss: 3.0805, grad_norm: 4.3759 2021-06-17 10:45:22,051 - mmaction - INFO - Epoch [1][900/1879] lr: 2.000e-02, eta: 1 day, 8:50:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3082, top5_acc: 0.5742, loss_cls: 3.1397, loss: 3.1397, grad_norm: 4.5026 2021-06-17 10:45:33,195 - mmaction - INFO - Epoch [1][920/1879] lr: 2.000e-02, eta: 1 day, 8:44:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.3012, top5_acc: 0.5781, loss_cls: 3.1314, loss: 3.1314, grad_norm: 4.5509 2021-06-17 10:45:44,320 - mmaction - INFO - Epoch [1][940/1879] lr: 2.000e-02, eta: 1 day, 8:39:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.2941, top5_acc: 0.5668, loss_cls: 3.1857, loss: 3.1857, grad_norm: 4.3573 2021-06-17 10:45:55,439 - mmaction - INFO - Epoch [1][960/1879] lr: 2.000e-02, eta: 1 day, 8:34:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.1189, loss: 3.1189, grad_norm: 4.4110 2021-06-17 10:46:06,578 - mmaction - INFO - Epoch [1][980/1879] lr: 2.000e-02, eta: 1 day, 8:30:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3164, top5_acc: 0.5863, loss_cls: 3.0875, loss: 3.0875, grad_norm: 4.4555 2021-06-17 10:46:17,692 - mmaction - INFO - Epoch [1][1000/1879] lr: 2.000e-02, eta: 1 day, 8:25:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3207, top5_acc: 0.5824, loss_cls: 3.1009, loss: 3.1009, grad_norm: 4.3841 2021-06-17 10:46:28,819 - mmaction - INFO - Epoch [1][1020/1879] lr: 2.000e-02, eta: 1 day, 8:21:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3215, top5_acc: 0.5766, loss_cls: 3.1127, loss: 3.1127, grad_norm: 4.5601 2021-06-17 10:46:39,953 - mmaction - INFO - Epoch [1][1040/1879] lr: 2.000e-02, eta: 1 day, 8:16:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3156, top5_acc: 0.5910, loss_cls: 3.0422, loss: 3.0422, grad_norm: 4.3809 2021-06-17 10:46:51,107 - mmaction - INFO - Epoch [1][1060/1879] lr: 2.000e-02, eta: 1 day, 8:12:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3316, top5_acc: 0.5902, loss_cls: 3.0545, loss: 3.0545, grad_norm: 4.4065 2021-06-17 10:47:02,231 - mmaction - INFO - Epoch [1][1080/1879] lr: 2.000e-02, eta: 1 day, 8:08:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3410, top5_acc: 0.6184, loss_cls: 2.9181, loss: 2.9181, grad_norm: 4.3460 2021-06-17 10:47:13,382 - mmaction - INFO - Epoch [1][1100/1879] lr: 2.000e-02, eta: 1 day, 8:05:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3113, top5_acc: 0.5867, loss_cls: 3.0853, loss: 3.0853, grad_norm: 4.4077 2021-06-17 10:47:24,488 - mmaction - INFO - Epoch [1][1120/1879] lr: 2.000e-02, eta: 1 day, 8:01:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0459, loss: 3.0459, grad_norm: 4.4189 2021-06-17 10:47:35,621 - mmaction - INFO - Epoch [1][1140/1879] lr: 2.000e-02, eta: 1 day, 7:58:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3379, top5_acc: 0.5891, loss_cls: 3.0405, loss: 3.0405, grad_norm: 4.4525 2021-06-17 10:47:46,726 - mmaction - INFO - Epoch [1][1160/1879] lr: 2.000e-02, eta: 1 day, 7:54:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3277, top5_acc: 0.6027, loss_cls: 2.9874, loss: 2.9874, grad_norm: 4.3739 2021-06-17 10:47:57,836 - mmaction - INFO - Epoch [1][1180/1879] lr: 2.000e-02, eta: 1 day, 7:51:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 3.0064, loss: 3.0064, grad_norm: 4.3769 2021-06-17 10:48:08,957 - mmaction - INFO - Epoch [1][1200/1879] lr: 2.000e-02, eta: 1 day, 7:47:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3180, top5_acc: 0.5867, loss_cls: 3.0345, loss: 3.0345, grad_norm: 4.3258 2021-06-17 10:48:20,094 - mmaction - INFO - Epoch [1][1220/1879] lr: 2.000e-02, eta: 1 day, 7:44:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6121, loss_cls: 2.9593, loss: 2.9593, grad_norm: 4.3438 2021-06-17 10:48:31,240 - mmaction - INFO - Epoch [1][1240/1879] lr: 2.000e-02, eta: 1 day, 7:41:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3344, top5_acc: 0.5930, loss_cls: 3.0158, loss: 3.0158, grad_norm: 4.4053 2021-06-17 10:48:42,379 - mmaction - INFO - Epoch [1][1260/1879] lr: 2.000e-02, eta: 1 day, 7:39:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3488, top5_acc: 0.6109, loss_cls: 2.9229, loss: 2.9229, grad_norm: 4.3303 2021-06-17 10:48:53,498 - mmaction - INFO - Epoch [1][1280/1879] lr: 2.000e-02, eta: 1 day, 7:36:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3410, top5_acc: 0.6152, loss_cls: 2.9240, loss: 2.9240, grad_norm: 4.3030 2021-06-17 10:49:04,635 - mmaction - INFO - Epoch [1][1300/1879] lr: 2.000e-02, eta: 1 day, 7:33:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3398, top5_acc: 0.6172, loss_cls: 2.9220, loss: 2.9220, grad_norm: 4.3766 2021-06-17 10:49:15,761 - mmaction - INFO - Epoch [1][1320/1879] lr: 2.000e-02, eta: 1 day, 7:30:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3281, top5_acc: 0.5988, loss_cls: 3.0301, loss: 3.0301, grad_norm: 4.4200 2021-06-17 10:49:26,892 - mmaction - INFO - Epoch [1][1340/1879] lr: 2.000e-02, eta: 1 day, 7:28:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3477, top5_acc: 0.6035, loss_cls: 2.9788, loss: 2.9788, grad_norm: 4.3787 2021-06-17 10:49:37,998 - mmaction - INFO - Epoch [1][1360/1879] lr: 2.000e-02, eta: 1 day, 7:25:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9386, loss: 2.9386, grad_norm: 4.4892 2021-06-17 10:49:49,132 - mmaction - INFO - Epoch [1][1380/1879] lr: 2.000e-02, eta: 1 day, 7:23:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3488, top5_acc: 0.6078, loss_cls: 2.8963, loss: 2.8963, grad_norm: 4.2971 2021-06-17 10:50:00,271 - mmaction - INFO - Epoch [1][1400/1879] lr: 2.000e-02, eta: 1 day, 7:20:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3457, top5_acc: 0.6125, loss_cls: 2.9221, loss: 2.9221, grad_norm: 4.2964 2021-06-17 10:50:11,406 - mmaction - INFO - Epoch [1][1420/1879] lr: 2.000e-02, eta: 1 day, 7:18:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3535, top5_acc: 0.6180, loss_cls: 2.8914, loss: 2.8914, grad_norm: 4.3338 2021-06-17 10:50:22,520 - mmaction - INFO - Epoch [1][1440/1879] lr: 2.000e-02, eta: 1 day, 7:16:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3660, top5_acc: 0.6266, loss_cls: 2.8465, loss: 2.8465, grad_norm: 4.3432 2021-06-17 10:50:33,648 - mmaction - INFO - Epoch [1][1460/1879] lr: 2.000e-02, eta: 1 day, 7:13:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3605, top5_acc: 0.6145, loss_cls: 2.9492, loss: 2.9492, grad_norm: 4.4450 2021-06-17 10:50:44,771 - mmaction - INFO - Epoch [1][1480/1879] lr: 2.000e-02, eta: 1 day, 7:11:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6184, loss_cls: 2.9198, loss: 2.9198, grad_norm: 4.2947 2021-06-17 10:50:55,916 - mmaction - INFO - Epoch [1][1500/1879] lr: 2.000e-02, eta: 1 day, 7:09:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3535, top5_acc: 0.6062, loss_cls: 2.9561, loss: 2.9561, grad_norm: 4.2518 2021-06-17 10:51:07,064 - mmaction - INFO - Epoch [1][1520/1879] lr: 2.000e-02, eta: 1 day, 7:07:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3438, top5_acc: 0.6121, loss_cls: 2.9416, loss: 2.9416, grad_norm: 4.3728 2021-06-17 10:51:18,153 - mmaction - INFO - Epoch [1][1540/1879] lr: 2.000e-02, eta: 1 day, 7:05:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3473, top5_acc: 0.6188, loss_cls: 2.9120, loss: 2.9120, grad_norm: 4.3190 2021-06-17 10:51:29,287 - mmaction - INFO - Epoch [1][1560/1879] lr: 2.000e-02, eta: 1 day, 7:03:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3707, top5_acc: 0.6223, loss_cls: 2.8873, loss: 2.8873, grad_norm: 4.3186 2021-06-17 10:51:40,422 - mmaction - INFO - Epoch [1][1580/1879] lr: 2.000e-02, eta: 1 day, 7:01:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3438, top5_acc: 0.6223, loss_cls: 2.8447, loss: 2.8447, grad_norm: 4.4259 2021-06-17 10:51:51,560 - mmaction - INFO - Epoch [1][1600/1879] lr: 2.000e-02, eta: 1 day, 6:59:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.8819, loss: 2.8819, grad_norm: 4.3667 2021-06-17 10:52:02,689 - mmaction - INFO - Epoch [1][1620/1879] lr: 2.000e-02, eta: 1 day, 6:58:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3648, top5_acc: 0.6262, loss_cls: 2.8923, loss: 2.8923, grad_norm: 4.3345 2021-06-17 10:52:13,809 - mmaction - INFO - Epoch [1][1640/1879] lr: 2.000e-02, eta: 1 day, 6:56:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3574, top5_acc: 0.6297, loss_cls: 2.8611, loss: 2.8611, grad_norm: 4.2897 2021-06-17 10:52:24,925 - mmaction - INFO - Epoch [1][1660/1879] lr: 2.000e-02, eta: 1 day, 6:54:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3715, top5_acc: 0.6344, loss_cls: 2.8006, loss: 2.8006, grad_norm: 4.1468 2021-06-17 10:52:36,069 - mmaction - INFO - Epoch [1][1680/1879] lr: 2.000e-02, eta: 1 day, 6:52:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6246, loss_cls: 2.8684, loss: 2.8684, grad_norm: 4.2156 2021-06-17 10:52:47,184 - mmaction - INFO - Epoch [1][1700/1879] lr: 2.000e-02, eta: 1 day, 6:51:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3758, top5_acc: 0.6371, loss_cls: 2.7944, loss: 2.7944, grad_norm: 4.2275 2021-06-17 10:52:58,318 - mmaction - INFO - Epoch [1][1720/1879] lr: 2.000e-02, eta: 1 day, 6:49:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6441, loss_cls: 2.7963, loss: 2.7963, grad_norm: 4.3771 2021-06-17 10:53:09,438 - mmaction - INFO - Epoch [1][1740/1879] lr: 2.000e-02, eta: 1 day, 6:47:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3766, top5_acc: 0.6434, loss_cls: 2.7988, loss: 2.7988, grad_norm: 4.3416 2021-06-17 10:53:20,563 - mmaction - INFO - Epoch [1][1760/1879] lr: 2.000e-02, eta: 1 day, 6:46:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3609, top5_acc: 0.6406, loss_cls: 2.8319, loss: 2.8319, grad_norm: 4.2974 2021-06-17 10:53:31,674 - mmaction - INFO - Epoch [1][1780/1879] lr: 2.000e-02, eta: 1 day, 6:44:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3469, top5_acc: 0.6164, loss_cls: 2.8836, loss: 2.8836, grad_norm: 4.3383 2021-06-17 10:53:42,817 - mmaction - INFO - Epoch [1][1800/1879] lr: 2.000e-02, eta: 1 day, 6:43:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3566, top5_acc: 0.6207, loss_cls: 2.8418, loss: 2.8418, grad_norm: 4.3890 2021-06-17 10:53:53,976 - mmaction - INFO - Epoch [1][1820/1879] lr: 2.000e-02, eta: 1 day, 6:41:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3711, top5_acc: 0.6324, loss_cls: 2.8402, loss: 2.8402, grad_norm: 4.3153 2021-06-17 10:54:05,097 - mmaction - INFO - Epoch [1][1840/1879] lr: 2.000e-02, eta: 1 day, 6:40:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3770, top5_acc: 0.6211, loss_cls: 2.7979, loss: 2.7979, grad_norm: 4.2427 2021-06-17 10:54:16,220 - mmaction - INFO - Epoch [1][1860/1879] lr: 2.000e-02, eta: 1 day, 6:38:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3582, top5_acc: 0.6289, loss_cls: 2.8387, loss: 2.8387, grad_norm: 4.3274 2021-06-17 10:54:28,363 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-06-17 10:55:45,574 - mmaction - INFO - Epoch [2][20/1879] lr: 2.000e-02, eta: 1 day, 8:05:35, time: 3.825, data_time: 3.207, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6500, loss_cls: 2.7091, loss: 2.7091, grad_norm: 4.3054 2021-06-17 10:55:56,723 - mmaction - INFO - Epoch [2][40/1879] lr: 2.000e-02, eta: 1 day, 8:03:17, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.3965, top5_acc: 0.6512, loss_cls: 2.6834, loss: 2.6834, grad_norm: 4.2866 2021-06-17 10:56:07,815 - mmaction - INFO - Epoch [2][60/1879] lr: 2.000e-02, eta: 1 day, 8:01:00, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3937, top5_acc: 0.6598, loss_cls: 2.6610, loss: 2.6610, grad_norm: 4.3033 2021-06-17 10:56:18,916 - mmaction - INFO - Epoch [2][80/1879] lr: 2.000e-02, eta: 1 day, 7:58:44, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.3875, top5_acc: 0.6535, loss_cls: 2.7118, loss: 2.7118, grad_norm: 4.3948 2021-06-17 10:56:30,016 - mmaction - INFO - Epoch [2][100/1879] lr: 2.000e-02, eta: 1 day, 7:56:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3738, top5_acc: 0.6527, loss_cls: 2.7453, loss: 2.7453, grad_norm: 4.2422 2021-06-17 10:56:41,141 - mmaction - INFO - Epoch [2][120/1879] lr: 2.000e-02, eta: 1 day, 7:54:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3809, top5_acc: 0.6547, loss_cls: 2.7097, loss: 2.7097, grad_norm: 4.2890 2021-06-17 10:56:52,243 - mmaction - INFO - Epoch [2][140/1879] lr: 2.000e-02, eta: 1 day, 7:52:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3715, top5_acc: 0.6508, loss_cls: 2.7402, loss: 2.7402, grad_norm: 4.3110 2021-06-17 10:57:03,384 - mmaction - INFO - Epoch [2][160/1879] lr: 2.000e-02, eta: 1 day, 7:50:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.6890, loss: 2.6890, grad_norm: 4.2063 2021-06-17 10:57:14,539 - mmaction - INFO - Epoch [2][180/1879] lr: 2.000e-02, eta: 1 day, 7:48:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.3887, top5_acc: 0.6578, loss_cls: 2.6775, loss: 2.6775, grad_norm: 4.2738 2021-06-17 10:57:25,670 - mmaction - INFO - Epoch [2][200/1879] lr: 2.000e-02, eta: 1 day, 7:46:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3934, top5_acc: 0.6461, loss_cls: 2.7258, loss: 2.7258, grad_norm: 4.2941 2021-06-17 10:57:36,801 - mmaction - INFO - Epoch [2][220/1879] lr: 2.000e-02, eta: 1 day, 7:44:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3684, top5_acc: 0.6391, loss_cls: 2.7808, loss: 2.7808, grad_norm: 4.2893 2021-06-17 10:57:47,900 - mmaction - INFO - Epoch [2][240/1879] lr: 2.000e-02, eta: 1 day, 7:42:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3898, top5_acc: 0.6516, loss_cls: 2.7196, loss: 2.7196, grad_norm: 4.1315 2021-06-17 10:57:59,018 - mmaction - INFO - Epoch [2][260/1879] lr: 2.000e-02, eta: 1 day, 7:40:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.6928, loss: 2.6928, grad_norm: 4.2162 2021-06-17 10:58:10,147 - mmaction - INFO - Epoch [2][280/1879] lr: 2.000e-02, eta: 1 day, 7:38:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3848, top5_acc: 0.6516, loss_cls: 2.6907, loss: 2.6907, grad_norm: 4.3424 2021-06-17 10:58:21,293 - mmaction - INFO - Epoch [2][300/1879] lr: 2.000e-02, eta: 1 day, 7:36:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3934, top5_acc: 0.6699, loss_cls: 2.6799, loss: 2.6799, grad_norm: 4.2296 2021-06-17 10:58:32,431 - mmaction - INFO - Epoch [2][320/1879] lr: 2.000e-02, eta: 1 day, 7:35:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6605, loss_cls: 2.7333, loss: 2.7333, grad_norm: 4.2445 2021-06-17 10:58:43,552 - mmaction - INFO - Epoch [2][340/1879] lr: 2.000e-02, eta: 1 day, 7:33:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3793, top5_acc: 0.6391, loss_cls: 2.7571, loss: 2.7571, grad_norm: 4.2919 2021-06-17 10:58:54,679 - mmaction - INFO - Epoch [2][360/1879] lr: 2.000e-02, eta: 1 day, 7:31:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6676, loss_cls: 2.6723, loss: 2.6723, grad_norm: 4.2577 2021-06-17 10:59:05,815 - mmaction - INFO - Epoch [2][380/1879] lr: 2.000e-02, eta: 1 day, 7:29:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3937, top5_acc: 0.6605, loss_cls: 2.6698, loss: 2.6698, grad_norm: 4.2490 2021-06-17 10:59:16,918 - mmaction - INFO - Epoch [2][400/1879] lr: 2.000e-02, eta: 1 day, 7:28:07, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6569, loss: 2.6569, grad_norm: 4.2212 2021-06-17 10:59:28,033 - mmaction - INFO - Epoch [2][420/1879] lr: 2.000e-02, eta: 1 day, 7:26:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4027, top5_acc: 0.6582, loss_cls: 2.6552, loss: 2.6552, grad_norm: 4.2258 2021-06-17 10:59:39,160 - mmaction - INFO - Epoch [2][440/1879] lr: 2.000e-02, eta: 1 day, 7:24:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.3844, top5_acc: 0.6676, loss_cls: 2.6530, loss: 2.6530, grad_norm: 4.3655 2021-06-17 10:59:50,274 - mmaction - INFO - Epoch [2][460/1879] lr: 2.000e-02, eta: 1 day, 7:23:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6477, loss: 2.6477, grad_norm: 4.1400 2021-06-17 11:00:01,422 - mmaction - INFO - Epoch [2][480/1879] lr: 2.000e-02, eta: 1 day, 7:21:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.6040, loss: 2.6040, grad_norm: 4.1475 2021-06-17 11:00:13,028 - mmaction - INFO - Epoch [2][500/1879] lr: 2.000e-02, eta: 1 day, 7:20:37, time: 0.577, data_time: 0.002, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6664, loss_cls: 2.6330, loss: 2.6330, grad_norm: 4.2272 2021-06-17 11:00:24,121 - mmaction - INFO - Epoch [2][520/1879] lr: 2.000e-02, eta: 1 day, 7:19:08, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.3863, top5_acc: 0.6367, loss_cls: 2.7597, loss: 2.7597, grad_norm: 4.3083 2021-06-17 11:00:35,260 - mmaction - INFO - Epoch [2][540/1879] lr: 2.000e-02, eta: 1 day, 7:17:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3918, top5_acc: 0.6719, loss_cls: 2.6470, loss: 2.6470, grad_norm: 4.1406 2021-06-17 11:00:46,396 - mmaction - INFO - Epoch [2][560/1879] lr: 2.000e-02, eta: 1 day, 7:16:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6758, loss_cls: 2.6133, loss: 2.6133, grad_norm: 4.2451 2021-06-17 11:00:57,560 - mmaction - INFO - Epoch [2][580/1879] lr: 2.000e-02, eta: 1 day, 7:14:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6645, loss_cls: 2.6066, loss: 2.6066, grad_norm: 4.1969 2021-06-17 11:01:08,698 - mmaction - INFO - Epoch [2][600/1879] lr: 2.000e-02, eta: 1 day, 7:13:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6695, loss_cls: 2.6129, loss: 2.6129, grad_norm: 4.2463 2021-06-17 11:01:19,847 - mmaction - INFO - Epoch [2][620/1879] lr: 2.000e-02, eta: 1 day, 7:11:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4020, top5_acc: 0.6664, loss_cls: 2.6527, loss: 2.6527, grad_norm: 4.2654 2021-06-17 11:01:30,984 - mmaction - INFO - Epoch [2][640/1879] lr: 2.000e-02, eta: 1 day, 7:10:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4000, top5_acc: 0.6699, loss_cls: 2.6450, loss: 2.6450, grad_norm: 4.1798 2021-06-17 11:01:42,116 - mmaction - INFO - Epoch [2][660/1879] lr: 2.000e-02, eta: 1 day, 7:09:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4051, top5_acc: 0.6691, loss_cls: 2.6071, loss: 2.6071, grad_norm: 4.2648 2021-06-17 11:01:53,325 - mmaction - INFO - Epoch [2][680/1879] lr: 2.000e-02, eta: 1 day, 7:07:48, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.3934, top5_acc: 0.6543, loss_cls: 2.6846, loss: 2.6846, grad_norm: 4.2307 2021-06-17 11:02:04,473 - mmaction - INFO - Epoch [2][700/1879] lr: 2.000e-02, eta: 1 day, 7:06:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3934, top5_acc: 0.6742, loss_cls: 2.5900, loss: 2.5900, grad_norm: 4.2089 2021-06-17 11:02:15,622 - mmaction - INFO - Epoch [2][720/1879] lr: 2.000e-02, eta: 1 day, 7:05:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6684, loss_cls: 2.6407, loss: 2.6407, grad_norm: 4.2137 2021-06-17 11:02:26,751 - mmaction - INFO - Epoch [2][740/1879] lr: 2.000e-02, eta: 1 day, 7:03:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4082, top5_acc: 0.6664, loss_cls: 2.6445, loss: 2.6445, grad_norm: 4.2361 2021-06-17 11:02:37,901 - mmaction - INFO - Epoch [2][760/1879] lr: 2.000e-02, eta: 1 day, 7:02:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4074, top5_acc: 0.6770, loss_cls: 2.6464, loss: 2.6464, grad_norm: 4.2771 2021-06-17 11:02:49,059 - mmaction - INFO - Epoch [2][780/1879] lr: 2.000e-02, eta: 1 day, 7:01:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6742, loss_cls: 2.6119, loss: 2.6119, grad_norm: 4.2050 2021-06-17 11:03:00,187 - mmaction - INFO - Epoch [2][800/1879] lr: 2.000e-02, eta: 1 day, 7:00:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3977, top5_acc: 0.6758, loss_cls: 2.5914, loss: 2.5914, grad_norm: 4.2379 2021-06-17 11:03:11,329 - mmaction - INFO - Epoch [2][820/1879] lr: 2.000e-02, eta: 1 day, 6:58:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.3969, top5_acc: 0.6738, loss_cls: 2.6123, loss: 2.6123, grad_norm: 4.1292 2021-06-17 11:03:22,445 - mmaction - INFO - Epoch [2][840/1879] lr: 2.000e-02, eta: 1 day, 6:57:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3957, top5_acc: 0.6664, loss_cls: 2.6408, loss: 2.6408, grad_norm: 4.0907 2021-06-17 11:03:33,578 - mmaction - INFO - Epoch [2][860/1879] lr: 2.000e-02, eta: 1 day, 6:56:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6777, loss_cls: 2.5459, loss: 2.5459, grad_norm: 4.1453 2021-06-17 11:03:44,721 - mmaction - INFO - Epoch [2][880/1879] lr: 2.000e-02, eta: 1 day, 6:55:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6414, loss: 2.6414, grad_norm: 4.1083 2021-06-17 11:03:55,866 - mmaction - INFO - Epoch [2][900/1879] lr: 2.000e-02, eta: 1 day, 6:53:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4117, top5_acc: 0.6742, loss_cls: 2.6068, loss: 2.6068, grad_norm: 4.0338 2021-06-17 11:04:07,011 - mmaction - INFO - Epoch [2][920/1879] lr: 2.000e-02, eta: 1 day, 6:52:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.4765, loss: 2.4765, grad_norm: 4.1050 2021-06-17 11:04:18,148 - mmaction - INFO - Epoch [2][940/1879] lr: 2.000e-02, eta: 1 day, 6:51:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4074, top5_acc: 0.6852, loss_cls: 2.5581, loss: 2.5581, grad_norm: 4.2212 2021-06-17 11:04:29,283 - mmaction - INFO - Epoch [2][960/1879] lr: 2.000e-02, eta: 1 day, 6:50:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4090, top5_acc: 0.6793, loss_cls: 2.5890, loss: 2.5890, grad_norm: 4.2169 2021-06-17 11:04:40,430 - mmaction - INFO - Epoch [2][980/1879] lr: 2.000e-02, eta: 1 day, 6:49:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6652, loss_cls: 2.6073, loss: 2.6073, grad_norm: 4.1851 2021-06-17 11:04:51,575 - mmaction - INFO - Epoch [2][1000/1879] lr: 2.000e-02, eta: 1 day, 6:48:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.3941, top5_acc: 0.6766, loss_cls: 2.6083, loss: 2.6083, grad_norm: 4.1213 2021-06-17 11:05:02,713 - mmaction - INFO - Epoch [2][1020/1879] lr: 2.000e-02, eta: 1 day, 6:47:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4059, top5_acc: 0.6727, loss_cls: 2.6156, loss: 2.6156, grad_norm: 4.0290 2021-06-17 11:05:13,846 - mmaction - INFO - Epoch [2][1040/1879] lr: 2.000e-02, eta: 1 day, 6:46:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6085, loss: 2.6085, grad_norm: 4.0927 2021-06-17 11:05:24,997 - mmaction - INFO - Epoch [2][1060/1879] lr: 2.000e-02, eta: 1 day, 6:44:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6637, loss_cls: 2.6425, loss: 2.6425, grad_norm: 4.1889 2021-06-17 11:05:36,126 - mmaction - INFO - Epoch [2][1080/1879] lr: 2.000e-02, eta: 1 day, 6:43:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4199, top5_acc: 0.6879, loss_cls: 2.5345, loss: 2.5345, grad_norm: 4.2433 2021-06-17 11:05:47,285 - mmaction - INFO - Epoch [2][1100/1879] lr: 2.000e-02, eta: 1 day, 6:42:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6793, loss_cls: 2.5853, loss: 2.5853, grad_norm: 4.2625 2021-06-17 11:05:58,420 - mmaction - INFO - Epoch [2][1120/1879] lr: 2.000e-02, eta: 1 day, 6:41:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4234, top5_acc: 0.6777, loss_cls: 2.5433, loss: 2.5433, grad_norm: 4.0105 2021-06-17 11:06:09,552 - mmaction - INFO - Epoch [2][1140/1879] lr: 2.000e-02, eta: 1 day, 6:40:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4176, top5_acc: 0.6895, loss_cls: 2.5181, loss: 2.5181, grad_norm: 4.0930 2021-06-17 11:06:20,680 - mmaction - INFO - Epoch [2][1160/1879] lr: 2.000e-02, eta: 1 day, 6:39:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4336, top5_acc: 0.6809, loss_cls: 2.4714, loss: 2.4714, grad_norm: 4.0970 2021-06-17 11:06:31,810 - mmaction - INFO - Epoch [2][1180/1879] lr: 2.000e-02, eta: 1 day, 6:38:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6738, loss_cls: 2.5613, loss: 2.5613, grad_norm: 4.1547 2021-06-17 11:06:42,912 - mmaction - INFO - Epoch [2][1200/1879] lr: 2.000e-02, eta: 1 day, 6:37:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.3965, top5_acc: 0.6695, loss_cls: 2.5896, loss: 2.5896, grad_norm: 4.1871 2021-06-17 11:06:54,032 - mmaction - INFO - Epoch [2][1220/1879] lr: 2.000e-02, eta: 1 day, 6:36:41, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4238, top5_acc: 0.6816, loss_cls: 2.5378, loss: 2.5378, grad_norm: 4.0338 2021-06-17 11:07:05,165 - mmaction - INFO - Epoch [2][1240/1879] lr: 2.000e-02, eta: 1 day, 6:35:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6855, loss_cls: 2.5142, loss: 2.5142, grad_norm: 4.0367 2021-06-17 11:07:16,306 - mmaction - INFO - Epoch [2][1260/1879] lr: 2.000e-02, eta: 1 day, 6:34:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4082, top5_acc: 0.6789, loss_cls: 2.5463, loss: 2.5463, grad_norm: 4.1385 2021-06-17 11:07:27,447 - mmaction - INFO - Epoch [2][1280/1879] lr: 2.000e-02, eta: 1 day, 6:33:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4324, top5_acc: 0.6730, loss_cls: 2.5593, loss: 2.5593, grad_norm: 4.1650 2021-06-17 11:07:38,588 - mmaction - INFO - Epoch [2][1300/1879] lr: 2.000e-02, eta: 1 day, 6:32:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.3977, top5_acc: 0.6746, loss_cls: 2.5874, loss: 2.5874, grad_norm: 4.1992 2021-06-17 11:07:49,742 - mmaction - INFO - Epoch [2][1320/1879] lr: 2.000e-02, eta: 1 day, 6:31:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6828, loss_cls: 2.5485, loss: 2.5485, grad_norm: 4.2884 2021-06-17 11:08:00,879 - mmaction - INFO - Epoch [2][1340/1879] lr: 2.000e-02, eta: 1 day, 6:30:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6809, loss_cls: 2.5411, loss: 2.5411, grad_norm: 4.1853 2021-06-17 11:08:12,017 - mmaction - INFO - Epoch [2][1360/1879] lr: 2.000e-02, eta: 1 day, 6:30:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4418, top5_acc: 0.6887, loss_cls: 2.5256, loss: 2.5256, grad_norm: 4.1020 2021-06-17 11:08:23,142 - mmaction - INFO - Epoch [2][1380/1879] lr: 2.000e-02, eta: 1 day, 6:29:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5726, loss: 2.5726, grad_norm: 4.1831 2021-06-17 11:08:34,277 - mmaction - INFO - Epoch [2][1400/1879] lr: 2.000e-02, eta: 1 day, 6:28:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4176, top5_acc: 0.6914, loss_cls: 2.4888, loss: 2.4888, grad_norm: 4.1149 2021-06-17 11:08:45,426 - mmaction - INFO - Epoch [2][1420/1879] lr: 2.000e-02, eta: 1 day, 6:27:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4199, top5_acc: 0.6715, loss_cls: 2.5672, loss: 2.5672, grad_norm: 4.0273 2021-06-17 11:08:56,559 - mmaction - INFO - Epoch [2][1440/1879] lr: 2.000e-02, eta: 1 day, 6:26:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4332, top5_acc: 0.6898, loss_cls: 2.4808, loss: 2.4808, grad_norm: 4.1342 2021-06-17 11:09:07,698 - mmaction - INFO - Epoch [2][1460/1879] lr: 2.000e-02, eta: 1 day, 6:25:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4090, top5_acc: 0.6785, loss_cls: 2.5526, loss: 2.5526, grad_norm: 4.1907 2021-06-17 11:09:18,774 - mmaction - INFO - Epoch [2][1480/1879] lr: 2.000e-02, eta: 1 day, 6:24:41, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4148, top5_acc: 0.6742, loss_cls: 2.5908, loss: 2.5908, grad_norm: 4.1082 2021-06-17 11:09:29,912 - mmaction - INFO - Epoch [2][1500/1879] lr: 2.000e-02, eta: 1 day, 6:23:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4043, top5_acc: 0.6793, loss_cls: 2.5204, loss: 2.5204, grad_norm: 4.1612 2021-06-17 11:09:41,037 - mmaction - INFO - Epoch [2][1520/1879] lr: 2.000e-02, eta: 1 day, 6:22:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4355, top5_acc: 0.6875, loss_cls: 2.5095, loss: 2.5095, grad_norm: 4.0616 2021-06-17 11:09:52,162 - mmaction - INFO - Epoch [2][1540/1879] lr: 2.000e-02, eta: 1 day, 6:22:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7012, loss_cls: 2.4203, loss: 2.4203, grad_norm: 4.1027 2021-06-17 11:10:03,304 - mmaction - INFO - Epoch [2][1560/1879] lr: 2.000e-02, eta: 1 day, 6:21:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6770, loss_cls: 2.5552, loss: 2.5552, grad_norm: 4.1734 2021-06-17 11:10:14,462 - mmaction - INFO - Epoch [2][1580/1879] lr: 2.000e-02, eta: 1 day, 6:20:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6855, loss_cls: 2.4704, loss: 2.4704, grad_norm: 4.0129 2021-06-17 11:10:25,587 - mmaction - INFO - Epoch [2][1600/1879] lr: 2.000e-02, eta: 1 day, 6:19:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4328, top5_acc: 0.7004, loss_cls: 2.4457, loss: 2.4457, grad_norm: 3.9778 2021-06-17 11:10:36,732 - mmaction - INFO - Epoch [2][1620/1879] lr: 2.000e-02, eta: 1 day, 6:18:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4004, top5_acc: 0.6711, loss_cls: 2.6142, loss: 2.6142, grad_norm: 4.1851 2021-06-17 11:10:47,885 - mmaction - INFO - Epoch [2][1640/1879] lr: 2.000e-02, eta: 1 day, 6:18:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4188, top5_acc: 0.6883, loss_cls: 2.5244, loss: 2.5244, grad_norm: 4.1109 2021-06-17 11:10:59,037 - mmaction - INFO - Epoch [2][1660/1879] lr: 2.000e-02, eta: 1 day, 6:17:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4246, top5_acc: 0.6859, loss_cls: 2.4745, loss: 2.4745, grad_norm: 4.1348 2021-06-17 11:11:10,177 - mmaction - INFO - Epoch [2][1680/1879] lr: 2.000e-02, eta: 1 day, 6:16:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4113, top5_acc: 0.6801, loss_cls: 2.5635, loss: 2.5635, grad_norm: 4.1585 2021-06-17 11:11:21,318 - mmaction - INFO - Epoch [2][1700/1879] lr: 2.000e-02, eta: 1 day, 6:15:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5371, loss: 2.5371, grad_norm: 4.0136 2021-06-17 11:11:32,445 - mmaction - INFO - Epoch [2][1720/1879] lr: 2.000e-02, eta: 1 day, 6:14:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4246, top5_acc: 0.6809, loss_cls: 2.5517, loss: 2.5517, grad_norm: 4.1592 2021-06-17 11:11:43,567 - mmaction - INFO - Epoch [2][1740/1879] lr: 2.000e-02, eta: 1 day, 6:14:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4928, loss: 2.4928, grad_norm: 4.0296 2021-06-17 11:11:54,697 - mmaction - INFO - Epoch [2][1760/1879] lr: 2.000e-02, eta: 1 day, 6:13:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4160, top5_acc: 0.6832, loss_cls: 2.4969, loss: 2.4969, grad_norm: 4.0817 2021-06-17 11:12:05,831 - mmaction - INFO - Epoch [2][1780/1879] lr: 2.000e-02, eta: 1 day, 6:12:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4344, top5_acc: 0.6848, loss_cls: 2.5005, loss: 2.5005, grad_norm: 4.0460 2021-06-17 11:12:16,956 - mmaction - INFO - Epoch [2][1800/1879] lr: 2.000e-02, eta: 1 day, 6:11:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4293, top5_acc: 0.6957, loss_cls: 2.4627, loss: 2.4627, grad_norm: 3.9896 2021-06-17 11:12:28,081 - mmaction - INFO - Epoch [2][1820/1879] lr: 2.000e-02, eta: 1 day, 6:11:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4301, top5_acc: 0.6945, loss_cls: 2.4527, loss: 2.4527, grad_norm: 4.0710 2021-06-17 11:12:39,220 - mmaction - INFO - Epoch [2][1840/1879] lr: 2.000e-02, eta: 1 day, 6:10:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4572, loss: 2.4572, grad_norm: 4.1368 2021-06-17 11:12:50,354 - mmaction - INFO - Epoch [2][1860/1879] lr: 2.000e-02, eta: 1 day, 6:09:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6875, loss_cls: 2.5202, loss: 2.5202, grad_norm: 3.9474 2021-06-17 11:13:02,115 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-06-17 11:14:20,399 - mmaction - INFO - Epoch [3][20/1879] lr: 2.000e-02, eta: 1 day, 6:53:03, time: 3.851, data_time: 3.185, memory: 7080, top1_acc: 0.4457, top5_acc: 0.7121, loss_cls: 2.3650, loss: 2.3650, grad_norm: 4.0198 2021-06-17 11:14:31,539 - mmaction - INFO - Epoch [3][40/1879] lr: 2.000e-02, eta: 1 day, 6:52:04, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7090, loss_cls: 2.3456, loss: 2.3456, grad_norm: 3.9931 2021-06-17 11:14:42,650 - mmaction - INFO - Epoch [3][60/1879] lr: 2.000e-02, eta: 1 day, 6:51:07, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.4488, top5_acc: 0.7117, loss_cls: 2.3975, loss: 2.3975, grad_norm: 4.1656 2021-06-17 11:14:53,790 - mmaction - INFO - Epoch [3][80/1879] lr: 2.000e-02, eta: 1 day, 6:50:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6809, loss_cls: 2.5478, loss: 2.5478, grad_norm: 4.2111 2021-06-17 11:15:05,000 - mmaction - INFO - Epoch [3][100/1879] lr: 2.000e-02, eta: 1 day, 6:49:17, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.4367, top5_acc: 0.7055, loss_cls: 2.4036, loss: 2.4036, grad_norm: 4.0667 2021-06-17 11:15:16,096 - mmaction - INFO - Epoch [3][120/1879] lr: 2.000e-02, eta: 1 day, 6:48:19, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.4398, top5_acc: 0.7137, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.0609 2021-06-17 11:15:27,218 - mmaction - INFO - Epoch [3][140/1879] lr: 2.000e-02, eta: 1 day, 6:47:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4391, top5_acc: 0.7074, loss_cls: 2.3705, loss: 2.3705, grad_norm: 4.0784 2021-06-17 11:15:38,345 - mmaction - INFO - Epoch [3][160/1879] lr: 2.000e-02, eta: 1 day, 6:46:28, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4578, top5_acc: 0.7207, loss_cls: 2.3512, loss: 2.3512, grad_norm: 3.9736 2021-06-17 11:15:49,451 - mmaction - INFO - Epoch [3][180/1879] lr: 2.000e-02, eta: 1 day, 6:45:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.4504, loss: 2.4504, grad_norm: 4.0869 2021-06-17 11:16:00,579 - mmaction - INFO - Epoch [3][200/1879] lr: 2.000e-02, eta: 1 day, 6:44:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4449, top5_acc: 0.7094, loss_cls: 2.4185, loss: 2.4185, grad_norm: 3.9891 2021-06-17 11:16:11,690 - mmaction - INFO - Epoch [3][220/1879] lr: 2.000e-02, eta: 1 day, 6:43:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4371, top5_acc: 0.6902, loss_cls: 2.4564, loss: 2.4564, grad_norm: 4.1706 2021-06-17 11:16:22,806 - mmaction - INFO - Epoch [3][240/1879] lr: 2.000e-02, eta: 1 day, 6:42:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3998, loss: 2.3998, grad_norm: 4.0579 2021-06-17 11:16:33,948 - mmaction - INFO - Epoch [3][260/1879] lr: 2.000e-02, eta: 1 day, 6:41:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4044, loss: 2.4044, grad_norm: 4.0374 2021-06-17 11:16:45,065 - mmaction - INFO - Epoch [3][280/1879] lr: 2.000e-02, eta: 1 day, 6:41:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.3650, loss: 2.3650, grad_norm: 4.0026 2021-06-17 11:16:56,193 - mmaction - INFO - Epoch [3][300/1879] lr: 2.000e-02, eta: 1 day, 6:40:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4379, top5_acc: 0.7016, loss_cls: 2.4159, loss: 2.4159, grad_norm: 4.0276 2021-06-17 11:17:07,306 - mmaction - INFO - Epoch [3][320/1879] lr: 2.000e-02, eta: 1 day, 6:39:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4348, top5_acc: 0.6961, loss_cls: 2.4286, loss: 2.4286, grad_norm: 4.0439 2021-06-17 11:17:18,418 - mmaction - INFO - Epoch [3][340/1879] lr: 2.000e-02, eta: 1 day, 6:38:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4535, top5_acc: 0.7188, loss_cls: 2.3369, loss: 2.3369, grad_norm: 3.9639 2021-06-17 11:17:29,567 - mmaction - INFO - Epoch [3][360/1879] lr: 2.000e-02, eta: 1 day, 6:37:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7020, loss_cls: 2.3718, loss: 2.3718, grad_norm: 4.0284 2021-06-17 11:17:40,699 - mmaction - INFO - Epoch [3][380/1879] lr: 2.000e-02, eta: 1 day, 6:36:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7316, loss_cls: 2.2863, loss: 2.2863, grad_norm: 4.0522 2021-06-17 11:17:51,820 - mmaction - INFO - Epoch [3][400/1879] lr: 2.000e-02, eta: 1 day, 6:35:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.3880, loss: 2.3880, grad_norm: 3.9785 2021-06-17 11:18:02,967 - mmaction - INFO - Epoch [3][420/1879] lr: 2.000e-02, eta: 1 day, 6:35:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4254, top5_acc: 0.7004, loss_cls: 2.4699, loss: 2.4699, grad_norm: 4.0772 2021-06-17 11:18:14,097 - mmaction - INFO - Epoch [3][440/1879] lr: 2.000e-02, eta: 1 day, 6:34:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4418, top5_acc: 0.7063, loss_cls: 2.4114, loss: 2.4114, grad_norm: 4.0670 2021-06-17 11:18:25,234 - mmaction - INFO - Epoch [3][460/1879] lr: 2.000e-02, eta: 1 day, 6:33:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4496, top5_acc: 0.7090, loss_cls: 2.3908, loss: 2.3908, grad_norm: 4.0256 2021-06-17 11:18:36,394 - mmaction - INFO - Epoch [3][480/1879] lr: 2.000e-02, eta: 1 day, 6:32:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7082, loss_cls: 2.3570, loss: 2.3570, grad_norm: 4.0415 2021-06-17 11:18:47,493 - mmaction - INFO - Epoch [3][500/1879] lr: 2.000e-02, eta: 1 day, 6:31:51, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.4395, top5_acc: 0.7113, loss_cls: 2.3617, loss: 2.3617, grad_norm: 4.1570 2021-06-17 11:18:58,636 - mmaction - INFO - Epoch [3][520/1879] lr: 2.000e-02, eta: 1 day, 6:31:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4398, top5_acc: 0.7047, loss_cls: 2.4112, loss: 2.4112, grad_norm: 4.1383 2021-06-17 11:19:09,783 - mmaction - INFO - Epoch [3][540/1879] lr: 2.000e-02, eta: 1 day, 6:30:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4387, top5_acc: 0.6996, loss_cls: 2.4002, loss: 2.4002, grad_norm: 4.0462 2021-06-17 11:19:20,926 - mmaction - INFO - Epoch [3][560/1879] lr: 2.000e-02, eta: 1 day, 6:29:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4230, top5_acc: 0.6996, loss_cls: 2.4984, loss: 2.4984, grad_norm: 4.1037 2021-06-17 11:19:32,069 - mmaction - INFO - Epoch [3][580/1879] lr: 2.000e-02, eta: 1 day, 6:28:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4691, top5_acc: 0.7223, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.9043 2021-06-17 11:19:43,243 - mmaction - INFO - Epoch [3][600/1879] lr: 2.000e-02, eta: 1 day, 6:27:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4301, top5_acc: 0.7066, loss_cls: 2.4279, loss: 2.4279, grad_norm: 4.0369 2021-06-17 11:19:54,372 - mmaction - INFO - Epoch [3][620/1879] lr: 2.000e-02, eta: 1 day, 6:27:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4258, top5_acc: 0.7109, loss_cls: 2.3831, loss: 2.3831, grad_norm: 3.9942 2021-06-17 11:20:05,501 - mmaction - INFO - Epoch [3][640/1879] lr: 2.000e-02, eta: 1 day, 6:26:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.3764, loss: 2.3764, grad_norm: 3.9711 2021-06-17 11:20:16,623 - mmaction - INFO - Epoch [3][660/1879] lr: 2.000e-02, eta: 1 day, 6:25:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7227, loss_cls: 2.3555, loss: 2.3555, grad_norm: 3.9997 2021-06-17 11:20:27,771 - mmaction - INFO - Epoch [3][680/1879] lr: 2.000e-02, eta: 1 day, 6:24:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.4263, loss: 2.4263, grad_norm: 3.9998 2021-06-17 11:20:38,917 - mmaction - INFO - Epoch [3][700/1879] lr: 2.000e-02, eta: 1 day, 6:24:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3527, loss: 2.3527, grad_norm: 4.0665 2021-06-17 11:20:50,051 - mmaction - INFO - Epoch [3][720/1879] lr: 2.000e-02, eta: 1 day, 6:23:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4512, top5_acc: 0.7117, loss_cls: 2.3963, loss: 2.3963, grad_norm: 4.0520 2021-06-17 11:21:01,175 - mmaction - INFO - Epoch [3][740/1879] lr: 2.000e-02, eta: 1 day, 6:22:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4434, top5_acc: 0.7082, loss_cls: 2.4007, loss: 2.4007, grad_norm: 4.0479 2021-06-17 11:21:12,360 - mmaction - INFO - Epoch [3][760/1879] lr: 2.000e-02, eta: 1 day, 6:21:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4352, top5_acc: 0.7121, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.9785 2021-06-17 11:21:23,468 - mmaction - INFO - Epoch [3][780/1879] lr: 2.000e-02, eta: 1 day, 6:21:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7160, loss_cls: 2.3640, loss: 2.3640, grad_norm: 3.9923 2021-06-17 11:21:34,610 - mmaction - INFO - Epoch [3][800/1879] lr: 2.000e-02, eta: 1 day, 6:20:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7148, loss_cls: 2.3210, loss: 2.3210, grad_norm: 4.0761 2021-06-17 11:21:45,724 - mmaction - INFO - Epoch [3][820/1879] lr: 2.000e-02, eta: 1 day, 6:19:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4375, top5_acc: 0.7141, loss_cls: 2.4279, loss: 2.4279, grad_norm: 4.0764 2021-06-17 11:21:56,861 - mmaction - INFO - Epoch [3][840/1879] lr: 2.000e-02, eta: 1 day, 6:19:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.9834 2021-06-17 11:22:07,986 - mmaction - INFO - Epoch [3][860/1879] lr: 2.000e-02, eta: 1 day, 6:18:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4566, top5_acc: 0.7207, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.9244 2021-06-17 11:22:19,126 - mmaction - INFO - Epoch [3][880/1879] lr: 2.000e-02, eta: 1 day, 6:17:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4520, top5_acc: 0.7086, loss_cls: 2.3669, loss: 2.3669, grad_norm: 3.9621 2021-06-17 11:22:30,276 - mmaction - INFO - Epoch [3][900/1879] lr: 2.000e-02, eta: 1 day, 6:16:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.3085, loss: 2.3085, grad_norm: 4.0463 2021-06-17 11:22:41,398 - mmaction - INFO - Epoch [3][920/1879] lr: 2.000e-02, eta: 1 day, 6:16:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3317, loss: 2.3317, grad_norm: 4.0566 2021-06-17 11:22:52,541 - mmaction - INFO - Epoch [3][940/1879] lr: 2.000e-02, eta: 1 day, 6:15:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4574, top5_acc: 0.7141, loss_cls: 2.3308, loss: 2.3308, grad_norm: 3.9082 2021-06-17 11:23:03,682 - mmaction - INFO - Epoch [3][960/1879] lr: 2.000e-02, eta: 1 day, 6:14:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4559, top5_acc: 0.7293, loss_cls: 2.3064, loss: 2.3064, grad_norm: 4.1006 2021-06-17 11:23:14,828 - mmaction - INFO - Epoch [3][980/1879] lr: 2.000e-02, eta: 1 day, 6:14:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4578, top5_acc: 0.7121, loss_cls: 2.3534, loss: 2.3534, grad_norm: 4.0192 2021-06-17 11:23:25,969 - mmaction - INFO - Epoch [3][1000/1879] lr: 2.000e-02, eta: 1 day, 6:13:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4354, loss: 2.4354, grad_norm: 4.0826 2021-06-17 11:23:37,098 - mmaction - INFO - Epoch [3][1020/1879] lr: 2.000e-02, eta: 1 day, 6:12:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7113, loss_cls: 2.4267, loss: 2.4267, grad_norm: 3.9508 2021-06-17 11:23:48,233 - mmaction - INFO - Epoch [3][1040/1879] lr: 2.000e-02, eta: 1 day, 6:12:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4496, top5_acc: 0.7078, loss_cls: 2.3820, loss: 2.3820, grad_norm: 3.9461 2021-06-17 11:23:59,385 - mmaction - INFO - Epoch [3][1060/1879] lr: 2.000e-02, eta: 1 day, 6:11:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4613, top5_acc: 0.7184, loss_cls: 2.3511, loss: 2.3511, grad_norm: 3.9573 2021-06-17 11:24:10,515 - mmaction - INFO - Epoch [3][1080/1879] lr: 2.000e-02, eta: 1 day, 6:10:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7070, loss_cls: 2.4190, loss: 2.4190, grad_norm: 4.0049 2021-06-17 11:24:21,647 - mmaction - INFO - Epoch [3][1100/1879] lr: 2.000e-02, eta: 1 day, 6:10:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4430, top5_acc: 0.6957, loss_cls: 2.4281, loss: 2.4281, grad_norm: 3.8880 2021-06-17 11:24:32,799 - mmaction - INFO - Epoch [3][1120/1879] lr: 2.000e-02, eta: 1 day, 6:09:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4383, top5_acc: 0.7035, loss_cls: 2.4233, loss: 2.4233, grad_norm: 4.0301 2021-06-17 11:24:43,938 - mmaction - INFO - Epoch [3][1140/1879] lr: 2.000e-02, eta: 1 day, 6:08:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7164, loss_cls: 2.3230, loss: 2.3230, grad_norm: 3.9191 2021-06-17 11:24:55,108 - mmaction - INFO - Epoch [3][1160/1879] lr: 2.000e-02, eta: 1 day, 6:08:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.3447, loss: 2.3447, grad_norm: 3.9773 2021-06-17 11:25:06,311 - mmaction - INFO - Epoch [3][1180/1879] lr: 2.000e-02, eta: 1 day, 6:07:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7242, loss_cls: 2.3027, loss: 2.3027, grad_norm: 3.9912 2021-06-17 11:25:17,429 - mmaction - INFO - Epoch [3][1200/1879] lr: 2.000e-02, eta: 1 day, 6:07:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3702, loss: 2.3702, grad_norm: 3.9958 2021-06-17 11:25:28,567 - mmaction - INFO - Epoch [3][1220/1879] lr: 2.000e-02, eta: 1 day, 6:06:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4637, top5_acc: 0.7023, loss_cls: 2.3719, loss: 2.3719, grad_norm: 3.9318 2021-06-17 11:25:39,711 - mmaction - INFO - Epoch [3][1240/1879] lr: 2.000e-02, eta: 1 day, 6:05:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.9340 2021-06-17 11:25:50,859 - mmaction - INFO - Epoch [3][1260/1879] lr: 2.000e-02, eta: 1 day, 6:05:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4629, top5_acc: 0.7125, loss_cls: 2.3354, loss: 2.3354, grad_norm: 3.9458 2021-06-17 11:26:02,007 - mmaction - INFO - Epoch [3][1280/1879] lr: 2.000e-02, eta: 1 day, 6:04:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.8974 2021-06-17 11:26:13,150 - mmaction - INFO - Epoch [3][1300/1879] lr: 2.000e-02, eta: 1 day, 6:03:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4754, top5_acc: 0.7168, loss_cls: 2.3189, loss: 2.3189, grad_norm: 3.9624 2021-06-17 11:26:24,294 - mmaction - INFO - Epoch [3][1320/1879] lr: 2.000e-02, eta: 1 day, 6:03:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.9402 2021-06-17 11:26:35,443 - mmaction - INFO - Epoch [3][1340/1879] lr: 2.000e-02, eta: 1 day, 6:02:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7152, loss_cls: 2.3364, loss: 2.3364, grad_norm: 3.9506 2021-06-17 11:26:46,605 - mmaction - INFO - Epoch [3][1360/1879] lr: 2.000e-02, eta: 1 day, 6:02:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4527, top5_acc: 0.7188, loss_cls: 2.3731, loss: 2.3731, grad_norm: 4.0181 2021-06-17 11:26:57,753 - mmaction - INFO - Epoch [3][1380/1879] lr: 2.000e-02, eta: 1 day, 6:01:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4566, top5_acc: 0.7164, loss_cls: 2.3341, loss: 2.3341, grad_norm: 4.0057 2021-06-17 11:27:08,874 - mmaction - INFO - Epoch [3][1400/1879] lr: 2.000e-02, eta: 1 day, 6:00:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4605, top5_acc: 0.7199, loss_cls: 2.3117, loss: 2.3117, grad_norm: 3.9438 2021-06-17 11:27:20,009 - mmaction - INFO - Epoch [3][1420/1879] lr: 2.000e-02, eta: 1 day, 6:00:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4574, top5_acc: 0.7066, loss_cls: 2.3561, loss: 2.3561, grad_norm: 4.0020 2021-06-17 11:27:31,153 - mmaction - INFO - Epoch [3][1440/1879] lr: 2.000e-02, eta: 1 day, 5:59:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4566, top5_acc: 0.7125, loss_cls: 2.3748, loss: 2.3748, grad_norm: 3.9802 2021-06-17 11:27:42,293 - mmaction - INFO - Epoch [3][1460/1879] lr: 2.000e-02, eta: 1 day, 5:59:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7090, loss_cls: 2.3961, loss: 2.3961, grad_norm: 3.8998 2021-06-17 11:27:53,442 - mmaction - INFO - Epoch [3][1480/1879] lr: 2.000e-02, eta: 1 day, 5:58:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3362, loss: 2.3362, grad_norm: 3.9974 2021-06-17 11:28:04,581 - mmaction - INFO - Epoch [3][1500/1879] lr: 2.000e-02, eta: 1 day, 5:57:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7074, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.9604 2021-06-17 11:28:15,723 - mmaction - INFO - Epoch [3][1520/1879] lr: 2.000e-02, eta: 1 day, 5:57:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7199, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.8940 2021-06-17 11:28:26,839 - mmaction - INFO - Epoch [3][1540/1879] lr: 2.000e-02, eta: 1 day, 5:56:42, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4723, top5_acc: 0.7129, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.8416 2021-06-17 11:28:37,968 - mmaction - INFO - Epoch [3][1560/1879] lr: 2.000e-02, eta: 1 day, 5:56:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7293, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.9020 2021-06-17 11:28:49,116 - mmaction - INFO - Epoch [3][1580/1879] lr: 2.000e-02, eta: 1 day, 5:55:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7215, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.9869 2021-06-17 11:29:00,227 - mmaction - INFO - Epoch [3][1600/1879] lr: 2.000e-02, eta: 1 day, 5:54:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4715, top5_acc: 0.7270, loss_cls: 2.3029, loss: 2.3029, grad_norm: 3.8358 2021-06-17 11:29:11,351 - mmaction - INFO - Epoch [3][1620/1879] lr: 2.000e-02, eta: 1 day, 5:54:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4457, top5_acc: 0.7191, loss_cls: 2.3360, loss: 2.3360, grad_norm: 3.9590 2021-06-17 11:29:22,476 - mmaction - INFO - Epoch [3][1640/1879] lr: 2.000e-02, eta: 1 day, 5:53:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4598, top5_acc: 0.7070, loss_cls: 2.4096, loss: 2.4096, grad_norm: 4.0024 2021-06-17 11:29:33,633 - mmaction - INFO - Epoch [3][1660/1879] lr: 2.000e-02, eta: 1 day, 5:53:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.3148, loss: 2.3148, grad_norm: 3.9025 2021-06-17 11:29:44,762 - mmaction - INFO - Epoch [3][1680/1879] lr: 2.000e-02, eta: 1 day, 5:52:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4367, top5_acc: 0.7133, loss_cls: 2.4115, loss: 2.4115, grad_norm: 3.9834 2021-06-17 11:29:55,892 - mmaction - INFO - Epoch [3][1700/1879] lr: 2.000e-02, eta: 1 day, 5:52:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4410, top5_acc: 0.7086, loss_cls: 2.3919, loss: 2.3919, grad_norm: 3.9502 2021-06-17 11:30:07,026 - mmaction - INFO - Epoch [3][1720/1879] lr: 2.000e-02, eta: 1 day, 5:51:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4449, top5_acc: 0.7152, loss_cls: 2.3699, loss: 2.3699, grad_norm: 3.9872 2021-06-17 11:30:18,174 - mmaction - INFO - Epoch [3][1740/1879] lr: 2.000e-02, eta: 1 day, 5:51:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4746, top5_acc: 0.7250, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.8104 2021-06-17 11:30:29,317 - mmaction - INFO - Epoch [3][1760/1879] lr: 2.000e-02, eta: 1 day, 5:50:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7176, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.9580 2021-06-17 11:30:40,457 - mmaction - INFO - Epoch [3][1780/1879] lr: 2.000e-02, eta: 1 day, 5:49:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4613, top5_acc: 0.7219, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.9506 2021-06-17 11:30:51,589 - mmaction - INFO - Epoch [3][1800/1879] lr: 2.000e-02, eta: 1 day, 5:49:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4777, top5_acc: 0.7324, loss_cls: 2.2265, loss: 2.2265, grad_norm: 3.9227 2021-06-17 11:31:02,720 - mmaction - INFO - Epoch [3][1820/1879] lr: 2.000e-02, eta: 1 day, 5:48:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4637, top5_acc: 0.7086, loss_cls: 2.3476, loss: 2.3476, grad_norm: 3.9473 2021-06-17 11:31:13,877 - mmaction - INFO - Epoch [3][1840/1879] lr: 2.000e-02, eta: 1 day, 5:48:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.9766 2021-06-17 11:31:24,987 - mmaction - INFO - Epoch [3][1860/1879] lr: 2.000e-02, eta: 1 day, 5:47:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.8983 2021-06-17 11:31:36,813 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-06-17 11:32:54,482 - mmaction - INFO - Epoch [4][20/1879] lr: 2.000e-02, eta: 1 day, 6:16:21, time: 3.847, data_time: 3.195, memory: 7080, top1_acc: 0.4652, top5_acc: 0.7258, loss_cls: 2.3016, loss: 2.3016, grad_norm: 3.9411 2021-06-17 11:33:05,624 - mmaction - INFO - Epoch [4][40/1879] lr: 2.000e-02, eta: 1 day, 6:15:41, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7293, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.8387 2021-06-17 11:33:16,750 - mmaction - INFO - Epoch [4][60/1879] lr: 2.000e-02, eta: 1 day, 6:15:04, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7332, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.9568 2021-06-17 11:33:27,879 - mmaction - INFO - Epoch [4][80/1879] lr: 2.000e-02, eta: 1 day, 6:14:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4848, top5_acc: 0.7352, loss_cls: 2.2597, loss: 2.2597, grad_norm: 3.9725 2021-06-17 11:33:38,972 - mmaction - INFO - Epoch [4][100/1879] lr: 2.000e-02, eta: 1 day, 6:13:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7410, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.9827 2021-06-17 11:33:50,112 - mmaction - INFO - Epoch [4][120/1879] lr: 2.000e-02, eta: 1 day, 6:13:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4816, top5_acc: 0.7422, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.9652 2021-06-17 11:34:01,250 - mmaction - INFO - Epoch [4][140/1879] lr: 2.000e-02, eta: 1 day, 6:12:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4730, top5_acc: 0.7266, loss_cls: 2.3177, loss: 2.3177, grad_norm: 3.9700 2021-06-17 11:34:12,390 - mmaction - INFO - Epoch [4][160/1879] lr: 2.000e-02, eta: 1 day, 6:11:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7383, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.9708 2021-06-17 11:34:23,525 - mmaction - INFO - Epoch [4][180/1879] lr: 2.000e-02, eta: 1 day, 6:11:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7484, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.8886 2021-06-17 11:34:34,672 - mmaction - INFO - Epoch [4][200/1879] lr: 2.000e-02, eta: 1 day, 6:10:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7488, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.8983 2021-06-17 11:34:45,800 - mmaction - INFO - Epoch [4][220/1879] lr: 2.000e-02, eta: 1 day, 6:10:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.9758 2021-06-17 11:34:56,925 - mmaction - INFO - Epoch [4][240/1879] lr: 2.000e-02, eta: 1 day, 6:09:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7504, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.8273 2021-06-17 11:35:08,129 - mmaction - INFO - Epoch [4][260/1879] lr: 2.000e-02, eta: 1 day, 6:08:52, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7301, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.9661 2021-06-17 11:35:19,252 - mmaction - INFO - Epoch [4][280/1879] lr: 2.000e-02, eta: 1 day, 6:08:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7301, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.9611 2021-06-17 11:35:30,397 - mmaction - INFO - Epoch [4][300/1879] lr: 2.000e-02, eta: 1 day, 6:07:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7449, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.9401 2021-06-17 11:35:41,541 - mmaction - INFO - Epoch [4][320/1879] lr: 2.000e-02, eta: 1 day, 6:07:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4715, top5_acc: 0.7359, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.9929 2021-06-17 11:35:52,678 - mmaction - INFO - Epoch [4][340/1879] lr: 2.000e-02, eta: 1 day, 6:06:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4840, top5_acc: 0.7363, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.7728 2021-06-17 11:36:03,817 - mmaction - INFO - Epoch [4][360/1879] lr: 2.000e-02, eta: 1 day, 6:05:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4793, top5_acc: 0.7355, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.8055 2021-06-17 11:36:14,967 - mmaction - INFO - Epoch [4][380/1879] lr: 2.000e-02, eta: 1 day, 6:05:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.9730 2021-06-17 11:36:26,110 - mmaction - INFO - Epoch [4][400/1879] lr: 2.000e-02, eta: 1 day, 6:04:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4723, top5_acc: 0.7309, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.9283 2021-06-17 11:36:37,244 - mmaction - INFO - Epoch [4][420/1879] lr: 2.000e-02, eta: 1 day, 6:04:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4980, top5_acc: 0.7473, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.9019 2021-06-17 11:36:48,395 - mmaction - INFO - Epoch [4][440/1879] lr: 2.000e-02, eta: 1 day, 6:03:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4637, top5_acc: 0.7230, loss_cls: 2.2986, loss: 2.2986, grad_norm: 4.0365 2021-06-17 11:36:59,523 - mmaction - INFO - Epoch [4][460/1879] lr: 2.000e-02, eta: 1 day, 6:02:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.8410 2021-06-17 11:37:10,619 - mmaction - INFO - Epoch [4][480/1879] lr: 2.000e-02, eta: 1 day, 6:02:22, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.4879, top5_acc: 0.7293, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.8253 2021-06-17 11:37:21,735 - mmaction - INFO - Epoch [4][500/1879] lr: 2.000e-02, eta: 1 day, 6:01:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7434, loss_cls: 2.2016, loss: 2.2016, grad_norm: 4.0192 2021-06-17 11:37:32,852 - mmaction - INFO - Epoch [4][520/1879] lr: 2.000e-02, eta: 1 day, 6:01:12, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2225, loss: 2.2225, grad_norm: 4.0238 2021-06-17 11:37:43,961 - mmaction - INFO - Epoch [4][540/1879] lr: 2.000e-02, eta: 1 day, 6:00:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.8453 2021-06-17 11:37:55,080 - mmaction - INFO - Epoch [4][560/1879] lr: 2.000e-02, eta: 1 day, 6:00:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7348, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.9387 2021-06-17 11:38:06,164 - mmaction - INFO - Epoch [4][580/1879] lr: 2.000e-02, eta: 1 day, 5:59:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4785, top5_acc: 0.7266, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.9084 2021-06-17 11:38:17,262 - mmaction - INFO - Epoch [4][600/1879] lr: 2.000e-02, eta: 1 day, 5:58:52, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.4668, top5_acc: 0.7254, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.9659 2021-06-17 11:38:28,415 - mmaction - INFO - Epoch [4][620/1879] lr: 2.000e-02, eta: 1 day, 5:58:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4879, top5_acc: 0.7352, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.9173 2021-06-17 11:38:39,578 - mmaction - INFO - Epoch [4][640/1879] lr: 2.000e-02, eta: 1 day, 5:57:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4629, top5_acc: 0.7309, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.8647 2021-06-17 11:38:50,729 - mmaction - INFO - Epoch [4][660/1879] lr: 2.000e-02, eta: 1 day, 5:57:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.7777 2021-06-17 11:39:01,882 - mmaction - INFO - Epoch [4][680/1879] lr: 2.000e-02, eta: 1 day, 5:56:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7348, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.9568 2021-06-17 11:39:13,049 - mmaction - INFO - Epoch [4][700/1879] lr: 2.000e-02, eta: 1 day, 5:56:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7441, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.9154 2021-06-17 11:39:24,193 - mmaction - INFO - Epoch [4][720/1879] lr: 2.000e-02, eta: 1 day, 5:55:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4668, top5_acc: 0.7250, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.8982 2021-06-17 11:39:35,355 - mmaction - INFO - Epoch [4][740/1879] lr: 2.000e-02, eta: 1 day, 5:55:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7184, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.8626 2021-06-17 11:39:46,496 - mmaction - INFO - Epoch [4][760/1879] lr: 2.000e-02, eta: 1 day, 5:54:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4871, top5_acc: 0.7312, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.9142 2021-06-17 11:39:57,604 - mmaction - INFO - Epoch [4][780/1879] lr: 2.000e-02, eta: 1 day, 5:53:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7332, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.8839 2021-06-17 11:40:08,724 - mmaction - INFO - Epoch [4][800/1879] lr: 2.000e-02, eta: 1 day, 5:53:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7449, loss_cls: 2.1876, loss: 2.1876, grad_norm: 4.0304 2021-06-17 11:40:19,853 - mmaction - INFO - Epoch [4][820/1879] lr: 2.000e-02, eta: 1 day, 5:52:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4785, top5_acc: 0.7395, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.9946 2021-06-17 11:40:31,011 - mmaction - INFO - Epoch [4][840/1879] lr: 2.000e-02, eta: 1 day, 5:52:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4840, top5_acc: 0.7453, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.8954 2021-06-17 11:40:42,580 - mmaction - INFO - Epoch [4][860/1879] lr: 2.000e-02, eta: 1 day, 5:52:03, time: 0.579, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7465, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.9945 2021-06-17 11:40:53,700 - mmaction - INFO - Epoch [4][880/1879] lr: 2.000e-02, eta: 1 day, 5:51:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4770, top5_acc: 0.7305, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.8811 2021-06-17 11:41:04,843 - mmaction - INFO - Epoch [4][900/1879] lr: 2.000e-02, eta: 1 day, 5:50:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4777, top5_acc: 0.7340, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.8530 2021-06-17 11:41:15,962 - mmaction - INFO - Epoch [4][920/1879] lr: 2.000e-02, eta: 1 day, 5:50:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4691, top5_acc: 0.7309, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.8813 2021-06-17 11:41:27,126 - mmaction - INFO - Epoch [4][940/1879] lr: 2.000e-02, eta: 1 day, 5:49:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7410, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.9348 2021-06-17 11:41:38,267 - mmaction - INFO - Epoch [4][960/1879] lr: 2.000e-02, eta: 1 day, 5:49:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7355, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.9378 2021-06-17 11:41:49,403 - mmaction - INFO - Epoch [4][980/1879] lr: 2.000e-02, eta: 1 day, 5:48:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4715, top5_acc: 0.7328, loss_cls: 2.2286, loss: 2.2286, grad_norm: 4.0907 2021-06-17 11:42:00,543 - mmaction - INFO - Epoch [4][1000/1879] lr: 2.000e-02, eta: 1 day, 5:48:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4637, top5_acc: 0.7336, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.9031 2021-06-17 11:42:11,685 - mmaction - INFO - Epoch [4][1020/1879] lr: 2.000e-02, eta: 1 day, 5:47:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4676, top5_acc: 0.7242, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.9705 2021-06-17 11:42:22,814 - mmaction - INFO - Epoch [4][1040/1879] lr: 2.000e-02, eta: 1 day, 5:47:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4645, top5_acc: 0.7379, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.9399 2021-06-17 11:42:33,953 - mmaction - INFO - Epoch [4][1060/1879] lr: 2.000e-02, eta: 1 day, 5:46:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4801, top5_acc: 0.7359, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.8406 2021-06-17 11:42:45,076 - mmaction - INFO - Epoch [4][1080/1879] lr: 2.000e-02, eta: 1 day, 5:46:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4770, top5_acc: 0.7371, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.8616 2021-06-17 11:42:56,224 - mmaction - INFO - Epoch [4][1100/1879] lr: 2.000e-02, eta: 1 day, 5:45:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5082, top5_acc: 0.7363, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.9185 2021-06-17 11:43:07,367 - mmaction - INFO - Epoch [4][1120/1879] lr: 2.000e-02, eta: 1 day, 5:45:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4645, top5_acc: 0.7371, loss_cls: 2.2699, loss: 2.2699, grad_norm: 4.0648 2021-06-17 11:43:18,491 - mmaction - INFO - Epoch [4][1140/1879] lr: 2.000e-02, eta: 1 day, 5:44:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4723, top5_acc: 0.7363, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.9378 2021-06-17 11:43:29,654 - mmaction - INFO - Epoch [4][1160/1879] lr: 2.000e-02, eta: 1 day, 5:44:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7191, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.8446 2021-06-17 11:43:40,801 - mmaction - INFO - Epoch [4][1180/1879] lr: 2.000e-02, eta: 1 day, 5:43:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4855, top5_acc: 0.7457, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.8348 2021-06-17 11:43:51,945 - mmaction - INFO - Epoch [4][1200/1879] lr: 2.000e-02, eta: 1 day, 5:43:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2421, loss: 2.2421, grad_norm: 4.0022 2021-06-17 11:44:03,090 - mmaction - INFO - Epoch [4][1220/1879] lr: 2.000e-02, eta: 1 day, 5:42:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4848, top5_acc: 0.7250, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.9223 2021-06-17 11:44:14,213 - mmaction - INFO - Epoch [4][1240/1879] lr: 2.000e-02, eta: 1 day, 5:42:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7418, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.8419 2021-06-17 11:44:25,363 - mmaction - INFO - Epoch [4][1260/1879] lr: 2.000e-02, eta: 1 day, 5:41:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4691, top5_acc: 0.7422, loss_cls: 2.2439, loss: 2.2439, grad_norm: 3.9181 2021-06-17 11:44:36,500 - mmaction - INFO - Epoch [4][1280/1879] lr: 2.000e-02, eta: 1 day, 5:41:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7434, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.9813 2021-06-17 11:44:47,647 - mmaction - INFO - Epoch [4][1300/1879] lr: 2.000e-02, eta: 1 day, 5:40:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7309, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.9002 2021-06-17 11:44:58,799 - mmaction - INFO - Epoch [4][1320/1879] lr: 2.000e-02, eta: 1 day, 5:40:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4723, top5_acc: 0.7379, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.9156 2021-06-17 11:45:10,026 - mmaction - INFO - Epoch [4][1340/1879] lr: 2.000e-02, eta: 1 day, 5:39:55, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7285, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.8113 2021-06-17 11:45:21,163 - mmaction - INFO - Epoch [4][1360/1879] lr: 2.000e-02, eta: 1 day, 5:39:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7395, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.7623 2021-06-17 11:45:32,318 - mmaction - INFO - Epoch [4][1380/1879] lr: 2.000e-02, eta: 1 day, 5:38:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0911, loss: 2.0911, grad_norm: 3.8923 2021-06-17 11:45:43,443 - mmaction - INFO - Epoch [4][1400/1879] lr: 2.000e-02, eta: 1 day, 5:38:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4918, top5_acc: 0.7375, loss_cls: 2.1928, loss: 2.1928, grad_norm: 4.0318 2021-06-17 11:45:54,594 - mmaction - INFO - Epoch [4][1420/1879] lr: 2.000e-02, eta: 1 day, 5:38:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4871, top5_acc: 0.7430, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.7654 2021-06-17 11:46:05,750 - mmaction - INFO - Epoch [4][1440/1879] lr: 2.000e-02, eta: 1 day, 5:37:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4902, top5_acc: 0.7488, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.9674 2021-06-17 11:46:16,917 - mmaction - INFO - Epoch [4][1460/1879] lr: 2.000e-02, eta: 1 day, 5:37:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4730, top5_acc: 0.7234, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.9345 2021-06-17 11:46:28,067 - mmaction - INFO - Epoch [4][1480/1879] lr: 2.000e-02, eta: 1 day, 5:36:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4785, top5_acc: 0.7391, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.9367 2021-06-17 11:46:39,204 - mmaction - INFO - Epoch [4][1500/1879] lr: 2.000e-02, eta: 1 day, 5:36:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.8560 2021-06-17 11:46:50,340 - mmaction - INFO - Epoch [4][1520/1879] lr: 2.000e-02, eta: 1 day, 5:35:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4965, top5_acc: 0.7438, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.7391 2021-06-17 11:47:01,487 - mmaction - INFO - Epoch [4][1540/1879] lr: 2.000e-02, eta: 1 day, 5:35:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4871, top5_acc: 0.7305, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.9499 2021-06-17 11:47:12,652 - mmaction - INFO - Epoch [4][1560/1879] lr: 2.000e-02, eta: 1 day, 5:34:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7395, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.9725 2021-06-17 11:47:23,817 - mmaction - INFO - Epoch [4][1580/1879] lr: 2.000e-02, eta: 1 day, 5:34:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4613, top5_acc: 0.7438, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.8462 2021-06-17 11:47:34,950 - mmaction - INFO - Epoch [4][1600/1879] lr: 2.000e-02, eta: 1 day, 5:33:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4863, top5_acc: 0.7500, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.8991 2021-06-17 11:47:46,112 - mmaction - INFO - Epoch [4][1620/1879] lr: 2.000e-02, eta: 1 day, 5:33:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4941, top5_acc: 0.7422, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.9055 2021-06-17 11:47:57,260 - mmaction - INFO - Epoch [4][1640/1879] lr: 2.000e-02, eta: 1 day, 5:32:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7434, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.9123 2021-06-17 11:48:08,411 - mmaction - INFO - Epoch [4][1660/1879] lr: 2.000e-02, eta: 1 day, 5:32:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.9121 2021-06-17 11:48:19,557 - mmaction - INFO - Epoch [4][1680/1879] lr: 2.000e-02, eta: 1 day, 5:31:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4910, top5_acc: 0.7332, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.8428 2021-06-17 11:48:30,701 - mmaction - INFO - Epoch [4][1700/1879] lr: 2.000e-02, eta: 1 day, 5:31:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4855, top5_acc: 0.7344, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.8685 2021-06-17 11:48:41,844 - mmaction - INFO - Epoch [4][1720/1879] lr: 2.000e-02, eta: 1 day, 5:31:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7438, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.8549 2021-06-17 11:48:53,015 - mmaction - INFO - Epoch [4][1740/1879] lr: 2.000e-02, eta: 1 day, 5:30:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7402, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.8688 2021-06-17 11:49:04,172 - mmaction - INFO - Epoch [4][1760/1879] lr: 2.000e-02, eta: 1 day, 5:30:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7434, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.8671 2021-06-17 11:49:15,318 - mmaction - INFO - Epoch [4][1780/1879] lr: 2.000e-02, eta: 1 day, 5:29:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.8736 2021-06-17 11:49:26,442 - mmaction - INFO - Epoch [4][1800/1879] lr: 2.000e-02, eta: 1 day, 5:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4770, top5_acc: 0.7422, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.8494 2021-06-17 11:49:37,569 - mmaction - INFO - Epoch [4][1820/1879] lr: 2.000e-02, eta: 1 day, 5:28:50, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7285, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.8874 2021-06-17 11:49:48,700 - mmaction - INFO - Epoch [4][1840/1879] lr: 2.000e-02, eta: 1 day, 5:28:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7262, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.8784 2021-06-17 11:49:59,834 - mmaction - INFO - Epoch [4][1860/1879] lr: 2.000e-02, eta: 1 day, 5:27:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7480, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.8736 2021-06-17 11:50:11,656 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-06-17 11:51:34,626 - mmaction - INFO - Epoch [5][20/1879] lr: 2.000e-02, eta: 1 day, 5:50:34, time: 4.032, data_time: 3.140, memory: 7080, top1_acc: 0.5004, top5_acc: 0.7578, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.7940 2021-06-17 11:51:45,750 - mmaction - INFO - Epoch [5][40/1879] lr: 2.000e-02, eta: 1 day, 5:50:03, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.9074 2021-06-17 11:51:56,847 - mmaction - INFO - Epoch [5][60/1879] lr: 2.000e-02, eta: 1 day, 5:49:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5074, top5_acc: 0.7535, loss_cls: 2.0796, loss: 2.0796, grad_norm: 3.7270 2021-06-17 11:52:07,964 - mmaction - INFO - Epoch [5][80/1879] lr: 2.000e-02, eta: 1 day, 5:49:01, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7512, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.8487 2021-06-17 11:52:19,069 - mmaction - INFO - Epoch [5][100/1879] lr: 2.000e-02, eta: 1 day, 5:48:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4934, top5_acc: 0.7562, loss_cls: 2.1235, loss: 2.1235, grad_norm: 3.8382 2021-06-17 11:52:30,201 - mmaction - INFO - Epoch [5][120/1879] lr: 2.000e-02, eta: 1 day, 5:48:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4980, top5_acc: 0.7504, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.8041 2021-06-17 11:52:41,325 - mmaction - INFO - Epoch [5][140/1879] lr: 2.000e-02, eta: 1 day, 5:47:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7473, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9360 2021-06-17 11:52:52,456 - mmaction - INFO - Epoch [5][160/1879] lr: 2.000e-02, eta: 1 day, 5:47:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7488, loss_cls: 2.1127, loss: 2.1127, grad_norm: 3.8431 2021-06-17 11:53:03,580 - mmaction - INFO - Epoch [5][180/1879] lr: 2.000e-02, eta: 1 day, 5:46:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7527, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.8651 2021-06-17 11:53:14,735 - mmaction - INFO - Epoch [5][200/1879] lr: 2.000e-02, eta: 1 day, 5:46:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4973, top5_acc: 0.7430, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.8608 2021-06-17 11:53:25,854 - mmaction - INFO - Epoch [5][220/1879] lr: 2.000e-02, eta: 1 day, 5:45:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4988, top5_acc: 0.7410, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.8718 2021-06-17 11:53:36,992 - mmaction - INFO - Epoch [5][240/1879] lr: 2.000e-02, eta: 1 day, 5:45:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4809, top5_acc: 0.7426, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.9283 2021-06-17 11:53:48,122 - mmaction - INFO - Epoch [5][260/1879] lr: 2.000e-02, eta: 1 day, 5:44:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7418, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.8632 2021-06-17 11:53:59,252 - mmaction - INFO - Epoch [5][280/1879] lr: 2.000e-02, eta: 1 day, 5:44:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4934, top5_acc: 0.7438, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.9673 2021-06-17 11:54:10,400 - mmaction - INFO - Epoch [5][300/1879] lr: 2.000e-02, eta: 1 day, 5:43:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7637, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.7666 2021-06-17 11:54:21,540 - mmaction - INFO - Epoch [5][320/1879] lr: 2.000e-02, eta: 1 day, 5:43:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9136 2021-06-17 11:54:32,679 - mmaction - INFO - Epoch [5][340/1879] lr: 2.000e-02, eta: 1 day, 5:42:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4973, top5_acc: 0.7484, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.8287 2021-06-17 11:54:43,835 - mmaction - INFO - Epoch [5][360/1879] lr: 2.000e-02, eta: 1 day, 5:42:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5051, top5_acc: 0.7492, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.8369 2021-06-17 11:54:54,950 - mmaction - INFO - Epoch [5][380/1879] lr: 2.000e-02, eta: 1 day, 5:41:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5004, top5_acc: 0.7441, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.8526 2021-06-17 11:55:06,142 - mmaction - INFO - Epoch [5][400/1879] lr: 2.000e-02, eta: 1 day, 5:41:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.8415 2021-06-17 11:55:17,241 - mmaction - INFO - Epoch [5][420/1879] lr: 2.000e-02, eta: 1 day, 5:40:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7449, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.8642 2021-06-17 11:55:28,353 - mmaction - INFO - Epoch [5][440/1879] lr: 2.000e-02, eta: 1 day, 5:40:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7520, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.8300 2021-06-17 11:55:39,484 - mmaction - INFO - Epoch [5][460/1879] lr: 2.000e-02, eta: 1 day, 5:39:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.1023, loss: 2.1023, grad_norm: 3.9900 2021-06-17 11:55:50,626 - mmaction - INFO - Epoch [5][480/1879] lr: 2.000e-02, eta: 1 day, 5:39:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5059, top5_acc: 0.7680, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.9103 2021-06-17 11:56:01,753 - mmaction - INFO - Epoch [5][500/1879] lr: 2.000e-02, eta: 1 day, 5:38:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5012, top5_acc: 0.7590, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.8555 2021-06-17 11:56:12,913 - mmaction - INFO - Epoch [5][520/1879] lr: 2.000e-02, eta: 1 day, 5:38:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4965, top5_acc: 0.7469, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.9162 2021-06-17 11:56:24,043 - mmaction - INFO - Epoch [5][540/1879] lr: 2.000e-02, eta: 1 day, 5:37:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4965, top5_acc: 0.7477, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.8168 2021-06-17 11:56:35,191 - mmaction - INFO - Epoch [5][560/1879] lr: 2.000e-02, eta: 1 day, 5:37:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7484, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9050 2021-06-17 11:56:46,329 - mmaction - INFO - Epoch [5][580/1879] lr: 2.000e-02, eta: 1 day, 5:36:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5090, top5_acc: 0.7535, loss_cls: 2.0763, loss: 2.0763, grad_norm: 3.8193 2021-06-17 11:56:57,480 - mmaction - INFO - Epoch [5][600/1879] lr: 2.000e-02, eta: 1 day, 5:36:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7602, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.8605 2021-06-17 11:57:08,628 - mmaction - INFO - Epoch [5][620/1879] lr: 2.000e-02, eta: 1 day, 5:36:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7539, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.8086 2021-06-17 11:57:19,759 - mmaction - INFO - Epoch [5][640/1879] lr: 2.000e-02, eta: 1 day, 5:35:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5066, top5_acc: 0.7578, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.7890 2021-06-17 11:57:30,885 - mmaction - INFO - Epoch [5][660/1879] lr: 2.000e-02, eta: 1 day, 5:35:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5113, top5_acc: 0.7617, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.8844 2021-06-17 11:57:42,008 - mmaction - INFO - Epoch [5][680/1879] lr: 2.000e-02, eta: 1 day, 5:34:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0643, loss: 2.0643, grad_norm: 3.8080 2021-06-17 11:57:53,142 - mmaction - INFO - Epoch [5][700/1879] lr: 2.000e-02, eta: 1 day, 5:34:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4910, top5_acc: 0.7469, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.9155 2021-06-17 11:58:04,292 - mmaction - INFO - Epoch [5][720/1879] lr: 2.000e-02, eta: 1 day, 5:33:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5090, top5_acc: 0.7496, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.7962 2021-06-17 11:58:15,430 - mmaction - INFO - Epoch [5][740/1879] lr: 2.000e-02, eta: 1 day, 5:33:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4980, top5_acc: 0.7473, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.8510 2021-06-17 11:58:26,554 - mmaction - INFO - Epoch [5][760/1879] lr: 2.000e-02, eta: 1 day, 5:32:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.7590 2021-06-17 11:58:37,704 - mmaction - INFO - Epoch [5][780/1879] lr: 2.000e-02, eta: 1 day, 5:32:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4941, top5_acc: 0.7547, loss_cls: 2.0993, loss: 2.0993, grad_norm: 3.7777 2021-06-17 11:58:48,843 - mmaction - INFO - Epoch [5][800/1879] lr: 2.000e-02, eta: 1 day, 5:31:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4973, top5_acc: 0.7668, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.8091 2021-06-17 11:58:59,991 - mmaction - INFO - Epoch [5][820/1879] lr: 2.000e-02, eta: 1 day, 5:31:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7672, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.8452 2021-06-17 11:59:11,145 - mmaction - INFO - Epoch [5][840/1879] lr: 2.000e-02, eta: 1 day, 5:30:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7559, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.8934 2021-06-17 11:59:22,284 - mmaction - INFO - Epoch [5][860/1879] lr: 2.000e-02, eta: 1 day, 5:30:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4887, top5_acc: 0.7355, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.8855 2021-06-17 11:59:33,433 - mmaction - INFO - Epoch [5][880/1879] lr: 2.000e-02, eta: 1 day, 5:30:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.8885 2021-06-17 11:59:44,627 - mmaction - INFO - Epoch [5][900/1879] lr: 2.000e-02, eta: 1 day, 5:29:41, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.4934, top5_acc: 0.7488, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.8482 2021-06-17 11:59:55,805 - mmaction - INFO - Epoch [5][920/1879] lr: 2.000e-02, eta: 1 day, 5:29:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7496, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.9372 2021-06-17 12:00:08,703 - mmaction - INFO - Epoch [5][940/1879] lr: 2.000e-02, eta: 1 day, 5:29:26, time: 0.645, data_time: 0.002, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7465, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.8609 2021-06-17 12:00:19,880 - mmaction - INFO - Epoch [5][960/1879] lr: 2.000e-02, eta: 1 day, 5:29:00, time: 0.560, data_time: 0.006, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.8196 2021-06-17 12:00:31,017 - mmaction - INFO - Epoch [5][980/1879] lr: 2.000e-02, eta: 1 day, 5:28:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7512, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.8888 2021-06-17 12:00:42,156 - mmaction - INFO - Epoch [5][1000/1879] lr: 2.000e-02, eta: 1 day, 5:28:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5027, top5_acc: 0.7473, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.8432 2021-06-17 12:00:53,288 - mmaction - INFO - Epoch [5][1020/1879] lr: 2.000e-02, eta: 1 day, 5:27:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4730, top5_acc: 0.7395, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.9249 2021-06-17 12:01:04,427 - mmaction - INFO - Epoch [5][1040/1879] lr: 2.000e-02, eta: 1 day, 5:27:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4871, top5_acc: 0.7363, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.9074 2021-06-17 12:01:15,548 - mmaction - INFO - Epoch [5][1060/1879] lr: 2.000e-02, eta: 1 day, 5:26:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7543, loss_cls: 2.0932, loss: 2.0932, grad_norm: 3.9461 2021-06-17 12:01:26,684 - mmaction - INFO - Epoch [5][1080/1879] lr: 2.000e-02, eta: 1 day, 5:26:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4910, top5_acc: 0.7523, loss_cls: 2.0977, loss: 2.0977, grad_norm: 3.8113 2021-06-17 12:01:37,794 - mmaction - INFO - Epoch [5][1100/1879] lr: 2.000e-02, eta: 1 day, 5:25:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7527, loss_cls: 2.1242, loss: 2.1242, grad_norm: 3.8510 2021-06-17 12:01:48,942 - mmaction - INFO - Epoch [5][1120/1879] lr: 2.000e-02, eta: 1 day, 5:25:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7520, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.9254 2021-06-17 12:02:00,085 - mmaction - INFO - Epoch [5][1140/1879] lr: 2.000e-02, eta: 1 day, 5:25:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5223, top5_acc: 0.7660, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.8333 2021-06-17 12:02:11,223 - mmaction - INFO - Epoch [5][1160/1879] lr: 2.000e-02, eta: 1 day, 5:24:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4980, top5_acc: 0.7547, loss_cls: 2.1114, loss: 2.1114, grad_norm: 3.8400 2021-06-17 12:02:22,354 - mmaction - INFO - Epoch [5][1180/1879] lr: 2.000e-02, eta: 1 day, 5:24:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4957, top5_acc: 0.7520, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.9478 2021-06-17 12:02:33,469 - mmaction - INFO - Epoch [5][1200/1879] lr: 2.000e-02, eta: 1 day, 5:23:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5066, top5_acc: 0.7445, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.8748 2021-06-17 12:02:44,611 - mmaction - INFO - Epoch [5][1220/1879] lr: 2.000e-02, eta: 1 day, 5:23:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5051, top5_acc: 0.7660, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.7931 2021-06-17 12:02:55,733 - mmaction - INFO - Epoch [5][1240/1879] lr: 2.000e-02, eta: 1 day, 5:22:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4965, top5_acc: 0.7566, loss_cls: 2.0923, loss: 2.0923, grad_norm: 3.9020 2021-06-17 12:03:06,899 - mmaction - INFO - Epoch [5][1260/1879] lr: 2.000e-02, eta: 1 day, 5:22:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.4996, top5_acc: 0.7504, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.8557 2021-06-17 12:03:18,042 - mmaction - INFO - Epoch [5][1280/1879] lr: 2.000e-02, eta: 1 day, 5:22:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5121, top5_acc: 0.7527, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.7823 2021-06-17 12:03:29,170 - mmaction - INFO - Epoch [5][1300/1879] lr: 2.000e-02, eta: 1 day, 5:21:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4840, top5_acc: 0.7406, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.9010 2021-06-17 12:03:40,295 - mmaction - INFO - Epoch [5][1320/1879] lr: 2.000e-02, eta: 1 day, 5:21:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0538, loss: 2.0538, grad_norm: 3.6451 2021-06-17 12:03:51,425 - mmaction - INFO - Epoch [5][1340/1879] lr: 2.000e-02, eta: 1 day, 5:20:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5129, top5_acc: 0.7633, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.8421 2021-06-17 12:04:02,567 - mmaction - INFO - Epoch [5][1360/1879] lr: 2.000e-02, eta: 1 day, 5:20:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5152, top5_acc: 0.7547, loss_cls: 2.0811, loss: 2.0811, grad_norm: 3.8349 2021-06-17 12:04:13,685 - mmaction - INFO - Epoch [5][1380/1879] lr: 2.000e-02, eta: 1 day, 5:19:57, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5027, top5_acc: 0.7523, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.9310 2021-06-17 12:04:24,825 - mmaction - INFO - Epoch [5][1400/1879] lr: 2.000e-02, eta: 1 day, 5:19:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.8640 2021-06-17 12:04:35,956 - mmaction - INFO - Epoch [5][1420/1879] lr: 2.000e-02, eta: 1 day, 5:19:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7672, loss_cls: 2.0825, loss: 2.0825, grad_norm: 3.7893 2021-06-17 12:04:47,091 - mmaction - INFO - Epoch [5][1440/1879] lr: 2.000e-02, eta: 1 day, 5:18:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5035, top5_acc: 0.7551, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.8869 2021-06-17 12:04:58,222 - mmaction - INFO - Epoch [5][1460/1879] lr: 2.000e-02, eta: 1 day, 5:18:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4957, top5_acc: 0.7406, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.7992 2021-06-17 12:05:09,452 - mmaction - INFO - Epoch [5][1480/1879] lr: 2.000e-02, eta: 1 day, 5:17:54, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.5121, top5_acc: 0.7605, loss_cls: 2.1006, loss: 2.1006, grad_norm: 3.7705 2021-06-17 12:05:20,603 - mmaction - INFO - Epoch [5][1500/1879] lr: 2.000e-02, eta: 1 day, 5:17:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4934, top5_acc: 0.7445, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9306 2021-06-17 12:05:31,752 - mmaction - INFO - Epoch [5][1520/1879] lr: 2.000e-02, eta: 1 day, 5:17:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5020, top5_acc: 0.7629, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.8090 2021-06-17 12:05:42,887 - mmaction - INFO - Epoch [5][1540/1879] lr: 2.000e-02, eta: 1 day, 5:16:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7465, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.7238 2021-06-17 12:05:54,001 - mmaction - INFO - Epoch [5][1560/1879] lr: 2.000e-02, eta: 1 day, 5:16:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7617, loss_cls: 2.0599, loss: 2.0599, grad_norm: 3.7478 2021-06-17 12:06:05,133 - mmaction - INFO - Epoch [5][1580/1879] lr: 2.000e-02, eta: 1 day, 5:15:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7379, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.8933 2021-06-17 12:06:16,261 - mmaction - INFO - Epoch [5][1600/1879] lr: 2.000e-02, eta: 1 day, 5:15:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4988, top5_acc: 0.7379, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.8739 2021-06-17 12:06:27,393 - mmaction - INFO - Epoch [5][1620/1879] lr: 2.000e-02, eta: 1 day, 5:15:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7535, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.8550 2021-06-17 12:06:38,519 - mmaction - INFO - Epoch [5][1640/1879] lr: 2.000e-02, eta: 1 day, 5:14:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7559, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.8710 2021-06-17 12:06:49,680 - mmaction - INFO - Epoch [5][1660/1879] lr: 2.000e-02, eta: 1 day, 5:14:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7609, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.7502 2021-06-17 12:07:00,850 - mmaction - INFO - Epoch [5][1680/1879] lr: 2.000e-02, eta: 1 day, 5:13:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7566, loss_cls: 2.0719, loss: 2.0719, grad_norm: 3.8992 2021-06-17 12:07:11,981 - mmaction - INFO - Epoch [5][1700/1879] lr: 2.000e-02, eta: 1 day, 5:13:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4887, top5_acc: 0.7480, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.9306 2021-06-17 12:07:23,114 - mmaction - INFO - Epoch [5][1720/1879] lr: 2.000e-02, eta: 1 day, 5:13:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7691, loss_cls: 2.0572, loss: 2.0572, grad_norm: 3.7851 2021-06-17 12:07:34,257 - mmaction - INFO - Epoch [5][1740/1879] lr: 2.000e-02, eta: 1 day, 5:12:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7664, loss_cls: 2.0520, loss: 2.0520, grad_norm: 3.8326 2021-06-17 12:07:45,378 - mmaction - INFO - Epoch [5][1760/1879] lr: 2.000e-02, eta: 1 day, 5:12:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.8208 2021-06-17 12:07:56,512 - mmaction - INFO - Epoch [5][1780/1879] lr: 2.000e-02, eta: 1 day, 5:11:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7508, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.9114 2021-06-17 12:08:07,647 - mmaction - INFO - Epoch [5][1800/1879] lr: 2.000e-02, eta: 1 day, 5:11:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4973, top5_acc: 0.7551, loss_cls: 2.1050, loss: 2.1050, grad_norm: 3.7431 2021-06-17 12:08:18,778 - mmaction - INFO - Epoch [5][1820/1879] lr: 2.000e-02, eta: 1 day, 5:11:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.7505 2021-06-17 12:08:29,918 - mmaction - INFO - Epoch [5][1840/1879] lr: 2.000e-02, eta: 1 day, 5:10:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.8455 2021-06-17 12:08:41,049 - mmaction - INFO - Epoch [5][1860/1879] lr: 2.000e-02, eta: 1 day, 5:10:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5074, top5_acc: 0.7551, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.8011 2021-06-17 12:08:53,736 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-06-17 12:10:12,198 - mmaction - INFO - Epoch [6][20/1879] lr: 2.000e-02, eta: 1 day, 5:27:15, time: 3.903, data_time: 3.343, memory: 7080, top1_acc: 0.5066, top5_acc: 0.7566, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.8535 2021-06-17 12:10:23,344 - mmaction - INFO - Epoch [6][40/1879] lr: 2.000e-02, eta: 1 day, 5:26:48, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5363, top5_acc: 0.7730, loss_cls: 2.0003, loss: 2.0003, grad_norm: 3.7127 2021-06-17 12:10:34,467 - mmaction - INFO - Epoch [6][60/1879] lr: 2.000e-02, eta: 1 day, 5:26:23, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5090, top5_acc: 0.7613, loss_cls: 2.0642, loss: 2.0642, grad_norm: 3.8922 2021-06-17 12:10:45,588 - mmaction - INFO - Epoch [6][80/1879] lr: 2.000e-02, eta: 1 day, 5:25:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0225, loss: 2.0225, grad_norm: 3.9085 2021-06-17 12:10:56,739 - mmaction - INFO - Epoch [6][100/1879] lr: 2.000e-02, eta: 1 day, 5:25:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5324, top5_acc: 0.7770, loss_cls: 1.9860, loss: 1.9860, grad_norm: 3.8645 2021-06-17 12:11:07,817 - mmaction - INFO - Epoch [6][120/1879] lr: 2.000e-02, eta: 1 day, 5:25:04, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.8772 2021-06-17 12:11:18,935 - mmaction - INFO - Epoch [6][140/1879] lr: 2.000e-02, eta: 1 day, 5:24:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7543, loss_cls: 2.0845, loss: 2.0845, grad_norm: 3.9287 2021-06-17 12:11:30,077 - mmaction - INFO - Epoch [6][160/1879] lr: 2.000e-02, eta: 1 day, 5:24:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0826, loss: 2.0826, grad_norm: 3.9074 2021-06-17 12:11:41,210 - mmaction - INFO - Epoch [6][180/1879] lr: 2.000e-02, eta: 1 day, 5:23:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5277, top5_acc: 0.7742, loss_cls: 1.9982, loss: 1.9982, grad_norm: 3.7904 2021-06-17 12:11:52,371 - mmaction - INFO - Epoch [6][200/1879] lr: 2.000e-02, eta: 1 day, 5:23:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5348, top5_acc: 0.7766, loss_cls: 1.9421, loss: 1.9421, grad_norm: 3.7993 2021-06-17 12:12:03,468 - mmaction - INFO - Epoch [6][220/1879] lr: 2.000e-02, eta: 1 day, 5:22:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7754, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.8845 2021-06-17 12:12:14,590 - mmaction - INFO - Epoch [6][240/1879] lr: 2.000e-02, eta: 1 day, 5:22:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7590, loss_cls: 2.0694, loss: 2.0694, grad_norm: 3.8852 2021-06-17 12:12:25,715 - mmaction - INFO - Epoch [6][260/1879] lr: 2.000e-02, eta: 1 day, 5:22:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7574, loss_cls: 2.0707, loss: 2.0707, grad_norm: 3.7840 2021-06-17 12:12:36,882 - mmaction - INFO - Epoch [6][280/1879] lr: 2.000e-02, eta: 1 day, 5:21:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5074, top5_acc: 0.7668, loss_cls: 2.0303, loss: 2.0303, grad_norm: 3.9216 2021-06-17 12:12:48,003 - mmaction - INFO - Epoch [6][300/1879] lr: 2.000e-02, eta: 1 day, 5:21:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5426, top5_acc: 0.7910, loss_cls: 1.9161, loss: 1.9161, grad_norm: 3.7098 2021-06-17 12:12:59,134 - mmaction - INFO - Epoch [6][320/1879] lr: 2.000e-02, eta: 1 day, 5:20:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7582, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.8844 2021-06-17 12:13:10,269 - mmaction - INFO - Epoch [6][340/1879] lr: 2.000e-02, eta: 1 day, 5:20:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5223, top5_acc: 0.7625, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.8240 2021-06-17 12:13:21,443 - mmaction - INFO - Epoch [6][360/1879] lr: 2.000e-02, eta: 1 day, 5:20:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.8808 2021-06-17 12:13:32,588 - mmaction - INFO - Epoch [6][380/1879] lr: 2.000e-02, eta: 1 day, 5:19:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7641, loss_cls: 2.0607, loss: 2.0607, grad_norm: 3.8306 2021-06-17 12:13:43,713 - mmaction - INFO - Epoch [6][400/1879] lr: 2.000e-02, eta: 1 day, 5:19:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5160, top5_acc: 0.7625, loss_cls: 2.0389, loss: 2.0389, grad_norm: 3.8709 2021-06-17 12:13:54,837 - mmaction - INFO - Epoch [6][420/1879] lr: 2.000e-02, eta: 1 day, 5:18:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5160, top5_acc: 0.7625, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.7767 2021-06-17 12:14:05,965 - mmaction - INFO - Epoch [6][440/1879] lr: 2.000e-02, eta: 1 day, 5:18:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0411, loss: 2.0411, grad_norm: 3.8732 2021-06-17 12:14:17,124 - mmaction - INFO - Epoch [6][460/1879] lr: 2.000e-02, eta: 1 day, 5:17:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5129, top5_acc: 0.7586, loss_cls: 2.0656, loss: 2.0656, grad_norm: 3.8973 2021-06-17 12:14:28,279 - mmaction - INFO - Epoch [6][480/1879] lr: 2.000e-02, eta: 1 day, 5:17:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.7792 2021-06-17 12:14:39,399 - mmaction - INFO - Epoch [6][500/1879] lr: 2.000e-02, eta: 1 day, 5:17:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7543, loss_cls: 2.0689, loss: 2.0689, grad_norm: 3.7802 2021-06-17 12:14:50,533 - mmaction - INFO - Epoch [6][520/1879] lr: 2.000e-02, eta: 1 day, 5:16:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7691, loss_cls: 2.0425, loss: 2.0425, grad_norm: 3.8412 2021-06-17 12:15:01,658 - mmaction - INFO - Epoch [6][540/1879] lr: 2.000e-02, eta: 1 day, 5:16:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5184, top5_acc: 0.7660, loss_cls: 2.0513, loss: 2.0513, grad_norm: 3.8213 2021-06-17 12:15:12,793 - mmaction - INFO - Epoch [6][560/1879] lr: 2.000e-02, eta: 1 day, 5:15:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5184, top5_acc: 0.7648, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.8039 2021-06-17 12:15:23,912 - mmaction - INFO - Epoch [6][580/1879] lr: 2.000e-02, eta: 1 day, 5:15:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7633, loss_cls: 2.0695, loss: 2.0695, grad_norm: 3.8105 2021-06-17 12:15:35,057 - mmaction - INFO - Epoch [6][600/1879] lr: 2.000e-02, eta: 1 day, 5:15:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5027, top5_acc: 0.7574, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.6933 2021-06-17 12:15:46,181 - mmaction - INFO - Epoch [6][620/1879] lr: 2.000e-02, eta: 1 day, 5:14:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0116, loss: 2.0116, grad_norm: 3.8275 2021-06-17 12:15:57,317 - mmaction - INFO - Epoch [6][640/1879] lr: 2.000e-02, eta: 1 day, 5:14:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7590, loss_cls: 2.0643, loss: 2.0643, grad_norm: 3.8338 2021-06-17 12:16:08,460 - mmaction - INFO - Epoch [6][660/1879] lr: 2.000e-02, eta: 1 day, 5:13:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.4988, top5_acc: 0.7594, loss_cls: 2.0644, loss: 2.0644, grad_norm: 3.8334 2021-06-17 12:16:19,634 - mmaction - INFO - Epoch [6][680/1879] lr: 2.000e-02, eta: 1 day, 5:13:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7684, loss_cls: 2.0326, loss: 2.0326, grad_norm: 3.8440 2021-06-17 12:16:30,795 - mmaction - INFO - Epoch [6][700/1879] lr: 2.000e-02, eta: 1 day, 5:13:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7480, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.8394 2021-06-17 12:16:41,943 - mmaction - INFO - Epoch [6][720/1879] lr: 2.000e-02, eta: 1 day, 5:12:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5207, top5_acc: 0.7543, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.7159 2021-06-17 12:16:53,076 - mmaction - INFO - Epoch [6][740/1879] lr: 2.000e-02, eta: 1 day, 5:12:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7520, loss_cls: 2.0629, loss: 2.0629, grad_norm: 3.7828 2021-06-17 12:17:04,213 - mmaction - INFO - Epoch [6][760/1879] lr: 2.000e-02, eta: 1 day, 5:11:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7762, loss_cls: 1.9790, loss: 1.9790, grad_norm: 3.7598 2021-06-17 12:17:15,365 - mmaction - INFO - Epoch [6][780/1879] lr: 2.000e-02, eta: 1 day, 5:11:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7574, loss_cls: 2.0803, loss: 2.0803, grad_norm: 3.9252 2021-06-17 12:17:26,489 - mmaction - INFO - Epoch [6][800/1879] lr: 2.000e-02, eta: 1 day, 5:11:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7637, loss_cls: 2.0514, loss: 2.0514, grad_norm: 3.7038 2021-06-17 12:17:37,621 - mmaction - INFO - Epoch [6][820/1879] lr: 2.000e-02, eta: 1 day, 5:10:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7707, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.8623 2021-06-17 12:17:48,749 - mmaction - INFO - Epoch [6][840/1879] lr: 2.000e-02, eta: 1 day, 5:10:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5270, top5_acc: 0.7664, loss_cls: 2.0111, loss: 2.0111, grad_norm: 3.8110 2021-06-17 12:17:59,874 - mmaction - INFO - Epoch [6][860/1879] lr: 2.000e-02, eta: 1 day, 5:09:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5098, top5_acc: 0.7605, loss_cls: 2.0626, loss: 2.0626, grad_norm: 3.8220 2021-06-17 12:18:11,015 - mmaction - INFO - Epoch [6][880/1879] lr: 2.000e-02, eta: 1 day, 5:09:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7707, loss_cls: 2.0056, loss: 2.0056, grad_norm: 3.8708 2021-06-17 12:18:22,140 - mmaction - INFO - Epoch [6][900/1879] lr: 2.000e-02, eta: 1 day, 5:09:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5098, top5_acc: 0.7668, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.8374 2021-06-17 12:18:33,288 - mmaction - INFO - Epoch [6][920/1879] lr: 2.000e-02, eta: 1 day, 5:08:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.7923 2021-06-17 12:18:44,417 - mmaction - INFO - Epoch [6][940/1879] lr: 2.000e-02, eta: 1 day, 5:08:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5137, top5_acc: 0.7691, loss_cls: 2.0326, loss: 2.0326, grad_norm: 3.7636 2021-06-17 12:18:55,562 - mmaction - INFO - Epoch [6][960/1879] lr: 2.000e-02, eta: 1 day, 5:07:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5348, top5_acc: 0.7895, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.8012 2021-06-17 12:19:06,748 - mmaction - INFO - Epoch [6][980/1879] lr: 2.000e-02, eta: 1 day, 5:07:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7762, loss_cls: 1.9923, loss: 1.9923, grad_norm: 3.9117 2021-06-17 12:19:17,827 - mmaction - INFO - Epoch [6][1000/1879] lr: 2.000e-02, eta: 1 day, 5:07:08, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.4965, top5_acc: 0.7539, loss_cls: 2.1004, loss: 2.1004, grad_norm: 3.8512 2021-06-17 12:19:28,962 - mmaction - INFO - Epoch [6][1020/1879] lr: 2.000e-02, eta: 1 day, 5:06:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7645, loss_cls: 2.0394, loss: 2.0394, grad_norm: 3.8056 2021-06-17 12:19:40,089 - mmaction - INFO - Epoch [6][1040/1879] lr: 2.000e-02, eta: 1 day, 5:06:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0587, loss: 2.0587, grad_norm: 3.8585 2021-06-17 12:19:51,234 - mmaction - INFO - Epoch [6][1060/1879] lr: 2.000e-02, eta: 1 day, 5:05:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7832, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.8653 2021-06-17 12:20:02,383 - mmaction - INFO - Epoch [6][1080/1879] lr: 2.000e-02, eta: 1 day, 5:05:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5207, top5_acc: 0.7754, loss_cls: 2.0139, loss: 2.0139, grad_norm: 3.8858 2021-06-17 12:20:13,527 - mmaction - INFO - Epoch [6][1100/1879] lr: 2.000e-02, eta: 1 day, 5:05:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5129, top5_acc: 0.7547, loss_cls: 2.0982, loss: 2.0982, grad_norm: 3.9027 2021-06-17 12:20:24,665 - mmaction - INFO - Epoch [6][1120/1879] lr: 2.000e-02, eta: 1 day, 5:04:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0410, loss: 2.0410, grad_norm: 3.8420 2021-06-17 12:20:35,819 - mmaction - INFO - Epoch [6][1140/1879] lr: 2.000e-02, eta: 1 day, 5:04:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7598, loss_cls: 2.0373, loss: 2.0373, grad_norm: 3.8590 2021-06-17 12:20:46,969 - mmaction - INFO - Epoch [6][1160/1879] lr: 2.000e-02, eta: 1 day, 5:04:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5160, top5_acc: 0.7566, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.7922 2021-06-17 12:20:58,089 - mmaction - INFO - Epoch [6][1180/1879] lr: 2.000e-02, eta: 1 day, 5:03:40, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0581, loss: 2.0581, grad_norm: 3.7874 2021-06-17 12:21:09,226 - mmaction - INFO - Epoch [6][1200/1879] lr: 2.000e-02, eta: 1 day, 5:03:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5176, top5_acc: 0.7652, loss_cls: 2.0274, loss: 2.0274, grad_norm: 3.8099 2021-06-17 12:21:20,367 - mmaction - INFO - Epoch [6][1220/1879] lr: 2.000e-02, eta: 1 day, 5:02:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5207, top5_acc: 0.7590, loss_cls: 2.0466, loss: 2.0466, grad_norm: 3.8707 2021-06-17 12:21:31,508 - mmaction - INFO - Epoch [6][1240/1879] lr: 2.000e-02, eta: 1 day, 5:02:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7465, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.8052 2021-06-17 12:21:42,653 - mmaction - INFO - Epoch [6][1260/1879] lr: 2.000e-02, eta: 1 day, 5:02:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7551, loss_cls: 2.0631, loss: 2.0631, grad_norm: 3.7731 2021-06-17 12:21:53,773 - mmaction - INFO - Epoch [6][1280/1879] lr: 2.000e-02, eta: 1 day, 5:01:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5309, top5_acc: 0.7762, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.8773 2021-06-17 12:22:04,911 - mmaction - INFO - Epoch [6][1300/1879] lr: 2.000e-02, eta: 1 day, 5:01:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5184, top5_acc: 0.7613, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.8689 2021-06-17 12:22:16,023 - mmaction - INFO - Epoch [6][1320/1879] lr: 2.000e-02, eta: 1 day, 5:01:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.7250 2021-06-17 12:22:27,137 - mmaction - INFO - Epoch [6][1340/1879] lr: 2.000e-02, eta: 1 day, 5:00:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5129, top5_acc: 0.7629, loss_cls: 2.0730, loss: 2.0730, grad_norm: 3.7853 2021-06-17 12:22:38,264 - mmaction - INFO - Epoch [6][1360/1879] lr: 2.000e-02, eta: 1 day, 5:00:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7707, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.7642 2021-06-17 12:22:49,409 - mmaction - INFO - Epoch [6][1380/1879] lr: 2.000e-02, eta: 1 day, 4:59:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7684, loss_cls: 2.0207, loss: 2.0207, grad_norm: 3.7313 2021-06-17 12:23:00,552 - mmaction - INFO - Epoch [6][1400/1879] lr: 2.000e-02, eta: 1 day, 4:59:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7598, loss_cls: 2.0599, loss: 2.0599, grad_norm: 3.7729 2021-06-17 12:23:11,674 - mmaction - INFO - Epoch [6][1420/1879] lr: 2.000e-02, eta: 1 day, 4:59:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5129, top5_acc: 0.7746, loss_cls: 2.0347, loss: 2.0347, grad_norm: 3.8239 2021-06-17 12:23:22,823 - mmaction - INFO - Epoch [6][1440/1879] lr: 2.000e-02, eta: 1 day, 4:58:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7621, loss_cls: 2.0491, loss: 2.0491, grad_norm: 3.8201 2021-06-17 12:23:33,987 - mmaction - INFO - Epoch [6][1460/1879] lr: 2.000e-02, eta: 1 day, 4:58:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5152, top5_acc: 0.7574, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.8182 2021-06-17 12:23:45,128 - mmaction - INFO - Epoch [6][1480/1879] lr: 2.000e-02, eta: 1 day, 4:58:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5145, top5_acc: 0.7578, loss_cls: 2.0598, loss: 2.0598, grad_norm: 3.8312 2021-06-17 12:23:56,268 - mmaction - INFO - Epoch [6][1500/1879] lr: 2.000e-02, eta: 1 day, 4:57:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.7678 2021-06-17 12:24:07,395 - mmaction - INFO - Epoch [6][1520/1879] lr: 2.000e-02, eta: 1 day, 4:57:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7645, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.7802 2021-06-17 12:24:18,527 - mmaction - INFO - Epoch [6][1540/1879] lr: 2.000e-02, eta: 1 day, 4:56:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7520, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.8250 2021-06-17 12:24:29,666 - mmaction - INFO - Epoch [6][1560/1879] lr: 2.000e-02, eta: 1 day, 4:56:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5160, top5_acc: 0.7625, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.7838 2021-06-17 12:24:40,842 - mmaction - INFO - Epoch [6][1580/1879] lr: 2.000e-02, eta: 1 day, 4:56:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7676, loss_cls: 2.0354, loss: 2.0354, grad_norm: 3.8083 2021-06-17 12:24:51,979 - mmaction - INFO - Epoch [6][1600/1879] lr: 2.000e-02, eta: 1 day, 4:55:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5121, top5_acc: 0.7664, loss_cls: 2.0325, loss: 2.0325, grad_norm: 3.7903 2021-06-17 12:25:03,173 - mmaction - INFO - Epoch [6][1620/1879] lr: 2.000e-02, eta: 1 day, 4:55:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7535, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.8175 2021-06-17 12:25:14,310 - mmaction - INFO - Epoch [6][1640/1879] lr: 2.000e-02, eta: 1 day, 4:55:06, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.8104 2021-06-17 12:25:25,437 - mmaction - INFO - Epoch [6][1660/1879] lr: 2.000e-02, eta: 1 day, 4:54:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7684, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.7886 2021-06-17 12:25:36,594 - mmaction - INFO - Epoch [6][1680/1879] lr: 2.000e-02, eta: 1 day, 4:54:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0743, loss: 2.0743, grad_norm: 3.8260 2021-06-17 12:25:47,741 - mmaction - INFO - Epoch [6][1700/1879] lr: 2.000e-02, eta: 1 day, 4:54:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7504, loss_cls: 2.0830, loss: 2.0830, grad_norm: 3.7340 2021-06-17 12:25:58,873 - mmaction - INFO - Epoch [6][1720/1879] lr: 2.000e-02, eta: 1 day, 4:53:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5293, top5_acc: 0.7668, loss_cls: 2.0176, loss: 2.0176, grad_norm: 3.7345 2021-06-17 12:26:09,999 - mmaction - INFO - Epoch [6][1740/1879] lr: 2.000e-02, eta: 1 day, 4:53:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5309, top5_acc: 0.7770, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.7924 2021-06-17 12:26:21,116 - mmaction - INFO - Epoch [6][1760/1879] lr: 2.000e-02, eta: 1 day, 4:52:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5316, top5_acc: 0.7703, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.6860 2021-06-17 12:26:32,265 - mmaction - INFO - Epoch [6][1780/1879] lr: 2.000e-02, eta: 1 day, 4:52:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5277, top5_acc: 0.7703, loss_cls: 2.0141, loss: 2.0141, grad_norm: 3.7302 2021-06-17 12:26:43,373 - mmaction - INFO - Epoch [6][1800/1879] lr: 2.000e-02, eta: 1 day, 4:52:11, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5215, top5_acc: 0.7781, loss_cls: 2.0057, loss: 2.0057, grad_norm: 3.7034 2021-06-17 12:26:54,538 - mmaction - INFO - Epoch [6][1820/1879] lr: 2.000e-02, eta: 1 day, 4:51:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0581, loss: 2.0581, grad_norm: 3.8616 2021-06-17 12:27:05,708 - mmaction - INFO - Epoch [6][1840/1879] lr: 2.000e-02, eta: 1 day, 4:51:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7582, loss_cls: 2.0465, loss: 2.0465, grad_norm: 3.8230 2021-06-17 12:27:16,850 - mmaction - INFO - Epoch [6][1860/1879] lr: 2.000e-02, eta: 1 day, 4:51:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7551, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.7881 2021-06-17 12:27:28,347 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-06-17 12:28:43,623 - mmaction - INFO - Epoch [7][20/1879] lr: 2.000e-02, eta: 1 day, 5:04:08, time: 3.720, data_time: 3.158, memory: 7080, top1_acc: 0.5082, top5_acc: 0.7715, loss_cls: 2.0180, loss: 2.0180, grad_norm: 3.8297 2021-06-17 12:28:54,776 - mmaction - INFO - Epoch [7][40/1879] lr: 2.000e-02, eta: 1 day, 5:03:45, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7621, loss_cls: 2.0069, loss: 2.0069, grad_norm: 3.6964 2021-06-17 12:29:05,887 - mmaction - INFO - Epoch [7][60/1879] lr: 2.000e-02, eta: 1 day, 5:03:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7746, loss_cls: 1.9545, loss: 1.9545, grad_norm: 3.7695 2021-06-17 12:29:17,008 - mmaction - INFO - Epoch [7][80/1879] lr: 2.000e-02, eta: 1 day, 5:02:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7723, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.7225 2021-06-17 12:29:28,127 - mmaction - INFO - Epoch [7][100/1879] lr: 2.000e-02, eta: 1 day, 5:02:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5230, top5_acc: 0.7723, loss_cls: 1.9758, loss: 1.9758, grad_norm: 3.8094 2021-06-17 12:29:39,261 - mmaction - INFO - Epoch [7][120/1879] lr: 2.000e-02, eta: 1 day, 5:02:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7723, loss_cls: 1.9962, loss: 1.9962, grad_norm: 3.9176 2021-06-17 12:29:50,369 - mmaction - INFO - Epoch [7][140/1879] lr: 2.000e-02, eta: 1 day, 5:01:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7824, loss_cls: 1.9379, loss: 1.9379, grad_norm: 3.8548 2021-06-17 12:30:01,549 - mmaction - INFO - Epoch [7][160/1879] lr: 2.000e-02, eta: 1 day, 5:01:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7785, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.8505 2021-06-17 12:30:12,665 - mmaction - INFO - Epoch [7][180/1879] lr: 2.000e-02, eta: 1 day, 5:01:05, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7723, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.8082 2021-06-17 12:30:23,800 - mmaction - INFO - Epoch [7][200/1879] lr: 2.000e-02, eta: 1 day, 5:00:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7750, loss_cls: 2.0065, loss: 2.0065, grad_norm: 3.8021 2021-06-17 12:30:34,920 - mmaction - INFO - Epoch [7][220/1879] lr: 2.000e-02, eta: 1 day, 5:00:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7824, loss_cls: 1.9255, loss: 1.9255, grad_norm: 3.7726 2021-06-17 12:30:46,086 - mmaction - INFO - Epoch [7][240/1879] lr: 2.000e-02, eta: 1 day, 4:59:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.8844 2021-06-17 12:30:57,217 - mmaction - INFO - Epoch [7][260/1879] lr: 2.000e-02, eta: 1 day, 4:59:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5324, top5_acc: 0.7820, loss_cls: 1.9552, loss: 1.9552, grad_norm: 3.8079 2021-06-17 12:31:08,338 - mmaction - INFO - Epoch [7][280/1879] lr: 2.000e-02, eta: 1 day, 4:59:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5348, top5_acc: 0.7746, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.7790 2021-06-17 12:31:19,468 - mmaction - INFO - Epoch [7][300/1879] lr: 2.000e-02, eta: 1 day, 4:58:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 1.9774, loss: 1.9774, grad_norm: 3.7909 2021-06-17 12:31:30,595 - mmaction - INFO - Epoch [7][320/1879] lr: 2.000e-02, eta: 1 day, 4:58:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5332, top5_acc: 0.7734, loss_cls: 1.9817, loss: 1.9817, grad_norm: 3.8576 2021-06-17 12:31:41,721 - mmaction - INFO - Epoch [7][340/1879] lr: 2.000e-02, eta: 1 day, 4:58:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7660, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.7062 2021-06-17 12:31:52,869 - mmaction - INFO - Epoch [7][360/1879] lr: 2.000e-02, eta: 1 day, 4:57:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5285, top5_acc: 0.7746, loss_cls: 1.9604, loss: 1.9604, grad_norm: 3.8140 2021-06-17 12:32:04,011 - mmaction - INFO - Epoch [7][380/1879] lr: 2.000e-02, eta: 1 day, 4:57:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7801, loss_cls: 1.9272, loss: 1.9272, grad_norm: 3.7349 2021-06-17 12:32:15,137 - mmaction - INFO - Epoch [7][400/1879] lr: 2.000e-02, eta: 1 day, 4:56:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5246, top5_acc: 0.7703, loss_cls: 1.9745, loss: 1.9745, grad_norm: 3.9227 2021-06-17 12:32:26,265 - mmaction - INFO - Epoch [7][420/1879] lr: 2.000e-02, eta: 1 day, 4:56:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7770, loss_cls: 2.0135, loss: 2.0135, grad_norm: 3.8224 2021-06-17 12:32:37,415 - mmaction - INFO - Epoch [7][440/1879] lr: 2.000e-02, eta: 1 day, 4:56:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7453, loss_cls: 2.0360, loss: 2.0360, grad_norm: 3.7170 2021-06-17 12:32:48,558 - mmaction - INFO - Epoch [7][460/1879] lr: 2.000e-02, eta: 1 day, 4:55:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9628, loss: 1.9628, grad_norm: 3.8137 2021-06-17 12:32:59,699 - mmaction - INFO - Epoch [7][480/1879] lr: 2.000e-02, eta: 1 day, 4:55:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7684, loss_cls: 1.9720, loss: 1.9720, grad_norm: 3.8092 2021-06-17 12:33:10,840 - mmaction - INFO - Epoch [7][500/1879] lr: 2.000e-02, eta: 1 day, 4:55:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5426, top5_acc: 0.7793, loss_cls: 1.9729, loss: 1.9729, grad_norm: 3.7601 2021-06-17 12:33:21,980 - mmaction - INFO - Epoch [7][520/1879] lr: 2.000e-02, eta: 1 day, 4:54:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7715, loss_cls: 2.0006, loss: 2.0006, grad_norm: 3.8268 2021-06-17 12:33:33,113 - mmaction - INFO - Epoch [7][540/1879] lr: 2.000e-02, eta: 1 day, 4:54:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5340, top5_acc: 0.7648, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.7758 2021-06-17 12:33:44,252 - mmaction - INFO - Epoch [7][560/1879] lr: 2.000e-02, eta: 1 day, 4:54:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5066, top5_acc: 0.7551, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.7803 2021-06-17 12:33:55,394 - mmaction - INFO - Epoch [7][580/1879] lr: 2.000e-02, eta: 1 day, 4:53:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5316, top5_acc: 0.7719, loss_cls: 1.9713, loss: 1.9713, grad_norm: 3.7616 2021-06-17 12:34:06,536 - mmaction - INFO - Epoch [7][600/1879] lr: 2.000e-02, eta: 1 day, 4:53:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7738, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.7871 2021-06-17 12:34:17,661 - mmaction - INFO - Epoch [7][620/1879] lr: 2.000e-02, eta: 1 day, 4:52:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7746, loss_cls: 1.9881, loss: 1.9881, grad_norm: 3.8333 2021-06-17 12:34:28,800 - mmaction - INFO - Epoch [7][640/1879] lr: 2.000e-02, eta: 1 day, 4:52:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7738, loss_cls: 1.9590, loss: 1.9590, grad_norm: 3.8267 2021-06-17 12:34:39,950 - mmaction - INFO - Epoch [7][660/1879] lr: 2.000e-02, eta: 1 day, 4:52:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.8089 2021-06-17 12:34:51,100 - mmaction - INFO - Epoch [7][680/1879] lr: 2.000e-02, eta: 1 day, 4:51:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5223, top5_acc: 0.7777, loss_cls: 2.0195, loss: 2.0195, grad_norm: 3.9093 2021-06-17 12:35:02,247 - mmaction - INFO - Epoch [7][700/1879] lr: 2.000e-02, eta: 1 day, 4:51:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5426, top5_acc: 0.7723, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.8367 2021-06-17 12:35:13,388 - mmaction - INFO - Epoch [7][720/1879] lr: 2.000e-02, eta: 1 day, 4:51:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7691, loss_cls: 2.0405, loss: 2.0405, grad_norm: 3.8366 2021-06-17 12:35:24,524 - mmaction - INFO - Epoch [7][740/1879] lr: 2.000e-02, eta: 1 day, 4:50:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7809, loss_cls: 1.9552, loss: 1.9552, grad_norm: 3.8040 2021-06-17 12:35:35,669 - mmaction - INFO - Epoch [7][760/1879] lr: 2.000e-02, eta: 1 day, 4:50:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7535, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.8772 2021-06-17 12:35:46,830 - mmaction - INFO - Epoch [7][780/1879] lr: 2.000e-02, eta: 1 day, 4:50:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5238, top5_acc: 0.7652, loss_cls: 1.9988, loss: 1.9988, grad_norm: 3.8292 2021-06-17 12:35:57,983 - mmaction - INFO - Epoch [7][800/1879] lr: 2.000e-02, eta: 1 day, 4:49:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7668, loss_cls: 2.0248, loss: 2.0248, grad_norm: 3.7398 2021-06-17 12:36:09,133 - mmaction - INFO - Epoch [7][820/1879] lr: 2.000e-02, eta: 1 day, 4:49:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5340, top5_acc: 0.7688, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.7447 2021-06-17 12:36:20,256 - mmaction - INFO - Epoch [7][840/1879] lr: 2.000e-02, eta: 1 day, 4:48:58, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 2.0019, loss: 2.0019, grad_norm: 3.7817 2021-06-17 12:36:31,389 - mmaction - INFO - Epoch [7][860/1879] lr: 2.000e-02, eta: 1 day, 4:48:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7645, loss_cls: 2.0360, loss: 2.0360, grad_norm: 3.8208 2021-06-17 12:36:42,531 - mmaction - INFO - Epoch [7][880/1879] lr: 2.000e-02, eta: 1 day, 4:48:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9914, loss: 1.9914, grad_norm: 3.7153 2021-06-17 12:36:53,665 - mmaction - INFO - Epoch [7][900/1879] lr: 2.000e-02, eta: 1 day, 4:47:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 1.9980, loss: 1.9980, grad_norm: 3.8852 2021-06-17 12:37:04,802 - mmaction - INFO - Epoch [7][920/1879] lr: 2.000e-02, eta: 1 day, 4:47:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9492, loss: 1.9492, grad_norm: 3.7231 2021-06-17 12:37:15,952 - mmaction - INFO - Epoch [7][940/1879] lr: 2.000e-02, eta: 1 day, 4:47:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5309, top5_acc: 0.7734, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.7798 2021-06-17 12:37:27,080 - mmaction - INFO - Epoch [7][960/1879] lr: 2.000e-02, eta: 1 day, 4:46:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7688, loss_cls: 2.0422, loss: 2.0422, grad_norm: 3.9410 2021-06-17 12:37:38,234 - mmaction - INFO - Epoch [7][980/1879] lr: 2.000e-02, eta: 1 day, 4:46:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5316, top5_acc: 0.7789, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.7517 2021-06-17 12:37:49,384 - mmaction - INFO - Epoch [7][1000/1879] lr: 2.000e-02, eta: 1 day, 4:46:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5395, top5_acc: 0.7879, loss_cls: 1.9503, loss: 1.9503, grad_norm: 3.7447 2021-06-17 12:38:00,532 - mmaction - INFO - Epoch [7][1020/1879] lr: 2.000e-02, eta: 1 day, 4:45:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5090, top5_acc: 0.7699, loss_cls: 2.0105, loss: 2.0105, grad_norm: 3.7435 2021-06-17 12:38:11,676 - mmaction - INFO - Epoch [7][1040/1879] lr: 2.000e-02, eta: 1 day, 4:45:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5191, top5_acc: 0.7699, loss_cls: 2.0049, loss: 2.0049, grad_norm: 3.7735 2021-06-17 12:38:22,806 - mmaction - INFO - Epoch [7][1060/1879] lr: 2.000e-02, eta: 1 day, 4:45:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7672, loss_cls: 2.0301, loss: 2.0301, grad_norm: 3.8556 2021-06-17 12:38:33,946 - mmaction - INFO - Epoch [7][1080/1879] lr: 2.000e-02, eta: 1 day, 4:44:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7773, loss_cls: 1.9396, loss: 1.9396, grad_norm: 3.8039 2021-06-17 12:38:45,069 - mmaction - INFO - Epoch [7][1100/1879] lr: 2.000e-02, eta: 1 day, 4:44:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5371, top5_acc: 0.7758, loss_cls: 1.9568, loss: 1.9568, grad_norm: 3.6800 2021-06-17 12:38:56,226 - mmaction - INFO - Epoch [7][1120/1879] lr: 2.000e-02, eta: 1 day, 4:44:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5285, top5_acc: 0.7641, loss_cls: 2.0127, loss: 2.0127, grad_norm: 3.8491 2021-06-17 12:39:07,326 - mmaction - INFO - Epoch [7][1140/1879] lr: 2.000e-02, eta: 1 day, 4:43:40, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0221, loss: 2.0221, grad_norm: 3.8425 2021-06-17 12:39:18,483 - mmaction - INFO - Epoch [7][1160/1879] lr: 2.000e-02, eta: 1 day, 4:43:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.8008, loss_cls: 1.8638, loss: 1.8638, grad_norm: 3.7299 2021-06-17 12:39:29,629 - mmaction - INFO - Epoch [7][1180/1879] lr: 2.000e-02, eta: 1 day, 4:42:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5191, top5_acc: 0.7777, loss_cls: 2.0033, loss: 2.0033, grad_norm: 3.8251 2021-06-17 12:39:40,758 - mmaction - INFO - Epoch [7][1200/1879] lr: 2.000e-02, eta: 1 day, 4:42:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7711, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.9377 2021-06-17 12:39:51,897 - mmaction - INFO - Epoch [7][1220/1879] lr: 2.000e-02, eta: 1 day, 4:42:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5207, top5_acc: 0.7762, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.7834 2021-06-17 12:40:03,082 - mmaction - INFO - Epoch [7][1240/1879] lr: 2.000e-02, eta: 1 day, 4:41:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7633, loss_cls: 2.0465, loss: 2.0465, grad_norm: 3.6880 2021-06-17 12:40:14,209 - mmaction - INFO - Epoch [7][1260/1879] lr: 2.000e-02, eta: 1 day, 4:41:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7742, loss_cls: 1.9940, loss: 1.9940, grad_norm: 3.7598 2021-06-17 12:40:25,357 - mmaction - INFO - Epoch [7][1280/1879] lr: 2.000e-02, eta: 1 day, 4:41:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 1.9890, loss: 1.9890, grad_norm: 3.7608 2021-06-17 12:40:36,487 - mmaction - INFO - Epoch [7][1300/1879] lr: 2.000e-02, eta: 1 day, 4:40:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5301, top5_acc: 0.7824, loss_cls: 1.9606, loss: 1.9606, grad_norm: 3.7339 2021-06-17 12:40:47,630 - mmaction - INFO - Epoch [7][1320/1879] lr: 2.000e-02, eta: 1 day, 4:40:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5082, top5_acc: 0.7551, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.8192 2021-06-17 12:40:58,770 - mmaction - INFO - Epoch [7][1340/1879] lr: 2.000e-02, eta: 1 day, 4:40:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7590, loss_cls: 2.0191, loss: 2.0191, grad_norm: 3.6940 2021-06-17 12:41:09,899 - mmaction - INFO - Epoch [7][1360/1879] lr: 2.000e-02, eta: 1 day, 4:39:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9555, loss: 1.9555, grad_norm: 3.7831 2021-06-17 12:41:21,037 - mmaction - INFO - Epoch [7][1380/1879] lr: 2.000e-02, eta: 1 day, 4:39:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7910, loss_cls: 1.8625, loss: 1.8625, grad_norm: 3.7117 2021-06-17 12:41:32,177 - mmaction - INFO - Epoch [7][1400/1879] lr: 2.000e-02, eta: 1 day, 4:39:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5293, top5_acc: 0.7746, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.7935 2021-06-17 12:41:43,339 - mmaction - INFO - Epoch [7][1420/1879] lr: 2.000e-02, eta: 1 day, 4:38:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9971, loss: 1.9971, grad_norm: 3.7949 2021-06-17 12:41:54,495 - mmaction - INFO - Epoch [7][1440/1879] lr: 2.000e-02, eta: 1 day, 4:38:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9987, loss: 1.9987, grad_norm: 3.7806 2021-06-17 12:42:05,654 - mmaction - INFO - Epoch [7][1460/1879] lr: 2.000e-02, eta: 1 day, 4:38:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0376, loss: 2.0376, grad_norm: 3.8353 2021-06-17 12:42:16,791 - mmaction - INFO - Epoch [7][1480/1879] lr: 2.000e-02, eta: 1 day, 4:37:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7719, loss_cls: 1.9893, loss: 1.9893, grad_norm: 3.7591 2021-06-17 12:42:27,916 - mmaction - INFO - Epoch [7][1500/1879] lr: 2.000e-02, eta: 1 day, 4:37:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7820, loss_cls: 1.9620, loss: 1.9620, grad_norm: 3.7656 2021-06-17 12:42:39,073 - mmaction - INFO - Epoch [7][1520/1879] lr: 2.000e-02, eta: 1 day, 4:37:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5324, top5_acc: 0.7812, loss_cls: 1.9502, loss: 1.9502, grad_norm: 3.7435 2021-06-17 12:42:50,210 - mmaction - INFO - Epoch [7][1540/1879] lr: 2.000e-02, eta: 1 day, 4:36:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7773, loss_cls: 1.9748, loss: 1.9748, grad_norm: 3.6970 2021-06-17 12:43:01,359 - mmaction - INFO - Epoch [7][1560/1879] lr: 2.000e-02, eta: 1 day, 4:36:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5246, top5_acc: 0.7672, loss_cls: 2.0398, loss: 2.0398, grad_norm: 3.8483 2021-06-17 12:43:12,485 - mmaction - INFO - Epoch [7][1580/1879] lr: 2.000e-02, eta: 1 day, 4:36:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5441, top5_acc: 0.7898, loss_cls: 1.9291, loss: 1.9291, grad_norm: 3.7819 2021-06-17 12:43:23,631 - mmaction - INFO - Epoch [7][1600/1879] lr: 2.000e-02, eta: 1 day, 4:35:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7859, loss_cls: 1.9410, loss: 1.9410, grad_norm: 3.7624 2021-06-17 12:43:34,793 - mmaction - INFO - Epoch [7][1620/1879] lr: 2.000e-02, eta: 1 day, 4:35:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7543, loss_cls: 2.0396, loss: 2.0396, grad_norm: 3.6093 2021-06-17 12:43:45,935 - mmaction - INFO - Epoch [7][1640/1879] lr: 2.000e-02, eta: 1 day, 4:35:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7836, loss_cls: 1.8894, loss: 1.8894, grad_norm: 3.6670 2021-06-17 12:43:57,131 - mmaction - INFO - Epoch [7][1660/1879] lr: 2.000e-02, eta: 1 day, 4:34:48, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7750, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.8037 2021-06-17 12:44:08,237 - mmaction - INFO - Epoch [7][1680/1879] lr: 2.000e-02, eta: 1 day, 4:34:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7801, loss_cls: 1.9281, loss: 1.9281, grad_norm: 3.6954 2021-06-17 12:44:19,393 - mmaction - INFO - Epoch [7][1700/1879] lr: 2.000e-02, eta: 1 day, 4:34:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7805, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.8208 2021-06-17 12:44:30,527 - mmaction - INFO - Epoch [7][1720/1879] lr: 2.000e-02, eta: 1 day, 4:33:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5402, top5_acc: 0.7844, loss_cls: 1.9486, loss: 1.9486, grad_norm: 3.7801 2021-06-17 12:44:41,668 - mmaction - INFO - Epoch [7][1740/1879] lr: 2.000e-02, eta: 1 day, 4:33:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7574, loss_cls: 2.0040, loss: 2.0040, grad_norm: 3.7077 2021-06-17 12:44:52,802 - mmaction - INFO - Epoch [7][1760/1879] lr: 2.000e-02, eta: 1 day, 4:33:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7668, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.7362 2021-06-17 12:45:03,979 - mmaction - INFO - Epoch [7][1780/1879] lr: 2.000e-02, eta: 1 day, 4:32:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5176, top5_acc: 0.7672, loss_cls: 2.0050, loss: 2.0050, grad_norm: 3.7613 2021-06-17 12:45:15,103 - mmaction - INFO - Epoch [7][1800/1879] lr: 2.000e-02, eta: 1 day, 4:32:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7695, loss_cls: 2.0095, loss: 2.0095, grad_norm: 3.7033 2021-06-17 12:45:26,246 - mmaction - INFO - Epoch [7][1820/1879] lr: 2.000e-02, eta: 1 day, 4:32:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9623, loss: 1.9623, grad_norm: 3.6635 2021-06-17 12:45:37,408 - mmaction - INFO - Epoch [7][1840/1879] lr: 2.000e-02, eta: 1 day, 4:31:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7691, loss_cls: 1.9599, loss: 1.9599, grad_norm: 3.7127 2021-06-17 12:45:48,556 - mmaction - INFO - Epoch [7][1860/1879] lr: 2.000e-02, eta: 1 day, 4:31:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5199, top5_acc: 0.7707, loss_cls: 2.0113, loss: 2.0113, grad_norm: 3.8547 2021-06-17 12:46:00,284 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-06-17 12:47:17,449 - mmaction - INFO - Epoch [8][20/1879] lr: 2.000e-02, eta: 1 day, 4:43:00, time: 3.839, data_time: 3.230, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7906, loss_cls: 1.8803, loss: 1.8803, grad_norm: 3.6707 2021-06-17 12:47:28,579 - mmaction - INFO - Epoch [8][40/1879] lr: 2.000e-02, eta: 1 day, 4:42:38, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.5316, top5_acc: 0.8055, loss_cls: 1.8779, loss: 1.8779, grad_norm: 3.7178 2021-06-17 12:47:39,693 - mmaction - INFO - Epoch [8][60/1879] lr: 2.000e-02, eta: 1 day, 4:42:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7820, loss_cls: 1.9165, loss: 1.9165, grad_norm: 3.7238 2021-06-17 12:47:50,790 - mmaction - INFO - Epoch [8][80/1879] lr: 2.000e-02, eta: 1 day, 4:41:55, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5457, top5_acc: 0.7898, loss_cls: 1.8816, loss: 1.8816, grad_norm: 3.7437 2021-06-17 12:48:01,903 - mmaction - INFO - Epoch [8][100/1879] lr: 2.000e-02, eta: 1 day, 4:41:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.7209 2021-06-17 12:48:13,043 - mmaction - INFO - Epoch [8][120/1879] lr: 2.000e-02, eta: 1 day, 4:41:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7891, loss_cls: 1.8997, loss: 1.8997, grad_norm: 3.8449 2021-06-17 12:48:24,142 - mmaction - INFO - Epoch [8][140/1879] lr: 2.000e-02, eta: 1 day, 4:40:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7887, loss_cls: 1.8623, loss: 1.8623, grad_norm: 3.6420 2021-06-17 12:48:35,285 - mmaction - INFO - Epoch [8][160/1879] lr: 2.000e-02, eta: 1 day, 4:40:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5363, top5_acc: 0.7770, loss_cls: 1.9615, loss: 1.9615, grad_norm: 3.8683 2021-06-17 12:48:46,407 - mmaction - INFO - Epoch [8][180/1879] lr: 2.000e-02, eta: 1 day, 4:40:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5449, top5_acc: 0.7840, loss_cls: 1.9305, loss: 1.9305, grad_norm: 3.7969 2021-06-17 12:48:57,548 - mmaction - INFO - Epoch [8][200/1879] lr: 2.000e-02, eta: 1 day, 4:39:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7875, loss_cls: 1.8893, loss: 1.8893, grad_norm: 3.7277 2021-06-17 12:49:08,690 - mmaction - INFO - Epoch [8][220/1879] lr: 2.000e-02, eta: 1 day, 4:39:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.8061, loss: 1.8061, grad_norm: 3.7614 2021-06-17 12:49:19,851 - mmaction - INFO - Epoch [8][240/1879] lr: 2.000e-02, eta: 1 day, 4:39:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9292, loss: 1.9292, grad_norm: 3.8254 2021-06-17 12:49:31,006 - mmaction - INFO - Epoch [8][260/1879] lr: 2.000e-02, eta: 1 day, 4:38:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5379, top5_acc: 0.7633, loss_cls: 1.9566, loss: 1.9566, grad_norm: 3.8450 2021-06-17 12:49:42,149 - mmaction - INFO - Epoch [8][280/1879] lr: 2.000e-02, eta: 1 day, 4:38:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7844, loss_cls: 1.8808, loss: 1.8808, grad_norm: 3.7964 2021-06-17 12:49:53,294 - mmaction - INFO - Epoch [8][300/1879] lr: 2.000e-02, eta: 1 day, 4:38:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7766, loss_cls: 1.9993, loss: 1.9993, grad_norm: 3.9006 2021-06-17 12:50:04,452 - mmaction - INFO - Epoch [8][320/1879] lr: 2.000e-02, eta: 1 day, 4:37:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5371, top5_acc: 0.7859, loss_cls: 1.9169, loss: 1.9169, grad_norm: 3.8547 2021-06-17 12:50:15,587 - mmaction - INFO - Epoch [8][340/1879] lr: 2.000e-02, eta: 1 day, 4:37:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7766, loss_cls: 1.9364, loss: 1.9364, grad_norm: 3.8369 2021-06-17 12:50:26,717 - mmaction - INFO - Epoch [8][360/1879] lr: 2.000e-02, eta: 1 day, 4:37:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5512, top5_acc: 0.7734, loss_cls: 1.9313, loss: 1.9313, grad_norm: 3.6972 2021-06-17 12:50:37,837 - mmaction - INFO - Epoch [8][380/1879] lr: 2.000e-02, eta: 1 day, 4:36:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5340, top5_acc: 0.7750, loss_cls: 1.9465, loss: 1.9465, grad_norm: 3.7139 2021-06-17 12:50:48,988 - mmaction - INFO - Epoch [8][400/1879] lr: 2.000e-02, eta: 1 day, 4:36:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5395, top5_acc: 0.7707, loss_cls: 1.9705, loss: 1.9705, grad_norm: 3.8674 2021-06-17 12:51:00,111 - mmaction - INFO - Epoch [8][420/1879] lr: 2.000e-02, eta: 1 day, 4:36:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7859, loss_cls: 1.8998, loss: 1.8998, grad_norm: 3.7531 2021-06-17 12:51:11,257 - mmaction - INFO - Epoch [8][440/1879] lr: 2.000e-02, eta: 1 day, 4:35:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5410, top5_acc: 0.7879, loss_cls: 1.9311, loss: 1.9311, grad_norm: 3.8686 2021-06-17 12:51:22,403 - mmaction - INFO - Epoch [8][460/1879] lr: 2.000e-02, eta: 1 day, 4:35:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7930, loss_cls: 1.8868, loss: 1.8868, grad_norm: 3.8879 2021-06-17 12:51:33,549 - mmaction - INFO - Epoch [8][480/1879] lr: 2.000e-02, eta: 1 day, 4:35:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 1.9851, loss: 1.9851, grad_norm: 3.7566 2021-06-17 12:51:44,676 - mmaction - INFO - Epoch [8][500/1879] lr: 2.000e-02, eta: 1 day, 4:34:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7871, loss_cls: 1.8656, loss: 1.8656, grad_norm: 3.7318 2021-06-17 12:51:55,827 - mmaction - INFO - Epoch [8][520/1879] lr: 2.000e-02, eta: 1 day, 4:34:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7812, loss_cls: 1.9413, loss: 1.9413, grad_norm: 3.7707 2021-06-17 12:52:06,952 - mmaction - INFO - Epoch [8][540/1879] lr: 2.000e-02, eta: 1 day, 4:34:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5277, top5_acc: 0.7848, loss_cls: 1.9476, loss: 1.9476, grad_norm: 3.8836 2021-06-17 12:52:18,094 - mmaction - INFO - Epoch [8][560/1879] lr: 2.000e-02, eta: 1 day, 4:33:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5332, top5_acc: 0.7848, loss_cls: 1.9184, loss: 1.9184, grad_norm: 3.7068 2021-06-17 12:52:29,236 - mmaction - INFO - Epoch [8][580/1879] lr: 2.000e-02, eta: 1 day, 4:33:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7715, loss_cls: 2.0374, loss: 2.0374, grad_norm: 3.8735 2021-06-17 12:52:40,384 - mmaction - INFO - Epoch [8][600/1879] lr: 2.000e-02, eta: 1 day, 4:33:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 1.9670, loss: 1.9670, grad_norm: 3.7769 2021-06-17 12:52:51,521 - mmaction - INFO - Epoch [8][620/1879] lr: 2.000e-02, eta: 1 day, 4:32:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5348, top5_acc: 0.7836, loss_cls: 1.9144, loss: 1.9144, grad_norm: 3.8144 2021-06-17 12:53:02,672 - mmaction - INFO - Epoch [8][640/1879] lr: 2.000e-02, eta: 1 day, 4:32:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5254, top5_acc: 0.7715, loss_cls: 1.9799, loss: 1.9799, grad_norm: 3.9004 2021-06-17 12:53:13,818 - mmaction - INFO - Epoch [8][660/1879] lr: 2.000e-02, eta: 1 day, 4:32:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7793, loss_cls: 1.9335, loss: 1.9335, grad_norm: 3.7436 2021-06-17 12:53:24,965 - mmaction - INFO - Epoch [8][680/1879] lr: 2.000e-02, eta: 1 day, 4:31:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7816, loss_cls: 1.9830, loss: 1.9830, grad_norm: 3.7669 2021-06-17 12:53:36,112 - mmaction - INFO - Epoch [8][700/1879] lr: 2.000e-02, eta: 1 day, 4:31:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5246, top5_acc: 0.7777, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.8229 2021-06-17 12:53:47,269 - mmaction - INFO - Epoch [8][720/1879] lr: 2.000e-02, eta: 1 day, 4:31:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5332, top5_acc: 0.7945, loss_cls: 1.9236, loss: 1.9236, grad_norm: 3.9084 2021-06-17 12:53:58,425 - mmaction - INFO - Epoch [8][740/1879] lr: 2.000e-02, eta: 1 day, 4:30:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5191, top5_acc: 0.7625, loss_cls: 2.0415, loss: 2.0415, grad_norm: 3.7704 2021-06-17 12:54:09,558 - mmaction - INFO - Epoch [8][760/1879] lr: 2.000e-02, eta: 1 day, 4:30:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5340, top5_acc: 0.7805, loss_cls: 1.9486, loss: 1.9486, grad_norm: 3.7116 2021-06-17 12:54:20,706 - mmaction - INFO - Epoch [8][780/1879] lr: 2.000e-02, eta: 1 day, 4:30:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7871, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.7246 2021-06-17 12:54:31,856 - mmaction - INFO - Epoch [8][800/1879] lr: 2.000e-02, eta: 1 day, 4:29:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7844, loss_cls: 1.9158, loss: 1.9158, grad_norm: 3.8203 2021-06-17 12:54:43,008 - mmaction - INFO - Epoch [8][820/1879] lr: 2.000e-02, eta: 1 day, 4:29:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7914, loss_cls: 1.9092, loss: 1.9092, grad_norm: 3.7947 2021-06-17 12:54:54,163 - mmaction - INFO - Epoch [8][840/1879] lr: 2.000e-02, eta: 1 day, 4:29:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7801, loss_cls: 1.9283, loss: 1.9283, grad_norm: 3.7529 2021-06-17 12:55:05,303 - mmaction - INFO - Epoch [8][860/1879] lr: 2.000e-02, eta: 1 day, 4:28:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5410, top5_acc: 0.7836, loss_cls: 1.9107, loss: 1.9107, grad_norm: 3.7454 2021-06-17 12:55:16,467 - mmaction - INFO - Epoch [8][880/1879] lr: 2.000e-02, eta: 1 day, 4:28:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0076, loss: 2.0076, grad_norm: 3.8002 2021-06-17 12:55:27,617 - mmaction - INFO - Epoch [8][900/1879] lr: 2.000e-02, eta: 1 day, 4:28:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5293, top5_acc: 0.7734, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.6406 2021-06-17 12:55:38,774 - mmaction - INFO - Epoch [8][920/1879] lr: 2.000e-02, eta: 1 day, 4:27:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9636, loss: 1.9636, grad_norm: 3.7046 2021-06-17 12:55:49,909 - mmaction - INFO - Epoch [8][940/1879] lr: 2.000e-02, eta: 1 day, 4:27:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7793, loss_cls: 1.9350, loss: 1.9350, grad_norm: 3.7013 2021-06-17 12:56:01,049 - mmaction - INFO - Epoch [8][960/1879] lr: 2.000e-02, eta: 1 day, 4:27:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7914, loss_cls: 1.8943, loss: 1.8943, grad_norm: 3.6269 2021-06-17 12:56:12,205 - mmaction - INFO - Epoch [8][980/1879] lr: 2.000e-02, eta: 1 day, 4:26:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7957, loss_cls: 1.8895, loss: 1.8895, grad_norm: 3.8011 2021-06-17 12:56:23,344 - mmaction - INFO - Epoch [8][1000/1879] lr: 2.000e-02, eta: 1 day, 4:26:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 2.0014, loss: 2.0014, grad_norm: 3.7823 2021-06-17 12:56:34,491 - mmaction - INFO - Epoch [8][1020/1879] lr: 2.000e-02, eta: 1 day, 4:26:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5348, top5_acc: 0.7773, loss_cls: 1.9953, loss: 1.9953, grad_norm: 3.8103 2021-06-17 12:56:45,635 - mmaction - INFO - Epoch [8][1040/1879] lr: 2.000e-02, eta: 1 day, 4:25:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7750, loss_cls: 1.9496, loss: 1.9496, grad_norm: 3.7282 2021-06-17 12:56:56,790 - mmaction - INFO - Epoch [8][1060/1879] lr: 2.000e-02, eta: 1 day, 4:25:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7855, loss_cls: 1.9343, loss: 1.9343, grad_norm: 3.7717 2021-06-17 12:57:07,962 - mmaction - INFO - Epoch [8][1080/1879] lr: 2.000e-02, eta: 1 day, 4:25:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7957, loss_cls: 1.9225, loss: 1.9225, grad_norm: 3.7217 2021-06-17 12:57:19,116 - mmaction - INFO - Epoch [8][1100/1879] lr: 2.000e-02, eta: 1 day, 4:24:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5230, top5_acc: 0.7773, loss_cls: 1.9884, loss: 1.9884, grad_norm: 3.7313 2021-06-17 12:57:30,253 - mmaction - INFO - Epoch [8][1120/1879] lr: 2.000e-02, eta: 1 day, 4:24:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5238, top5_acc: 0.7730, loss_cls: 1.9474, loss: 1.9474, grad_norm: 3.7393 2021-06-17 12:57:41,405 - mmaction - INFO - Epoch [8][1140/1879] lr: 2.000e-02, eta: 1 day, 4:24:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5426, top5_acc: 0.7816, loss_cls: 1.9278, loss: 1.9278, grad_norm: 3.7661 2021-06-17 12:57:52,547 - mmaction - INFO - Epoch [8][1160/1879] lr: 2.000e-02, eta: 1 day, 4:23:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5457, top5_acc: 0.8031, loss_cls: 1.8495, loss: 1.8495, grad_norm: 3.7373 2021-06-17 12:58:03,704 - mmaction - INFO - Epoch [8][1180/1879] lr: 2.000e-02, eta: 1 day, 4:23:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7859, loss_cls: 1.9003, loss: 1.9003, grad_norm: 3.7052 2021-06-17 12:58:14,861 - mmaction - INFO - Epoch [8][1200/1879] lr: 2.000e-02, eta: 1 day, 4:23:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7785, loss_cls: 1.9652, loss: 1.9652, grad_norm: 3.8324 2021-06-17 12:58:26,006 - mmaction - INFO - Epoch [8][1220/1879] lr: 2.000e-02, eta: 1 day, 4:22:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8787, loss: 1.8787, grad_norm: 3.6743 2021-06-17 12:58:37,148 - mmaction - INFO - Epoch [8][1240/1879] lr: 2.000e-02, eta: 1 day, 4:22:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5496, top5_acc: 0.7703, loss_cls: 1.9403, loss: 1.9403, grad_norm: 3.7716 2021-06-17 12:58:48,297 - mmaction - INFO - Epoch [8][1260/1879] lr: 2.000e-02, eta: 1 day, 4:22:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7621, loss_cls: 1.9802, loss: 1.9802, grad_norm: 3.7437 2021-06-17 12:58:59,434 - mmaction - INFO - Epoch [8][1280/1879] lr: 2.000e-02, eta: 1 day, 4:21:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 1.9640, loss: 1.9640, grad_norm: 3.8130 2021-06-17 12:59:10,570 - mmaction - INFO - Epoch [8][1300/1879] lr: 2.000e-02, eta: 1 day, 4:21:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7770, loss_cls: 1.9925, loss: 1.9925, grad_norm: 3.8318 2021-06-17 12:59:21,724 - mmaction - INFO - Epoch [8][1320/1879] lr: 2.000e-02, eta: 1 day, 4:21:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5371, top5_acc: 0.7809, loss_cls: 1.9173, loss: 1.9173, grad_norm: 3.8741 2021-06-17 12:59:32,889 - mmaction - INFO - Epoch [8][1340/1879] lr: 2.000e-02, eta: 1 day, 4:20:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5410, top5_acc: 0.7742, loss_cls: 1.9427, loss: 1.9427, grad_norm: 3.8091 2021-06-17 12:59:44,040 - mmaction - INFO - Epoch [8][1360/1879] lr: 2.000e-02, eta: 1 day, 4:20:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5473, top5_acc: 0.7824, loss_cls: 1.9019, loss: 1.9019, grad_norm: 3.7502 2021-06-17 12:59:55,183 - mmaction - INFO - Epoch [8][1380/1879] lr: 2.000e-02, eta: 1 day, 4:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5301, top5_acc: 0.7738, loss_cls: 1.9567, loss: 1.9567, grad_norm: 3.7373 2021-06-17 13:00:06,378 - mmaction - INFO - Epoch [8][1400/1879] lr: 2.000e-02, eta: 1 day, 4:19:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7848, loss_cls: 1.9310, loss: 1.9310, grad_norm: 3.6889 2021-06-17 13:00:17,510 - mmaction - INFO - Epoch [8][1420/1879] lr: 2.000e-02, eta: 1 day, 4:19:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7707, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.8209 2021-06-17 13:00:28,652 - mmaction - INFO - Epoch [8][1440/1879] lr: 2.000e-02, eta: 1 day, 4:19:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7707, loss_cls: 1.9875, loss: 1.9875, grad_norm: 3.8016 2021-06-17 13:00:39,798 - mmaction - INFO - Epoch [8][1460/1879] lr: 2.000e-02, eta: 1 day, 4:18:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5551, top5_acc: 0.7770, loss_cls: 1.8994, loss: 1.8994, grad_norm: 3.6353 2021-06-17 13:00:50,952 - mmaction - INFO - Epoch [8][1480/1879] lr: 2.000e-02, eta: 1 day, 4:18:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7766, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.7578 2021-06-17 13:01:02,101 - mmaction - INFO - Epoch [8][1500/1879] lr: 2.000e-02, eta: 1 day, 4:18:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7816, loss_cls: 1.9775, loss: 1.9775, grad_norm: 3.7827 2021-06-17 13:01:13,248 - mmaction - INFO - Epoch [8][1520/1879] lr: 2.000e-02, eta: 1 day, 4:18:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5379, top5_acc: 0.7883, loss_cls: 1.9032, loss: 1.9032, grad_norm: 3.7466 2021-06-17 13:01:24,387 - mmaction - INFO - Epoch [8][1540/1879] lr: 2.000e-02, eta: 1 day, 4:17:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5395, top5_acc: 0.7875, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.7352 2021-06-17 13:01:35,532 - mmaction - INFO - Epoch [8][1560/1879] lr: 2.000e-02, eta: 1 day, 4:17:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7898, loss_cls: 1.9274, loss: 1.9274, grad_norm: 3.6142 2021-06-17 13:01:46,668 - mmaction - INFO - Epoch [8][1580/1879] lr: 2.000e-02, eta: 1 day, 4:17:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5246, top5_acc: 0.7836, loss_cls: 1.9199, loss: 1.9199, grad_norm: 3.7190 2021-06-17 13:01:57,819 - mmaction - INFO - Epoch [8][1600/1879] lr: 2.000e-02, eta: 1 day, 4:16:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7848, loss_cls: 1.8822, loss: 1.8822, grad_norm: 3.6731 2021-06-17 13:02:08,964 - mmaction - INFO - Epoch [8][1620/1879] lr: 2.000e-02, eta: 1 day, 4:16:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5332, top5_acc: 0.7688, loss_cls: 1.9709, loss: 1.9709, grad_norm: 3.7598 2021-06-17 13:02:20,151 - mmaction - INFO - Epoch [8][1640/1879] lr: 2.000e-02, eta: 1 day, 4:16:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7809, loss_cls: 1.9312, loss: 1.9312, grad_norm: 3.7124 2021-06-17 13:02:31,304 - mmaction - INFO - Epoch [8][1660/1879] lr: 2.000e-02, eta: 1 day, 4:15:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7930, loss_cls: 1.8698, loss: 1.8698, grad_norm: 3.6537 2021-06-17 13:02:42,481 - mmaction - INFO - Epoch [8][1680/1879] lr: 2.000e-02, eta: 1 day, 4:15:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5410, top5_acc: 0.7926, loss_cls: 1.9014, loss: 1.9014, grad_norm: 3.7266 2021-06-17 13:02:53,620 - mmaction - INFO - Epoch [8][1700/1879] lr: 2.000e-02, eta: 1 day, 4:15:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7793, loss_cls: 1.9551, loss: 1.9551, grad_norm: 3.7587 2021-06-17 13:03:04,761 - mmaction - INFO - Epoch [8][1720/1879] lr: 2.000e-02, eta: 1 day, 4:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5535, top5_acc: 0.7898, loss_cls: 1.9021, loss: 1.9021, grad_norm: 3.7390 2021-06-17 13:03:15,925 - mmaction - INFO - Epoch [8][1740/1879] lr: 2.000e-02, eta: 1 day, 4:14:34, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7859, loss_cls: 1.8881, loss: 1.8881, grad_norm: 3.7347 2021-06-17 13:03:27,069 - mmaction - INFO - Epoch [8][1760/1879] lr: 2.000e-02, eta: 1 day, 4:14:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7785, loss_cls: 1.9614, loss: 1.9614, grad_norm: 3.8374 2021-06-17 13:03:38,204 - mmaction - INFO - Epoch [8][1780/1879] lr: 2.000e-02, eta: 1 day, 4:13:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5402, top5_acc: 0.7891, loss_cls: 1.9211, loss: 1.9211, grad_norm: 3.7728 2021-06-17 13:03:49,330 - mmaction - INFO - Epoch [8][1800/1879] lr: 2.000e-02, eta: 1 day, 4:13:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7934, loss_cls: 1.8541, loss: 1.8541, grad_norm: 3.6986 2021-06-17 13:04:00,475 - mmaction - INFO - Epoch [8][1820/1879] lr: 2.000e-02, eta: 1 day, 4:13:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9479, loss: 1.9479, grad_norm: 3.7550 2021-06-17 13:04:11,628 - mmaction - INFO - Epoch [8][1840/1879] lr: 2.000e-02, eta: 1 day, 4:13:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7926, loss_cls: 1.8750, loss: 1.8750, grad_norm: 3.6890 2021-06-17 13:04:22,790 - mmaction - INFO - Epoch [8][1860/1879] lr: 2.000e-02, eta: 1 day, 4:12:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7941, loss_cls: 1.8725, loss: 1.8725, grad_norm: 3.7150 2021-06-17 13:04:34,787 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-06-17 13:05:51,690 - mmaction - INFO - Epoch [9][20/1879] lr: 2.000e-02, eta: 1 day, 4:22:34, time: 3.825, data_time: 3.237, memory: 7080, top1_acc: 0.5598, top5_acc: 0.8090, loss_cls: 1.8030, loss: 1.8030, grad_norm: 3.7416 2021-06-17 13:06:02,879 - mmaction - INFO - Epoch [9][40/1879] lr: 2.000e-02, eta: 1 day, 4:22:15, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.5613, top5_acc: 0.7957, loss_cls: 1.8128, loss: 1.8128, grad_norm: 3.7607 2021-06-17 13:06:13,996 - mmaction - INFO - Epoch [9][60/1879] lr: 2.000e-02, eta: 1 day, 4:21:55, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7980, loss_cls: 1.8545, loss: 1.8545, grad_norm: 3.7862 2021-06-17 13:06:25,119 - mmaction - INFO - Epoch [9][80/1879] lr: 2.000e-02, eta: 1 day, 4:21:35, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5410, top5_acc: 0.7930, loss_cls: 1.8966, loss: 1.8966, grad_norm: 3.7742 2021-06-17 13:06:36,244 - mmaction - INFO - Epoch [9][100/1879] lr: 2.000e-02, eta: 1 day, 4:21:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5496, top5_acc: 0.7918, loss_cls: 1.8930, loss: 1.8930, grad_norm: 3.7680 2021-06-17 13:06:47,387 - mmaction - INFO - Epoch [9][120/1879] lr: 2.000e-02, eta: 1 day, 4:20:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.8023, loss_cls: 1.8144, loss: 1.8144, grad_norm: 3.7201 2021-06-17 13:06:58,517 - mmaction - INFO - Epoch [9][140/1879] lr: 2.000e-02, eta: 1 day, 4:20:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.7914, loss_cls: 1.8385, loss: 1.8385, grad_norm: 3.5991 2021-06-17 13:07:09,662 - mmaction - INFO - Epoch [9][160/1879] lr: 2.000e-02, eta: 1 day, 4:20:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5457, top5_acc: 0.7957, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.8387 2021-06-17 13:07:20,786 - mmaction - INFO - Epoch [9][180/1879] lr: 2.000e-02, eta: 1 day, 4:19:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7824, loss_cls: 1.8977, loss: 1.8977, grad_norm: 3.7690 2021-06-17 13:07:31,917 - mmaction - INFO - Epoch [9][200/1879] lr: 2.000e-02, eta: 1 day, 4:19:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7945, loss_cls: 1.8736, loss: 1.8736, grad_norm: 3.7660 2021-06-17 13:07:43,062 - mmaction - INFO - Epoch [9][220/1879] lr: 2.000e-02, eta: 1 day, 4:19:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8066, loss_cls: 1.8091, loss: 1.8091, grad_norm: 3.7842 2021-06-17 13:07:54,231 - mmaction - INFO - Epoch [9][240/1879] lr: 2.000e-02, eta: 1 day, 4:18:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5457, top5_acc: 0.7918, loss_cls: 1.8662, loss: 1.8662, grad_norm: 3.7219 2021-06-17 13:08:05,368 - mmaction - INFO - Epoch [9][260/1879] lr: 2.000e-02, eta: 1 day, 4:18:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7957, loss_cls: 1.8766, loss: 1.8766, grad_norm: 3.8152 2021-06-17 13:08:16,506 - mmaction - INFO - Epoch [9][280/1879] lr: 2.000e-02, eta: 1 day, 4:18:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8008, loss_cls: 1.8308, loss: 1.8308, grad_norm: 3.7845 2021-06-17 13:08:27,636 - mmaction - INFO - Epoch [9][300/1879] lr: 2.000e-02, eta: 1 day, 4:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8047, loss_cls: 1.8461, loss: 1.8461, grad_norm: 3.7815 2021-06-17 13:08:38,781 - mmaction - INFO - Epoch [9][320/1879] lr: 2.000e-02, eta: 1 day, 4:17:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7836, loss_cls: 1.9097, loss: 1.9097, grad_norm: 3.8024 2021-06-17 13:08:49,924 - mmaction - INFO - Epoch [9][340/1879] lr: 2.000e-02, eta: 1 day, 4:17:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7742, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.8070 2021-06-17 13:09:01,062 - mmaction - INFO - Epoch [9][360/1879] lr: 2.000e-02, eta: 1 day, 4:17:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7910, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.7789 2021-06-17 13:09:12,217 - mmaction - INFO - Epoch [9][380/1879] lr: 2.000e-02, eta: 1 day, 4:16:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7953, loss_cls: 1.9025, loss: 1.9025, grad_norm: 3.8402 2021-06-17 13:09:23,352 - mmaction - INFO - Epoch [9][400/1879] lr: 2.000e-02, eta: 1 day, 4:16:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7965, loss_cls: 1.8611, loss: 1.8611, grad_norm: 3.7681 2021-06-17 13:09:34,492 - mmaction - INFO - Epoch [9][420/1879] lr: 2.000e-02, eta: 1 day, 4:16:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5441, top5_acc: 0.7977, loss_cls: 1.8666, loss: 1.8666, grad_norm: 3.8301 2021-06-17 13:09:45,650 - mmaction - INFO - Epoch [9][440/1879] lr: 2.000e-02, eta: 1 day, 4:15:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7816, loss_cls: 1.9539, loss: 1.9539, grad_norm: 3.8466 2021-06-17 13:09:56,794 - mmaction - INFO - Epoch [9][460/1879] lr: 2.000e-02, eta: 1 day, 4:15:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5293, top5_acc: 0.7937, loss_cls: 1.8848, loss: 1.8848, grad_norm: 3.8116 2021-06-17 13:10:07,961 - mmaction - INFO - Epoch [9][480/1879] lr: 2.000e-02, eta: 1 day, 4:15:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7844, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.7547 2021-06-17 13:10:19,104 - mmaction - INFO - Epoch [9][500/1879] lr: 2.000e-02, eta: 1 day, 4:14:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7879, loss_cls: 1.8843, loss: 1.8843, grad_norm: 3.7497 2021-06-17 13:10:30,239 - mmaction - INFO - Epoch [9][520/1879] lr: 2.000e-02, eta: 1 day, 4:14:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8634, loss: 1.8634, grad_norm: 3.7507 2021-06-17 13:10:41,378 - mmaction - INFO - Epoch [9][540/1879] lr: 2.000e-02, eta: 1 day, 4:14:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7965, loss_cls: 1.8405, loss: 1.8405, grad_norm: 3.7328 2021-06-17 13:10:52,546 - mmaction - INFO - Epoch [9][560/1879] lr: 2.000e-02, eta: 1 day, 4:13:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7910, loss_cls: 1.8778, loss: 1.8778, grad_norm: 3.7866 2021-06-17 13:11:03,695 - mmaction - INFO - Epoch [9][580/1879] lr: 2.000e-02, eta: 1 day, 4:13:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.7984, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.8331 2021-06-17 13:11:14,846 - mmaction - INFO - Epoch [9][600/1879] lr: 2.000e-02, eta: 1 day, 4:13:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5512, top5_acc: 0.7875, loss_cls: 1.9142, loss: 1.9142, grad_norm: 3.8939 2021-06-17 13:11:26,007 - mmaction - INFO - Epoch [9][620/1879] lr: 2.000e-02, eta: 1 day, 4:12:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7770, loss_cls: 1.9351, loss: 1.9351, grad_norm: 3.7947 2021-06-17 13:11:37,158 - mmaction - INFO - Epoch [9][640/1879] lr: 2.000e-02, eta: 1 day, 4:12:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7910, loss_cls: 1.8415, loss: 1.8415, grad_norm: 3.7865 2021-06-17 13:11:48,305 - mmaction - INFO - Epoch [9][660/1879] lr: 2.000e-02, eta: 1 day, 4:12:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5418, top5_acc: 0.7781, loss_cls: 1.9444, loss: 1.9444, grad_norm: 3.7562 2021-06-17 13:11:59,448 - mmaction - INFO - Epoch [9][680/1879] lr: 2.000e-02, eta: 1 day, 4:11:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5574, top5_acc: 0.7867, loss_cls: 1.8755, loss: 1.8755, grad_norm: 3.7364 2021-06-17 13:12:10,624 - mmaction - INFO - Epoch [9][700/1879] lr: 2.000e-02, eta: 1 day, 4:11:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.7980, loss_cls: 1.8511, loss: 1.8511, grad_norm: 3.6473 2021-06-17 13:12:21,770 - mmaction - INFO - Epoch [9][720/1879] lr: 2.000e-02, eta: 1 day, 4:11:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5262, top5_acc: 0.7793, loss_cls: 1.9336, loss: 1.9336, grad_norm: 3.8505 2021-06-17 13:12:32,915 - mmaction - INFO - Epoch [9][740/1879] lr: 2.000e-02, eta: 1 day, 4:11:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5465, top5_acc: 0.7953, loss_cls: 1.8924, loss: 1.8924, grad_norm: 3.7399 2021-06-17 13:12:44,067 - mmaction - INFO - Epoch [9][760/1879] lr: 2.000e-02, eta: 1 day, 4:10:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5449, top5_acc: 0.7805, loss_cls: 1.8956, loss: 1.8956, grad_norm: 3.9103 2021-06-17 13:12:55,230 - mmaction - INFO - Epoch [9][780/1879] lr: 2.000e-02, eta: 1 day, 4:10:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5395, top5_acc: 0.7777, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.7511 2021-06-17 13:13:06,373 - mmaction - INFO - Epoch [9][800/1879] lr: 2.000e-02, eta: 1 day, 4:10:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 1.8796, loss: 1.8796, grad_norm: 3.6726 2021-06-17 13:13:17,528 - mmaction - INFO - Epoch [9][820/1879] lr: 2.000e-02, eta: 1 day, 4:09:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8704, loss: 1.8704, grad_norm: 3.6949 2021-06-17 13:13:28,681 - mmaction - INFO - Epoch [9][840/1879] lr: 2.000e-02, eta: 1 day, 4:09:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8922, loss: 1.8922, grad_norm: 3.7670 2021-06-17 13:13:39,821 - mmaction - INFO - Epoch [9][860/1879] lr: 2.000e-02, eta: 1 day, 4:09:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9006, loss: 1.9006, grad_norm: 3.8458 2021-06-17 13:13:50,971 - mmaction - INFO - Epoch [9][880/1879] lr: 2.000e-02, eta: 1 day, 4:08:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7910, loss_cls: 1.8233, loss: 1.8233, grad_norm: 3.6731 2021-06-17 13:14:02,135 - mmaction - INFO - Epoch [9][900/1879] lr: 2.000e-02, eta: 1 day, 4:08:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.8575, loss: 1.8575, grad_norm: 3.8218 2021-06-17 13:14:13,287 - mmaction - INFO - Epoch [9][920/1879] lr: 2.000e-02, eta: 1 day, 4:08:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.7934, loss_cls: 1.8741, loss: 1.8741, grad_norm: 3.7164 2021-06-17 13:14:24,444 - mmaction - INFO - Epoch [9][940/1879] lr: 2.000e-02, eta: 1 day, 4:07:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7949, loss_cls: 1.8453, loss: 1.8453, grad_norm: 3.7402 2021-06-17 13:14:35,586 - mmaction - INFO - Epoch [9][960/1879] lr: 2.000e-02, eta: 1 day, 4:07:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.8000, loss_cls: 1.8260, loss: 1.8260, grad_norm: 3.6899 2021-06-17 13:14:46,727 - mmaction - INFO - Epoch [9][980/1879] lr: 2.000e-02, eta: 1 day, 4:07:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.9002, loss: 1.9002, grad_norm: 3.7659 2021-06-17 13:14:57,877 - mmaction - INFO - Epoch [9][1000/1879] lr: 2.000e-02, eta: 1 day, 4:07:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7855, loss_cls: 1.8673, loss: 1.8673, grad_norm: 3.7147 2021-06-17 13:15:09,049 - mmaction - INFO - Epoch [9][1020/1879] lr: 2.000e-02, eta: 1 day, 4:06:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7809, loss_cls: 1.9771, loss: 1.9771, grad_norm: 3.8922 2021-06-17 13:15:20,197 - mmaction - INFO - Epoch [9][1040/1879] lr: 2.000e-02, eta: 1 day, 4:06:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7926, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.8260 2021-06-17 13:15:31,352 - mmaction - INFO - Epoch [9][1060/1879] lr: 2.000e-02, eta: 1 day, 4:06:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7750, loss_cls: 1.9410, loss: 1.9410, grad_norm: 3.7567 2021-06-17 13:15:42,493 - mmaction - INFO - Epoch [9][1080/1879] lr: 2.000e-02, eta: 1 day, 4:05:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7840, loss_cls: 1.9330, loss: 1.9330, grad_norm: 3.6878 2021-06-17 13:15:53,646 - mmaction - INFO - Epoch [9][1100/1879] lr: 2.000e-02, eta: 1 day, 4:05:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5418, top5_acc: 0.7820, loss_cls: 1.9144, loss: 1.9144, grad_norm: 3.8735 2021-06-17 13:16:04,817 - mmaction - INFO - Epoch [9][1120/1879] lr: 2.000e-02, eta: 1 day, 4:05:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8825, loss: 1.8825, grad_norm: 3.6255 2021-06-17 13:16:15,954 - mmaction - INFO - Epoch [9][1140/1879] lr: 2.000e-02, eta: 1 day, 4:04:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5449, top5_acc: 0.7824, loss_cls: 1.9473, loss: 1.9473, grad_norm: 3.8121 2021-06-17 13:16:27,131 - mmaction - INFO - Epoch [9][1160/1879] lr: 2.000e-02, eta: 1 day, 4:04:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5480, top5_acc: 0.7785, loss_cls: 1.9126, loss: 1.9126, grad_norm: 3.7226 2021-06-17 13:16:38,289 - mmaction - INFO - Epoch [9][1180/1879] lr: 2.000e-02, eta: 1 day, 4:04:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5496, top5_acc: 0.7945, loss_cls: 1.8636, loss: 1.8636, grad_norm: 3.7701 2021-06-17 13:16:49,436 - mmaction - INFO - Epoch [9][1200/1879] lr: 2.000e-02, eta: 1 day, 4:03:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.9425, loss: 1.9425, grad_norm: 3.8723 2021-06-17 13:17:00,591 - mmaction - INFO - Epoch [9][1220/1879] lr: 2.000e-02, eta: 1 day, 4:03:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5402, top5_acc: 0.7898, loss_cls: 1.8963, loss: 1.8963, grad_norm: 3.7439 2021-06-17 13:17:11,740 - mmaction - INFO - Epoch [9][1240/1879] lr: 2.000e-02, eta: 1 day, 4:03:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7918, loss_cls: 1.8967, loss: 1.8967, grad_norm: 3.7460 2021-06-17 13:17:22,911 - mmaction - INFO - Epoch [9][1260/1879] lr: 2.000e-02, eta: 1 day, 4:03:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5324, top5_acc: 0.7824, loss_cls: 1.9045, loss: 1.9045, grad_norm: 3.6999 2021-06-17 13:17:34,061 - mmaction - INFO - Epoch [9][1280/1879] lr: 2.000e-02, eta: 1 day, 4:02:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7922, loss_cls: 1.8686, loss: 1.8686, grad_norm: 3.7232 2021-06-17 13:17:45,210 - mmaction - INFO - Epoch [9][1300/1879] lr: 2.000e-02, eta: 1 day, 4:02:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7996, loss_cls: 1.8770, loss: 1.8770, grad_norm: 3.7326 2021-06-17 13:17:56,363 - mmaction - INFO - Epoch [9][1320/1879] lr: 2.000e-02, eta: 1 day, 4:02:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7965, loss_cls: 1.8811, loss: 1.8811, grad_norm: 3.7318 2021-06-17 13:18:07,534 - mmaction - INFO - Epoch [9][1340/1879] lr: 2.000e-02, eta: 1 day, 4:01:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7855, loss_cls: 1.8799, loss: 1.8799, grad_norm: 3.6858 2021-06-17 13:18:18,698 - mmaction - INFO - Epoch [9][1360/1879] lr: 2.000e-02, eta: 1 day, 4:01:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7781, loss_cls: 1.9376, loss: 1.9376, grad_norm: 3.8231 2021-06-17 13:18:29,855 - mmaction - INFO - Epoch [9][1380/1879] lr: 2.000e-02, eta: 1 day, 4:01:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7949, loss_cls: 1.8572, loss: 1.8572, grad_norm: 3.7864 2021-06-17 13:18:40,996 - mmaction - INFO - Epoch [9][1400/1879] lr: 2.000e-02, eta: 1 day, 4:00:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7867, loss_cls: 1.9416, loss: 1.9416, grad_norm: 3.7919 2021-06-17 13:18:52,150 - mmaction - INFO - Epoch [9][1420/1879] lr: 2.000e-02, eta: 1 day, 4:00:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7887, loss_cls: 1.8781, loss: 1.8781, grad_norm: 3.7098 2021-06-17 13:19:03,319 - mmaction - INFO - Epoch [9][1440/1879] lr: 2.000e-02, eta: 1 day, 4:00:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.7805, loss_cls: 1.9313, loss: 1.9313, grad_norm: 3.7758 2021-06-17 13:19:14,468 - mmaction - INFO - Epoch [9][1460/1879] lr: 2.000e-02, eta: 1 day, 4:00:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5449, top5_acc: 0.7715, loss_cls: 1.9322, loss: 1.9322, grad_norm: 3.7217 2021-06-17 13:19:25,607 - mmaction - INFO - Epoch [9][1480/1879] lr: 2.000e-02, eta: 1 day, 3:59:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7887, loss_cls: 1.8790, loss: 1.8790, grad_norm: 3.7744 2021-06-17 13:19:36,749 - mmaction - INFO - Epoch [9][1500/1879] lr: 2.000e-02, eta: 1 day, 3:59:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5590, top5_acc: 0.7895, loss_cls: 1.8813, loss: 1.8813, grad_norm: 3.7055 2021-06-17 13:19:47,902 - mmaction - INFO - Epoch [9][1520/1879] lr: 2.000e-02, eta: 1 day, 3:59:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8456, loss: 1.8456, grad_norm: 3.7523 2021-06-17 13:19:59,065 - mmaction - INFO - Epoch [9][1540/1879] lr: 2.000e-02, eta: 1 day, 3:58:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7977, loss_cls: 1.8711, loss: 1.8711, grad_norm: 3.8209 2021-06-17 13:20:10,219 - mmaction - INFO - Epoch [9][1560/1879] lr: 2.000e-02, eta: 1 day, 3:58:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7863, loss_cls: 1.8837, loss: 1.8837, grad_norm: 3.8351 2021-06-17 13:20:21,357 - mmaction - INFO - Epoch [9][1580/1879] lr: 2.000e-02, eta: 1 day, 3:58:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7879, loss_cls: 1.8827, loss: 1.8827, grad_norm: 3.7818 2021-06-17 13:20:32,484 - mmaction - INFO - Epoch [9][1600/1879] lr: 2.000e-02, eta: 1 day, 3:57:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7895, loss_cls: 1.8495, loss: 1.8495, grad_norm: 3.7098 2021-06-17 13:20:43,631 - mmaction - INFO - Epoch [9][1620/1879] lr: 2.000e-02, eta: 1 day, 3:57:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5520, top5_acc: 0.7879, loss_cls: 1.8904, loss: 1.8904, grad_norm: 3.8277 2021-06-17 13:20:54,769 - mmaction - INFO - Epoch [9][1640/1879] lr: 2.000e-02, eta: 1 day, 3:57:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5520, top5_acc: 0.7961, loss_cls: 1.8696, loss: 1.8696, grad_norm: 3.7660 2021-06-17 13:21:05,916 - mmaction - INFO - Epoch [9][1660/1879] lr: 2.000e-02, eta: 1 day, 3:57:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7891, loss_cls: 1.9214, loss: 1.9214, grad_norm: 3.7406 2021-06-17 13:21:17,071 - mmaction - INFO - Epoch [9][1680/1879] lr: 2.000e-02, eta: 1 day, 3:56:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7797, loss_cls: 1.9368, loss: 1.9368, grad_norm: 3.7983 2021-06-17 13:21:28,207 - mmaction - INFO - Epoch [9][1700/1879] lr: 2.000e-02, eta: 1 day, 3:56:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5426, top5_acc: 0.7793, loss_cls: 1.9517, loss: 1.9517, grad_norm: 3.8208 2021-06-17 13:21:39,360 - mmaction - INFO - Epoch [9][1720/1879] lr: 2.000e-02, eta: 1 day, 3:56:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5465, top5_acc: 0.7910, loss_cls: 1.8870, loss: 1.8870, grad_norm: 3.8253 2021-06-17 13:21:50,495 - mmaction - INFO - Epoch [9][1740/1879] lr: 2.000e-02, eta: 1 day, 3:55:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5395, top5_acc: 0.7789, loss_cls: 1.9372, loss: 1.9372, grad_norm: 3.8104 2021-06-17 13:22:01,635 - mmaction - INFO - Epoch [9][1760/1879] lr: 2.000e-02, eta: 1 day, 3:55:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7902, loss_cls: 1.9052, loss: 1.9052, grad_norm: 3.8480 2021-06-17 13:22:12,773 - mmaction - INFO - Epoch [9][1780/1879] lr: 2.000e-02, eta: 1 day, 3:55:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7859, loss_cls: 1.9032, loss: 1.9032, grad_norm: 3.7501 2021-06-17 13:22:23,942 - mmaction - INFO - Epoch [9][1800/1879] lr: 2.000e-02, eta: 1 day, 3:54:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5496, top5_acc: 0.7879, loss_cls: 1.9043, loss: 1.9043, grad_norm: 3.7709 2021-06-17 13:22:35,114 - mmaction - INFO - Epoch [9][1820/1879] lr: 2.000e-02, eta: 1 day, 3:54:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5324, top5_acc: 0.7863, loss_cls: 1.9174, loss: 1.9174, grad_norm: 3.7418 2021-06-17 13:22:46,278 - mmaction - INFO - Epoch [9][1840/1879] lr: 2.000e-02, eta: 1 day, 3:54:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7883, loss_cls: 1.9284, loss: 1.9284, grad_norm: 3.8073 2021-06-17 13:22:57,433 - mmaction - INFO - Epoch [9][1860/1879] lr: 2.000e-02, eta: 1 day, 3:54:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5520, top5_acc: 0.7996, loss_cls: 1.8600, loss: 1.8600, grad_norm: 3.5958 2021-06-17 13:23:09,201 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-06-17 13:24:25,626 - mmaction - INFO - Epoch [10][20/1879] lr: 2.000e-02, eta: 1 day, 4:02:32, time: 3.786, data_time: 3.211, memory: 7080, top1_acc: 0.5566, top5_acc: 0.7910, loss_cls: 1.8581, loss: 1.8581, grad_norm: 3.7191 2021-06-17 13:24:36,779 - mmaction - INFO - Epoch [10][40/1879] lr: 2.000e-02, eta: 1 day, 4:02:13, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8412, loss: 1.8412, grad_norm: 3.8402 2021-06-17 13:24:47,890 - mmaction - INFO - Epoch [10][60/1879] lr: 2.000e-02, eta: 1 day, 4:01:55, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7945, loss_cls: 1.8351, loss: 1.8351, grad_norm: 3.6992 2021-06-17 13:24:59,011 - mmaction - INFO - Epoch [10][80/1879] lr: 2.000e-02, eta: 1 day, 4:01:36, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.8031, loss_cls: 1.8378, loss: 1.8378, grad_norm: 3.7400 2021-06-17 13:25:10,189 - mmaction - INFO - Epoch [10][100/1879] lr: 2.000e-02, eta: 1 day, 4:01:18, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7875, loss_cls: 1.8664, loss: 1.8664, grad_norm: 3.8071 2021-06-17 13:25:21,338 - mmaction - INFO - Epoch [10][120/1879] lr: 2.000e-02, eta: 1 day, 4:00:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.7934, loss_cls: 1.8485, loss: 1.8485, grad_norm: 3.7394 2021-06-17 13:25:32,475 - mmaction - INFO - Epoch [10][140/1879] lr: 2.000e-02, eta: 1 day, 4:00:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7965, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.8881 2021-06-17 13:25:43,610 - mmaction - INFO - Epoch [10][160/1879] lr: 2.000e-02, eta: 1 day, 4:00:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.7980, loss_cls: 1.8296, loss: 1.8296, grad_norm: 3.8101 2021-06-17 13:25:54,748 - mmaction - INFO - Epoch [10][180/1879] lr: 2.000e-02, eta: 1 day, 4:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7941, loss_cls: 1.8144, loss: 1.8144, grad_norm: 3.7482 2021-06-17 13:26:05,892 - mmaction - INFO - Epoch [10][200/1879] lr: 2.000e-02, eta: 1 day, 3:59:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.7941, loss_cls: 1.8417, loss: 1.8417, grad_norm: 3.7109 2021-06-17 13:26:17,034 - mmaction - INFO - Epoch [10][220/1879] lr: 2.000e-02, eta: 1 day, 3:59:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7930, loss_cls: 1.8138, loss: 1.8138, grad_norm: 3.6759 2021-06-17 13:26:28,168 - mmaction - INFO - Epoch [10][240/1879] lr: 2.000e-02, eta: 1 day, 3:59:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.8958, loss: 1.8958, grad_norm: 3.7613 2021-06-17 13:26:39,295 - mmaction - INFO - Epoch [10][260/1879] lr: 2.000e-02, eta: 1 day, 3:58:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8066, loss_cls: 1.7801, loss: 1.7801, grad_norm: 3.5731 2021-06-17 13:26:50,439 - mmaction - INFO - Epoch [10][280/1879] lr: 2.000e-02, eta: 1 day, 3:58:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5605, top5_acc: 0.8004, loss_cls: 1.8250, loss: 1.8250, grad_norm: 3.8530 2021-06-17 13:27:01,590 - mmaction - INFO - Epoch [10][300/1879] lr: 2.000e-02, eta: 1 day, 3:58:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8874, loss: 1.8874, grad_norm: 3.7461 2021-06-17 13:27:12,729 - mmaction - INFO - Epoch [10][320/1879] lr: 2.000e-02, eta: 1 day, 3:57:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7934, loss_cls: 1.8541, loss: 1.8541, grad_norm: 3.8298 2021-06-17 13:27:23,864 - mmaction - INFO - Epoch [10][340/1879] lr: 2.000e-02, eta: 1 day, 3:57:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.7965, loss_cls: 1.7941, loss: 1.7941, grad_norm: 3.6913 2021-06-17 13:27:34,992 - mmaction - INFO - Epoch [10][360/1879] lr: 2.000e-02, eta: 1 day, 3:57:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7973, loss_cls: 1.8402, loss: 1.8402, grad_norm: 3.7177 2021-06-17 13:27:46,139 - mmaction - INFO - Epoch [10][380/1879] lr: 2.000e-02, eta: 1 day, 3:57:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8419, loss: 1.8419, grad_norm: 3.7698 2021-06-17 13:27:57,286 - mmaction - INFO - Epoch [10][400/1879] lr: 2.000e-02, eta: 1 day, 3:56:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8055, loss_cls: 1.8025, loss: 1.8025, grad_norm: 3.7643 2021-06-17 13:28:08,443 - mmaction - INFO - Epoch [10][420/1879] lr: 2.000e-02, eta: 1 day, 3:56:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8125, loss_cls: 1.7872, loss: 1.7872, grad_norm: 3.8804 2021-06-17 13:28:19,579 - mmaction - INFO - Epoch [10][440/1879] lr: 2.000e-02, eta: 1 day, 3:56:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.8439, loss: 1.8439, grad_norm: 3.8200 2021-06-17 13:28:30,712 - mmaction - INFO - Epoch [10][460/1879] lr: 2.000e-02, eta: 1 day, 3:55:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5668, top5_acc: 0.7957, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.8278 2021-06-17 13:28:41,865 - mmaction - INFO - Epoch [10][480/1879] lr: 2.000e-02, eta: 1 day, 3:55:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5684, top5_acc: 0.7992, loss_cls: 1.8254, loss: 1.8254, grad_norm: 3.7421 2021-06-17 13:28:52,996 - mmaction - INFO - Epoch [10][500/1879] lr: 2.000e-02, eta: 1 day, 3:55:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7895, loss_cls: 1.8915, loss: 1.8915, grad_norm: 3.8564 2021-06-17 13:29:04,138 - mmaction - INFO - Epoch [10][520/1879] lr: 2.000e-02, eta: 1 day, 3:54:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7789, loss_cls: 1.9478, loss: 1.9478, grad_norm: 3.8083 2021-06-17 13:29:15,244 - mmaction - INFO - Epoch [10][540/1879] lr: 2.000e-02, eta: 1 day, 3:54:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8271, loss: 1.8271, grad_norm: 3.6944 2021-06-17 13:29:26,354 - mmaction - INFO - Epoch [10][560/1879] lr: 2.000e-02, eta: 1 day, 3:54:16, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.5645, top5_acc: 0.8000, loss_cls: 1.8560, loss: 1.8560, grad_norm: 3.8184 2021-06-17 13:29:37,475 - mmaction - INFO - Epoch [10][580/1879] lr: 2.000e-02, eta: 1 day, 3:53:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7975, loss: 1.7975, grad_norm: 3.6493 2021-06-17 13:29:48,608 - mmaction - INFO - Epoch [10][600/1879] lr: 2.000e-02, eta: 1 day, 3:53:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5598, top5_acc: 0.7910, loss_cls: 1.8737, loss: 1.8737, grad_norm: 3.7185 2021-06-17 13:29:59,764 - mmaction - INFO - Epoch [10][620/1879] lr: 2.000e-02, eta: 1 day, 3:53:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8051, loss_cls: 1.7753, loss: 1.7753, grad_norm: 3.7503 2021-06-17 13:30:10,927 - mmaction - INFO - Epoch [10][640/1879] lr: 2.000e-02, eta: 1 day, 3:53:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5629, top5_acc: 0.7824, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.7758 2021-06-17 13:30:22,089 - mmaction - INFO - Epoch [10][660/1879] lr: 2.000e-02, eta: 1 day, 3:52:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7984, loss_cls: 1.8686, loss: 1.8686, grad_norm: 3.8878 2021-06-17 13:30:33,234 - mmaction - INFO - Epoch [10][680/1879] lr: 2.000e-02, eta: 1 day, 3:52:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.7957, loss_cls: 1.8288, loss: 1.8288, grad_norm: 3.7799 2021-06-17 13:30:44,373 - mmaction - INFO - Epoch [10][700/1879] lr: 2.000e-02, eta: 1 day, 3:52:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8345, loss: 1.8345, grad_norm: 3.7960 2021-06-17 13:30:55,515 - mmaction - INFO - Epoch [10][720/1879] lr: 2.000e-02, eta: 1 day, 3:51:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5418, top5_acc: 0.7812, loss_cls: 1.9241, loss: 1.9241, grad_norm: 3.8397 2021-06-17 13:31:06,660 - mmaction - INFO - Epoch [10][740/1879] lr: 2.000e-02, eta: 1 day, 3:51:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7980, loss_cls: 1.8635, loss: 1.8635, grad_norm: 3.7975 2021-06-17 13:31:17,809 - mmaction - INFO - Epoch [10][760/1879] lr: 2.000e-02, eta: 1 day, 3:51:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7945, loss_cls: 1.9150, loss: 1.9150, grad_norm: 3.7488 2021-06-17 13:31:28,959 - mmaction - INFO - Epoch [10][780/1879] lr: 2.000e-02, eta: 1 day, 3:50:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8944, loss: 1.8944, grad_norm: 3.7863 2021-06-17 13:31:40,091 - mmaction - INFO - Epoch [10][800/1879] lr: 2.000e-02, eta: 1 day, 3:50:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7871, loss_cls: 1.8536, loss: 1.8536, grad_norm: 3.6927 2021-06-17 13:31:51,236 - mmaction - INFO - Epoch [10][820/1879] lr: 2.000e-02, eta: 1 day, 3:50:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7930, loss_cls: 1.8861, loss: 1.8861, grad_norm: 3.8112 2021-06-17 13:32:02,388 - mmaction - INFO - Epoch [10][840/1879] lr: 2.000e-02, eta: 1 day, 3:50:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7836, loss_cls: 1.9372, loss: 1.9372, grad_norm: 3.8477 2021-06-17 13:32:13,536 - mmaction - INFO - Epoch [10][860/1879] lr: 2.000e-02, eta: 1 day, 3:49:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5387, top5_acc: 0.7820, loss_cls: 1.9287, loss: 1.9287, grad_norm: 3.7025 2021-06-17 13:32:24,680 - mmaction - INFO - Epoch [10][880/1879] lr: 2.000e-02, eta: 1 day, 3:49:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8899, loss: 1.8899, grad_norm: 3.7999 2021-06-17 13:32:35,817 - mmaction - INFO - Epoch [10][900/1879] lr: 2.000e-02, eta: 1 day, 3:49:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.7988, loss_cls: 1.8058, loss: 1.8058, grad_norm: 3.7443 2021-06-17 13:32:46,955 - mmaction - INFO - Epoch [10][920/1879] lr: 2.000e-02, eta: 1 day, 3:48:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9407, loss: 1.9407, grad_norm: 3.7314 2021-06-17 13:32:58,083 - mmaction - INFO - Epoch [10][940/1879] lr: 2.000e-02, eta: 1 day, 3:48:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7867, loss_cls: 1.8864, loss: 1.8864, grad_norm: 3.7351 2021-06-17 13:33:09,267 - mmaction - INFO - Epoch [10][960/1879] lr: 2.000e-02, eta: 1 day, 3:48:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7941, loss_cls: 1.8584, loss: 1.8584, grad_norm: 3.7071 2021-06-17 13:33:20,408 - mmaction - INFO - Epoch [10][980/1879] lr: 2.000e-02, eta: 1 day, 3:48:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7992, loss_cls: 1.8940, loss: 1.8940, grad_norm: 3.7792 2021-06-17 13:33:31,555 - mmaction - INFO - Epoch [10][1000/1879] lr: 2.000e-02, eta: 1 day, 3:47:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7891, loss_cls: 1.8671, loss: 1.8671, grad_norm: 3.6478 2021-06-17 13:33:42,703 - mmaction - INFO - Epoch [10][1020/1879] lr: 2.000e-02, eta: 1 day, 3:47:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7875, loss_cls: 1.9030, loss: 1.9030, grad_norm: 3.7142 2021-06-17 13:33:53,840 - mmaction - INFO - Epoch [10][1040/1879] lr: 2.000e-02, eta: 1 day, 3:47:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5441, top5_acc: 0.7832, loss_cls: 1.8985, loss: 1.8985, grad_norm: 3.6312 2021-06-17 13:34:05,001 - mmaction - INFO - Epoch [10][1060/1879] lr: 2.000e-02, eta: 1 day, 3:46:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7992, loss_cls: 1.8633, loss: 1.8633, grad_norm: 3.7930 2021-06-17 13:34:16,135 - mmaction - INFO - Epoch [10][1080/1879] lr: 2.000e-02, eta: 1 day, 3:46:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7996, loss_cls: 1.8812, loss: 1.8812, grad_norm: 3.8339 2021-06-17 13:34:27,286 - mmaction - INFO - Epoch [10][1100/1879] lr: 2.000e-02, eta: 1 day, 3:46:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7918, loss_cls: 1.8883, loss: 1.8883, grad_norm: 3.7346 2021-06-17 13:34:38,433 - mmaction - INFO - Epoch [10][1120/1879] lr: 2.000e-02, eta: 1 day, 3:45:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7926, loss_cls: 1.8272, loss: 1.8272, grad_norm: 3.6219 2021-06-17 13:34:49,565 - mmaction - INFO - Epoch [10][1140/1879] lr: 2.000e-02, eta: 1 day, 3:45:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7859, loss_cls: 1.9263, loss: 1.9263, grad_norm: 3.7970 2021-06-17 13:35:00,764 - mmaction - INFO - Epoch [10][1160/1879] lr: 2.000e-02, eta: 1 day, 3:45:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8145, loss_cls: 1.7580, loss: 1.7580, grad_norm: 3.7775 2021-06-17 13:35:11,917 - mmaction - INFO - Epoch [10][1180/1879] lr: 2.000e-02, eta: 1 day, 3:45:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5355, top5_acc: 0.7883, loss_cls: 1.9031, loss: 1.9031, grad_norm: 3.7435 2021-06-17 13:35:23,074 - mmaction - INFO - Epoch [10][1200/1879] lr: 2.000e-02, eta: 1 day, 3:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8406, loss: 1.8406, grad_norm: 3.7319 2021-06-17 13:35:34,220 - mmaction - INFO - Epoch [10][1220/1879] lr: 2.000e-02, eta: 1 day, 3:44:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8524, loss: 1.8524, grad_norm: 3.7095 2021-06-17 13:35:45,384 - mmaction - INFO - Epoch [10][1240/1879] lr: 2.000e-02, eta: 1 day, 3:44:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8051, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.7750 2021-06-17 13:35:56,544 - mmaction - INFO - Epoch [10][1260/1879] lr: 2.000e-02, eta: 1 day, 3:43:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7863, loss_cls: 1.8707, loss: 1.8707, grad_norm: 3.7638 2021-06-17 13:36:07,699 - mmaction - INFO - Epoch [10][1280/1879] lr: 2.000e-02, eta: 1 day, 3:43:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7930, loss_cls: 1.8237, loss: 1.8237, grad_norm: 3.7310 2021-06-17 13:36:18,851 - mmaction - INFO - Epoch [10][1300/1879] lr: 2.000e-02, eta: 1 day, 3:43:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.7644 2021-06-17 13:36:30,016 - mmaction - INFO - Epoch [10][1320/1879] lr: 2.000e-02, eta: 1 day, 3:43:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5480, top5_acc: 0.7820, loss_cls: 1.8965, loss: 1.8965, grad_norm: 3.8880 2021-06-17 13:36:41,164 - mmaction - INFO - Epoch [10][1340/1879] lr: 2.000e-02, eta: 1 day, 3:42:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7984, loss_cls: 1.8530, loss: 1.8530, grad_norm: 3.8220 2021-06-17 13:36:52,308 - mmaction - INFO - Epoch [10][1360/1879] lr: 2.000e-02, eta: 1 day, 3:42:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8020, loss_cls: 1.7836, loss: 1.7836, grad_norm: 3.7322 2021-06-17 13:37:03,466 - mmaction - INFO - Epoch [10][1380/1879] lr: 2.000e-02, eta: 1 day, 3:42:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5363, top5_acc: 0.7855, loss_cls: 1.9015, loss: 1.9015, grad_norm: 3.7449 2021-06-17 13:37:14,620 - mmaction - INFO - Epoch [10][1400/1879] lr: 2.000e-02, eta: 1 day, 3:41:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7863, loss_cls: 1.8169, loss: 1.8169, grad_norm: 3.7009 2021-06-17 13:37:25,774 - mmaction - INFO - Epoch [10][1420/1879] lr: 2.000e-02, eta: 1 day, 3:41:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5473, top5_acc: 0.7859, loss_cls: 1.9187, loss: 1.9187, grad_norm: 3.7376 2021-06-17 13:37:36,929 - mmaction - INFO - Epoch [10][1440/1879] lr: 2.000e-02, eta: 1 day, 3:41:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5434, top5_acc: 0.7926, loss_cls: 1.8592, loss: 1.8592, grad_norm: 3.9159 2021-06-17 13:37:48,098 - mmaction - INFO - Epoch [10][1460/1879] lr: 2.000e-02, eta: 1 day, 3:41:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.8004, loss_cls: 1.8065, loss: 1.8065, grad_norm: 3.7449 2021-06-17 13:37:59,236 - mmaction - INFO - Epoch [10][1480/1879] lr: 2.000e-02, eta: 1 day, 3:40:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7902, loss_cls: 1.8502, loss: 1.8502, grad_norm: 3.7788 2021-06-17 13:38:10,378 - mmaction - INFO - Epoch [10][1500/1879] lr: 2.000e-02, eta: 1 day, 3:40:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5520, top5_acc: 0.7840, loss_cls: 1.8623, loss: 1.8623, grad_norm: 3.7846 2021-06-17 13:38:21,534 - mmaction - INFO - Epoch [10][1520/1879] lr: 2.000e-02, eta: 1 day, 3:40:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7852, loss_cls: 1.8487, loss: 1.8487, grad_norm: 3.7184 2021-06-17 13:38:32,681 - mmaction - INFO - Epoch [10][1540/1879] lr: 2.000e-02, eta: 1 day, 3:39:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.7926, loss_cls: 1.8598, loss: 1.8598, grad_norm: 3.7258 2021-06-17 13:38:43,843 - mmaction - INFO - Epoch [10][1560/1879] lr: 2.000e-02, eta: 1 day, 3:39:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7984, loss_cls: 1.8350, loss: 1.8350, grad_norm: 3.7359 2021-06-17 13:38:54,992 - mmaction - INFO - Epoch [10][1580/1879] lr: 2.000e-02, eta: 1 day, 3:39:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7898, loss_cls: 1.8808, loss: 1.8808, grad_norm: 3.7305 2021-06-17 13:39:06,146 - mmaction - INFO - Epoch [10][1600/1879] lr: 2.000e-02, eta: 1 day, 3:38:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5551, top5_acc: 0.7828, loss_cls: 1.8540, loss: 1.8540, grad_norm: 3.6919 2021-06-17 13:39:17,307 - mmaction - INFO - Epoch [10][1620/1879] lr: 2.000e-02, eta: 1 day, 3:38:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7965, loss_cls: 1.8473, loss: 1.8473, grad_norm: 3.7204 2021-06-17 13:39:28,456 - mmaction - INFO - Epoch [10][1640/1879] lr: 2.000e-02, eta: 1 day, 3:38:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7801, loss_cls: 1.9254, loss: 1.9254, grad_norm: 3.8036 2021-06-17 13:39:39,596 - mmaction - INFO - Epoch [10][1660/1879] lr: 2.000e-02, eta: 1 day, 3:38:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7738, loss_cls: 1.9390, loss: 1.9390, grad_norm: 3.7295 2021-06-17 13:39:50,750 - mmaction - INFO - Epoch [10][1680/1879] lr: 2.000e-02, eta: 1 day, 3:37:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.8098, loss_cls: 1.7808, loss: 1.7808, grad_norm: 3.5936 2021-06-17 13:40:01,902 - mmaction - INFO - Epoch [10][1700/1879] lr: 2.000e-02, eta: 1 day, 3:37:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8016, loss_cls: 1.8075, loss: 1.8075, grad_norm: 3.7099 2021-06-17 13:40:13,075 - mmaction - INFO - Epoch [10][1720/1879] lr: 2.000e-02, eta: 1 day, 3:37:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7801, loss_cls: 1.9056, loss: 1.9056, grad_norm: 3.7266 2021-06-17 13:40:24,228 - mmaction - INFO - Epoch [10][1740/1879] lr: 2.000e-02, eta: 1 day, 3:36:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5480, top5_acc: 0.7855, loss_cls: 1.8976, loss: 1.8976, grad_norm: 3.7017 2021-06-17 13:40:35,384 - mmaction - INFO - Epoch [10][1760/1879] lr: 2.000e-02, eta: 1 day, 3:36:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8092, loss: 1.8092, grad_norm: 3.5952 2021-06-17 13:40:46,535 - mmaction - INFO - Epoch [10][1780/1879] lr: 2.000e-02, eta: 1 day, 3:36:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.7974, loss: 1.7974, grad_norm: 3.6797 2021-06-17 13:40:57,684 - mmaction - INFO - Epoch [10][1800/1879] lr: 2.000e-02, eta: 1 day, 3:36:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7832, loss_cls: 1.8840, loss: 1.8840, grad_norm: 3.8708 2021-06-17 13:41:08,855 - mmaction - INFO - Epoch [10][1820/1879] lr: 2.000e-02, eta: 1 day, 3:35:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7934, loss_cls: 1.8328, loss: 1.8328, grad_norm: 3.7485 2021-06-17 13:41:20,017 - mmaction - INFO - Epoch [10][1840/1879] lr: 2.000e-02, eta: 1 day, 3:35:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.8023, loss_cls: 1.8366, loss: 1.8366, grad_norm: 3.6915 2021-06-17 13:41:31,166 - mmaction - INFO - Epoch [10][1860/1879] lr: 2.000e-02, eta: 1 day, 3:35:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5402, top5_acc: 0.7863, loss_cls: 1.9023, loss: 1.9023, grad_norm: 3.7897 2021-06-17 13:41:42,893 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-06-17 13:42:59,385 - mmaction - INFO - Epoch [11][20/1879] lr: 2.000e-02, eta: 1 day, 3:42:52, time: 3.807, data_time: 3.226, memory: 7080, top1_acc: 0.5668, top5_acc: 0.7965, loss_cls: 1.8117, loss: 1.8117, grad_norm: 3.7543 2021-06-17 13:43:10,550 - mmaction - INFO - Epoch [11][40/1879] lr: 2.000e-02, eta: 1 day, 3:42:34, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5652, top5_acc: 0.8031, loss_cls: 1.7851, loss: 1.7851, grad_norm: 3.7168 2021-06-17 13:43:21,654 - mmaction - INFO - Epoch [11][60/1879] lr: 2.000e-02, eta: 1 day, 3:42:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5598, top5_acc: 0.7957, loss_cls: 1.8062, loss: 1.8062, grad_norm: 3.7661 2021-06-17 13:43:32,770 - mmaction - INFO - Epoch [11][80/1879] lr: 2.000e-02, eta: 1 day, 3:41:59, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8145, loss_cls: 1.7986, loss: 1.7986, grad_norm: 3.7256 2021-06-17 13:43:43,893 - mmaction - INFO - Epoch [11][100/1879] lr: 2.000e-02, eta: 1 day, 3:41:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8063, loss_cls: 1.7914, loss: 1.7914, grad_norm: 3.7653 2021-06-17 13:43:55,044 - mmaction - INFO - Epoch [11][120/1879] lr: 2.000e-02, eta: 1 day, 3:41:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7945, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.7313 2021-06-17 13:44:06,165 - mmaction - INFO - Epoch [11][140/1879] lr: 2.000e-02, eta: 1 day, 3:41:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8063, loss_cls: 1.7593, loss: 1.7593, grad_norm: 3.7370 2021-06-17 13:44:17,324 - mmaction - INFO - Epoch [11][160/1879] lr: 2.000e-02, eta: 1 day, 3:40:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5645, top5_acc: 0.7926, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.7966 2021-06-17 13:44:28,449 - mmaction - INFO - Epoch [11][180/1879] lr: 2.000e-02, eta: 1 day, 3:40:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.7988, loss_cls: 1.8543, loss: 1.8543, grad_norm: 3.8051 2021-06-17 13:44:39,594 - mmaction - INFO - Epoch [11][200/1879] lr: 2.000e-02, eta: 1 day, 3:40:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5715, top5_acc: 0.8133, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.7367 2021-06-17 13:44:50,739 - mmaction - INFO - Epoch [11][220/1879] lr: 2.000e-02, eta: 1 day, 3:39:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8047, loss_cls: 1.8109, loss: 1.8109, grad_norm: 3.7376 2021-06-17 13:45:01,947 - mmaction - INFO - Epoch [11][240/1879] lr: 2.000e-02, eta: 1 day, 3:39:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8043, loss_cls: 1.7708, loss: 1.7708, grad_norm: 3.6677 2021-06-17 13:45:13,034 - mmaction - INFO - Epoch [11][260/1879] lr: 2.000e-02, eta: 1 day, 3:39:20, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8401, loss: 1.8401, grad_norm: 3.9259 2021-06-17 13:45:24,173 - mmaction - INFO - Epoch [11][280/1879] lr: 2.000e-02, eta: 1 day, 3:39:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8074, loss_cls: 1.8283, loss: 1.8283, grad_norm: 3.7659 2021-06-17 13:45:35,321 - mmaction - INFO - Epoch [11][300/1879] lr: 2.000e-02, eta: 1 day, 3:38:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7717, loss: 1.7717, grad_norm: 3.7312 2021-06-17 13:45:46,476 - mmaction - INFO - Epoch [11][320/1879] lr: 2.000e-02, eta: 1 day, 3:38:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8074, loss_cls: 1.7883, loss: 1.7883, grad_norm: 3.7573 2021-06-17 13:45:57,639 - mmaction - INFO - Epoch [11][340/1879] lr: 2.000e-02, eta: 1 day, 3:38:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.7949, loss_cls: 1.8278, loss: 1.8278, grad_norm: 3.8398 2021-06-17 13:46:08,786 - mmaction - INFO - Epoch [11][360/1879] lr: 2.000e-02, eta: 1 day, 3:37:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5660, top5_acc: 0.8035, loss_cls: 1.7962, loss: 1.7962, grad_norm: 3.7783 2021-06-17 13:46:19,948 - mmaction - INFO - Epoch [11][380/1879] lr: 2.000e-02, eta: 1 day, 3:37:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8168, loss_cls: 1.7458, loss: 1.7458, grad_norm: 3.7280 2021-06-17 13:46:31,088 - mmaction - INFO - Epoch [11][400/1879] lr: 2.000e-02, eta: 1 day, 3:37:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5551, top5_acc: 0.7926, loss_cls: 1.8296, loss: 1.8296, grad_norm: 3.8091 2021-06-17 13:46:42,243 - mmaction - INFO - Epoch [11][420/1879] lr: 2.000e-02, eta: 1 day, 3:37:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7988, loss_cls: 1.8025, loss: 1.8025, grad_norm: 3.7625 2021-06-17 13:46:53,383 - mmaction - INFO - Epoch [11][440/1879] lr: 2.000e-02, eta: 1 day, 3:36:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7548, loss: 1.7548, grad_norm: 3.7722 2021-06-17 13:47:04,521 - mmaction - INFO - Epoch [11][460/1879] lr: 2.000e-02, eta: 1 day, 3:36:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7682, loss: 1.7682, grad_norm: 3.8131 2021-06-17 13:47:15,665 - mmaction - INFO - Epoch [11][480/1879] lr: 2.000e-02, eta: 1 day, 3:36:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.8498, loss: 1.8498, grad_norm: 3.7057 2021-06-17 13:47:26,809 - mmaction - INFO - Epoch [11][500/1879] lr: 2.000e-02, eta: 1 day, 3:35:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.8039, loss_cls: 1.7932, loss: 1.7932, grad_norm: 3.6427 2021-06-17 13:47:37,935 - mmaction - INFO - Epoch [11][520/1879] lr: 2.000e-02, eta: 1 day, 3:35:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5605, top5_acc: 0.7953, loss_cls: 1.8309, loss: 1.8309, grad_norm: 3.7150 2021-06-17 13:47:49,105 - mmaction - INFO - Epoch [11][540/1879] lr: 2.000e-02, eta: 1 day, 3:35:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.7936, loss: 1.7936, grad_norm: 3.7692 2021-06-17 13:48:00,253 - mmaction - INFO - Epoch [11][560/1879] lr: 2.000e-02, eta: 1 day, 3:34:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5441, top5_acc: 0.7848, loss_cls: 1.9031, loss: 1.9031, grad_norm: 3.8270 2021-06-17 13:48:11,417 - mmaction - INFO - Epoch [11][580/1879] lr: 2.000e-02, eta: 1 day, 3:34:42, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5691, top5_acc: 0.7996, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.7104 2021-06-17 13:48:22,568 - mmaction - INFO - Epoch [11][600/1879] lr: 2.000e-02, eta: 1 day, 3:34:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8109, loss: 1.8109, grad_norm: 3.6898 2021-06-17 13:48:33,732 - mmaction - INFO - Epoch [11][620/1879] lr: 2.000e-02, eta: 1 day, 3:34:07, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.8998, loss: 1.8998, grad_norm: 3.8421 2021-06-17 13:48:44,860 - mmaction - INFO - Epoch [11][640/1879] lr: 2.000e-02, eta: 1 day, 3:33:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.8071, loss: 1.8071, grad_norm: 3.7135 2021-06-17 13:48:56,017 - mmaction - INFO - Epoch [11][660/1879] lr: 2.000e-02, eta: 1 day, 3:33:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8098, loss_cls: 1.7575, loss: 1.7575, grad_norm: 3.6957 2021-06-17 13:49:07,160 - mmaction - INFO - Epoch [11][680/1879] lr: 2.000e-02, eta: 1 day, 3:33:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7595, loss: 1.7595, grad_norm: 3.7115 2021-06-17 13:49:18,326 - mmaction - INFO - Epoch [11][700/1879] lr: 2.000e-02, eta: 1 day, 3:32:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8566, loss: 1.8566, grad_norm: 3.8701 2021-06-17 13:49:29,466 - mmaction - INFO - Epoch [11][720/1879] lr: 2.000e-02, eta: 1 day, 3:32:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5621, top5_acc: 0.7918, loss_cls: 1.8438, loss: 1.8438, grad_norm: 3.7734 2021-06-17 13:49:40,606 - mmaction - INFO - Epoch [11][740/1879] lr: 2.000e-02, eta: 1 day, 3:32:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8090, loss_cls: 1.7863, loss: 1.7863, grad_norm: 3.7336 2021-06-17 13:49:51,765 - mmaction - INFO - Epoch [11][760/1879] lr: 2.000e-02, eta: 1 day, 3:32:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7900, loss: 1.7900, grad_norm: 3.7631 2021-06-17 13:50:02,968 - mmaction - INFO - Epoch [11][780/1879] lr: 2.000e-02, eta: 1 day, 3:31:50, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7965, loss_cls: 1.8630, loss: 1.8630, grad_norm: 3.8395 2021-06-17 13:50:14,131 - mmaction - INFO - Epoch [11][800/1879] lr: 2.000e-02, eta: 1 day, 3:31:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7934, loss_cls: 1.8537, loss: 1.8537, grad_norm: 3.7466 2021-06-17 13:50:25,273 - mmaction - INFO - Epoch [11][820/1879] lr: 2.000e-02, eta: 1 day, 3:31:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.7977, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.6370 2021-06-17 13:50:36,436 - mmaction - INFO - Epoch [11][840/1879] lr: 2.000e-02, eta: 1 day, 3:30:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5520, top5_acc: 0.7949, loss_cls: 1.8877, loss: 1.8877, grad_norm: 3.7163 2021-06-17 13:50:47,580 - mmaction - INFO - Epoch [11][860/1879] lr: 2.000e-02, eta: 1 day, 3:30:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.7982, loss: 1.7982, grad_norm: 3.7171 2021-06-17 13:50:58,714 - mmaction - INFO - Epoch [11][880/1879] lr: 2.000e-02, eta: 1 day, 3:30:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7965, loss_cls: 1.8341, loss: 1.8341, grad_norm: 3.8182 2021-06-17 13:51:09,860 - mmaction - INFO - Epoch [11][900/1879] lr: 2.000e-02, eta: 1 day, 3:30:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7842, loss: 1.7842, grad_norm: 3.7255 2021-06-17 13:51:21,008 - mmaction - INFO - Epoch [11][920/1879] lr: 2.000e-02, eta: 1 day, 3:29:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7406, loss: 1.7406, grad_norm: 3.7105 2021-06-17 13:51:32,153 - mmaction - INFO - Epoch [11][940/1879] lr: 2.000e-02, eta: 1 day, 3:29:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5660, top5_acc: 0.8027, loss_cls: 1.7926, loss: 1.7926, grad_norm: 3.7294 2021-06-17 13:51:43,304 - mmaction - INFO - Epoch [11][960/1879] lr: 2.000e-02, eta: 1 day, 3:29:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5660, top5_acc: 0.7992, loss_cls: 1.8008, loss: 1.8008, grad_norm: 3.7733 2021-06-17 13:51:54,443 - mmaction - INFO - Epoch [11][980/1879] lr: 2.000e-02, eta: 1 day, 3:28:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.8047, loss_cls: 1.7986, loss: 1.7986, grad_norm: 3.7662 2021-06-17 13:52:05,603 - mmaction - INFO - Epoch [11][1000/1879] lr: 2.000e-02, eta: 1 day, 3:28:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7965, loss_cls: 1.8411, loss: 1.8411, grad_norm: 3.7937 2021-06-17 13:52:16,755 - mmaction - INFO - Epoch [11][1020/1879] lr: 2.000e-02, eta: 1 day, 3:28:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8436, loss: 1.8436, grad_norm: 3.8016 2021-06-17 13:52:27,910 - mmaction - INFO - Epoch [11][1040/1879] lr: 2.000e-02, eta: 1 day, 3:28:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5512, top5_acc: 0.7977, loss_cls: 1.8559, loss: 1.8559, grad_norm: 3.7993 2021-06-17 13:52:39,058 - mmaction - INFO - Epoch [11][1060/1879] lr: 2.000e-02, eta: 1 day, 3:27:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7898, loss_cls: 1.9032, loss: 1.9032, grad_norm: 3.9223 2021-06-17 13:52:50,203 - mmaction - INFO - Epoch [11][1080/1879] lr: 2.000e-02, eta: 1 day, 3:27:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8070, loss_cls: 1.7395, loss: 1.7395, grad_norm: 3.7604 2021-06-17 13:53:01,338 - mmaction - INFO - Epoch [11][1100/1879] lr: 2.000e-02, eta: 1 day, 3:27:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.8020, loss_cls: 1.8095, loss: 1.8095, grad_norm: 3.7408 2021-06-17 13:53:12,493 - mmaction - INFO - Epoch [11][1120/1879] lr: 2.000e-02, eta: 1 day, 3:27:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8090, loss_cls: 1.7292, loss: 1.7292, grad_norm: 3.7032 2021-06-17 13:53:23,660 - mmaction - INFO - Epoch [11][1140/1879] lr: 2.000e-02, eta: 1 day, 3:26:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8012, loss_cls: 1.8135, loss: 1.8135, grad_norm: 3.7715 2021-06-17 13:53:34,802 - mmaction - INFO - Epoch [11][1160/1879] lr: 2.000e-02, eta: 1 day, 3:26:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7920, loss: 1.7920, grad_norm: 3.7853 2021-06-17 13:53:45,952 - mmaction - INFO - Epoch [11][1180/1879] lr: 2.000e-02, eta: 1 day, 3:26:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7770, loss_cls: 1.9376, loss: 1.9376, grad_norm: 3.8232 2021-06-17 13:53:57,101 - mmaction - INFO - Epoch [11][1200/1879] lr: 2.000e-02, eta: 1 day, 3:25:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5652, top5_acc: 0.8016, loss_cls: 1.7893, loss: 1.7893, grad_norm: 3.7352 2021-06-17 13:54:08,250 - mmaction - INFO - Epoch [11][1220/1879] lr: 2.000e-02, eta: 1 day, 3:25:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8388, loss: 1.8388, grad_norm: 3.7293 2021-06-17 13:54:19,394 - mmaction - INFO - Epoch [11][1240/1879] lr: 2.000e-02, eta: 1 day, 3:25:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5488, top5_acc: 0.7949, loss_cls: 1.8499, loss: 1.8499, grad_norm: 3.7944 2021-06-17 13:54:30,545 - mmaction - INFO - Epoch [11][1260/1879] lr: 2.000e-02, eta: 1 day, 3:25:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7785, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.7808 2021-06-17 13:54:41,717 - mmaction - INFO - Epoch [11][1280/1879] lr: 2.000e-02, eta: 1 day, 3:24:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.7957, loss_cls: 1.8338, loss: 1.8338, grad_norm: 3.7594 2021-06-17 13:54:52,878 - mmaction - INFO - Epoch [11][1300/1879] lr: 2.000e-02, eta: 1 day, 3:24:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7988, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.6961 2021-06-17 13:55:04,073 - mmaction - INFO - Epoch [11][1320/1879] lr: 2.000e-02, eta: 1 day, 3:24:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.7937, loss_cls: 1.8443, loss: 1.8443, grad_norm: 3.6769 2021-06-17 13:55:15,208 - mmaction - INFO - Epoch [11][1340/1879] lr: 2.000e-02, eta: 1 day, 3:23:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8236, loss: 1.8236, grad_norm: 3.7376 2021-06-17 13:55:26,356 - mmaction - INFO - Epoch [11][1360/1879] lr: 2.000e-02, eta: 1 day, 3:23:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.7965, loss_cls: 1.8440, loss: 1.8440, grad_norm: 3.7693 2021-06-17 13:55:37,500 - mmaction - INFO - Epoch [11][1380/1879] lr: 2.000e-02, eta: 1 day, 3:23:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8031, loss_cls: 1.7746, loss: 1.7746, grad_norm: 3.6774 2021-06-17 13:55:48,647 - mmaction - INFO - Epoch [11][1400/1879] lr: 2.000e-02, eta: 1 day, 3:23:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8114, loss: 1.8114, grad_norm: 3.7528 2021-06-17 13:55:59,803 - mmaction - INFO - Epoch [11][1420/1879] lr: 2.000e-02, eta: 1 day, 3:22:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7961, loss_cls: 1.8623, loss: 1.8623, grad_norm: 3.7083 2021-06-17 13:56:10,940 - mmaction - INFO - Epoch [11][1440/1879] lr: 2.000e-02, eta: 1 day, 3:22:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7934, loss_cls: 1.8500, loss: 1.8500, grad_norm: 3.7470 2021-06-17 13:56:22,108 - mmaction - INFO - Epoch [11][1460/1879] lr: 2.000e-02, eta: 1 day, 3:22:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5574, top5_acc: 0.8000, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.7396 2021-06-17 13:56:33,254 - mmaction - INFO - Epoch [11][1480/1879] lr: 2.000e-02, eta: 1 day, 3:21:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7992, loss_cls: 1.8099, loss: 1.8099, grad_norm: 3.7376 2021-06-17 13:56:44,448 - mmaction - INFO - Epoch [11][1500/1879] lr: 2.000e-02, eta: 1 day, 3:21:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7980, loss_cls: 1.8179, loss: 1.8179, grad_norm: 3.7871 2021-06-17 13:56:55,641 - mmaction - INFO - Epoch [11][1520/1879] lr: 2.000e-02, eta: 1 day, 3:21:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.7997, loss: 1.7997, grad_norm: 3.7685 2021-06-17 13:57:06,869 - mmaction - INFO - Epoch [11][1540/1879] lr: 2.000e-02, eta: 1 day, 3:21:08, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.5496, top5_acc: 0.7930, loss_cls: 1.8383, loss: 1.8383, grad_norm: 3.6781 2021-06-17 13:57:18,022 - mmaction - INFO - Epoch [11][1560/1879] lr: 2.000e-02, eta: 1 day, 3:20:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.8037, loss: 1.8037, grad_norm: 3.7415 2021-06-17 13:57:29,162 - mmaction - INFO - Epoch [11][1580/1879] lr: 2.000e-02, eta: 1 day, 3:20:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5465, top5_acc: 0.7953, loss_cls: 1.8639, loss: 1.8639, grad_norm: 3.8060 2021-06-17 13:57:40,312 - mmaction - INFO - Epoch [11][1600/1879] lr: 2.000e-02, eta: 1 day, 3:20:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7977, loss_cls: 1.8550, loss: 1.8550, grad_norm: 3.8146 2021-06-17 13:57:51,468 - mmaction - INFO - Epoch [11][1620/1879] lr: 2.000e-02, eta: 1 day, 3:20:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5605, top5_acc: 0.7922, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.8188 2021-06-17 13:58:02,641 - mmaction - INFO - Epoch [11][1640/1879] lr: 2.000e-02, eta: 1 day, 3:19:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5480, top5_acc: 0.7883, loss_cls: 1.9039, loss: 1.9039, grad_norm: 3.8627 2021-06-17 13:58:13,786 - mmaction - INFO - Epoch [11][1660/1879] lr: 2.000e-02, eta: 1 day, 3:19:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7926, loss_cls: 1.8128, loss: 1.8128, grad_norm: 3.7014 2021-06-17 13:58:24,930 - mmaction - INFO - Epoch [11][1680/1879] lr: 2.000e-02, eta: 1 day, 3:19:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5605, top5_acc: 0.7902, loss_cls: 1.8401, loss: 1.8401, grad_norm: 3.7446 2021-06-17 13:58:36,084 - mmaction - INFO - Epoch [11][1700/1879] lr: 2.000e-02, eta: 1 day, 3:18:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7895, loss_cls: 1.8838, loss: 1.8838, grad_norm: 3.7532 2021-06-17 13:58:47,227 - mmaction - INFO - Epoch [11][1720/1879] lr: 2.000e-02, eta: 1 day, 3:18:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7887, loss_cls: 1.8890, loss: 1.8890, grad_norm: 3.7070 2021-06-17 13:58:58,376 - mmaction - INFO - Epoch [11][1740/1879] lr: 2.000e-02, eta: 1 day, 3:18:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8051, loss_cls: 1.7517, loss: 1.7517, grad_norm: 3.6567 2021-06-17 13:59:09,533 - mmaction - INFO - Epoch [11][1760/1879] lr: 2.000e-02, eta: 1 day, 3:18:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8283, loss: 1.8283, grad_norm: 3.9070 2021-06-17 13:59:20,675 - mmaction - INFO - Epoch [11][1780/1879] lr: 2.000e-02, eta: 1 day, 3:17:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.8016, loss_cls: 1.8206, loss: 1.8206, grad_norm: 3.7428 2021-06-17 13:59:31,824 - mmaction - INFO - Epoch [11][1800/1879] lr: 2.000e-02, eta: 1 day, 3:17:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7969, loss_cls: 1.8358, loss: 1.8358, grad_norm: 3.7142 2021-06-17 13:59:42,996 - mmaction - INFO - Epoch [11][1820/1879] lr: 2.000e-02, eta: 1 day, 3:17:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.8070, loss_cls: 1.8020, loss: 1.8020, grad_norm: 3.8839 2021-06-17 13:59:54,146 - mmaction - INFO - Epoch [11][1840/1879] lr: 2.000e-02, eta: 1 day, 3:16:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5543, top5_acc: 0.7977, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.7874 2021-06-17 14:00:05,344 - mmaction - INFO - Epoch [11][1860/1879] lr: 2.000e-02, eta: 1 day, 3:16:43, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8016, loss_cls: 1.7853, loss: 1.7853, grad_norm: 3.6382 2021-06-17 14:00:17,307 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-06-17 14:01:33,566 - mmaction - INFO - Epoch [12][20/1879] lr: 2.000e-02, eta: 1 day, 3:23:28, time: 3.795, data_time: 3.214, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7892, loss: 1.7892, grad_norm: 3.6457 2021-06-17 14:01:44,721 - mmaction - INFO - Epoch [12][40/1879] lr: 2.000e-02, eta: 1 day, 3:23:11, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8004, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.6267 2021-06-17 14:01:55,842 - mmaction - INFO - Epoch [12][60/1879] lr: 2.000e-02, eta: 1 day, 3:22:54, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8125, loss_cls: 1.7515, loss: 1.7515, grad_norm: 3.6798 2021-06-17 14:02:06,978 - mmaction - INFO - Epoch [12][80/1879] lr: 2.000e-02, eta: 1 day, 3:22:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8043, loss_cls: 1.7529, loss: 1.7529, grad_norm: 3.7585 2021-06-17 14:02:18,110 - mmaction - INFO - Epoch [12][100/1879] lr: 2.000e-02, eta: 1 day, 3:22:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8109, loss_cls: 1.7831, loss: 1.7831, grad_norm: 3.7386 2021-06-17 14:02:29,252 - mmaction - INFO - Epoch [12][120/1879] lr: 2.000e-02, eta: 1 day, 3:22:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8082, loss_cls: 1.7423, loss: 1.7423, grad_norm: 3.7013 2021-06-17 14:02:40,407 - mmaction - INFO - Epoch [12][140/1879] lr: 2.000e-02, eta: 1 day, 3:21:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7605, loss: 1.7605, grad_norm: 3.6940 2021-06-17 14:02:51,552 - mmaction - INFO - Epoch [12][160/1879] lr: 2.000e-02, eta: 1 day, 3:21:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7247, loss: 1.7247, grad_norm: 3.6968 2021-06-17 14:03:02,689 - mmaction - INFO - Epoch [12][180/1879] lr: 2.000e-02, eta: 1 day, 3:21:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7551, loss: 1.7551, grad_norm: 3.7458 2021-06-17 14:03:13,836 - mmaction - INFO - Epoch [12][200/1879] lr: 2.000e-02, eta: 1 day, 3:20:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7971, loss: 1.7971, grad_norm: 3.7400 2021-06-17 14:03:24,992 - mmaction - INFO - Epoch [12][220/1879] lr: 2.000e-02, eta: 1 day, 3:20:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.7871, loss: 1.7871, grad_norm: 3.7034 2021-06-17 14:03:36,151 - mmaction - INFO - Epoch [12][240/1879] lr: 2.000e-02, eta: 1 day, 3:20:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.7930, loss_cls: 1.7932, loss: 1.7932, grad_norm: 3.6953 2021-06-17 14:03:47,291 - mmaction - INFO - Epoch [12][260/1879] lr: 2.000e-02, eta: 1 day, 3:20:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5566, top5_acc: 0.8047, loss_cls: 1.8086, loss: 1.8086, grad_norm: 3.7949 2021-06-17 14:03:58,439 - mmaction - INFO - Epoch [12][280/1879] lr: 2.000e-02, eta: 1 day, 3:19:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7730, loss: 1.7730, grad_norm: 3.6722 2021-06-17 14:04:09,579 - mmaction - INFO - Epoch [12][300/1879] lr: 2.000e-02, eta: 1 day, 3:19:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.7992, loss_cls: 1.7799, loss: 1.7799, grad_norm: 3.7947 2021-06-17 14:04:20,736 - mmaction - INFO - Epoch [12][320/1879] lr: 2.000e-02, eta: 1 day, 3:19:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8191, loss_cls: 1.7111, loss: 1.7111, grad_norm: 3.7052 2021-06-17 14:04:31,867 - mmaction - INFO - Epoch [12][340/1879] lr: 2.000e-02, eta: 1 day, 3:18:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.8117, loss_cls: 1.7794, loss: 1.7794, grad_norm: 3.7838 2021-06-17 14:04:43,007 - mmaction - INFO - Epoch [12][360/1879] lr: 2.000e-02, eta: 1 day, 3:18:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8059, loss_cls: 1.7368, loss: 1.7368, grad_norm: 3.7135 2021-06-17 14:04:54,150 - mmaction - INFO - Epoch [12][380/1879] lr: 2.000e-02, eta: 1 day, 3:18:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8074, loss_cls: 1.8151, loss: 1.8151, grad_norm: 3.8102 2021-06-17 14:05:05,377 - mmaction - INFO - Epoch [12][400/1879] lr: 2.000e-02, eta: 1 day, 3:18:07, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.8083, loss: 1.8083, grad_norm: 3.8287 2021-06-17 14:05:16,510 - mmaction - INFO - Epoch [12][420/1879] lr: 2.000e-02, eta: 1 day, 3:17:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5637, top5_acc: 0.7906, loss_cls: 1.8435, loss: 1.8435, grad_norm: 3.8908 2021-06-17 14:05:27,653 - mmaction - INFO - Epoch [12][440/1879] lr: 2.000e-02, eta: 1 day, 3:17:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8098, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.7162 2021-06-17 14:05:38,787 - mmaction - INFO - Epoch [12][460/1879] lr: 2.000e-02, eta: 1 day, 3:17:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7824, loss_cls: 1.8480, loss: 1.8480, grad_norm: 3.7732 2021-06-17 14:05:49,937 - mmaction - INFO - Epoch [12][480/1879] lr: 2.000e-02, eta: 1 day, 3:16:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5645, top5_acc: 0.7996, loss_cls: 1.8442, loss: 1.8442, grad_norm: 3.7824 2021-06-17 14:06:01,073 - mmaction - INFO - Epoch [12][500/1879] lr: 2.000e-02, eta: 1 day, 3:16:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7934, loss_cls: 1.8469, loss: 1.8469, grad_norm: 3.8502 2021-06-17 14:06:12,200 - mmaction - INFO - Epoch [12][520/1879] lr: 2.000e-02, eta: 1 day, 3:16:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8223, loss_cls: 1.7060, loss: 1.7060, grad_norm: 3.6426 2021-06-17 14:06:23,359 - mmaction - INFO - Epoch [12][540/1879] lr: 2.000e-02, eta: 1 day, 3:16:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5574, top5_acc: 0.7980, loss_cls: 1.8393, loss: 1.8393, grad_norm: 3.8138 2021-06-17 14:06:34,481 - mmaction - INFO - Epoch [12][560/1879] lr: 2.000e-02, eta: 1 day, 3:15:52, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7720, loss: 1.7720, grad_norm: 3.7147 2021-06-17 14:06:45,627 - mmaction - INFO - Epoch [12][580/1879] lr: 2.000e-02, eta: 1 day, 3:15:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8070, loss_cls: 1.7950, loss: 1.7950, grad_norm: 3.8029 2021-06-17 14:06:56,780 - mmaction - INFO - Epoch [12][600/1879] lr: 2.000e-02, eta: 1 day, 3:15:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.7037 2021-06-17 14:07:07,937 - mmaction - INFO - Epoch [12][620/1879] lr: 2.000e-02, eta: 1 day, 3:15:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5684, top5_acc: 0.8012, loss_cls: 1.7874, loss: 1.7874, grad_norm: 3.7905 2021-06-17 14:07:19,101 - mmaction - INFO - Epoch [12][640/1879] lr: 2.000e-02, eta: 1 day, 3:14:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8199, loss: 1.8199, grad_norm: 3.7784 2021-06-17 14:07:30,263 - mmaction - INFO - Epoch [12][660/1879] lr: 2.000e-02, eta: 1 day, 3:14:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.7689, loss: 1.7689, grad_norm: 3.7476 2021-06-17 14:07:41,423 - mmaction - INFO - Epoch [12][680/1879] lr: 2.000e-02, eta: 1 day, 3:14:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5715, top5_acc: 0.8055, loss_cls: 1.7878, loss: 1.7878, grad_norm: 3.8142 2021-06-17 14:07:52,566 - mmaction - INFO - Epoch [12][700/1879] lr: 2.000e-02, eta: 1 day, 3:13:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5684, top5_acc: 0.8043, loss_cls: 1.7810, loss: 1.7810, grad_norm: 3.8344 2021-06-17 14:08:03,726 - mmaction - INFO - Epoch [12][720/1879] lr: 2.000e-02, eta: 1 day, 3:13:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8109, loss_cls: 1.7288, loss: 1.7288, grad_norm: 3.7025 2021-06-17 14:08:14,885 - mmaction - INFO - Epoch [12][740/1879] lr: 2.000e-02, eta: 1 day, 3:13:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.7973, loss_cls: 1.7948, loss: 1.7948, grad_norm: 3.8800 2021-06-17 14:08:26,041 - mmaction - INFO - Epoch [12][760/1879] lr: 2.000e-02, eta: 1 day, 3:13:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5527, top5_acc: 0.8027, loss_cls: 1.8304, loss: 1.8304, grad_norm: 3.7792 2021-06-17 14:08:37,190 - mmaction - INFO - Epoch [12][780/1879] lr: 2.000e-02, eta: 1 day, 3:12:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5598, top5_acc: 0.7977, loss_cls: 1.7797, loss: 1.7797, grad_norm: 3.7105 2021-06-17 14:08:48,331 - mmaction - INFO - Epoch [12][800/1879] lr: 2.000e-02, eta: 1 day, 3:12:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8066, loss_cls: 1.7859, loss: 1.7859, grad_norm: 3.7483 2021-06-17 14:08:59,487 - mmaction - INFO - Epoch [12][820/1879] lr: 2.000e-02, eta: 1 day, 3:12:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7902, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.8306 2021-06-17 14:09:10,637 - mmaction - INFO - Epoch [12][840/1879] lr: 2.000e-02, eta: 1 day, 3:11:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8066, loss_cls: 1.7771, loss: 1.7771, grad_norm: 3.7538 2021-06-17 14:09:21,808 - mmaction - INFO - Epoch [12][860/1879] lr: 2.000e-02, eta: 1 day, 3:11:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7624, loss: 1.7624, grad_norm: 3.6974 2021-06-17 14:09:32,976 - mmaction - INFO - Epoch [12][880/1879] lr: 2.000e-02, eta: 1 day, 3:11:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7965, loss_cls: 1.8294, loss: 1.8294, grad_norm: 3.7626 2021-06-17 14:09:44,133 - mmaction - INFO - Epoch [12][900/1879] lr: 2.000e-02, eta: 1 day, 3:11:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5629, top5_acc: 0.7961, loss_cls: 1.8210, loss: 1.8210, grad_norm: 3.7455 2021-06-17 14:09:55,281 - mmaction - INFO - Epoch [12][920/1879] lr: 2.000e-02, eta: 1 day, 3:10:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5590, top5_acc: 0.8063, loss_cls: 1.7523, loss: 1.7523, grad_norm: 3.7367 2021-06-17 14:10:06,422 - mmaction - INFO - Epoch [12][940/1879] lr: 2.000e-02, eta: 1 day, 3:10:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8113, loss_cls: 1.8001, loss: 1.8001, grad_norm: 3.7957 2021-06-17 14:10:17,560 - mmaction - INFO - Epoch [12][960/1879] lr: 2.000e-02, eta: 1 day, 3:10:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8152, loss_cls: 1.7372, loss: 1.7372, grad_norm: 3.7639 2021-06-17 14:10:28,714 - mmaction - INFO - Epoch [12][980/1879] lr: 2.000e-02, eta: 1 day, 3:10:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8090, loss_cls: 1.8024, loss: 1.8024, grad_norm: 3.8441 2021-06-17 14:10:39,872 - mmaction - INFO - Epoch [12][1000/1879] lr: 2.000e-02, eta: 1 day, 3:09:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8094, loss_cls: 1.7850, loss: 1.7850, grad_norm: 3.7691 2021-06-17 14:10:51,024 - mmaction - INFO - Epoch [12][1020/1879] lr: 2.000e-02, eta: 1 day, 3:09:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.8105, loss_cls: 1.7526, loss: 1.7526, grad_norm: 3.8024 2021-06-17 14:11:02,180 - mmaction - INFO - Epoch [12][1040/1879] lr: 2.000e-02, eta: 1 day, 3:09:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5621, top5_acc: 0.7926, loss_cls: 1.8533, loss: 1.8533, grad_norm: 3.8123 2021-06-17 14:11:13,338 - mmaction - INFO - Epoch [12][1060/1879] lr: 2.000e-02, eta: 1 day, 3:08:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.7996, loss_cls: 1.7839, loss: 1.7839, grad_norm: 3.7099 2021-06-17 14:11:24,479 - mmaction - INFO - Epoch [12][1080/1879] lr: 2.000e-02, eta: 1 day, 3:08:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5637, top5_acc: 0.8020, loss_cls: 1.8078, loss: 1.8078, grad_norm: 3.8168 2021-06-17 14:11:35,628 - mmaction - INFO - Epoch [12][1100/1879] lr: 2.000e-02, eta: 1 day, 3:08:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8148, loss_cls: 1.7501, loss: 1.7501, grad_norm: 3.7480 2021-06-17 14:11:46,776 - mmaction - INFO - Epoch [12][1120/1879] lr: 2.000e-02, eta: 1 day, 3:08:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8152, loss_cls: 1.7569, loss: 1.7569, grad_norm: 3.8523 2021-06-17 14:11:57,934 - mmaction - INFO - Epoch [12][1140/1879] lr: 2.000e-02, eta: 1 day, 3:07:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8020, loss_cls: 1.7803, loss: 1.7803, grad_norm: 3.8511 2021-06-17 14:12:09,088 - mmaction - INFO - Epoch [12][1160/1879] lr: 2.000e-02, eta: 1 day, 3:07:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8043, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.7859 2021-06-17 14:12:20,234 - mmaction - INFO - Epoch [12][1180/1879] lr: 2.000e-02, eta: 1 day, 3:07:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8113, loss_cls: 1.7745, loss: 1.7745, grad_norm: 3.6709 2021-06-17 14:12:31,384 - mmaction - INFO - Epoch [12][1200/1879] lr: 2.000e-02, eta: 1 day, 3:07:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7957, loss_cls: 1.8615, loss: 1.8615, grad_norm: 3.7667 2021-06-17 14:12:42,536 - mmaction - INFO - Epoch [12][1220/1879] lr: 2.000e-02, eta: 1 day, 3:06:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8086, loss_cls: 1.7579, loss: 1.7579, grad_norm: 3.6811 2021-06-17 14:12:53,688 - mmaction - INFO - Epoch [12][1240/1879] lr: 2.000e-02, eta: 1 day, 3:06:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5504, top5_acc: 0.7766, loss_cls: 1.8715, loss: 1.8715, grad_norm: 3.7299 2021-06-17 14:13:04,836 - mmaction - INFO - Epoch [12][1260/1879] lr: 2.000e-02, eta: 1 day, 3:06:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.8043, loss_cls: 1.7839, loss: 1.7839, grad_norm: 3.7352 2021-06-17 14:13:15,990 - mmaction - INFO - Epoch [12][1280/1879] lr: 2.000e-02, eta: 1 day, 3:05:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.8066, loss_cls: 1.7854, loss: 1.7854, grad_norm: 3.7661 2021-06-17 14:13:27,152 - mmaction - INFO - Epoch [12][1300/1879] lr: 2.000e-02, eta: 1 day, 3:05:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5668, top5_acc: 0.8082, loss_cls: 1.8162, loss: 1.8162, grad_norm: 3.7925 2021-06-17 14:13:38,299 - mmaction - INFO - Epoch [12][1320/1879] lr: 2.000e-02, eta: 1 day, 3:05:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8121, loss_cls: 1.7711, loss: 1.7711, grad_norm: 3.7172 2021-06-17 14:13:49,439 - mmaction - INFO - Epoch [12][1340/1879] lr: 2.000e-02, eta: 1 day, 3:05:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.7988, loss_cls: 1.7957, loss: 1.7957, grad_norm: 3.6776 2021-06-17 14:14:00,569 - mmaction - INFO - Epoch [12][1360/1879] lr: 2.000e-02, eta: 1 day, 3:04:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5684, top5_acc: 0.8148, loss_cls: 1.7530, loss: 1.7530, grad_norm: 3.7499 2021-06-17 14:14:11,721 - mmaction - INFO - Epoch [12][1380/1879] lr: 2.000e-02, eta: 1 day, 3:04:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5668, top5_acc: 0.8074, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.7452 2021-06-17 14:14:22,857 - mmaction - INFO - Epoch [12][1400/1879] lr: 2.000e-02, eta: 1 day, 3:04:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8059, loss_cls: 1.7995, loss: 1.7995, grad_norm: 3.7129 2021-06-17 14:14:34,003 - mmaction - INFO - Epoch [12][1420/1879] lr: 2.000e-02, eta: 1 day, 3:04:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.9052, loss: 1.9052, grad_norm: 3.8563 2021-06-17 14:14:45,134 - mmaction - INFO - Epoch [12][1440/1879] lr: 2.000e-02, eta: 1 day, 3:03:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7973, loss_cls: 1.8549, loss: 1.8549, grad_norm: 3.8041 2021-06-17 14:14:56,295 - mmaction - INFO - Epoch [12][1460/1879] lr: 2.000e-02, eta: 1 day, 3:03:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8027, loss_cls: 1.8014, loss: 1.8014, grad_norm: 3.6210 2021-06-17 14:15:07,437 - mmaction - INFO - Epoch [12][1480/1879] lr: 2.000e-02, eta: 1 day, 3:03:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5590, top5_acc: 0.7930, loss_cls: 1.8092, loss: 1.8092, grad_norm: 3.7396 2021-06-17 14:15:18,565 - mmaction - INFO - Epoch [12][1500/1879] lr: 2.000e-02, eta: 1 day, 3:02:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8008, loss_cls: 1.7813, loss: 1.7813, grad_norm: 3.6963 2021-06-17 14:15:29,724 - mmaction - INFO - Epoch [12][1520/1879] lr: 2.000e-02, eta: 1 day, 3:02:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.7980, loss_cls: 1.8323, loss: 1.8323, grad_norm: 3.7807 2021-06-17 14:15:40,886 - mmaction - INFO - Epoch [12][1540/1879] lr: 2.000e-02, eta: 1 day, 3:02:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.8355, loss: 1.8355, grad_norm: 3.9162 2021-06-17 14:15:52,036 - mmaction - INFO - Epoch [12][1560/1879] lr: 2.000e-02, eta: 1 day, 3:02:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.7965, loss_cls: 1.8350, loss: 1.8350, grad_norm: 3.7532 2021-06-17 14:16:03,173 - mmaction - INFO - Epoch [12][1580/1879] lr: 2.000e-02, eta: 1 day, 3:01:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7883, loss_cls: 1.8425, loss: 1.8425, grad_norm: 3.8466 2021-06-17 14:16:14,355 - mmaction - INFO - Epoch [12][1600/1879] lr: 2.000e-02, eta: 1 day, 3:01:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.7918, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.8009 2021-06-17 14:16:25,494 - mmaction - INFO - Epoch [12][1620/1879] lr: 2.000e-02, eta: 1 day, 3:01:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8012, loss_cls: 1.8133, loss: 1.8133, grad_norm: 3.8185 2021-06-17 14:16:36,646 - mmaction - INFO - Epoch [12][1640/1879] lr: 2.000e-02, eta: 1 day, 3:01:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5605, top5_acc: 0.7965, loss_cls: 1.8224, loss: 1.8224, grad_norm: 3.8083 2021-06-17 14:16:47,801 - mmaction - INFO - Epoch [12][1660/1879] lr: 2.000e-02, eta: 1 day, 3:00:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8023, loss_cls: 1.7955, loss: 1.7955, grad_norm: 3.7341 2021-06-17 14:16:58,959 - mmaction - INFO - Epoch [12][1680/1879] lr: 2.000e-02, eta: 1 day, 3:00:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.8174, loss: 1.8174, grad_norm: 3.6625 2021-06-17 14:17:10,125 - mmaction - INFO - Epoch [12][1700/1879] lr: 2.000e-02, eta: 1 day, 3:00:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8027, loss_cls: 1.7518, loss: 1.7518, grad_norm: 3.6832 2021-06-17 14:17:21,264 - mmaction - INFO - Epoch [12][1720/1879] lr: 2.000e-02, eta: 1 day, 3:00:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8020, loss_cls: 1.7801, loss: 1.7801, grad_norm: 3.7642 2021-06-17 14:17:32,451 - mmaction - INFO - Epoch [12][1740/1879] lr: 2.000e-02, eta: 1 day, 2:59:44, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5645, top5_acc: 0.7984, loss_cls: 1.7938, loss: 1.7938, grad_norm: 3.7939 2021-06-17 14:17:43,555 - mmaction - INFO - Epoch [12][1760/1879] lr: 2.000e-02, eta: 1 day, 2:59:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5660, top5_acc: 0.8039, loss_cls: 1.8050, loss: 1.8050, grad_norm: 3.8006 2021-06-17 14:17:54,718 - mmaction - INFO - Epoch [12][1780/1879] lr: 2.000e-02, eta: 1 day, 2:59:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8090, loss_cls: 1.7775, loss: 1.7775, grad_norm: 3.6811 2021-06-17 14:18:05,851 - mmaction - INFO - Epoch [12][1800/1879] lr: 2.000e-02, eta: 1 day, 2:58:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8022, loss: 1.8022, grad_norm: 3.6661 2021-06-17 14:18:16,998 - mmaction - INFO - Epoch [12][1820/1879] lr: 2.000e-02, eta: 1 day, 2:58:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.8457, loss: 1.8457, grad_norm: 3.7448 2021-06-17 14:18:28,172 - mmaction - INFO - Epoch [12][1840/1879] lr: 2.000e-02, eta: 1 day, 2:58:23, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5574, top5_acc: 0.7945, loss_cls: 1.8217, loss: 1.8217, grad_norm: 3.7500 2021-06-17 14:18:39,325 - mmaction - INFO - Epoch [12][1860/1879] lr: 2.000e-02, eta: 1 day, 2:58:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.8037, loss: 1.8037, grad_norm: 3.7954 2021-06-17 14:18:51,457 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-06-17 14:20:07,396 - mmaction - INFO - Epoch [13][20/1879] lr: 2.000e-02, eta: 1 day, 3:04:04, time: 3.735, data_time: 3.163, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8152, loss_cls: 1.7316, loss: 1.7316, grad_norm: 3.7227 2021-06-17 14:20:18,572 - mmaction - INFO - Epoch [13][40/1879] lr: 2.000e-02, eta: 1 day, 3:03:47, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.7178, loss: 1.7178, grad_norm: 3.7260 2021-06-17 14:20:29,694 - mmaction - INFO - Epoch [13][60/1879] lr: 2.000e-02, eta: 1 day, 3:03:31, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8250, loss_cls: 1.6574, loss: 1.6574, grad_norm: 3.6904 2021-06-17 14:20:40,818 - mmaction - INFO - Epoch [13][80/1879] lr: 2.000e-02, eta: 1 day, 3:03:14, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8199, loss_cls: 1.7371, loss: 1.7371, grad_norm: 3.7799 2021-06-17 14:20:51,935 - mmaction - INFO - Epoch [13][100/1879] lr: 2.000e-02, eta: 1 day, 3:02:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8008, loss_cls: 1.7890, loss: 1.7890, grad_norm: 3.7471 2021-06-17 14:21:03,065 - mmaction - INFO - Epoch [13][120/1879] lr: 2.000e-02, eta: 1 day, 3:02:41, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8090, loss_cls: 1.6928, loss: 1.6928, grad_norm: 3.7212 2021-06-17 14:21:14,198 - mmaction - INFO - Epoch [13][140/1879] lr: 2.000e-02, eta: 1 day, 3:02:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5793, top5_acc: 0.8094, loss_cls: 1.7437, loss: 1.7437, grad_norm: 3.7604 2021-06-17 14:21:25,327 - mmaction - INFO - Epoch [13][160/1879] lr: 2.000e-02, eta: 1 day, 3:02:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7695, loss: 1.7695, grad_norm: 3.7801 2021-06-17 14:21:36,466 - mmaction - INFO - Epoch [13][180/1879] lr: 2.000e-02, eta: 1 day, 3:01:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8230, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.7435 2021-06-17 14:21:47,604 - mmaction - INFO - Epoch [13][200/1879] lr: 2.000e-02, eta: 1 day, 3:01:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8043, loss_cls: 1.7628, loss: 1.7628, grad_norm: 3.7540 2021-06-17 14:21:58,729 - mmaction - INFO - Epoch [13][220/1879] lr: 2.000e-02, eta: 1 day, 3:01:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8137, loss_cls: 1.6762, loss: 1.6762, grad_norm: 3.6502 2021-06-17 14:22:09,875 - mmaction - INFO - Epoch [13][240/1879] lr: 2.000e-02, eta: 1 day, 3:01:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8109, loss_cls: 1.7247, loss: 1.7247, grad_norm: 3.7722 2021-06-17 14:22:21,017 - mmaction - INFO - Epoch [13][260/1879] lr: 2.000e-02, eta: 1 day, 3:00:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6659, loss: 1.6659, grad_norm: 3.6920 2021-06-17 14:22:32,179 - mmaction - INFO - Epoch [13][280/1879] lr: 2.000e-02, eta: 1 day, 3:00:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5668, top5_acc: 0.8160, loss_cls: 1.7394, loss: 1.7394, grad_norm: 3.8220 2021-06-17 14:22:43,311 - mmaction - INFO - Epoch [13][300/1879] lr: 2.000e-02, eta: 1 day, 3:00:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.7146 2021-06-17 14:22:54,463 - mmaction - INFO - Epoch [13][320/1879] lr: 2.000e-02, eta: 1 day, 2:59:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8070, loss_cls: 1.7023, loss: 1.7023, grad_norm: 3.7185 2021-06-17 14:23:05,609 - mmaction - INFO - Epoch [13][340/1879] lr: 2.000e-02, eta: 1 day, 2:59:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8082, loss_cls: 1.7528, loss: 1.7528, grad_norm: 3.8072 2021-06-17 14:23:16,756 - mmaction - INFO - Epoch [13][360/1879] lr: 2.000e-02, eta: 1 day, 2:59:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8021, loss: 1.8021, grad_norm: 3.8169 2021-06-17 14:23:27,897 - mmaction - INFO - Epoch [13][380/1879] lr: 2.000e-02, eta: 1 day, 2:59:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8051, loss_cls: 1.7941, loss: 1.7941, grad_norm: 3.8389 2021-06-17 14:23:39,038 - mmaction - INFO - Epoch [13][400/1879] lr: 2.000e-02, eta: 1 day, 2:58:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8176, loss_cls: 1.7036, loss: 1.7036, grad_norm: 3.6924 2021-06-17 14:23:50,187 - mmaction - INFO - Epoch [13][420/1879] lr: 2.000e-02, eta: 1 day, 2:58:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8129, loss_cls: 1.7111, loss: 1.7111, grad_norm: 3.7267 2021-06-17 14:24:01,323 - mmaction - INFO - Epoch [13][440/1879] lr: 2.000e-02, eta: 1 day, 2:58:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8047, loss_cls: 1.7364, loss: 1.7364, grad_norm: 3.7123 2021-06-17 14:24:12,471 - mmaction - INFO - Epoch [13][460/1879] lr: 2.000e-02, eta: 1 day, 2:58:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7965, loss: 1.7965, grad_norm: 3.7950 2021-06-17 14:24:23,623 - mmaction - INFO - Epoch [13][480/1879] lr: 2.000e-02, eta: 1 day, 2:57:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8191, loss_cls: 1.7323, loss: 1.7323, grad_norm: 3.6967 2021-06-17 14:24:34,775 - mmaction - INFO - Epoch [13][500/1879] lr: 2.000e-02, eta: 1 day, 2:57:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8059, loss_cls: 1.7435, loss: 1.7435, grad_norm: 3.6793 2021-06-17 14:24:45,924 - mmaction - INFO - Epoch [13][520/1879] lr: 2.000e-02, eta: 1 day, 2:57:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8113, loss_cls: 1.7690, loss: 1.7690, grad_norm: 3.7642 2021-06-17 14:24:57,072 - mmaction - INFO - Epoch [13][540/1879] lr: 2.000e-02, eta: 1 day, 2:56:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8164, loss_cls: 1.7396, loss: 1.7396, grad_norm: 3.7179 2021-06-17 14:25:08,221 - mmaction - INFO - Epoch [13][560/1879] lr: 2.000e-02, eta: 1 day, 2:56:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8023, loss_cls: 1.7783, loss: 1.7783, grad_norm: 3.8406 2021-06-17 14:25:19,356 - mmaction - INFO - Epoch [13][580/1879] lr: 2.000e-02, eta: 1 day, 2:56:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.7686, loss: 1.7686, grad_norm: 3.8876 2021-06-17 14:25:30,499 - mmaction - INFO - Epoch [13][600/1879] lr: 2.000e-02, eta: 1 day, 2:56:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5715, top5_acc: 0.7949, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.8302 2021-06-17 14:25:41,653 - mmaction - INFO - Epoch [13][620/1879] lr: 2.000e-02, eta: 1 day, 2:55:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7953, loss_cls: 1.8488, loss: 1.8488, grad_norm: 3.7442 2021-06-17 14:25:52,840 - mmaction - INFO - Epoch [13][640/1879] lr: 2.000e-02, eta: 1 day, 2:55:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.7995, loss: 1.7995, grad_norm: 3.7091 2021-06-17 14:26:03,989 - mmaction - INFO - Epoch [13][660/1879] lr: 2.000e-02, eta: 1 day, 2:55:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5793, top5_acc: 0.8059, loss_cls: 1.7577, loss: 1.7577, grad_norm: 3.7688 2021-06-17 14:26:15,133 - mmaction - INFO - Epoch [13][680/1879] lr: 2.000e-02, eta: 1 day, 2:55:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.8066, loss_cls: 1.8045, loss: 1.8045, grad_norm: 3.7923 2021-06-17 14:26:26,294 - mmaction - INFO - Epoch [13][700/1879] lr: 2.000e-02, eta: 1 day, 2:54:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8113, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.7296 2021-06-17 14:26:37,429 - mmaction - INFO - Epoch [13][720/1879] lr: 2.000e-02, eta: 1 day, 2:54:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5613, top5_acc: 0.8039, loss_cls: 1.7944, loss: 1.7944, grad_norm: 3.7974 2021-06-17 14:26:48,572 - mmaction - INFO - Epoch [13][740/1879] lr: 2.000e-02, eta: 1 day, 2:54:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8059, loss_cls: 1.7902, loss: 1.7902, grad_norm: 3.6329 2021-06-17 14:26:59,716 - mmaction - INFO - Epoch [13][760/1879] lr: 2.000e-02, eta: 1 day, 2:53:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7241, loss: 1.7241, grad_norm: 3.7087 2021-06-17 14:27:10,862 - mmaction - INFO - Epoch [13][780/1879] lr: 2.000e-02, eta: 1 day, 2:53:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8082, loss_cls: 1.7544, loss: 1.7544, grad_norm: 3.8079 2021-06-17 14:27:22,015 - mmaction - INFO - Epoch [13][800/1879] lr: 2.000e-02, eta: 1 day, 2:53:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8098, loss_cls: 1.7775, loss: 1.7775, grad_norm: 3.8588 2021-06-17 14:27:33,162 - mmaction - INFO - Epoch [13][820/1879] lr: 2.000e-02, eta: 1 day, 2:53:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6897, loss: 1.6897, grad_norm: 3.7091 2021-06-17 14:27:44,321 - mmaction - INFO - Epoch [13][840/1879] lr: 2.000e-02, eta: 1 day, 2:52:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.8023, loss_cls: 1.8166, loss: 1.8166, grad_norm: 3.8982 2021-06-17 14:27:55,464 - mmaction - INFO - Epoch [13][860/1879] lr: 2.000e-02, eta: 1 day, 2:52:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8074, loss_cls: 1.7592, loss: 1.7592, grad_norm: 3.7012 2021-06-17 14:28:06,612 - mmaction - INFO - Epoch [13][880/1879] lr: 2.000e-02, eta: 1 day, 2:52:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.8016, loss_cls: 1.8110, loss: 1.8110, grad_norm: 3.8486 2021-06-17 14:28:17,791 - mmaction - INFO - Epoch [13][900/1879] lr: 2.000e-02, eta: 1 day, 2:52:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8035, loss_cls: 1.7610, loss: 1.7610, grad_norm: 3.7309 2021-06-17 14:28:28,924 - mmaction - INFO - Epoch [13][920/1879] lr: 2.000e-02, eta: 1 day, 2:51:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.8190, loss: 1.8190, grad_norm: 3.8697 2021-06-17 14:28:40,074 - mmaction - INFO - Epoch [13][940/1879] lr: 2.000e-02, eta: 1 day, 2:51:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8027, loss_cls: 1.7933, loss: 1.7933, grad_norm: 3.7592 2021-06-17 14:28:51,212 - mmaction - INFO - Epoch [13][960/1879] lr: 2.000e-02, eta: 1 day, 2:51:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8090, loss_cls: 1.7612, loss: 1.7612, grad_norm: 3.7952 2021-06-17 14:29:02,352 - mmaction - INFO - Epoch [13][980/1879] lr: 2.000e-02, eta: 1 day, 2:51:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8238, loss_cls: 1.7432, loss: 1.7432, grad_norm: 3.7586 2021-06-17 14:29:13,504 - mmaction - INFO - Epoch [13][1000/1879] lr: 2.000e-02, eta: 1 day, 2:50:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8027, loss_cls: 1.8115, loss: 1.8115, grad_norm: 3.8045 2021-06-17 14:29:24,659 - mmaction - INFO - Epoch [13][1020/1879] lr: 2.000e-02, eta: 1 day, 2:50:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.7953, loss_cls: 1.7873, loss: 1.7873, grad_norm: 3.7572 2021-06-17 14:29:35,799 - mmaction - INFO - Epoch [13][1040/1879] lr: 2.000e-02, eta: 1 day, 2:50:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5629, top5_acc: 0.8070, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.7702 2021-06-17 14:29:46,952 - mmaction - INFO - Epoch [13][1060/1879] lr: 2.000e-02, eta: 1 day, 2:49:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8121, loss_cls: 1.7565, loss: 1.7565, grad_norm: 3.7484 2021-06-17 14:29:58,116 - mmaction - INFO - Epoch [13][1080/1879] lr: 2.000e-02, eta: 1 day, 2:49:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5652, top5_acc: 0.8129, loss_cls: 1.7607, loss: 1.7607, grad_norm: 3.7489 2021-06-17 14:30:09,261 - mmaction - INFO - Epoch [13][1100/1879] lr: 2.000e-02, eta: 1 day, 2:49:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5590, top5_acc: 0.8004, loss_cls: 1.7974, loss: 1.7974, grad_norm: 3.7585 2021-06-17 14:30:20,400 - mmaction - INFO - Epoch [13][1120/1879] lr: 2.000e-02, eta: 1 day, 2:49:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7941, loss_cls: 1.8049, loss: 1.8049, grad_norm: 3.7471 2021-06-17 14:30:31,538 - mmaction - INFO - Epoch [13][1140/1879] lr: 2.000e-02, eta: 1 day, 2:48:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8168, loss_cls: 1.7634, loss: 1.7634, grad_norm: 3.7637 2021-06-17 14:30:42,685 - mmaction - INFO - Epoch [13][1160/1879] lr: 2.000e-02, eta: 1 day, 2:48:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.8055, loss_cls: 1.7696, loss: 1.7696, grad_norm: 3.7426 2021-06-17 14:30:53,842 - mmaction - INFO - Epoch [13][1180/1879] lr: 2.000e-02, eta: 1 day, 2:48:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.8324 2021-06-17 14:31:04,984 - mmaction - INFO - Epoch [13][1200/1879] lr: 2.000e-02, eta: 1 day, 2:48:06, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.7911, loss: 1.7911, grad_norm: 3.7399 2021-06-17 14:31:16,136 - mmaction - INFO - Epoch [13][1220/1879] lr: 2.000e-02, eta: 1 day, 2:47:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8043, loss_cls: 1.7625, loss: 1.7625, grad_norm: 3.7608 2021-06-17 14:31:27,302 - mmaction - INFO - Epoch [13][1240/1879] lr: 2.000e-02, eta: 1 day, 2:47:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8082, loss_cls: 1.7821, loss: 1.7821, grad_norm: 3.7429 2021-06-17 14:31:38,448 - mmaction - INFO - Epoch [13][1260/1879] lr: 2.000e-02, eta: 1 day, 2:47:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8090, loss_cls: 1.7716, loss: 1.7716, grad_norm: 3.7968 2021-06-17 14:31:49,571 - mmaction - INFO - Epoch [13][1280/1879] lr: 2.000e-02, eta: 1 day, 2:47:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8109, loss_cls: 1.6923, loss: 1.6923, grad_norm: 3.6495 2021-06-17 14:32:00,737 - mmaction - INFO - Epoch [13][1300/1879] lr: 2.000e-02, eta: 1 day, 2:46:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8105, loss_cls: 1.7615, loss: 1.7615, grad_norm: 3.7313 2021-06-17 14:32:11,878 - mmaction - INFO - Epoch [13][1320/1879] lr: 2.000e-02, eta: 1 day, 2:46:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5582, top5_acc: 0.8012, loss_cls: 1.8153, loss: 1.8153, grad_norm: 3.8509 2021-06-17 14:32:23,031 - mmaction - INFO - Epoch [13][1340/1879] lr: 2.000e-02, eta: 1 day, 2:46:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5715, top5_acc: 0.8043, loss_cls: 1.7580, loss: 1.7580, grad_norm: 3.6412 2021-06-17 14:32:34,178 - mmaction - INFO - Epoch [13][1360/1879] lr: 2.000e-02, eta: 1 day, 2:45:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8159, loss: 1.8159, grad_norm: 3.6724 2021-06-17 14:32:45,323 - mmaction - INFO - Epoch [13][1380/1879] lr: 2.000e-02, eta: 1 day, 2:45:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5809, top5_acc: 0.8156, loss_cls: 1.7594, loss: 1.7594, grad_norm: 3.7000 2021-06-17 14:32:56,481 - mmaction - INFO - Epoch [13][1400/1879] lr: 2.000e-02, eta: 1 day, 2:45:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5621, top5_acc: 0.7977, loss_cls: 1.7932, loss: 1.7932, grad_norm: 3.7809 2021-06-17 14:33:07,653 - mmaction - INFO - Epoch [13][1420/1879] lr: 2.000e-02, eta: 1 day, 2:45:12, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8078, loss_cls: 1.7997, loss: 1.7997, grad_norm: 3.7881 2021-06-17 14:33:18,804 - mmaction - INFO - Epoch [13][1440/1879] lr: 2.000e-02, eta: 1 day, 2:44:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5762, top5_acc: 0.7988, loss_cls: 1.8022, loss: 1.8022, grad_norm: 3.7549 2021-06-17 14:33:29,968 - mmaction - INFO - Epoch [13][1460/1879] lr: 2.000e-02, eta: 1 day, 2:44:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7941, loss_cls: 1.8119, loss: 1.8119, grad_norm: 3.7254 2021-06-17 14:33:41,114 - mmaction - INFO - Epoch [13][1480/1879] lr: 2.000e-02, eta: 1 day, 2:44:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8152, loss_cls: 1.7007, loss: 1.7007, grad_norm: 3.7128 2021-06-17 14:33:52,269 - mmaction - INFO - Epoch [13][1500/1879] lr: 2.000e-02, eta: 1 day, 2:44:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8043, loss_cls: 1.8077, loss: 1.8077, grad_norm: 3.7847 2021-06-17 14:34:03,413 - mmaction - INFO - Epoch [13][1520/1879] lr: 2.000e-02, eta: 1 day, 2:43:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5629, top5_acc: 0.7875, loss_cls: 1.8438, loss: 1.8438, grad_norm: 3.7827 2021-06-17 14:34:14,567 - mmaction - INFO - Epoch [13][1540/1879] lr: 2.000e-02, eta: 1 day, 2:43:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8012, loss_cls: 1.7494, loss: 1.7494, grad_norm: 3.7193 2021-06-17 14:34:25,722 - mmaction - INFO - Epoch [13][1560/1879] lr: 2.000e-02, eta: 1 day, 2:43:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5652, top5_acc: 0.8039, loss_cls: 1.7819, loss: 1.7819, grad_norm: 3.7343 2021-06-17 14:34:36,875 - mmaction - INFO - Epoch [13][1580/1879] lr: 2.000e-02, eta: 1 day, 2:43:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8074, loss_cls: 1.7524, loss: 1.7524, grad_norm: 3.7096 2021-06-17 14:34:48,023 - mmaction - INFO - Epoch [13][1600/1879] lr: 2.000e-02, eta: 1 day, 2:42:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5699, top5_acc: 0.8027, loss_cls: 1.7603, loss: 1.7603, grad_norm: 3.8301 2021-06-17 14:34:59,285 - mmaction - INFO - Epoch [13][1620/1879] lr: 2.000e-02, eta: 1 day, 2:42:34, time: 0.564, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8012, loss_cls: 1.7858, loss: 1.7858, grad_norm: 3.7620 2021-06-17 14:35:10,434 - mmaction - INFO - Epoch [13][1640/1879] lr: 2.000e-02, eta: 1 day, 2:42:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8020, loss_cls: 1.7805, loss: 1.7805, grad_norm: 3.7240 2021-06-17 14:35:21,589 - mmaction - INFO - Epoch [13][1660/1879] lr: 2.000e-02, eta: 1 day, 2:42:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8176, loss_cls: 1.7244, loss: 1.7244, grad_norm: 3.5681 2021-06-17 14:35:32,729 - mmaction - INFO - Epoch [13][1680/1879] lr: 2.000e-02, eta: 1 day, 2:41:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5598, top5_acc: 0.7922, loss_cls: 1.8945, loss: 1.8945, grad_norm: 3.8393 2021-06-17 14:35:43,862 - mmaction - INFO - Epoch [13][1700/1879] lr: 2.000e-02, eta: 1 day, 2:41:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7338, loss: 1.7338, grad_norm: 3.7732 2021-06-17 14:35:55,006 - mmaction - INFO - Epoch [13][1720/1879] lr: 2.000e-02, eta: 1 day, 2:41:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8129, loss_cls: 1.7724, loss: 1.7724, grad_norm: 3.6733 2021-06-17 14:36:06,160 - mmaction - INFO - Epoch [13][1740/1879] lr: 2.000e-02, eta: 1 day, 2:41:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8105, loss_cls: 1.7746, loss: 1.7746, grad_norm: 3.7322 2021-06-17 14:36:17,310 - mmaction - INFO - Epoch [13][1760/1879] lr: 2.000e-02, eta: 1 day, 2:40:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8113, loss_cls: 1.7456, loss: 1.7456, grad_norm: 3.6366 2021-06-17 14:36:28,474 - mmaction - INFO - Epoch [13][1780/1879] lr: 2.000e-02, eta: 1 day, 2:40:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7838, loss: 1.7838, grad_norm: 3.7358 2021-06-17 14:36:39,635 - mmaction - INFO - Epoch [13][1800/1879] lr: 2.000e-02, eta: 1 day, 2:40:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8063, loss_cls: 1.7667, loss: 1.7667, grad_norm: 3.7795 2021-06-17 14:36:50,779 - mmaction - INFO - Epoch [13][1820/1879] lr: 2.000e-02, eta: 1 day, 2:39:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8020, loss_cls: 1.7660, loss: 1.7660, grad_norm: 3.7759 2021-06-17 14:37:01,942 - mmaction - INFO - Epoch [13][1840/1879] lr: 2.000e-02, eta: 1 day, 2:39:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.7788, loss: 1.7788, grad_norm: 3.7680 2021-06-17 14:37:13,094 - mmaction - INFO - Epoch [13][1860/1879] lr: 2.000e-02, eta: 1 day, 2:39:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8184, loss: 1.8184, grad_norm: 3.7461 2021-06-17 14:37:24,918 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-06-17 14:38:40,832 - mmaction - INFO - Epoch [14][20/1879] lr: 2.000e-02, eta: 1 day, 2:44:54, time: 3.771, data_time: 3.208, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7076, loss: 1.7076, grad_norm: 3.6674 2021-06-17 14:38:52,000 - mmaction - INFO - Epoch [14][40/1879] lr: 2.000e-02, eta: 1 day, 2:44:38, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8125, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.7258 2021-06-17 14:39:03,116 - mmaction - INFO - Epoch [14][60/1879] lr: 2.000e-02, eta: 1 day, 2:44:22, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8148, loss_cls: 1.7031, loss: 1.7031, grad_norm: 3.7039 2021-06-17 14:39:14,231 - mmaction - INFO - Epoch [14][80/1879] lr: 2.000e-02, eta: 1 day, 2:44:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8035, loss_cls: 1.7290, loss: 1.7290, grad_norm: 3.8110 2021-06-17 14:39:25,356 - mmaction - INFO - Epoch [14][100/1879] lr: 2.000e-02, eta: 1 day, 2:43:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8117, loss_cls: 1.7505, loss: 1.7505, grad_norm: 3.8601 2021-06-17 14:39:36,490 - mmaction - INFO - Epoch [14][120/1879] lr: 2.000e-02, eta: 1 day, 2:43:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8043, loss_cls: 1.7598, loss: 1.7598, grad_norm: 3.8333 2021-06-17 14:39:47,623 - mmaction - INFO - Epoch [14][140/1879] lr: 2.000e-02, eta: 1 day, 2:43:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8187, loss_cls: 1.7029, loss: 1.7029, grad_norm: 3.7774 2021-06-17 14:39:58,765 - mmaction - INFO - Epoch [14][160/1879] lr: 2.000e-02, eta: 1 day, 2:43:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7996, loss_cls: 1.7962, loss: 1.7962, grad_norm: 3.8484 2021-06-17 14:40:10,023 - mmaction - INFO - Epoch [14][180/1879] lr: 2.000e-02, eta: 1 day, 2:42:46, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8289, loss_cls: 1.6829, loss: 1.6829, grad_norm: 3.8724 2021-06-17 14:40:21,165 - mmaction - INFO - Epoch [14][200/1879] lr: 2.000e-02, eta: 1 day, 2:42:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7035, loss: 1.7035, grad_norm: 3.7431 2021-06-17 14:40:32,328 - mmaction - INFO - Epoch [14][220/1879] lr: 2.000e-02, eta: 1 day, 2:42:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8219, loss_cls: 1.6671, loss: 1.6671, grad_norm: 3.7418 2021-06-17 14:40:43,473 - mmaction - INFO - Epoch [14][240/1879] lr: 2.000e-02, eta: 1 day, 2:41:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7566, loss: 1.7566, grad_norm: 3.8500 2021-06-17 14:40:54,621 - mmaction - INFO - Epoch [14][260/1879] lr: 2.000e-02, eta: 1 day, 2:41:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.7140 2021-06-17 14:41:05,779 - mmaction - INFO - Epoch [14][280/1879] lr: 2.000e-02, eta: 1 day, 2:41:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8098, loss_cls: 1.7304, loss: 1.7304, grad_norm: 3.8213 2021-06-17 14:41:16,934 - mmaction - INFO - Epoch [14][300/1879] lr: 2.000e-02, eta: 1 day, 2:41:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8160, loss_cls: 1.6716, loss: 1.6716, grad_norm: 3.7719 2021-06-17 14:41:28,062 - mmaction - INFO - Epoch [14][320/1879] lr: 2.000e-02, eta: 1 day, 2:40:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8211, loss_cls: 1.6732, loss: 1.6732, grad_norm: 3.7396 2021-06-17 14:41:39,203 - mmaction - INFO - Epoch [14][340/1879] lr: 2.000e-02, eta: 1 day, 2:40:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7482, loss: 1.7482, grad_norm: 3.7433 2021-06-17 14:41:50,337 - mmaction - INFO - Epoch [14][360/1879] lr: 2.000e-02, eta: 1 day, 2:40:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8199, loss_cls: 1.7053, loss: 1.7053, grad_norm: 3.7475 2021-06-17 14:42:01,494 - mmaction - INFO - Epoch [14][380/1879] lr: 2.000e-02, eta: 1 day, 2:40:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8211, loss_cls: 1.6842, loss: 1.6842, grad_norm: 3.6778 2021-06-17 14:42:12,659 - mmaction - INFO - Epoch [14][400/1879] lr: 2.000e-02, eta: 1 day, 2:39:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8148, loss_cls: 1.6741, loss: 1.6741, grad_norm: 3.6813 2021-06-17 14:42:23,816 - mmaction - INFO - Epoch [14][420/1879] lr: 2.000e-02, eta: 1 day, 2:39:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6849, loss: 1.6849, grad_norm: 3.8049 2021-06-17 14:42:34,974 - mmaction - INFO - Epoch [14][440/1879] lr: 2.000e-02, eta: 1 day, 2:39:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7965, loss_cls: 1.7672, loss: 1.7672, grad_norm: 3.7250 2021-06-17 14:42:46,114 - mmaction - INFO - Epoch [14][460/1879] lr: 2.000e-02, eta: 1 day, 2:39:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8121, loss_cls: 1.7337, loss: 1.7337, grad_norm: 3.6861 2021-06-17 14:42:57,262 - mmaction - INFO - Epoch [14][480/1879] lr: 2.000e-02, eta: 1 day, 2:38:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7356, loss: 1.7356, grad_norm: 3.8072 2021-06-17 14:43:08,400 - mmaction - INFO - Epoch [14][500/1879] lr: 2.000e-02, eta: 1 day, 2:38:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7854, loss: 1.7854, grad_norm: 3.8442 2021-06-17 14:43:19,553 - mmaction - INFO - Epoch [14][520/1879] lr: 2.000e-02, eta: 1 day, 2:38:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8105, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.7917 2021-06-17 14:43:30,704 - mmaction - INFO - Epoch [14][540/1879] lr: 2.000e-02, eta: 1 day, 2:38:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5629, top5_acc: 0.8199, loss_cls: 1.7303, loss: 1.7303, grad_norm: 3.7742 2021-06-17 14:43:41,857 - mmaction - INFO - Epoch [14][560/1879] lr: 2.000e-02, eta: 1 day, 2:37:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8098, loss_cls: 1.7432, loss: 1.7432, grad_norm: 3.7813 2021-06-17 14:43:53,009 - mmaction - INFO - Epoch [14][580/1879] lr: 2.000e-02, eta: 1 day, 2:37:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8023, loss_cls: 1.7810, loss: 1.7810, grad_norm: 3.8648 2021-06-17 14:44:04,154 - mmaction - INFO - Epoch [14][600/1879] lr: 2.000e-02, eta: 1 day, 2:37:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8160, loss_cls: 1.7537, loss: 1.7537, grad_norm: 3.7495 2021-06-17 14:44:15,304 - mmaction - INFO - Epoch [14][620/1879] lr: 2.000e-02, eta: 1 day, 2:36:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8023, loss_cls: 1.7627, loss: 1.7627, grad_norm: 3.7735 2021-06-17 14:44:26,466 - mmaction - INFO - Epoch [14][640/1879] lr: 2.000e-02, eta: 1 day, 2:36:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8113, loss_cls: 1.7506, loss: 1.7506, grad_norm: 3.8712 2021-06-17 14:44:37,608 - mmaction - INFO - Epoch [14][660/1879] lr: 2.000e-02, eta: 1 day, 2:36:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8168, loss_cls: 1.7224, loss: 1.7224, grad_norm: 3.8151 2021-06-17 14:44:48,756 - mmaction - INFO - Epoch [14][680/1879] lr: 2.000e-02, eta: 1 day, 2:36:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.8046 2021-06-17 14:44:59,905 - mmaction - INFO - Epoch [14][700/1879] lr: 2.000e-02, eta: 1 day, 2:35:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7291, loss: 1.7291, grad_norm: 3.8036 2021-06-17 14:45:11,050 - mmaction - INFO - Epoch [14][720/1879] lr: 2.000e-02, eta: 1 day, 2:35:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.7992 2021-06-17 14:45:22,200 - mmaction - INFO - Epoch [14][740/1879] lr: 2.000e-02, eta: 1 day, 2:35:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.8082, loss: 1.8082, grad_norm: 3.8362 2021-06-17 14:45:33,374 - mmaction - INFO - Epoch [14][760/1879] lr: 2.000e-02, eta: 1 day, 2:35:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8195, loss_cls: 1.6977, loss: 1.6977, grad_norm: 3.7182 2021-06-17 14:45:44,525 - mmaction - INFO - Epoch [14][780/1879] lr: 2.000e-02, eta: 1 day, 2:34:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7574, loss: 1.7574, grad_norm: 3.8363 2021-06-17 14:45:55,677 - mmaction - INFO - Epoch [14][800/1879] lr: 2.000e-02, eta: 1 day, 2:34:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8191, loss_cls: 1.7108, loss: 1.7108, grad_norm: 3.7433 2021-06-17 14:46:06,828 - mmaction - INFO - Epoch [14][820/1879] lr: 2.000e-02, eta: 1 day, 2:34:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8215, loss_cls: 1.6773, loss: 1.6773, grad_norm: 3.7676 2021-06-17 14:46:17,986 - mmaction - INFO - Epoch [14][840/1879] lr: 2.000e-02, eta: 1 day, 2:34:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5535, top5_acc: 0.8063, loss_cls: 1.8181, loss: 1.8181, grad_norm: 3.9107 2021-06-17 14:46:29,126 - mmaction - INFO - Epoch [14][860/1879] lr: 2.000e-02, eta: 1 day, 2:33:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5551, top5_acc: 0.7941, loss_cls: 1.8180, loss: 1.8180, grad_norm: 3.7394 2021-06-17 14:46:40,273 - mmaction - INFO - Epoch [14][880/1879] lr: 2.000e-02, eta: 1 day, 2:33:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5629, top5_acc: 0.8023, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.9313 2021-06-17 14:46:51,427 - mmaction - INFO - Epoch [14][900/1879] lr: 2.000e-02, eta: 1 day, 2:33:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.9335 2021-06-17 14:47:02,582 - mmaction - INFO - Epoch [14][920/1879] lr: 2.000e-02, eta: 1 day, 2:33:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7446, loss: 1.7446, grad_norm: 3.7417 2021-06-17 14:47:13,727 - mmaction - INFO - Epoch [14][940/1879] lr: 2.000e-02, eta: 1 day, 2:32:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8023, loss_cls: 1.7288, loss: 1.7288, grad_norm: 3.7240 2021-06-17 14:47:24,880 - mmaction - INFO - Epoch [14][960/1879] lr: 2.000e-02, eta: 1 day, 2:32:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8043, loss_cls: 1.7064, loss: 1.7064, grad_norm: 3.6970 2021-06-17 14:47:36,024 - mmaction - INFO - Epoch [14][980/1879] lr: 2.000e-02, eta: 1 day, 2:32:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7464, loss: 1.7464, grad_norm: 3.7397 2021-06-17 14:47:47,164 - mmaction - INFO - Epoch [14][1000/1879] lr: 2.000e-02, eta: 1 day, 2:31:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8180, loss_cls: 1.7071, loss: 1.7071, grad_norm: 3.6979 2021-06-17 14:47:58,307 - mmaction - INFO - Epoch [14][1020/1879] lr: 2.000e-02, eta: 1 day, 2:31:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8187, loss_cls: 1.6945, loss: 1.6945, grad_norm: 3.6830 2021-06-17 14:48:09,456 - mmaction - INFO - Epoch [14][1040/1879] lr: 2.000e-02, eta: 1 day, 2:31:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.7362, loss: 1.7362, grad_norm: 3.7294 2021-06-17 14:48:20,611 - mmaction - INFO - Epoch [14][1060/1879] lr: 2.000e-02, eta: 1 day, 2:31:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7716, loss: 1.7716, grad_norm: 3.8418 2021-06-17 14:48:31,753 - mmaction - INFO - Epoch [14][1080/1879] lr: 2.000e-02, eta: 1 day, 2:30:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8113, loss_cls: 1.7459, loss: 1.7459, grad_norm: 3.7866 2021-06-17 14:48:42,907 - mmaction - INFO - Epoch [14][1100/1879] lr: 2.000e-02, eta: 1 day, 2:30:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7866, loss: 1.7866, grad_norm: 3.7237 2021-06-17 14:48:54,055 - mmaction - INFO - Epoch [14][1120/1879] lr: 2.000e-02, eta: 1 day, 2:30:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8035, loss_cls: 1.7768, loss: 1.7768, grad_norm: 3.7607 2021-06-17 14:49:05,216 - mmaction - INFO - Epoch [14][1140/1879] lr: 2.000e-02, eta: 1 day, 2:30:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8160, loss_cls: 1.7541, loss: 1.7541, grad_norm: 3.7670 2021-06-17 14:49:16,365 - mmaction - INFO - Epoch [14][1160/1879] lr: 2.000e-02, eta: 1 day, 2:29:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8191, loss_cls: 1.7367, loss: 1.7367, grad_norm: 3.7414 2021-06-17 14:49:27,507 - mmaction - INFO - Epoch [14][1180/1879] lr: 2.000e-02, eta: 1 day, 2:29:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8215, loss_cls: 1.6978, loss: 1.6978, grad_norm: 3.7420 2021-06-17 14:49:38,660 - mmaction - INFO - Epoch [14][1200/1879] lr: 2.000e-02, eta: 1 day, 2:29:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8199, loss_cls: 1.7297, loss: 1.7297, grad_norm: 3.7905 2021-06-17 14:49:49,809 - mmaction - INFO - Epoch [14][1220/1879] lr: 2.000e-02, eta: 1 day, 2:29:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.8258 2021-06-17 14:50:00,961 - mmaction - INFO - Epoch [14][1240/1879] lr: 2.000e-02, eta: 1 day, 2:28:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5660, top5_acc: 0.8008, loss_cls: 1.7563, loss: 1.7563, grad_norm: 3.6965 2021-06-17 14:50:12,122 - mmaction - INFO - Epoch [14][1260/1879] lr: 2.000e-02, eta: 1 day, 2:28:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8152, loss_cls: 1.7473, loss: 1.7473, grad_norm: 3.7991 2021-06-17 14:50:23,275 - mmaction - INFO - Epoch [14][1280/1879] lr: 2.000e-02, eta: 1 day, 2:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7423, loss: 1.7423, grad_norm: 3.6886 2021-06-17 14:50:34,437 - mmaction - INFO - Epoch [14][1300/1879] lr: 2.000e-02, eta: 1 day, 2:28:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8043, loss_cls: 1.7722, loss: 1.7722, grad_norm: 3.7032 2021-06-17 14:50:45,603 - mmaction - INFO - Epoch [14][1320/1879] lr: 2.000e-02, eta: 1 day, 2:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7708, loss: 1.7708, grad_norm: 3.7571 2021-06-17 14:50:56,756 - mmaction - INFO - Epoch [14][1340/1879] lr: 2.000e-02, eta: 1 day, 2:27:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8074, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.7972 2021-06-17 14:51:07,913 - mmaction - INFO - Epoch [14][1360/1879] lr: 2.000e-02, eta: 1 day, 2:27:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7761, loss: 1.7761, grad_norm: 3.7014 2021-06-17 14:51:19,053 - mmaction - INFO - Epoch [14][1380/1879] lr: 2.000e-02, eta: 1 day, 2:27:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8125, loss_cls: 1.7361, loss: 1.7361, grad_norm: 3.6435 2021-06-17 14:51:30,220 - mmaction - INFO - Epoch [14][1400/1879] lr: 2.000e-02, eta: 1 day, 2:26:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.8042, loss: 1.8042, grad_norm: 3.7898 2021-06-17 14:51:41,381 - mmaction - INFO - Epoch [14][1420/1879] lr: 2.000e-02, eta: 1 day, 2:26:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8059, loss_cls: 1.7861, loss: 1.7861, grad_norm: 3.7207 2021-06-17 14:51:52,535 - mmaction - INFO - Epoch [14][1440/1879] lr: 2.000e-02, eta: 1 day, 2:26:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.8082, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.7790 2021-06-17 14:52:03,695 - mmaction - INFO - Epoch [14][1460/1879] lr: 2.000e-02, eta: 1 day, 2:26:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7649, loss: 1.7649, grad_norm: 3.7494 2021-06-17 14:52:14,836 - mmaction - INFO - Epoch [14][1480/1879] lr: 2.000e-02, eta: 1 day, 2:25:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8129, loss_cls: 1.7494, loss: 1.7494, grad_norm: 3.7338 2021-06-17 14:52:25,999 - mmaction - INFO - Epoch [14][1500/1879] lr: 2.000e-02, eta: 1 day, 2:25:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5715, top5_acc: 0.8066, loss_cls: 1.7619, loss: 1.7619, grad_norm: 3.7839 2021-06-17 14:52:37,151 - mmaction - INFO - Epoch [14][1520/1879] lr: 2.000e-02, eta: 1 day, 2:25:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8060, loss: 1.8060, grad_norm: 3.7647 2021-06-17 14:52:48,293 - mmaction - INFO - Epoch [14][1540/1879] lr: 2.000e-02, eta: 1 day, 2:24:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7982, loss: 1.7982, grad_norm: 3.8397 2021-06-17 14:52:59,456 - mmaction - INFO - Epoch [14][1560/1879] lr: 2.000e-02, eta: 1 day, 2:24:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8082, loss_cls: 1.7200, loss: 1.7200, grad_norm: 3.8020 2021-06-17 14:53:10,603 - mmaction - INFO - Epoch [14][1580/1879] lr: 2.000e-02, eta: 1 day, 2:24:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8098, loss_cls: 1.7858, loss: 1.7858, grad_norm: 3.8370 2021-06-17 14:53:21,752 - mmaction - INFO - Epoch [14][1600/1879] lr: 2.000e-02, eta: 1 day, 2:24:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8051, loss_cls: 1.7727, loss: 1.7727, grad_norm: 3.6974 2021-06-17 14:53:32,899 - mmaction - INFO - Epoch [14][1620/1879] lr: 2.000e-02, eta: 1 day, 2:23:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8000, loss_cls: 1.8168, loss: 1.8168, grad_norm: 3.8534 2021-06-17 14:53:44,048 - mmaction - INFO - Epoch [14][1640/1879] lr: 2.000e-02, eta: 1 day, 2:23:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7980, loss_cls: 1.8063, loss: 1.8063, grad_norm: 3.8638 2021-06-17 14:53:55,203 - mmaction - INFO - Epoch [14][1660/1879] lr: 2.000e-02, eta: 1 day, 2:23:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8105, loss_cls: 1.6807, loss: 1.6807, grad_norm: 3.6884 2021-06-17 14:54:06,347 - mmaction - INFO - Epoch [14][1680/1879] lr: 2.000e-02, eta: 1 day, 2:23:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8129, loss_cls: 1.7106, loss: 1.7106, grad_norm: 3.8246 2021-06-17 14:54:17,501 - mmaction - INFO - Epoch [14][1700/1879] lr: 2.000e-02, eta: 1 day, 2:22:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.7875, loss_cls: 1.8399, loss: 1.8399, grad_norm: 3.7281 2021-06-17 14:54:28,650 - mmaction - INFO - Epoch [14][1720/1879] lr: 2.000e-02, eta: 1 day, 2:22:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8035, loss_cls: 1.7806, loss: 1.7806, grad_norm: 3.8499 2021-06-17 14:54:39,834 - mmaction - INFO - Epoch [14][1740/1879] lr: 2.000e-02, eta: 1 day, 2:22:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8039, loss_cls: 1.7554, loss: 1.7554, grad_norm: 3.7450 2021-06-17 14:54:50,982 - mmaction - INFO - Epoch [14][1760/1879] lr: 2.000e-02, eta: 1 day, 2:22:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7995, loss: 1.7995, grad_norm: 3.7682 2021-06-17 14:55:02,144 - mmaction - INFO - Epoch [14][1780/1879] lr: 2.000e-02, eta: 1 day, 2:21:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7772, loss: 1.7772, grad_norm: 3.7181 2021-06-17 14:55:13,296 - mmaction - INFO - Epoch [14][1800/1879] lr: 2.000e-02, eta: 1 day, 2:21:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8317, loss: 1.8317, grad_norm: 3.7709 2021-06-17 14:55:24,445 - mmaction - INFO - Epoch [14][1820/1879] lr: 2.000e-02, eta: 1 day, 2:21:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8152, loss_cls: 1.7143, loss: 1.7143, grad_norm: 3.6503 2021-06-17 14:55:35,618 - mmaction - INFO - Epoch [14][1840/1879] lr: 2.000e-02, eta: 1 day, 2:21:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5559, top5_acc: 0.7922, loss_cls: 1.8687, loss: 1.8687, grad_norm: 3.8078 2021-06-17 14:55:46,790 - mmaction - INFO - Epoch [14][1860/1879] lr: 2.000e-02, eta: 1 day, 2:20:53, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.8190, loss: 1.8190, grad_norm: 3.6775 2021-06-17 14:55:58,791 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-06-17 14:57:14,852 - mmaction - INFO - Epoch [15][20/1879] lr: 2.000e-02, eta: 1 day, 2:25:54, time: 3.785, data_time: 3.203, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.6888 2021-06-17 14:57:26,004 - mmaction - INFO - Epoch [15][40/1879] lr: 2.000e-02, eta: 1 day, 2:25:39, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6625, loss: 1.6625, grad_norm: 3.6488 2021-06-17 14:57:37,116 - mmaction - INFO - Epoch [15][60/1879] lr: 2.000e-02, eta: 1 day, 2:25:23, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8105, loss_cls: 1.7743, loss: 1.7743, grad_norm: 3.8513 2021-06-17 14:57:48,239 - mmaction - INFO - Epoch [15][80/1879] lr: 2.000e-02, eta: 1 day, 2:25:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8211, loss_cls: 1.6502, loss: 1.6502, grad_norm: 3.6861 2021-06-17 14:57:59,368 - mmaction - INFO - Epoch [15][100/1879] lr: 2.000e-02, eta: 1 day, 2:24:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8273, loss_cls: 1.6877, loss: 1.6877, grad_norm: 3.7886 2021-06-17 14:58:10,499 - mmaction - INFO - Epoch [15][120/1879] lr: 2.000e-02, eta: 1 day, 2:24:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8066, loss_cls: 1.7522, loss: 1.7522, grad_norm: 3.6979 2021-06-17 14:58:21,636 - mmaction - INFO - Epoch [15][140/1879] lr: 2.000e-02, eta: 1 day, 2:24:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8195, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.6325 2021-06-17 14:58:32,769 - mmaction - INFO - Epoch [15][160/1879] lr: 2.000e-02, eta: 1 day, 2:24:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8250, loss_cls: 1.6996, loss: 1.6996, grad_norm: 3.7665 2021-06-17 14:58:43,917 - mmaction - INFO - Epoch [15][180/1879] lr: 2.000e-02, eta: 1 day, 2:23:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8246, loss_cls: 1.6410, loss: 1.6410, grad_norm: 3.6173 2021-06-17 14:58:55,063 - mmaction - INFO - Epoch [15][200/1879] lr: 2.000e-02, eta: 1 day, 2:23:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8215, loss_cls: 1.6435, loss: 1.6435, grad_norm: 3.7626 2021-06-17 14:59:06,217 - mmaction - INFO - Epoch [15][220/1879] lr: 2.000e-02, eta: 1 day, 2:23:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7463, loss: 1.7463, grad_norm: 3.8121 2021-06-17 14:59:17,366 - mmaction - INFO - Epoch [15][240/1879] lr: 2.000e-02, eta: 1 day, 2:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8145, loss_cls: 1.7064, loss: 1.7064, grad_norm: 3.7902 2021-06-17 14:59:28,518 - mmaction - INFO - Epoch [15][260/1879] lr: 2.000e-02, eta: 1 day, 2:22:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8172, loss_cls: 1.6916, loss: 1.6916, grad_norm: 3.6902 2021-06-17 14:59:39,675 - mmaction - INFO - Epoch [15][280/1879] lr: 2.000e-02, eta: 1 day, 2:22:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7134, loss: 1.7134, grad_norm: 3.8072 2021-06-17 14:59:50,811 - mmaction - INFO - Epoch [15][300/1879] lr: 2.000e-02, eta: 1 day, 2:22:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7145, loss: 1.7145, grad_norm: 3.8355 2021-06-17 15:00:02,000 - mmaction - INFO - Epoch [15][320/1879] lr: 2.000e-02, eta: 1 day, 2:22:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8227, loss_cls: 1.6634, loss: 1.6634, grad_norm: 3.7617 2021-06-17 15:00:13,171 - mmaction - INFO - Epoch [15][340/1879] lr: 2.000e-02, eta: 1 day, 2:21:45, time: 0.562, data_time: 0.004, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8168, loss_cls: 1.7300, loss: 1.7300, grad_norm: 3.7052 2021-06-17 15:00:24,322 - mmaction - INFO - Epoch [15][360/1879] lr: 2.000e-02, eta: 1 day, 2:21:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8180, loss_cls: 1.6908, loss: 1.6908, grad_norm: 3.7485 2021-06-17 15:00:35,486 - mmaction - INFO - Epoch [15][380/1879] lr: 2.000e-02, eta: 1 day, 2:21:14, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8137, loss_cls: 1.7168, loss: 1.7168, grad_norm: 3.8522 2021-06-17 15:00:46,635 - mmaction - INFO - Epoch [15][400/1879] lr: 2.000e-02, eta: 1 day, 2:20:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8258, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.8396 2021-06-17 15:00:57,803 - mmaction - INFO - Epoch [15][420/1879] lr: 2.000e-02, eta: 1 day, 2:20:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8031, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.9753 2021-06-17 15:01:08,948 - mmaction - INFO - Epoch [15][440/1879] lr: 2.000e-02, eta: 1 day, 2:20:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8187, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.7763 2021-06-17 15:01:20,087 - mmaction - INFO - Epoch [15][460/1879] lr: 2.000e-02, eta: 1 day, 2:20:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8187, loss_cls: 1.7169, loss: 1.7169, grad_norm: 3.7808 2021-06-17 15:01:31,249 - mmaction - INFO - Epoch [15][480/1879] lr: 2.000e-02, eta: 1 day, 2:19:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.6824, loss: 1.6824, grad_norm: 3.6671 2021-06-17 15:01:42,407 - mmaction - INFO - Epoch [15][500/1879] lr: 2.000e-02, eta: 1 day, 2:19:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8039, loss_cls: 1.7785, loss: 1.7785, grad_norm: 3.8570 2021-06-17 15:01:53,559 - mmaction - INFO - Epoch [15][520/1879] lr: 2.000e-02, eta: 1 day, 2:19:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8102, loss_cls: 1.7151, loss: 1.7151, grad_norm: 3.7161 2021-06-17 15:02:04,714 - mmaction - INFO - Epoch [15][540/1879] lr: 2.000e-02, eta: 1 day, 2:19:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8008, loss_cls: 1.7615, loss: 1.7615, grad_norm: 3.7725 2021-06-17 15:02:15,867 - mmaction - INFO - Epoch [15][560/1879] lr: 2.000e-02, eta: 1 day, 2:18:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7404, loss: 1.7404, grad_norm: 3.8098 2021-06-17 15:02:27,015 - mmaction - INFO - Epoch [15][580/1879] lr: 2.000e-02, eta: 1 day, 2:18:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8250, loss_cls: 1.6563, loss: 1.6563, grad_norm: 3.6266 2021-06-17 15:02:38,180 - mmaction - INFO - Epoch [15][600/1879] lr: 2.000e-02, eta: 1 day, 2:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8168, loss_cls: 1.7607, loss: 1.7607, grad_norm: 3.8108 2021-06-17 15:02:49,341 - mmaction - INFO - Epoch [15][620/1879] lr: 2.000e-02, eta: 1 day, 2:18:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8145, loss_cls: 1.7439, loss: 1.7439, grad_norm: 3.6649 2021-06-17 15:03:00,481 - mmaction - INFO - Epoch [15][640/1879] lr: 2.000e-02, eta: 1 day, 2:17:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8320, loss_cls: 1.6914, loss: 1.6914, grad_norm: 3.7313 2021-06-17 15:03:11,634 - mmaction - INFO - Epoch [15][660/1879] lr: 2.000e-02, eta: 1 day, 2:17:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8074, loss_cls: 1.7436, loss: 1.7436, grad_norm: 3.8087 2021-06-17 15:03:22,780 - mmaction - INFO - Epoch [15][680/1879] lr: 2.000e-02, eta: 1 day, 2:17:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8121, loss_cls: 1.7503, loss: 1.7503, grad_norm: 3.8259 2021-06-17 15:03:33,922 - mmaction - INFO - Epoch [15][700/1879] lr: 2.000e-02, eta: 1 day, 2:17:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8152, loss_cls: 1.7187, loss: 1.7187, grad_norm: 3.8268 2021-06-17 15:03:45,091 - mmaction - INFO - Epoch [15][720/1879] lr: 2.000e-02, eta: 1 day, 2:16:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8168, loss_cls: 1.7547, loss: 1.7547, grad_norm: 3.8576 2021-06-17 15:03:57,460 - mmaction - INFO - Epoch [15][740/1879] lr: 2.000e-02, eta: 1 day, 2:16:43, time: 0.619, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8195, loss_cls: 1.7058, loss: 1.7058, grad_norm: 3.8761 2021-06-17 15:04:08,639 - mmaction - INFO - Epoch [15][760/1879] lr: 2.000e-02, eta: 1 day, 2:16:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5809, top5_acc: 0.8172, loss_cls: 1.7166, loss: 1.7166, grad_norm: 3.8413 2021-06-17 15:04:19,782 - mmaction - INFO - Epoch [15][780/1879] lr: 2.000e-02, eta: 1 day, 2:16:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8191, loss_cls: 1.7127, loss: 1.7127, grad_norm: 3.7123 2021-06-17 15:04:31,757 - mmaction - INFO - Epoch [15][800/1879] lr: 2.000e-02, eta: 1 day, 2:16:02, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8098, loss_cls: 1.7517, loss: 1.7517, grad_norm: 3.8006 2021-06-17 15:04:42,906 - mmaction - INFO - Epoch [15][820/1879] lr: 2.000e-02, eta: 1 day, 2:15:46, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8145, loss_cls: 1.7367, loss: 1.7367, grad_norm: 3.7788 2021-06-17 15:04:54,059 - mmaction - INFO - Epoch [15][840/1879] lr: 2.000e-02, eta: 1 day, 2:15:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8133, loss_cls: 1.7471, loss: 1.7471, grad_norm: 3.9119 2021-06-17 15:05:05,222 - mmaction - INFO - Epoch [15][860/1879] lr: 2.000e-02, eta: 1 day, 2:15:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8168, loss_cls: 1.7275, loss: 1.7275, grad_norm: 3.8386 2021-06-17 15:05:16,358 - mmaction - INFO - Epoch [15][880/1879] lr: 2.000e-02, eta: 1 day, 2:15:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8137, loss_cls: 1.7170, loss: 1.7170, grad_norm: 3.6619 2021-06-17 15:05:27,465 - mmaction - INFO - Epoch [15][900/1879] lr: 2.000e-02, eta: 1 day, 2:14:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8152, loss_cls: 1.6915, loss: 1.6915, grad_norm: 3.6232 2021-06-17 15:05:38,571 - mmaction - INFO - Epoch [15][920/1879] lr: 2.000e-02, eta: 1 day, 2:14:29, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8039, loss_cls: 1.7397, loss: 1.7397, grad_norm: 3.7817 2021-06-17 15:05:49,681 - mmaction - INFO - Epoch [15][940/1879] lr: 2.000e-02, eta: 1 day, 2:14:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8121, loss_cls: 1.7157, loss: 1.7157, grad_norm: 3.8208 2021-06-17 15:06:00,825 - mmaction - INFO - Epoch [15][960/1879] lr: 2.000e-02, eta: 1 day, 2:13:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8129, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.8363 2021-06-17 15:06:12,018 - mmaction - INFO - Epoch [15][980/1879] lr: 2.000e-02, eta: 1 day, 2:13:43, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.7770 2021-06-17 15:06:23,200 - mmaction - INFO - Epoch [15][1000/1879] lr: 2.000e-02, eta: 1 day, 2:13:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6967, loss: 1.6967, grad_norm: 3.7981 2021-06-17 15:06:34,368 - mmaction - INFO - Epoch [15][1020/1879] lr: 2.000e-02, eta: 1 day, 2:13:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5637, top5_acc: 0.7895, loss_cls: 1.8316, loss: 1.8316, grad_norm: 3.7836 2021-06-17 15:06:45,540 - mmaction - INFO - Epoch [15][1040/1879] lr: 2.000e-02, eta: 1 day, 2:12:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8258, loss_cls: 1.6900, loss: 1.6900, grad_norm: 3.6915 2021-06-17 15:06:56,691 - mmaction - INFO - Epoch [15][1060/1879] lr: 2.000e-02, eta: 1 day, 2:12:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7403, loss: 1.7403, grad_norm: 3.7266 2021-06-17 15:07:07,863 - mmaction - INFO - Epoch [15][1080/1879] lr: 2.000e-02, eta: 1 day, 2:12:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7043, loss: 1.7043, grad_norm: 3.7423 2021-06-17 15:07:19,016 - mmaction - INFO - Epoch [15][1100/1879] lr: 2.000e-02, eta: 1 day, 2:12:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8145, loss_cls: 1.6773, loss: 1.6773, grad_norm: 3.6906 2021-06-17 15:07:30,173 - mmaction - INFO - Epoch [15][1120/1879] lr: 2.000e-02, eta: 1 day, 2:11:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.7988, loss_cls: 1.8041, loss: 1.8041, grad_norm: 3.7616 2021-06-17 15:07:41,314 - mmaction - INFO - Epoch [15][1140/1879] lr: 2.000e-02, eta: 1 day, 2:11:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8027, loss_cls: 1.7929, loss: 1.7929, grad_norm: 3.7139 2021-06-17 15:07:52,473 - mmaction - INFO - Epoch [15][1160/1879] lr: 2.000e-02, eta: 1 day, 2:11:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8203, loss_cls: 1.6898, loss: 1.6898, grad_norm: 3.6815 2021-06-17 15:08:03,630 - mmaction - INFO - Epoch [15][1180/1879] lr: 2.000e-02, eta: 1 day, 2:11:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5707, top5_acc: 0.8145, loss_cls: 1.7154, loss: 1.7154, grad_norm: 3.7491 2021-06-17 15:08:14,777 - mmaction - INFO - Epoch [15][1200/1879] lr: 2.000e-02, eta: 1 day, 2:10:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8027, loss_cls: 1.7729, loss: 1.7729, grad_norm: 3.8020 2021-06-17 15:08:25,922 - mmaction - INFO - Epoch [15][1220/1879] lr: 2.000e-02, eta: 1 day, 2:10:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5676, top5_acc: 0.8008, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.8233 2021-06-17 15:08:37,068 - mmaction - INFO - Epoch [15][1240/1879] lr: 2.000e-02, eta: 1 day, 2:10:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8121, loss_cls: 1.7145, loss: 1.7145, grad_norm: 3.7263 2021-06-17 15:08:48,225 - mmaction - INFO - Epoch [15][1260/1879] lr: 2.000e-02, eta: 1 day, 2:10:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8055, loss_cls: 1.7231, loss: 1.7231, grad_norm: 3.6174 2021-06-17 15:08:59,388 - mmaction - INFO - Epoch [15][1280/1879] lr: 2.000e-02, eta: 1 day, 2:09:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6589, loss: 1.6589, grad_norm: 3.7000 2021-06-17 15:09:10,540 - mmaction - INFO - Epoch [15][1300/1879] lr: 2.000e-02, eta: 1 day, 2:09:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8199, loss_cls: 1.6746, loss: 1.6746, grad_norm: 3.7169 2021-06-17 15:09:21,694 - mmaction - INFO - Epoch [15][1320/1879] lr: 2.000e-02, eta: 1 day, 2:09:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8059, loss_cls: 1.7160, loss: 1.7160, grad_norm: 3.8141 2021-06-17 15:09:32,851 - mmaction - INFO - Epoch [15][1340/1879] lr: 2.000e-02, eta: 1 day, 2:09:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.7517, loss: 1.7517, grad_norm: 3.7008 2021-06-17 15:09:44,013 - mmaction - INFO - Epoch [15][1360/1879] lr: 2.000e-02, eta: 1 day, 2:08:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7376, loss: 1.7376, grad_norm: 3.7403 2021-06-17 15:09:55,164 - mmaction - INFO - Epoch [15][1380/1879] lr: 2.000e-02, eta: 1 day, 2:08:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8152, loss_cls: 1.6976, loss: 1.6976, grad_norm: 3.6928 2021-06-17 15:10:06,321 - mmaction - INFO - Epoch [15][1400/1879] lr: 2.000e-02, eta: 1 day, 2:08:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8199, loss_cls: 1.7193, loss: 1.7193, grad_norm: 3.7302 2021-06-17 15:10:17,470 - mmaction - INFO - Epoch [15][1420/1879] lr: 2.000e-02, eta: 1 day, 2:08:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8098, loss_cls: 1.7601, loss: 1.7601, grad_norm: 3.8008 2021-06-17 15:10:28,636 - mmaction - INFO - Epoch [15][1440/1879] lr: 2.000e-02, eta: 1 day, 2:07:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8098, loss_cls: 1.7374, loss: 1.7374, grad_norm: 3.7471 2021-06-17 15:10:39,793 - mmaction - INFO - Epoch [15][1460/1879] lr: 2.000e-02, eta: 1 day, 2:07:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5684, top5_acc: 0.8168, loss_cls: 1.7495, loss: 1.7495, grad_norm: 3.7676 2021-06-17 15:10:50,949 - mmaction - INFO - Epoch [15][1480/1879] lr: 2.000e-02, eta: 1 day, 2:07:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8357, loss: 1.8357, grad_norm: 3.8229 2021-06-17 15:11:02,107 - mmaction - INFO - Epoch [15][1500/1879] lr: 2.000e-02, eta: 1 day, 2:07:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7550, loss: 1.7550, grad_norm: 3.7903 2021-06-17 15:11:13,295 - mmaction - INFO - Epoch [15][1520/1879] lr: 2.000e-02, eta: 1 day, 2:06:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8129, loss_cls: 1.6863, loss: 1.6863, grad_norm: 3.8058 2021-06-17 15:11:24,460 - mmaction - INFO - Epoch [15][1540/1879] lr: 2.000e-02, eta: 1 day, 2:06:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8074, loss_cls: 1.7734, loss: 1.7734, grad_norm: 3.8281 2021-06-17 15:11:35,603 - mmaction - INFO - Epoch [15][1560/1879] lr: 2.000e-02, eta: 1 day, 2:06:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8176, loss_cls: 1.7426, loss: 1.7426, grad_norm: 3.7284 2021-06-17 15:11:46,752 - mmaction - INFO - Epoch [15][1580/1879] lr: 2.000e-02, eta: 1 day, 2:06:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8105, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.8543 2021-06-17 15:11:57,911 - mmaction - INFO - Epoch [15][1600/1879] lr: 2.000e-02, eta: 1 day, 2:05:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8160, loss_cls: 1.6986, loss: 1.6986, grad_norm: 3.8327 2021-06-17 15:12:09,092 - mmaction - INFO - Epoch [15][1620/1879] lr: 2.000e-02, eta: 1 day, 2:05:37, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8098, loss_cls: 1.7341, loss: 1.7341, grad_norm: 3.7641 2021-06-17 15:12:20,251 - mmaction - INFO - Epoch [15][1640/1879] lr: 2.000e-02, eta: 1 day, 2:05:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.8133, loss_cls: 1.7400, loss: 1.7400, grad_norm: 3.8744 2021-06-17 15:12:31,408 - mmaction - INFO - Epoch [15][1660/1879] lr: 2.000e-02, eta: 1 day, 2:05:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5652, top5_acc: 0.8008, loss_cls: 1.8012, loss: 1.8012, grad_norm: 3.8575 2021-06-17 15:12:42,579 - mmaction - INFO - Epoch [15][1680/1879] lr: 2.000e-02, eta: 1 day, 2:04:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.7918, loss_cls: 1.8242, loss: 1.8242, grad_norm: 3.7924 2021-06-17 15:12:53,724 - mmaction - INFO - Epoch [15][1700/1879] lr: 2.000e-02, eta: 1 day, 2:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8164, loss_cls: 1.6938, loss: 1.6938, grad_norm: 3.7827 2021-06-17 15:13:04,934 - mmaction - INFO - Epoch [15][1720/1879] lr: 2.000e-02, eta: 1 day, 2:04:22, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8238, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.7654 2021-06-17 15:13:16,091 - mmaction - INFO - Epoch [15][1740/1879] lr: 2.000e-02, eta: 1 day, 2:04:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8211, loss_cls: 1.6975, loss: 1.6975, grad_norm: 3.7695 2021-06-17 15:13:27,235 - mmaction - INFO - Epoch [15][1760/1879] lr: 2.000e-02, eta: 1 day, 2:03:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8066, loss_cls: 1.7175, loss: 1.7175, grad_norm: 3.7281 2021-06-17 15:13:38,370 - mmaction - INFO - Epoch [15][1780/1879] lr: 2.000e-02, eta: 1 day, 2:03:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5605, top5_acc: 0.8063, loss_cls: 1.8029, loss: 1.8029, grad_norm: 3.7736 2021-06-17 15:13:49,531 - mmaction - INFO - Epoch [15][1800/1879] lr: 2.000e-02, eta: 1 day, 2:03:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.7965, loss_cls: 1.7629, loss: 1.7629, grad_norm: 3.6921 2021-06-17 15:14:00,680 - mmaction - INFO - Epoch [15][1820/1879] lr: 2.000e-02, eta: 1 day, 2:03:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8078, loss_cls: 1.7599, loss: 1.7599, grad_norm: 3.7284 2021-06-17 15:14:11,838 - mmaction - INFO - Epoch [15][1840/1879] lr: 2.000e-02, eta: 1 day, 2:02:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8012, loss_cls: 1.7724, loss: 1.7724, grad_norm: 3.8101 2021-06-17 15:14:22,992 - mmaction - INFO - Epoch [15][1860/1879] lr: 2.000e-02, eta: 1 day, 2:02:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8086, loss_cls: 1.7403, loss: 1.7403, grad_norm: 3.7927 2021-06-17 15:14:35,635 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-06-17 15:15:54,121 - mmaction - INFO - Epoch [16][20/1879] lr: 2.000e-02, eta: 1 day, 2:07:24, time: 3.894, data_time: 3.318, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8336, loss_cls: 1.6574, loss: 1.6574, grad_norm: 3.6774 2021-06-17 15:16:05,664 - mmaction - INFO - Epoch [16][40/1879] lr: 2.000e-02, eta: 1 day, 2:07:11, time: 0.576, data_time: 0.004, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8277, loss_cls: 1.6125, loss: 1.6125, grad_norm: 3.8368 2021-06-17 15:16:16,979 - mmaction - INFO - Epoch [16][60/1879] lr: 2.000e-02, eta: 1 day, 2:06:57, time: 0.567, data_time: 0.003, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8441, loss_cls: 1.5685, loss: 1.5685, grad_norm: 3.7127 2021-06-17 15:16:28,111 - mmaction - INFO - Epoch [16][80/1879] lr: 2.000e-02, eta: 1 day, 2:06:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8207, loss_cls: 1.6771, loss: 1.6771, grad_norm: 3.8383 2021-06-17 15:16:39,233 - mmaction - INFO - Epoch [16][100/1879] lr: 2.000e-02, eta: 1 day, 2:06:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8148, loss_cls: 1.6664, loss: 1.6664, grad_norm: 3.7950 2021-06-17 15:16:50,365 - mmaction - INFO - Epoch [16][120/1879] lr: 2.000e-02, eta: 1 day, 2:06:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6936, loss: 1.6936, grad_norm: 3.8166 2021-06-17 15:17:01,510 - mmaction - INFO - Epoch [16][140/1879] lr: 2.000e-02, eta: 1 day, 2:05:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7408, loss: 1.7408, grad_norm: 3.8495 2021-06-17 15:17:12,640 - mmaction - INFO - Epoch [16][160/1879] lr: 2.000e-02, eta: 1 day, 2:05:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8328, loss_cls: 1.6429, loss: 1.6429, grad_norm: 3.7549 2021-06-17 15:17:23,780 - mmaction - INFO - Epoch [16][180/1879] lr: 2.000e-02, eta: 1 day, 2:05:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8223, loss_cls: 1.6518, loss: 1.6518, grad_norm: 3.6756 2021-06-17 15:17:34,937 - mmaction - INFO - Epoch [16][200/1879] lr: 2.000e-02, eta: 1 day, 2:05:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7098, loss: 1.7098, grad_norm: 3.8153 2021-06-17 15:17:46,069 - mmaction - INFO - Epoch [16][220/1879] lr: 2.000e-02, eta: 1 day, 2:04:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8168, loss_cls: 1.7167, loss: 1.7167, grad_norm: 3.8088 2021-06-17 15:17:57,225 - mmaction - INFO - Epoch [16][240/1879] lr: 2.000e-02, eta: 1 day, 2:04:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7988, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.8450 2021-06-17 15:18:08,344 - mmaction - INFO - Epoch [16][260/1879] lr: 2.000e-02, eta: 1 day, 2:04:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6795, loss: 1.6795, grad_norm: 3.7137 2021-06-17 15:18:19,474 - mmaction - INFO - Epoch [16][280/1879] lr: 2.000e-02, eta: 1 day, 2:04:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8270, loss_cls: 1.6259, loss: 1.6259, grad_norm: 3.7636 2021-06-17 15:18:30,607 - mmaction - INFO - Epoch [16][300/1879] lr: 2.000e-02, eta: 1 day, 2:03:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8184, loss_cls: 1.6821, loss: 1.6821, grad_norm: 3.7442 2021-06-17 15:18:41,747 - mmaction - INFO - Epoch [16][320/1879] lr: 2.000e-02, eta: 1 day, 2:03:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8215, loss_cls: 1.7047, loss: 1.7047, grad_norm: 3.8225 2021-06-17 15:18:52,880 - mmaction - INFO - Epoch [16][340/1879] lr: 2.000e-02, eta: 1 day, 2:03:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8285, loss_cls: 1.6492, loss: 1.6492, grad_norm: 3.6964 2021-06-17 15:19:04,048 - mmaction - INFO - Epoch [16][360/1879] lr: 2.000e-02, eta: 1 day, 2:03:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8125, loss_cls: 1.7232, loss: 1.7232, grad_norm: 3.7029 2021-06-17 15:19:15,187 - mmaction - INFO - Epoch [16][380/1879] lr: 2.000e-02, eta: 1 day, 2:02:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8043, loss_cls: 1.7540, loss: 1.7540, grad_norm: 3.8039 2021-06-17 15:19:26,335 - mmaction - INFO - Epoch [16][400/1879] lr: 2.000e-02, eta: 1 day, 2:02:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8180, loss_cls: 1.6921, loss: 1.6921, grad_norm: 3.7864 2021-06-17 15:19:37,505 - mmaction - INFO - Epoch [16][420/1879] lr: 2.000e-02, eta: 1 day, 2:02:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8176, loss_cls: 1.6688, loss: 1.6688, grad_norm: 3.6829 2021-06-17 15:19:48,642 - mmaction - INFO - Epoch [16][440/1879] lr: 2.000e-02, eta: 1 day, 2:02:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6733, loss: 1.6733, grad_norm: 3.7262 2021-06-17 15:19:59,803 - mmaction - INFO - Epoch [16][460/1879] lr: 2.000e-02, eta: 1 day, 2:01:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8270, loss_cls: 1.6237, loss: 1.6237, grad_norm: 3.6340 2021-06-17 15:20:11,022 - mmaction - INFO - Epoch [16][480/1879] lr: 2.000e-02, eta: 1 day, 2:01:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8277, loss_cls: 1.6486, loss: 1.6486, grad_norm: 3.7421 2021-06-17 15:20:22,155 - mmaction - INFO - Epoch [16][500/1879] lr: 2.000e-02, eta: 1 day, 2:01:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8141, loss_cls: 1.7207, loss: 1.7207, grad_norm: 3.8171 2021-06-17 15:20:33,302 - mmaction - INFO - Epoch [16][520/1879] lr: 2.000e-02, eta: 1 day, 2:01:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6904, loss: 1.6904, grad_norm: 3.8341 2021-06-17 15:20:44,457 - mmaction - INFO - Epoch [16][540/1879] lr: 2.000e-02, eta: 1 day, 2:00:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8230, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.8835 2021-06-17 15:20:55,616 - mmaction - INFO - Epoch [16][560/1879] lr: 2.000e-02, eta: 1 day, 2:00:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8223, loss_cls: 1.6756, loss: 1.6756, grad_norm: 3.7413 2021-06-17 15:21:06,765 - mmaction - INFO - Epoch [16][580/1879] lr: 2.000e-02, eta: 1 day, 2:00:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8184, loss_cls: 1.7266, loss: 1.7266, grad_norm: 3.8342 2021-06-17 15:21:17,909 - mmaction - INFO - Epoch [16][600/1879] lr: 2.000e-02, eta: 1 day, 2:00:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8266, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.8371 2021-06-17 15:21:29,065 - mmaction - INFO - Epoch [16][620/1879] lr: 2.000e-02, eta: 1 day, 1:59:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6646, loss: 1.6646, grad_norm: 3.7057 2021-06-17 15:21:40,236 - mmaction - INFO - Epoch [16][640/1879] lr: 2.000e-02, eta: 1 day, 1:59:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5809, top5_acc: 0.8156, loss_cls: 1.7036, loss: 1.7036, grad_norm: 3.8872 2021-06-17 15:21:51,394 - mmaction - INFO - Epoch [16][660/1879] lr: 2.000e-02, eta: 1 day, 1:59:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6706, loss: 1.6706, grad_norm: 3.7581 2021-06-17 15:22:02,564 - mmaction - INFO - Epoch [16][680/1879] lr: 2.000e-02, eta: 1 day, 1:59:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8078, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.7931 2021-06-17 15:22:13,718 - mmaction - INFO - Epoch [16][700/1879] lr: 2.000e-02, eta: 1 day, 1:58:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8254, loss_cls: 1.6494, loss: 1.6494, grad_norm: 3.7501 2021-06-17 15:22:24,884 - mmaction - INFO - Epoch [16][720/1879] lr: 2.000e-02, eta: 1 day, 1:58:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8184, loss_cls: 1.7000, loss: 1.7000, grad_norm: 3.7923 2021-06-17 15:22:36,028 - mmaction - INFO - Epoch [16][740/1879] lr: 2.000e-02, eta: 1 day, 1:58:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8160, loss_cls: 1.7460, loss: 1.7460, grad_norm: 3.8350 2021-06-17 15:22:47,187 - mmaction - INFO - Epoch [16][760/1879] lr: 2.000e-02, eta: 1 day, 1:58:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.6927, loss: 1.6927, grad_norm: 3.7347 2021-06-17 15:22:58,349 - mmaction - INFO - Epoch [16][780/1879] lr: 2.000e-02, eta: 1 day, 1:57:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8043, loss_cls: 1.7541, loss: 1.7541, grad_norm: 3.8055 2021-06-17 15:23:09,485 - mmaction - INFO - Epoch [16][800/1879] lr: 2.000e-02, eta: 1 day, 1:57:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8250, loss_cls: 1.6789, loss: 1.6789, grad_norm: 3.7919 2021-06-17 15:23:20,646 - mmaction - INFO - Epoch [16][820/1879] lr: 2.000e-02, eta: 1 day, 1:57:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8254, loss_cls: 1.6777, loss: 1.6777, grad_norm: 3.7546 2021-06-17 15:23:31,814 - mmaction - INFO - Epoch [16][840/1879] lr: 2.000e-02, eta: 1 day, 1:57:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7314, loss: 1.7314, grad_norm: 3.7969 2021-06-17 15:23:42,960 - mmaction - INFO - Epoch [16][860/1879] lr: 2.000e-02, eta: 1 day, 1:56:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7188, loss: 1.7188, grad_norm: 3.7535 2021-06-17 15:23:54,120 - mmaction - INFO - Epoch [16][880/1879] lr: 2.000e-02, eta: 1 day, 1:56:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8195, loss_cls: 1.6797, loss: 1.6797, grad_norm: 3.7184 2021-06-17 15:24:05,288 - mmaction - INFO - Epoch [16][900/1879] lr: 2.000e-02, eta: 1 day, 1:56:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8168, loss_cls: 1.7459, loss: 1.7459, grad_norm: 3.6527 2021-06-17 15:24:16,455 - mmaction - INFO - Epoch [16][920/1879] lr: 2.000e-02, eta: 1 day, 1:56:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8137, loss_cls: 1.6649, loss: 1.6649, grad_norm: 3.6528 2021-06-17 15:24:27,605 - mmaction - INFO - Epoch [16][940/1879] lr: 2.000e-02, eta: 1 day, 1:55:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6755, loss: 1.6755, grad_norm: 3.7609 2021-06-17 15:24:38,747 - mmaction - INFO - Epoch [16][960/1879] lr: 2.000e-02, eta: 1 day, 1:55:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6357, loss: 1.6357, grad_norm: 3.7575 2021-06-17 15:24:49,918 - mmaction - INFO - Epoch [16][980/1879] lr: 2.000e-02, eta: 1 day, 1:55:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8129, loss_cls: 1.6382, loss: 1.6382, grad_norm: 3.6660 2021-06-17 15:25:01,085 - mmaction - INFO - Epoch [16][1000/1879] lr: 2.000e-02, eta: 1 day, 1:55:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8121, loss_cls: 1.7170, loss: 1.7170, grad_norm: 3.8216 2021-06-17 15:25:12,233 - mmaction - INFO - Epoch [16][1020/1879] lr: 2.000e-02, eta: 1 day, 1:54:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8191, loss_cls: 1.7131, loss: 1.7131, grad_norm: 3.8617 2021-06-17 15:25:23,394 - mmaction - INFO - Epoch [16][1040/1879] lr: 2.000e-02, eta: 1 day, 1:54:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8047, loss_cls: 1.7599, loss: 1.7599, grad_norm: 3.7739 2021-06-17 15:25:34,548 - mmaction - INFO - Epoch [16][1060/1879] lr: 2.000e-02, eta: 1 day, 1:54:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8094, loss_cls: 1.7092, loss: 1.7092, grad_norm: 3.7051 2021-06-17 15:25:45,701 - mmaction - INFO - Epoch [16][1080/1879] lr: 2.000e-02, eta: 1 day, 1:54:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.8055, loss_cls: 1.7486, loss: 1.7486, grad_norm: 3.8385 2021-06-17 15:25:56,864 - mmaction - INFO - Epoch [16][1100/1879] lr: 2.000e-02, eta: 1 day, 1:53:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8215, loss_cls: 1.6670, loss: 1.6670, grad_norm: 3.6934 2021-06-17 15:26:08,007 - mmaction - INFO - Epoch [16][1120/1879] lr: 2.000e-02, eta: 1 day, 1:53:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8191, loss_cls: 1.6826, loss: 1.6826, grad_norm: 3.7310 2021-06-17 15:26:19,149 - mmaction - INFO - Epoch [16][1140/1879] lr: 2.000e-02, eta: 1 day, 1:53:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5684, top5_acc: 0.7980, loss_cls: 1.7748, loss: 1.7748, grad_norm: 3.8700 2021-06-17 15:26:30,317 - mmaction - INFO - Epoch [16][1160/1879] lr: 2.000e-02, eta: 1 day, 1:53:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8074, loss_cls: 1.7212, loss: 1.7212, grad_norm: 3.8043 2021-06-17 15:26:41,476 - mmaction - INFO - Epoch [16][1180/1879] lr: 2.000e-02, eta: 1 day, 1:52:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8098, loss_cls: 1.7690, loss: 1.7690, grad_norm: 3.8431 2021-06-17 15:26:52,627 - mmaction - INFO - Epoch [16][1200/1879] lr: 2.000e-02, eta: 1 day, 1:52:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7639, loss: 1.7639, grad_norm: 3.8326 2021-06-17 15:27:03,782 - mmaction - INFO - Epoch [16][1220/1879] lr: 2.000e-02, eta: 1 day, 1:52:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8164, loss_cls: 1.6804, loss: 1.6804, grad_norm: 3.7306 2021-06-17 15:27:14,939 - mmaction - INFO - Epoch [16][1240/1879] lr: 2.000e-02, eta: 1 day, 1:52:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5793, top5_acc: 0.8141, loss_cls: 1.7330, loss: 1.7330, grad_norm: 3.7413 2021-06-17 15:27:26,096 - mmaction - INFO - Epoch [16][1260/1879] lr: 2.000e-02, eta: 1 day, 1:51:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7134, loss: 1.7134, grad_norm: 3.7920 2021-06-17 15:27:37,239 - mmaction - INFO - Epoch [16][1280/1879] lr: 2.000e-02, eta: 1 day, 1:51:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8145, loss_cls: 1.7061, loss: 1.7061, grad_norm: 3.6941 2021-06-17 15:27:48,392 - mmaction - INFO - Epoch [16][1300/1879] lr: 2.000e-02, eta: 1 day, 1:51:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8211, loss_cls: 1.6829, loss: 1.6829, grad_norm: 3.7792 2021-06-17 15:27:59,552 - mmaction - INFO - Epoch [16][1320/1879] lr: 2.000e-02, eta: 1 day, 1:51:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8176, loss_cls: 1.6857, loss: 1.6857, grad_norm: 3.7460 2021-06-17 15:28:10,718 - mmaction - INFO - Epoch [16][1340/1879] lr: 2.000e-02, eta: 1 day, 1:50:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8113, loss_cls: 1.7292, loss: 1.7292, grad_norm: 3.6878 2021-06-17 15:28:21,903 - mmaction - INFO - Epoch [16][1360/1879] lr: 2.000e-02, eta: 1 day, 1:50:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.6770, loss: 1.6770, grad_norm: 3.8807 2021-06-17 15:28:33,056 - mmaction - INFO - Epoch [16][1380/1879] lr: 2.000e-02, eta: 1 day, 1:50:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8066, loss_cls: 1.7630, loss: 1.7630, grad_norm: 3.8037 2021-06-17 15:28:44,196 - mmaction - INFO - Epoch [16][1400/1879] lr: 2.000e-02, eta: 1 day, 1:50:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.7913, loss: 1.7913, grad_norm: 3.8100 2021-06-17 15:28:55,356 - mmaction - INFO - Epoch [16][1420/1879] lr: 2.000e-02, eta: 1 day, 1:49:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7403, loss: 1.7403, grad_norm: 3.6985 2021-06-17 15:29:06,517 - mmaction - INFO - Epoch [16][1440/1879] lr: 2.000e-02, eta: 1 day, 1:49:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8090, loss_cls: 1.7779, loss: 1.7779, grad_norm: 3.8387 2021-06-17 15:29:17,669 - mmaction - INFO - Epoch [16][1460/1879] lr: 2.000e-02, eta: 1 day, 1:49:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8102, loss_cls: 1.7518, loss: 1.7518, grad_norm: 3.7983 2021-06-17 15:29:28,824 - mmaction - INFO - Epoch [16][1480/1879] lr: 2.000e-02, eta: 1 day, 1:49:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8152, loss_cls: 1.6853, loss: 1.6853, grad_norm: 3.7656 2021-06-17 15:29:39,975 - mmaction - INFO - Epoch [16][1500/1879] lr: 2.000e-02, eta: 1 day, 1:48:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8090, loss_cls: 1.7316, loss: 1.7316, grad_norm: 3.7729 2021-06-17 15:29:51,142 - mmaction - INFO - Epoch [16][1520/1879] lr: 2.000e-02, eta: 1 day, 1:48:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8086, loss_cls: 1.7209, loss: 1.7209, grad_norm: 3.6816 2021-06-17 15:30:02,335 - mmaction - INFO - Epoch [16][1540/1879] lr: 2.000e-02, eta: 1 day, 1:48:20, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6594, loss: 1.6594, grad_norm: 3.6860 2021-06-17 15:30:13,440 - mmaction - INFO - Epoch [16][1560/1879] lr: 2.000e-02, eta: 1 day, 1:48:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8238, loss_cls: 1.6757, loss: 1.6757, grad_norm: 3.7801 2021-06-17 15:30:24,595 - mmaction - INFO - Epoch [16][1580/1879] lr: 2.000e-02, eta: 1 day, 1:47:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8152, loss_cls: 1.6876, loss: 1.6876, grad_norm: 3.7178 2021-06-17 15:30:35,748 - mmaction - INFO - Epoch [16][1600/1879] lr: 2.000e-02, eta: 1 day, 1:47:35, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8125, loss_cls: 1.7060, loss: 1.7060, grad_norm: 3.7766 2021-06-17 15:30:46,919 - mmaction - INFO - Epoch [16][1620/1879] lr: 2.000e-02, eta: 1 day, 1:47:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8023, loss_cls: 1.7562, loss: 1.7562, grad_norm: 3.7334 2021-06-17 15:30:58,066 - mmaction - INFO - Epoch [16][1640/1879] lr: 2.000e-02, eta: 1 day, 1:47:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8031, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.7240 2021-06-17 15:31:09,289 - mmaction - INFO - Epoch [16][1660/1879] lr: 2.000e-02, eta: 1 day, 1:46:50, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.8365 2021-06-17 15:31:20,448 - mmaction - INFO - Epoch [16][1680/1879] lr: 2.000e-02, eta: 1 day, 1:46:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8160, loss_cls: 1.7269, loss: 1.7269, grad_norm: 3.7879 2021-06-17 15:31:31,616 - mmaction - INFO - Epoch [16][1700/1879] lr: 2.000e-02, eta: 1 day, 1:46:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6644, loss: 1.6644, grad_norm: 3.7818 2021-06-17 15:31:42,777 - mmaction - INFO - Epoch [16][1720/1879] lr: 2.000e-02, eta: 1 day, 1:46:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8133, loss_cls: 1.7337, loss: 1.7337, grad_norm: 3.7406 2021-06-17 15:31:53,942 - mmaction - INFO - Epoch [16][1740/1879] lr: 2.000e-02, eta: 1 day, 1:45:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8184, loss_cls: 1.6905, loss: 1.6905, grad_norm: 3.7508 2021-06-17 15:32:05,085 - mmaction - INFO - Epoch [16][1760/1879] lr: 2.000e-02, eta: 1 day, 1:45:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7735, loss: 1.7735, grad_norm: 3.7802 2021-06-17 15:32:16,226 - mmaction - INFO - Epoch [16][1780/1879] lr: 2.000e-02, eta: 1 day, 1:45:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.8090, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.8255 2021-06-17 15:32:27,385 - mmaction - INFO - Epoch [16][1800/1879] lr: 2.000e-02, eta: 1 day, 1:45:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8187, loss_cls: 1.6822, loss: 1.6822, grad_norm: 3.8158 2021-06-17 15:32:38,545 - mmaction - INFO - Epoch [16][1820/1879] lr: 2.000e-02, eta: 1 day, 1:44:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8008, loss_cls: 1.7883, loss: 1.7883, grad_norm: 3.8372 2021-06-17 15:32:49,705 - mmaction - INFO - Epoch [16][1840/1879] lr: 2.000e-02, eta: 1 day, 1:44:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8074, loss_cls: 1.7422, loss: 1.7422, grad_norm: 3.7222 2021-06-17 15:33:00,855 - mmaction - INFO - Epoch [16][1860/1879] lr: 2.000e-02, eta: 1 day, 1:44:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8102, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.7530 2021-06-17 15:33:12,706 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-06-17 15:34:28,617 - mmaction - INFO - Epoch [17][20/1879] lr: 2.000e-02, eta: 1 day, 1:48:35, time: 3.778, data_time: 3.215, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8293, loss_cls: 1.6432, loss: 1.6432, grad_norm: 3.7111 2021-06-17 15:34:39,744 - mmaction - INFO - Epoch [17][40/1879] lr: 2.000e-02, eta: 1 day, 1:48:20, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8250, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.6719 2021-06-17 15:34:50,854 - mmaction - INFO - Epoch [17][60/1879] lr: 2.000e-02, eta: 1 day, 1:48:05, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8098, loss_cls: 1.7224, loss: 1.7224, grad_norm: 3.7487 2021-06-17 15:35:02,231 - mmaction - INFO - Epoch [17][80/1879] lr: 2.000e-02, eta: 1 day, 1:47:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8246, loss_cls: 1.6133, loss: 1.6133, grad_norm: 3.7657 2021-06-17 15:35:13,430 - mmaction - INFO - Epoch [17][100/1879] lr: 2.000e-02, eta: 1 day, 1:47:36, time: 0.573, data_time: 0.014, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8258, loss_cls: 1.6188, loss: 1.6188, grad_norm: 3.7329 2021-06-17 15:35:24,554 - mmaction - INFO - Epoch [17][120/1879] lr: 2.000e-02, eta: 1 day, 1:47:21, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8320, loss_cls: 1.5979, loss: 1.5979, grad_norm: 3.5728 2021-06-17 15:35:35,685 - mmaction - INFO - Epoch [17][140/1879] lr: 2.000e-02, eta: 1 day, 1:47:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8105, loss_cls: 1.6626, loss: 1.6626, grad_norm: 3.7847 2021-06-17 15:35:46,827 - mmaction - INFO - Epoch [17][160/1879] lr: 2.000e-02, eta: 1 day, 1:46:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8277, loss_cls: 1.6349, loss: 1.6349, grad_norm: 3.7530 2021-06-17 15:35:57,989 - mmaction - INFO - Epoch [17][180/1879] lr: 2.000e-02, eta: 1 day, 1:46:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8215, loss_cls: 1.6279, loss: 1.6279, grad_norm: 3.6970 2021-06-17 15:36:09,118 - mmaction - INFO - Epoch [17][200/1879] lr: 2.000e-02, eta: 1 day, 1:46:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8262, loss_cls: 1.6048, loss: 1.6048, grad_norm: 3.7983 2021-06-17 15:36:20,249 - mmaction - INFO - Epoch [17][220/1879] lr: 2.000e-02, eta: 1 day, 1:46:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8352, loss_cls: 1.6663, loss: 1.6663, grad_norm: 3.8108 2021-06-17 15:36:31,398 - mmaction - INFO - Epoch [17][240/1879] lr: 2.000e-02, eta: 1 day, 1:45:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5770, top5_acc: 0.8160, loss_cls: 1.6895, loss: 1.6895, grad_norm: 3.9875 2021-06-17 15:36:42,533 - mmaction - INFO - Epoch [17][260/1879] lr: 2.000e-02, eta: 1 day, 1:45:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8199, loss_cls: 1.6149, loss: 1.6149, grad_norm: 3.7553 2021-06-17 15:36:53,681 - mmaction - INFO - Epoch [17][280/1879] lr: 2.000e-02, eta: 1 day, 1:45:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8199, loss_cls: 1.7038, loss: 1.7038, grad_norm: 3.9730 2021-06-17 15:37:04,805 - mmaction - INFO - Epoch [17][300/1879] lr: 2.000e-02, eta: 1 day, 1:45:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8168, loss_cls: 1.6890, loss: 1.6890, grad_norm: 3.8316 2021-06-17 15:37:15,951 - mmaction - INFO - Epoch [17][320/1879] lr: 2.000e-02, eta: 1 day, 1:44:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8219, loss_cls: 1.6846, loss: 1.6846, grad_norm: 3.7838 2021-06-17 15:37:27,094 - mmaction - INFO - Epoch [17][340/1879] lr: 2.000e-02, eta: 1 day, 1:44:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8305, loss_cls: 1.6467, loss: 1.6467, grad_norm: 3.6880 2021-06-17 15:37:38,238 - mmaction - INFO - Epoch [17][360/1879] lr: 2.000e-02, eta: 1 day, 1:44:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8199, loss_cls: 1.7001, loss: 1.7001, grad_norm: 3.7875 2021-06-17 15:37:49,354 - mmaction - INFO - Epoch [17][380/1879] lr: 2.000e-02, eta: 1 day, 1:44:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8328, loss_cls: 1.6110, loss: 1.6110, grad_norm: 3.7959 2021-06-17 15:38:00,491 - mmaction - INFO - Epoch [17][400/1879] lr: 2.000e-02, eta: 1 day, 1:43:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8230, loss_cls: 1.6940, loss: 1.6940, grad_norm: 3.7822 2021-06-17 15:38:11,627 - mmaction - INFO - Epoch [17][420/1879] lr: 2.000e-02, eta: 1 day, 1:43:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8223, loss_cls: 1.5971, loss: 1.5971, grad_norm: 3.6360 2021-06-17 15:38:22,762 - mmaction - INFO - Epoch [17][440/1879] lr: 2.000e-02, eta: 1 day, 1:43:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6736, loss: 1.6736, grad_norm: 3.7492 2021-06-17 15:38:33,904 - mmaction - INFO - Epoch [17][460/1879] lr: 2.000e-02, eta: 1 day, 1:43:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8293, loss_cls: 1.6187, loss: 1.6187, grad_norm: 3.6844 2021-06-17 15:38:45,043 - mmaction - INFO - Epoch [17][480/1879] lr: 2.000e-02, eta: 1 day, 1:42:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8207, loss_cls: 1.6802, loss: 1.6802, grad_norm: 3.7875 2021-06-17 15:38:56,170 - mmaction - INFO - Epoch [17][500/1879] lr: 2.000e-02, eta: 1 day, 1:42:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8168, loss_cls: 1.6705, loss: 1.6705, grad_norm: 3.7405 2021-06-17 15:39:07,308 - mmaction - INFO - Epoch [17][520/1879] lr: 2.000e-02, eta: 1 day, 1:42:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8285, loss_cls: 1.6251, loss: 1.6251, grad_norm: 3.7336 2021-06-17 15:39:18,458 - mmaction - INFO - Epoch [17][540/1879] lr: 2.000e-02, eta: 1 day, 1:42:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8320, loss_cls: 1.6639, loss: 1.6639, grad_norm: 3.7556 2021-06-17 15:39:29,602 - mmaction - INFO - Epoch [17][560/1879] lr: 2.000e-02, eta: 1 day, 1:41:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5809, top5_acc: 0.8098, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.8881 2021-06-17 15:39:40,760 - mmaction - INFO - Epoch [17][580/1879] lr: 2.000e-02, eta: 1 day, 1:41:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8164, loss_cls: 1.6612, loss: 1.6612, grad_norm: 3.7093 2021-06-17 15:39:51,916 - mmaction - INFO - Epoch [17][600/1879] lr: 2.000e-02, eta: 1 day, 1:41:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8234, loss_cls: 1.7271, loss: 1.7271, grad_norm: 3.8562 2021-06-17 15:40:03,076 - mmaction - INFO - Epoch [17][620/1879] lr: 2.000e-02, eta: 1 day, 1:41:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8055, loss_cls: 1.7419, loss: 1.7419, grad_norm: 3.7375 2021-06-17 15:40:14,232 - mmaction - INFO - Epoch [17][640/1879] lr: 2.000e-02, eta: 1 day, 1:40:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8137, loss_cls: 1.7235, loss: 1.7235, grad_norm: 3.7310 2021-06-17 15:40:25,405 - mmaction - INFO - Epoch [17][660/1879] lr: 2.000e-02, eta: 1 day, 1:40:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8137, loss_cls: 1.6899, loss: 1.6899, grad_norm: 3.6697 2021-06-17 15:40:36,580 - mmaction - INFO - Epoch [17][680/1879] lr: 2.000e-02, eta: 1 day, 1:40:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6875, loss: 1.6875, grad_norm: 3.7671 2021-06-17 15:40:47,757 - mmaction - INFO - Epoch [17][700/1879] lr: 2.000e-02, eta: 1 day, 1:40:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8215, loss_cls: 1.6886, loss: 1.6886, grad_norm: 3.7336 2021-06-17 15:40:58,906 - mmaction - INFO - Epoch [17][720/1879] lr: 2.000e-02, eta: 1 day, 1:39:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.6808, loss: 1.6808, grad_norm: 3.7542 2021-06-17 15:41:10,069 - mmaction - INFO - Epoch [17][740/1879] lr: 2.000e-02, eta: 1 day, 1:39:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8309, loss_cls: 1.6273, loss: 1.6273, grad_norm: 3.7045 2021-06-17 15:41:21,233 - mmaction - INFO - Epoch [17][760/1879] lr: 2.000e-02, eta: 1 day, 1:39:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8242, loss_cls: 1.6692, loss: 1.6692, grad_norm: 3.8591 2021-06-17 15:41:32,396 - mmaction - INFO - Epoch [17][780/1879] lr: 2.000e-02, eta: 1 day, 1:39:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8207, loss_cls: 1.6539, loss: 1.6539, grad_norm: 3.6969 2021-06-17 15:41:43,552 - mmaction - INFO - Epoch [17][800/1879] lr: 2.000e-02, eta: 1 day, 1:38:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.7122, loss: 1.7122, grad_norm: 3.6864 2021-06-17 15:41:54,707 - mmaction - INFO - Epoch [17][820/1879] lr: 2.000e-02, eta: 1 day, 1:38:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8238, loss_cls: 1.6533, loss: 1.6533, grad_norm: 3.7382 2021-06-17 15:42:05,857 - mmaction - INFO - Epoch [17][840/1879] lr: 2.000e-02, eta: 1 day, 1:38:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8180, loss_cls: 1.6915, loss: 1.6915, grad_norm: 3.8162 2021-06-17 15:42:17,010 - mmaction - INFO - Epoch [17][860/1879] lr: 2.000e-02, eta: 1 day, 1:38:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8254, loss_cls: 1.6685, loss: 1.6685, grad_norm: 3.7610 2021-06-17 15:42:28,178 - mmaction - INFO - Epoch [17][880/1879] lr: 2.000e-02, eta: 1 day, 1:37:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8066, loss_cls: 1.7486, loss: 1.7486, grad_norm: 3.8217 2021-06-17 15:42:39,341 - mmaction - INFO - Epoch [17][900/1879] lr: 2.000e-02, eta: 1 day, 1:37:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8098, loss_cls: 1.7095, loss: 1.7095, grad_norm: 3.7955 2021-06-17 15:42:50,508 - mmaction - INFO - Epoch [17][920/1879] lr: 2.000e-02, eta: 1 day, 1:37:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8020, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.7924 2021-06-17 15:43:01,653 - mmaction - INFO - Epoch [17][940/1879] lr: 2.000e-02, eta: 1 day, 1:37:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8301, loss_cls: 1.6859, loss: 1.6859, grad_norm: 3.8299 2021-06-17 15:43:12,820 - mmaction - INFO - Epoch [17][960/1879] lr: 2.000e-02, eta: 1 day, 1:36:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8223, loss_cls: 1.6805, loss: 1.6805, grad_norm: 3.7052 2021-06-17 15:43:23,986 - mmaction - INFO - Epoch [17][980/1879] lr: 2.000e-02, eta: 1 day, 1:36:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8230, loss_cls: 1.6428, loss: 1.6428, grad_norm: 3.7462 2021-06-17 15:43:35,154 - mmaction - INFO - Epoch [17][1000/1879] lr: 2.000e-02, eta: 1 day, 1:36:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8105, loss_cls: 1.7465, loss: 1.7465, grad_norm: 3.7417 2021-06-17 15:43:46,305 - mmaction - INFO - Epoch [17][1020/1879] lr: 2.000e-02, eta: 1 day, 1:36:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8285, loss_cls: 1.6619, loss: 1.6619, grad_norm: 3.7726 2021-06-17 15:43:57,461 - mmaction - INFO - Epoch [17][1040/1879] lr: 2.000e-02, eta: 1 day, 1:35:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8215, loss_cls: 1.6670, loss: 1.6670, grad_norm: 3.8648 2021-06-17 15:44:08,634 - mmaction - INFO - Epoch [17][1060/1879] lr: 2.000e-02, eta: 1 day, 1:35:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8293, loss_cls: 1.6639, loss: 1.6639, grad_norm: 3.8010 2021-06-17 15:44:19,800 - mmaction - INFO - Epoch [17][1080/1879] lr: 2.000e-02, eta: 1 day, 1:35:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5816, top5_acc: 0.8199, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.8058 2021-06-17 15:44:30,960 - mmaction - INFO - Epoch [17][1100/1879] lr: 2.000e-02, eta: 1 day, 1:35:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8277, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.7445 2021-06-17 15:44:42,116 - mmaction - INFO - Epoch [17][1120/1879] lr: 2.000e-02, eta: 1 day, 1:34:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8289, loss_cls: 1.6510, loss: 1.6510, grad_norm: 3.7830 2021-06-17 15:44:53,274 - mmaction - INFO - Epoch [17][1140/1879] lr: 2.000e-02, eta: 1 day, 1:34:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8164, loss_cls: 1.6914, loss: 1.6914, grad_norm: 3.8202 2021-06-17 15:45:04,448 - mmaction - INFO - Epoch [17][1160/1879] lr: 2.000e-02, eta: 1 day, 1:34:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8117, loss_cls: 1.6933, loss: 1.6933, grad_norm: 3.7749 2021-06-17 15:45:15,596 - mmaction - INFO - Epoch [17][1180/1879] lr: 2.000e-02, eta: 1 day, 1:34:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8184, loss_cls: 1.7136, loss: 1.7136, grad_norm: 3.7687 2021-06-17 15:45:26,750 - mmaction - INFO - Epoch [17][1200/1879] lr: 2.000e-02, eta: 1 day, 1:33:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8305, loss_cls: 1.7200, loss: 1.7200, grad_norm: 3.8405 2021-06-17 15:45:37,892 - mmaction - INFO - Epoch [17][1220/1879] lr: 2.000e-02, eta: 1 day, 1:33:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8055, loss_cls: 1.7467, loss: 1.7467, grad_norm: 3.7996 2021-06-17 15:45:49,045 - mmaction - INFO - Epoch [17][1240/1879] lr: 2.000e-02, eta: 1 day, 1:33:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8148, loss_cls: 1.7374, loss: 1.7374, grad_norm: 3.8149 2021-06-17 15:46:00,215 - mmaction - INFO - Epoch [17][1260/1879] lr: 2.000e-02, eta: 1 day, 1:33:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.6840 2021-06-17 15:46:11,345 - mmaction - INFO - Epoch [17][1280/1879] lr: 2.000e-02, eta: 1 day, 1:32:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8336, loss_cls: 1.6491, loss: 1.6491, grad_norm: 3.7744 2021-06-17 15:46:22,488 - mmaction - INFO - Epoch [17][1300/1879] lr: 2.000e-02, eta: 1 day, 1:32:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8176, loss_cls: 1.7114, loss: 1.7114, grad_norm: 3.7717 2021-06-17 15:46:33,649 - mmaction - INFO - Epoch [17][1320/1879] lr: 2.000e-02, eta: 1 day, 1:32:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8090, loss_cls: 1.7288, loss: 1.7288, grad_norm: 3.8223 2021-06-17 15:46:44,804 - mmaction - INFO - Epoch [17][1340/1879] lr: 2.000e-02, eta: 1 day, 1:32:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8195, loss_cls: 1.6911, loss: 1.6911, grad_norm: 3.8365 2021-06-17 15:46:55,956 - mmaction - INFO - Epoch [17][1360/1879] lr: 2.000e-02, eta: 1 day, 1:31:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8098, loss_cls: 1.7061, loss: 1.7061, grad_norm: 3.7663 2021-06-17 15:47:07,107 - mmaction - INFO - Epoch [17][1380/1879] lr: 2.000e-02, eta: 1 day, 1:31:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8168, loss_cls: 1.6562, loss: 1.6562, grad_norm: 3.7497 2021-06-17 15:47:18,269 - mmaction - INFO - Epoch [17][1400/1879] lr: 2.000e-02, eta: 1 day, 1:31:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7564, loss: 1.7564, grad_norm: 3.9034 2021-06-17 15:47:29,444 - mmaction - INFO - Epoch [17][1420/1879] lr: 2.000e-02, eta: 1 day, 1:31:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8074, loss_cls: 1.7187, loss: 1.7187, grad_norm: 3.7752 2021-06-17 15:47:40,601 - mmaction - INFO - Epoch [17][1440/1879] lr: 2.000e-02, eta: 1 day, 1:31:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8082, loss_cls: 1.7076, loss: 1.7076, grad_norm: 3.7920 2021-06-17 15:47:51,751 - mmaction - INFO - Epoch [17][1460/1879] lr: 2.000e-02, eta: 1 day, 1:30:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5809, top5_acc: 0.8187, loss_cls: 1.7034, loss: 1.7034, grad_norm: 3.7900 2021-06-17 15:48:03,006 - mmaction - INFO - Epoch [17][1480/1879] lr: 2.000e-02, eta: 1 day, 1:30:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8230, loss_cls: 1.6683, loss: 1.6683, grad_norm: 3.7729 2021-06-17 15:48:14,152 - mmaction - INFO - Epoch [17][1500/1879] lr: 2.000e-02, eta: 1 day, 1:30:17, time: 0.563, data_time: 0.007, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8258, loss_cls: 1.6685, loss: 1.6685, grad_norm: 3.7069 2021-06-17 15:48:25,310 - mmaction - INFO - Epoch [17][1520/1879] lr: 2.000e-02, eta: 1 day, 1:30:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.7747 2021-06-17 15:48:36,455 - mmaction - INFO - Epoch [17][1540/1879] lr: 2.000e-02, eta: 1 day, 1:29:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5801, top5_acc: 0.8207, loss_cls: 1.7115, loss: 1.7115, grad_norm: 3.8854 2021-06-17 15:48:47,605 - mmaction - INFO - Epoch [17][1560/1879] lr: 2.000e-02, eta: 1 day, 1:29:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8137, loss_cls: 1.7186, loss: 1.7186, grad_norm: 3.7568 2021-06-17 15:48:58,762 - mmaction - INFO - Epoch [17][1580/1879] lr: 2.000e-02, eta: 1 day, 1:29:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8254, loss_cls: 1.7053, loss: 1.7053, grad_norm: 3.8330 2021-06-17 15:49:09,894 - mmaction - INFO - Epoch [17][1600/1879] lr: 2.000e-02, eta: 1 day, 1:29:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8262, loss_cls: 1.6588, loss: 1.6588, grad_norm: 3.7127 2021-06-17 15:49:21,053 - mmaction - INFO - Epoch [17][1620/1879] lr: 2.000e-02, eta: 1 day, 1:28:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8098, loss_cls: 1.7390, loss: 1.7390, grad_norm: 3.7957 2021-06-17 15:49:32,206 - mmaction - INFO - Epoch [17][1640/1879] lr: 2.000e-02, eta: 1 day, 1:28:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7477, loss: 1.7477, grad_norm: 3.7697 2021-06-17 15:49:43,352 - mmaction - INFO - Epoch [17][1660/1879] lr: 2.000e-02, eta: 1 day, 1:28:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7510, loss: 1.7510, grad_norm: 3.7005 2021-06-17 15:49:54,499 - mmaction - INFO - Epoch [17][1680/1879] lr: 2.000e-02, eta: 1 day, 1:28:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7487, loss: 1.7487, grad_norm: 3.7593 2021-06-17 15:50:05,669 - mmaction - INFO - Epoch [17][1700/1879] lr: 2.000e-02, eta: 1 day, 1:27:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8199, loss_cls: 1.7150, loss: 1.7150, grad_norm: 3.8490 2021-06-17 15:50:16,816 - mmaction - INFO - Epoch [17][1720/1879] lr: 2.000e-02, eta: 1 day, 1:27:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6794, loss: 1.6794, grad_norm: 3.6890 2021-06-17 15:50:27,970 - mmaction - INFO - Epoch [17][1740/1879] lr: 2.000e-02, eta: 1 day, 1:27:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8223, loss_cls: 1.7364, loss: 1.7364, grad_norm: 3.7996 2021-06-17 15:50:39,123 - mmaction - INFO - Epoch [17][1760/1879] lr: 2.000e-02, eta: 1 day, 1:27:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5691, top5_acc: 0.8168, loss_cls: 1.7458, loss: 1.7458, grad_norm: 3.8927 2021-06-17 15:50:50,284 - mmaction - INFO - Epoch [17][1780/1879] lr: 2.000e-02, eta: 1 day, 1:26:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7725, loss: 1.7725, grad_norm: 3.8672 2021-06-17 15:51:01,445 - mmaction - INFO - Epoch [17][1800/1879] lr: 2.000e-02, eta: 1 day, 1:26:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8238, loss_cls: 1.6899, loss: 1.6899, grad_norm: 3.7762 2021-06-17 15:51:12,601 - mmaction - INFO - Epoch [17][1820/1879] lr: 2.000e-02, eta: 1 day, 1:26:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8195, loss_cls: 1.7079, loss: 1.7079, grad_norm: 3.6563 2021-06-17 15:51:23,771 - mmaction - INFO - Epoch [17][1840/1879] lr: 2.000e-02, eta: 1 day, 1:26:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5746, top5_acc: 0.8141, loss_cls: 1.7566, loss: 1.7566, grad_norm: 3.8105 2021-06-17 15:51:34,932 - mmaction - INFO - Epoch [17][1860/1879] lr: 2.000e-02, eta: 1 day, 1:25:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5793, top5_acc: 0.8121, loss_cls: 1.7489, loss: 1.7489, grad_norm: 3.8909 2021-06-17 15:51:46,962 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-06-17 15:53:03,576 - mmaction - INFO - Epoch [18][20/1879] lr: 2.000e-02, eta: 1 day, 1:29:50, time: 3.798, data_time: 3.241, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8406, loss_cls: 1.5962, loss: 1.5962, grad_norm: 3.6728 2021-06-17 15:53:14,710 - mmaction - INFO - Epoch [18][40/1879] lr: 2.000e-02, eta: 1 day, 1:29:35, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8246, loss_cls: 1.6115, loss: 1.6115, grad_norm: 3.7391 2021-06-17 15:53:25,812 - mmaction - INFO - Epoch [18][60/1879] lr: 2.000e-02, eta: 1 day, 1:29:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6815, loss: 1.6815, grad_norm: 3.7439 2021-06-17 15:53:36,950 - mmaction - INFO - Epoch [18][80/1879] lr: 2.000e-02, eta: 1 day, 1:29:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8293, loss_cls: 1.6025, loss: 1.6025, grad_norm: 3.7896 2021-06-17 15:53:48,095 - mmaction - INFO - Epoch [18][100/1879] lr: 2.000e-02, eta: 1 day, 1:28:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6871, loss: 1.6871, grad_norm: 3.8782 2021-06-17 15:53:59,240 - mmaction - INFO - Epoch [18][120/1879] lr: 2.000e-02, eta: 1 day, 1:28:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8371, loss_cls: 1.5858, loss: 1.5858, grad_norm: 3.6835 2021-06-17 15:54:10,381 - mmaction - INFO - Epoch [18][140/1879] lr: 2.000e-02, eta: 1 day, 1:28:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8258, loss_cls: 1.6187, loss: 1.6187, grad_norm: 3.8622 2021-06-17 15:54:21,519 - mmaction - INFO - Epoch [18][160/1879] lr: 2.000e-02, eta: 1 day, 1:28:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8195, loss_cls: 1.6675, loss: 1.6675, grad_norm: 3.8461 2021-06-17 15:54:32,660 - mmaction - INFO - Epoch [18][180/1879] lr: 2.000e-02, eta: 1 day, 1:27:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6126, loss: 1.6126, grad_norm: 3.7702 2021-06-17 15:54:43,810 - mmaction - INFO - Epoch [18][200/1879] lr: 2.000e-02, eta: 1 day, 1:27:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6688, loss: 1.6688, grad_norm: 3.8763 2021-06-17 15:54:54,942 - mmaction - INFO - Epoch [18][220/1879] lr: 2.000e-02, eta: 1 day, 1:27:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8148, loss_cls: 1.7027, loss: 1.7027, grad_norm: 3.8109 2021-06-17 15:55:06,194 - mmaction - INFO - Epoch [18][240/1879] lr: 2.000e-02, eta: 1 day, 1:27:07, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8187, loss_cls: 1.6856, loss: 1.6856, grad_norm: 3.7567 2021-06-17 15:55:17,326 - mmaction - INFO - Epoch [18][260/1879] lr: 2.000e-02, eta: 1 day, 1:26:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8145, loss_cls: 1.7239, loss: 1.7239, grad_norm: 3.8308 2021-06-17 15:55:28,469 - mmaction - INFO - Epoch [18][280/1879] lr: 2.000e-02, eta: 1 day, 1:26:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.7335 2021-06-17 15:55:39,631 - mmaction - INFO - Epoch [18][300/1879] lr: 2.000e-02, eta: 1 day, 1:26:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8363, loss_cls: 1.5632, loss: 1.5632, grad_norm: 3.6279 2021-06-17 15:55:50,781 - mmaction - INFO - Epoch [18][320/1879] lr: 2.000e-02, eta: 1 day, 1:26:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8246, loss_cls: 1.6465, loss: 1.6465, grad_norm: 3.7918 2021-06-17 15:56:01,939 - mmaction - INFO - Epoch [18][340/1879] lr: 2.000e-02, eta: 1 day, 1:25:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6340, loss: 1.6340, grad_norm: 3.7377 2021-06-17 15:56:13,094 - mmaction - INFO - Epoch [18][360/1879] lr: 2.000e-02, eta: 1 day, 1:25:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8289, loss_cls: 1.6490, loss: 1.6490, grad_norm: 3.8142 2021-06-17 15:56:24,229 - mmaction - INFO - Epoch [18][380/1879] lr: 2.000e-02, eta: 1 day, 1:25:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8301, loss_cls: 1.6211, loss: 1.6211, grad_norm: 3.7624 2021-06-17 15:56:35,388 - mmaction - INFO - Epoch [18][400/1879] lr: 2.000e-02, eta: 1 day, 1:25:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8246, loss_cls: 1.6512, loss: 1.6512, grad_norm: 3.8347 2021-06-17 15:56:46,511 - mmaction - INFO - Epoch [18][420/1879] lr: 2.000e-02, eta: 1 day, 1:24:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6419, loss: 1.6419, grad_norm: 3.8193 2021-06-17 15:56:57,667 - mmaction - INFO - Epoch [18][440/1879] lr: 2.000e-02, eta: 1 day, 1:24:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8121, loss_cls: 1.7064, loss: 1.7064, grad_norm: 3.7827 2021-06-17 15:57:08,814 - mmaction - INFO - Epoch [18][460/1879] lr: 2.000e-02, eta: 1 day, 1:24:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7042, loss: 1.7042, grad_norm: 3.7903 2021-06-17 15:57:19,911 - mmaction - INFO - Epoch [18][480/1879] lr: 2.000e-02, eta: 1 day, 1:24:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8316, loss_cls: 1.5905, loss: 1.5905, grad_norm: 3.6723 2021-06-17 15:57:31,050 - mmaction - INFO - Epoch [18][500/1879] lr: 2.000e-02, eta: 1 day, 1:23:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8277, loss_cls: 1.6668, loss: 1.6668, grad_norm: 3.8325 2021-06-17 15:57:42,195 - mmaction - INFO - Epoch [18][520/1879] lr: 2.000e-02, eta: 1 day, 1:23:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8176, loss_cls: 1.6113, loss: 1.6113, grad_norm: 3.7501 2021-06-17 15:57:53,353 - mmaction - INFO - Epoch [18][540/1879] lr: 2.000e-02, eta: 1 day, 1:23:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.8078 2021-06-17 15:58:04,498 - mmaction - INFO - Epoch [18][560/1879] lr: 2.000e-02, eta: 1 day, 1:23:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8187, loss_cls: 1.7229, loss: 1.7229, grad_norm: 3.8691 2021-06-17 15:58:15,643 - mmaction - INFO - Epoch [18][580/1879] lr: 2.000e-02, eta: 1 day, 1:22:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5705, loss: 1.5705, grad_norm: 3.7217 2021-06-17 15:58:26,771 - mmaction - INFO - Epoch [18][600/1879] lr: 2.000e-02, eta: 1 day, 1:22:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8078, loss_cls: 1.6987, loss: 1.6987, grad_norm: 3.8632 2021-06-17 15:58:37,913 - mmaction - INFO - Epoch [18][620/1879] lr: 2.000e-02, eta: 1 day, 1:22:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8230, loss_cls: 1.6706, loss: 1.6706, grad_norm: 3.8640 2021-06-17 15:58:49,056 - mmaction - INFO - Epoch [18][640/1879] lr: 2.000e-02, eta: 1 day, 1:22:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8148, loss_cls: 1.7016, loss: 1.7016, grad_norm: 3.7670 2021-06-17 15:59:00,216 - mmaction - INFO - Epoch [18][660/1879] lr: 2.000e-02, eta: 1 day, 1:21:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8187, loss_cls: 1.6933, loss: 1.6933, grad_norm: 3.7739 2021-06-17 15:59:11,357 - mmaction - INFO - Epoch [18][680/1879] lr: 2.000e-02, eta: 1 day, 1:21:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.8250 2021-06-17 15:59:22,492 - mmaction - INFO - Epoch [18][700/1879] lr: 2.000e-02, eta: 1 day, 1:21:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8297, loss_cls: 1.6433, loss: 1.6433, grad_norm: 3.7818 2021-06-17 15:59:33,644 - mmaction - INFO - Epoch [18][720/1879] lr: 2.000e-02, eta: 1 day, 1:21:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8293, loss_cls: 1.6150, loss: 1.6150, grad_norm: 3.7176 2021-06-17 15:59:44,804 - mmaction - INFO - Epoch [18][740/1879] lr: 2.000e-02, eta: 1 day, 1:20:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8172, loss_cls: 1.6974, loss: 1.6974, grad_norm: 3.8255 2021-06-17 15:59:55,941 - mmaction - INFO - Epoch [18][760/1879] lr: 2.000e-02, eta: 1 day, 1:20:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8340, loss_cls: 1.6765, loss: 1.6765, grad_norm: 3.8182 2021-06-17 16:00:07,102 - mmaction - INFO - Epoch [18][780/1879] lr: 2.000e-02, eta: 1 day, 1:20:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6418, loss: 1.6418, grad_norm: 3.7815 2021-06-17 16:00:18,244 - mmaction - INFO - Epoch [18][800/1879] lr: 2.000e-02, eta: 1 day, 1:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.6667, loss: 1.6667, grad_norm: 3.7645 2021-06-17 16:00:29,389 - mmaction - INFO - Epoch [18][820/1879] lr: 2.000e-02, eta: 1 day, 1:20:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8305, loss_cls: 1.6572, loss: 1.6572, grad_norm: 3.8148 2021-06-17 16:00:40,548 - mmaction - INFO - Epoch [18][840/1879] lr: 2.000e-02, eta: 1 day, 1:19:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6916, loss: 1.6916, grad_norm: 3.8587 2021-06-17 16:00:51,706 - mmaction - INFO - Epoch [18][860/1879] lr: 2.000e-02, eta: 1 day, 1:19:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8246, loss_cls: 1.6762, loss: 1.6762, grad_norm: 3.8580 2021-06-17 16:01:02,893 - mmaction - INFO - Epoch [18][880/1879] lr: 2.000e-02, eta: 1 day, 1:19:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8316, loss_cls: 1.6473, loss: 1.6473, grad_norm: 3.7538 2021-06-17 16:01:14,011 - mmaction - INFO - Epoch [18][900/1879] lr: 2.000e-02, eta: 1 day, 1:19:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8309, loss_cls: 1.6453, loss: 1.6453, grad_norm: 3.8080 2021-06-17 16:01:25,152 - mmaction - INFO - Epoch [18][920/1879] lr: 2.000e-02, eta: 1 day, 1:18:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8211, loss_cls: 1.6957, loss: 1.6957, grad_norm: 3.9001 2021-06-17 16:01:36,280 - mmaction - INFO - Epoch [18][940/1879] lr: 2.000e-02, eta: 1 day, 1:18:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8187, loss_cls: 1.7122, loss: 1.7122, grad_norm: 3.7990 2021-06-17 16:01:47,449 - mmaction - INFO - Epoch [18][960/1879] lr: 2.000e-02, eta: 1 day, 1:18:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8129, loss_cls: 1.6639, loss: 1.6639, grad_norm: 3.7164 2021-06-17 16:01:58,639 - mmaction - INFO - Epoch [18][980/1879] lr: 2.000e-02, eta: 1 day, 1:18:03, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8133, loss_cls: 1.7321, loss: 1.7321, grad_norm: 3.9081 2021-06-17 16:02:09,715 - mmaction - INFO - Epoch [18][1000/1879] lr: 2.000e-02, eta: 1 day, 1:17:48, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8070, loss_cls: 1.7387, loss: 1.7387, grad_norm: 3.7524 2021-06-17 16:02:20,856 - mmaction - INFO - Epoch [18][1020/1879] lr: 2.000e-02, eta: 1 day, 1:17:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8137, loss_cls: 1.7332, loss: 1.7332, grad_norm: 3.8066 2021-06-17 16:02:31,991 - mmaction - INFO - Epoch [18][1040/1879] lr: 2.000e-02, eta: 1 day, 1:17:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8117, loss_cls: 1.7010, loss: 1.7010, grad_norm: 3.7263 2021-06-17 16:02:43,142 - mmaction - INFO - Epoch [18][1060/1879] lr: 2.000e-02, eta: 1 day, 1:17:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8242, loss_cls: 1.6629, loss: 1.6629, grad_norm: 3.6789 2021-06-17 16:02:54,303 - mmaction - INFO - Epoch [18][1080/1879] lr: 2.000e-02, eta: 1 day, 1:16:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8258, loss_cls: 1.6320, loss: 1.6320, grad_norm: 3.7939 2021-06-17 16:03:05,452 - mmaction - INFO - Epoch [18][1100/1879] lr: 2.000e-02, eta: 1 day, 1:16:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8207, loss_cls: 1.6544, loss: 1.6544, grad_norm: 3.7709 2021-06-17 16:03:16,585 - mmaction - INFO - Epoch [18][1120/1879] lr: 2.000e-02, eta: 1 day, 1:16:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8254, loss_cls: 1.6679, loss: 1.6679, grad_norm: 3.7438 2021-06-17 16:03:27,736 - mmaction - INFO - Epoch [18][1140/1879] lr: 2.000e-02, eta: 1 day, 1:16:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6592, loss: 1.6592, grad_norm: 3.7633 2021-06-17 16:03:38,877 - mmaction - INFO - Epoch [18][1160/1879] lr: 2.000e-02, eta: 1 day, 1:15:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8199, loss_cls: 1.6830, loss: 1.6830, grad_norm: 3.9160 2021-06-17 16:03:50,036 - mmaction - INFO - Epoch [18][1180/1879] lr: 2.000e-02, eta: 1 day, 1:15:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8313, loss_cls: 1.6668, loss: 1.6668, grad_norm: 3.7632 2021-06-17 16:04:01,181 - mmaction - INFO - Epoch [18][1200/1879] lr: 2.000e-02, eta: 1 day, 1:15:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8215, loss_cls: 1.6530, loss: 1.6530, grad_norm: 3.6813 2021-06-17 16:04:12,324 - mmaction - INFO - Epoch [18][1220/1879] lr: 2.000e-02, eta: 1 day, 1:15:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8211, loss_cls: 1.6614, loss: 1.6614, grad_norm: 3.7068 2021-06-17 16:04:23,455 - mmaction - INFO - Epoch [18][1240/1879] lr: 2.000e-02, eta: 1 day, 1:14:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6724, loss: 1.6724, grad_norm: 3.8246 2021-06-17 16:04:34,594 - mmaction - INFO - Epoch [18][1260/1879] lr: 2.000e-02, eta: 1 day, 1:14:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6859, loss: 1.6859, grad_norm: 3.8434 2021-06-17 16:04:45,732 - mmaction - INFO - Epoch [18][1280/1879] lr: 2.000e-02, eta: 1 day, 1:14:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6820, loss: 1.6820, grad_norm: 3.6815 2021-06-17 16:04:56,864 - mmaction - INFO - Epoch [18][1300/1879] lr: 2.000e-02, eta: 1 day, 1:14:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8102, loss_cls: 1.6995, loss: 1.6995, grad_norm: 3.6691 2021-06-17 16:05:08,044 - mmaction - INFO - Epoch [18][1320/1879] lr: 2.000e-02, eta: 1 day, 1:13:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8117, loss_cls: 1.7067, loss: 1.7067, grad_norm: 3.7957 2021-06-17 16:05:19,154 - mmaction - INFO - Epoch [18][1340/1879] lr: 2.000e-02, eta: 1 day, 1:13:40, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8273, loss_cls: 1.6569, loss: 1.6569, grad_norm: 3.7201 2021-06-17 16:05:30,309 - mmaction - INFO - Epoch [18][1360/1879] lr: 2.000e-02, eta: 1 day, 1:13:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8199, loss_cls: 1.6741, loss: 1.6741, grad_norm: 3.7404 2021-06-17 16:05:41,461 - mmaction - INFO - Epoch [18][1380/1879] lr: 2.000e-02, eta: 1 day, 1:13:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8180, loss_cls: 1.6628, loss: 1.6628, grad_norm: 3.7394 2021-06-17 16:05:52,624 - mmaction - INFO - Epoch [18][1400/1879] lr: 2.000e-02, eta: 1 day, 1:12:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7219, loss: 1.7219, grad_norm: 3.8559 2021-06-17 16:06:03,763 - mmaction - INFO - Epoch [18][1420/1879] lr: 2.000e-02, eta: 1 day, 1:12:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8219, loss_cls: 1.6744, loss: 1.6744, grad_norm: 3.8493 2021-06-17 16:06:14,914 - mmaction - INFO - Epoch [18][1440/1879] lr: 2.000e-02, eta: 1 day, 1:12:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8270, loss_cls: 1.6665, loss: 1.6665, grad_norm: 3.8049 2021-06-17 16:06:26,048 - mmaction - INFO - Epoch [18][1460/1879] lr: 2.000e-02, eta: 1 day, 1:12:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8137, loss_cls: 1.6903, loss: 1.6903, grad_norm: 3.8350 2021-06-17 16:06:37,192 - mmaction - INFO - Epoch [18][1480/1879] lr: 2.000e-02, eta: 1 day, 1:11:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8160, loss_cls: 1.6965, loss: 1.6965, grad_norm: 3.7922 2021-06-17 16:06:48,330 - mmaction - INFO - Epoch [18][1500/1879] lr: 2.000e-02, eta: 1 day, 1:11:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8176, loss_cls: 1.7325, loss: 1.7325, grad_norm: 3.8227 2021-06-17 16:06:59,464 - mmaction - INFO - Epoch [18][1520/1879] lr: 2.000e-02, eta: 1 day, 1:11:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8242, loss_cls: 1.6922, loss: 1.6922, grad_norm: 3.8081 2021-06-17 16:07:10,596 - mmaction - INFO - Epoch [18][1540/1879] lr: 2.000e-02, eta: 1 day, 1:11:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8270, loss_cls: 1.6799, loss: 1.6799, grad_norm: 3.8487 2021-06-17 16:07:21,753 - mmaction - INFO - Epoch [18][1560/1879] lr: 2.000e-02, eta: 1 day, 1:11:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8227, loss_cls: 1.6566, loss: 1.6566, grad_norm: 3.6653 2021-06-17 16:07:32,894 - mmaction - INFO - Epoch [18][1580/1879] lr: 2.000e-02, eta: 1 day, 1:10:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8215, loss_cls: 1.6364, loss: 1.6364, grad_norm: 3.7431 2021-06-17 16:07:44,065 - mmaction - INFO - Epoch [18][1600/1879] lr: 2.000e-02, eta: 1 day, 1:10:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8234, loss_cls: 1.6331, loss: 1.6331, grad_norm: 3.8208 2021-06-17 16:07:55,211 - mmaction - INFO - Epoch [18][1620/1879] lr: 2.000e-02, eta: 1 day, 1:10:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7822, loss: 1.7822, grad_norm: 3.7929 2021-06-17 16:08:06,349 - mmaction - INFO - Epoch [18][1640/1879] lr: 2.000e-02, eta: 1 day, 1:10:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8309, loss_cls: 1.6468, loss: 1.6468, grad_norm: 3.6602 2021-06-17 16:08:17,505 - mmaction - INFO - Epoch [18][1660/1879] lr: 2.000e-02, eta: 1 day, 1:09:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8105, loss_cls: 1.7683, loss: 1.7683, grad_norm: 3.7968 2021-06-17 16:08:28,665 - mmaction - INFO - Epoch [18][1680/1879] lr: 2.000e-02, eta: 1 day, 1:09:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8152, loss_cls: 1.7208, loss: 1.7208, grad_norm: 3.7470 2021-06-17 16:08:39,792 - mmaction - INFO - Epoch [18][1700/1879] lr: 2.000e-02, eta: 1 day, 1:09:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8113, loss_cls: 1.7421, loss: 1.7421, grad_norm: 3.7704 2021-06-17 16:08:50,940 - mmaction - INFO - Epoch [18][1720/1879] lr: 2.000e-02, eta: 1 day, 1:09:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8086, loss_cls: 1.7589, loss: 1.7589, grad_norm: 3.8829 2021-06-17 16:09:02,149 - mmaction - INFO - Epoch [18][1740/1879] lr: 2.000e-02, eta: 1 day, 1:08:50, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8320, loss_cls: 1.6571, loss: 1.6571, grad_norm: 3.8160 2021-06-17 16:09:13,283 - mmaction - INFO - Epoch [18][1760/1879] lr: 2.000e-02, eta: 1 day, 1:08:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7319, loss: 1.7319, grad_norm: 3.7667 2021-06-17 16:09:24,412 - mmaction - INFO - Epoch [18][1780/1879] lr: 2.000e-02, eta: 1 day, 1:08:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8238, loss_cls: 1.7050, loss: 1.7050, grad_norm: 3.7664 2021-06-17 16:09:35,569 - mmaction - INFO - Epoch [18][1800/1879] lr: 2.000e-02, eta: 1 day, 1:08:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.8109, loss_cls: 1.7509, loss: 1.7509, grad_norm: 3.7223 2021-06-17 16:09:46,699 - mmaction - INFO - Epoch [18][1820/1879] lr: 2.000e-02, eta: 1 day, 1:07:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7000, loss: 1.7000, grad_norm: 3.7839 2021-06-17 16:09:57,846 - mmaction - INFO - Epoch [18][1840/1879] lr: 2.000e-02, eta: 1 day, 1:07:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8207, loss_cls: 1.7012, loss: 1.7012, grad_norm: 3.8044 2021-06-17 16:10:09,011 - mmaction - INFO - Epoch [18][1860/1879] lr: 2.000e-02, eta: 1 day, 1:07:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.8055, loss_cls: 1.7565, loss: 1.7565, grad_norm: 3.8147 2021-06-17 16:10:21,084 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-06-17 16:11:38,397 - mmaction - INFO - Epoch [19][20/1879] lr: 2.000e-02, eta: 1 day, 1:11:07, time: 3.847, data_time: 3.280, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8496, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.4939 2021-06-17 16:11:49,553 - mmaction - INFO - Epoch [19][40/1879] lr: 2.000e-02, eta: 1 day, 1:10:52, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8227, loss_cls: 1.6274, loss: 1.6274, grad_norm: 3.8218 2021-06-17 16:12:00,672 - mmaction - INFO - Epoch [19][60/1879] lr: 2.000e-02, eta: 1 day, 1:10:38, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8203, loss_cls: 1.6297, loss: 1.6297, grad_norm: 3.7320 2021-06-17 16:12:11,788 - mmaction - INFO - Epoch [19][80/1879] lr: 2.000e-02, eta: 1 day, 1:10:23, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6170, loss: 1.6170, grad_norm: 3.7865 2021-06-17 16:12:22,907 - mmaction - INFO - Epoch [19][100/1879] lr: 2.000e-02, eta: 1 day, 1:10:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8340, loss_cls: 1.5996, loss: 1.5996, grad_norm: 3.7697 2021-06-17 16:12:34,039 - mmaction - INFO - Epoch [19][120/1879] lr: 2.000e-02, eta: 1 day, 1:09:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8184, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.8080 2021-06-17 16:12:45,158 - mmaction - INFO - Epoch [19][140/1879] lr: 2.000e-02, eta: 1 day, 1:09:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8187, loss_cls: 1.6419, loss: 1.6419, grad_norm: 3.7948 2021-06-17 16:12:56,288 - mmaction - INFO - Epoch [19][160/1879] lr: 2.000e-02, eta: 1 day, 1:09:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8285, loss_cls: 1.6352, loss: 1.6352, grad_norm: 3.8325 2021-06-17 16:13:07,428 - mmaction - INFO - Epoch [19][180/1879] lr: 2.000e-02, eta: 1 day, 1:09:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8176, loss_cls: 1.6660, loss: 1.6660, grad_norm: 3.9319 2021-06-17 16:13:18,568 - mmaction - INFO - Epoch [19][200/1879] lr: 2.000e-02, eta: 1 day, 1:08:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8254, loss_cls: 1.6220, loss: 1.6220, grad_norm: 3.6888 2021-06-17 16:13:29,724 - mmaction - INFO - Epoch [19][220/1879] lr: 2.000e-02, eta: 1 day, 1:08:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8324, loss_cls: 1.5975, loss: 1.5975, grad_norm: 3.6994 2021-06-17 16:13:40,861 - mmaction - INFO - Epoch [19][240/1879] lr: 2.000e-02, eta: 1 day, 1:08:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8270, loss_cls: 1.5763, loss: 1.5763, grad_norm: 3.5729 2021-06-17 16:13:52,009 - mmaction - INFO - Epoch [19][260/1879] lr: 2.000e-02, eta: 1 day, 1:08:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8258, loss_cls: 1.6141, loss: 1.6141, grad_norm: 3.7080 2021-06-17 16:14:03,171 - mmaction - INFO - Epoch [19][280/1879] lr: 2.000e-02, eta: 1 day, 1:07:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8180, loss_cls: 1.6644, loss: 1.6644, grad_norm: 3.7800 2021-06-17 16:14:14,309 - mmaction - INFO - Epoch [19][300/1879] lr: 2.000e-02, eta: 1 day, 1:07:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6608, loss: 1.6608, grad_norm: 3.8290 2021-06-17 16:14:25,441 - mmaction - INFO - Epoch [19][320/1879] lr: 2.000e-02, eta: 1 day, 1:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8270, loss_cls: 1.6284, loss: 1.6284, grad_norm: 3.7860 2021-06-17 16:14:36,587 - mmaction - INFO - Epoch [19][340/1879] lr: 2.000e-02, eta: 1 day, 1:07:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8273, loss_cls: 1.6307, loss: 1.6307, grad_norm: 3.8580 2021-06-17 16:14:47,713 - mmaction - INFO - Epoch [19][360/1879] lr: 2.000e-02, eta: 1 day, 1:06:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8254, loss_cls: 1.6271, loss: 1.6271, grad_norm: 3.8116 2021-06-17 16:14:58,840 - mmaction - INFO - Epoch [19][380/1879] lr: 2.000e-02, eta: 1 day, 1:06:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6335, loss: 1.6335, grad_norm: 3.8455 2021-06-17 16:15:10,059 - mmaction - INFO - Epoch [19][400/1879] lr: 2.000e-02, eta: 1 day, 1:06:29, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8246, loss_cls: 1.6563, loss: 1.6563, grad_norm: 3.8243 2021-06-17 16:15:21,200 - mmaction - INFO - Epoch [19][420/1879] lr: 2.000e-02, eta: 1 day, 1:06:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8281, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.9726 2021-06-17 16:15:32,338 - mmaction - INFO - Epoch [19][440/1879] lr: 2.000e-02, eta: 1 day, 1:06:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6767, loss: 1.6767, grad_norm: 3.7578 2021-06-17 16:15:43,493 - mmaction - INFO - Epoch [19][460/1879] lr: 2.000e-02, eta: 1 day, 1:05:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8230, loss_cls: 1.6796, loss: 1.6796, grad_norm: 3.6787 2021-06-17 16:15:54,638 - mmaction - INFO - Epoch [19][480/1879] lr: 2.000e-02, eta: 1 day, 1:05:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8168, loss_cls: 1.6843, loss: 1.6843, grad_norm: 3.8715 2021-06-17 16:16:05,750 - mmaction - INFO - Epoch [19][500/1879] lr: 2.000e-02, eta: 1 day, 1:05:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8168, loss_cls: 1.6790, loss: 1.6790, grad_norm: 3.7637 2021-06-17 16:16:16,894 - mmaction - INFO - Epoch [19][520/1879] lr: 2.000e-02, eta: 1 day, 1:05:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8379, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.7740 2021-06-17 16:16:28,028 - mmaction - INFO - Epoch [19][540/1879] lr: 2.000e-02, eta: 1 day, 1:04:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6251, loss: 1.6251, grad_norm: 3.6993 2021-06-17 16:16:39,185 - mmaction - INFO - Epoch [19][560/1879] lr: 2.000e-02, eta: 1 day, 1:04:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8313, loss_cls: 1.5931, loss: 1.5931, grad_norm: 3.7456 2021-06-17 16:16:50,314 - mmaction - INFO - Epoch [19][580/1879] lr: 2.000e-02, eta: 1 day, 1:04:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8223, loss_cls: 1.6369, loss: 1.6369, grad_norm: 3.8249 2021-06-17 16:17:01,473 - mmaction - INFO - Epoch [19][600/1879] lr: 2.000e-02, eta: 1 day, 1:04:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8184, loss_cls: 1.6789, loss: 1.6789, grad_norm: 3.8908 2021-06-17 16:17:12,647 - mmaction - INFO - Epoch [19][620/1879] lr: 2.000e-02, eta: 1 day, 1:03:50, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6580, loss: 1.6580, grad_norm: 3.8516 2021-06-17 16:17:23,805 - mmaction - INFO - Epoch [19][640/1879] lr: 2.000e-02, eta: 1 day, 1:03:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8234, loss_cls: 1.6582, loss: 1.6582, grad_norm: 3.7747 2021-06-17 16:17:34,962 - mmaction - INFO - Epoch [19][660/1879] lr: 2.000e-02, eta: 1 day, 1:03:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.7871 2021-06-17 16:17:46,110 - mmaction - INFO - Epoch [19][680/1879] lr: 2.000e-02, eta: 1 day, 1:03:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8262, loss_cls: 1.6079, loss: 1.6079, grad_norm: 3.8472 2021-06-17 16:17:57,233 - mmaction - INFO - Epoch [19][700/1879] lr: 2.000e-02, eta: 1 day, 1:02:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8215, loss_cls: 1.6789, loss: 1.6789, grad_norm: 3.9577 2021-06-17 16:18:08,419 - mmaction - INFO - Epoch [19][720/1879] lr: 2.000e-02, eta: 1 day, 1:02:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7399, loss: 1.7399, grad_norm: 3.8183 2021-06-17 16:18:19,512 - mmaction - INFO - Epoch [19][740/1879] lr: 2.000e-02, eta: 1 day, 1:02:23, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8148, loss_cls: 1.6892, loss: 1.6892, grad_norm: 3.8361 2021-06-17 16:18:30,652 - mmaction - INFO - Epoch [19][760/1879] lr: 2.000e-02, eta: 1 day, 1:02:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8246, loss_cls: 1.6675, loss: 1.6675, grad_norm: 3.7515 2021-06-17 16:18:41,780 - mmaction - INFO - Epoch [19][780/1879] lr: 2.000e-02, eta: 1 day, 1:01:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8164, loss_cls: 1.6982, loss: 1.6982, grad_norm: 3.7593 2021-06-17 16:18:52,922 - mmaction - INFO - Epoch [19][800/1879] lr: 2.000e-02, eta: 1 day, 1:01:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8223, loss_cls: 1.6672, loss: 1.6672, grad_norm: 3.8316 2021-06-17 16:19:04,067 - mmaction - INFO - Epoch [19][820/1879] lr: 2.000e-02, eta: 1 day, 1:01:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8234, loss_cls: 1.6516, loss: 1.6516, grad_norm: 3.7737 2021-06-17 16:19:15,198 - mmaction - INFO - Epoch [19][840/1879] lr: 2.000e-02, eta: 1 day, 1:01:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8246, loss_cls: 1.6340, loss: 1.6340, grad_norm: 3.8046 2021-06-17 16:19:26,327 - mmaction - INFO - Epoch [19][860/1879] lr: 2.000e-02, eta: 1 day, 1:00:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8297, loss_cls: 1.6125, loss: 1.6125, grad_norm: 3.7319 2021-06-17 16:19:37,476 - mmaction - INFO - Epoch [19][880/1879] lr: 2.000e-02, eta: 1 day, 1:00:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8117, loss_cls: 1.7115, loss: 1.7115, grad_norm: 3.8914 2021-06-17 16:19:48,625 - mmaction - INFO - Epoch [19][900/1879] lr: 2.000e-02, eta: 1 day, 1:00:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6674, loss: 1.6674, grad_norm: 3.8827 2021-06-17 16:19:59,769 - mmaction - INFO - Epoch [19][920/1879] lr: 2.000e-02, eta: 1 day, 1:00:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8195, loss_cls: 1.6732, loss: 1.6732, grad_norm: 3.8180 2021-06-17 16:20:10,938 - mmaction - INFO - Epoch [19][940/1879] lr: 2.000e-02, eta: 1 day, 0:59:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8328, loss_cls: 1.6403, loss: 1.6403, grad_norm: 3.7898 2021-06-17 16:20:22,073 - mmaction - INFO - Epoch [19][960/1879] lr: 2.000e-02, eta: 1 day, 0:59:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8367, loss_cls: 1.6093, loss: 1.6093, grad_norm: 3.7683 2021-06-17 16:20:33,224 - mmaction - INFO - Epoch [19][980/1879] lr: 2.000e-02, eta: 1 day, 0:59:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8242, loss_cls: 1.6417, loss: 1.6417, grad_norm: 3.7562 2021-06-17 16:20:44,346 - mmaction - INFO - Epoch [19][1000/1879] lr: 2.000e-02, eta: 1 day, 0:59:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8207, loss_cls: 1.6819, loss: 1.6819, grad_norm: 3.8717 2021-06-17 16:20:55,497 - mmaction - INFO - Epoch [19][1020/1879] lr: 2.000e-02, eta: 1 day, 0:59:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8246, loss_cls: 1.6604, loss: 1.6604, grad_norm: 3.7900 2021-06-17 16:21:06,677 - mmaction - INFO - Epoch [19][1040/1879] lr: 2.000e-02, eta: 1 day, 0:58:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8254, loss_cls: 1.6555, loss: 1.6555, grad_norm: 3.7202 2021-06-17 16:21:17,824 - mmaction - INFO - Epoch [19][1060/1879] lr: 2.000e-02, eta: 1 day, 0:58:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8363, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.6980 2021-06-17 16:21:28,976 - mmaction - INFO - Epoch [19][1080/1879] lr: 2.000e-02, eta: 1 day, 0:58:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7025, loss: 1.7025, grad_norm: 3.8092 2021-06-17 16:21:40,130 - mmaction - INFO - Epoch [19][1100/1879] lr: 2.000e-02, eta: 1 day, 0:58:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8336, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.7232 2021-06-17 16:21:51,264 - mmaction - INFO - Epoch [19][1120/1879] lr: 2.000e-02, eta: 1 day, 0:57:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6662, loss: 1.6662, grad_norm: 3.8233 2021-06-17 16:22:02,404 - mmaction - INFO - Epoch [19][1140/1879] lr: 2.000e-02, eta: 1 day, 0:57:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8191, loss_cls: 1.6764, loss: 1.6764, grad_norm: 3.7620 2021-06-17 16:22:13,553 - mmaction - INFO - Epoch [19][1160/1879] lr: 2.000e-02, eta: 1 day, 0:57:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8246, loss_cls: 1.6669, loss: 1.6669, grad_norm: 3.8464 2021-06-17 16:22:24,668 - mmaction - INFO - Epoch [19][1180/1879] lr: 2.000e-02, eta: 1 day, 0:57:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8211, loss_cls: 1.6577, loss: 1.6577, grad_norm: 3.8545 2021-06-17 16:22:35,814 - mmaction - INFO - Epoch [19][1200/1879] lr: 2.000e-02, eta: 1 day, 0:56:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6465, loss: 1.6465, grad_norm: 3.7642 2021-06-17 16:22:46,946 - mmaction - INFO - Epoch [19][1220/1879] lr: 2.000e-02, eta: 1 day, 0:56:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8191, loss_cls: 1.7131, loss: 1.7131, grad_norm: 3.7258 2021-06-17 16:22:58,090 - mmaction - INFO - Epoch [19][1240/1879] lr: 2.000e-02, eta: 1 day, 0:56:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8199, loss_cls: 1.6781, loss: 1.6781, grad_norm: 3.7787 2021-06-17 16:23:09,260 - mmaction - INFO - Epoch [19][1260/1879] lr: 2.000e-02, eta: 1 day, 0:56:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8070, loss_cls: 1.6936, loss: 1.6936, grad_norm: 3.8384 2021-06-17 16:23:20,408 - mmaction - INFO - Epoch [19][1280/1879] lr: 2.000e-02, eta: 1 day, 0:55:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6820, loss: 1.6820, grad_norm: 3.7861 2021-06-17 16:23:31,556 - mmaction - INFO - Epoch [19][1300/1879] lr: 2.000e-02, eta: 1 day, 0:55:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8187, loss_cls: 1.7277, loss: 1.7277, grad_norm: 3.8325 2021-06-17 16:23:42,695 - mmaction - INFO - Epoch [19][1320/1879] lr: 2.000e-02, eta: 1 day, 0:55:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8207, loss_cls: 1.6690, loss: 1.6690, grad_norm: 3.7857 2021-06-17 16:23:53,816 - mmaction - INFO - Epoch [19][1340/1879] lr: 2.000e-02, eta: 1 day, 0:55:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6412, loss: 1.6412, grad_norm: 3.7390 2021-06-17 16:24:04,953 - mmaction - INFO - Epoch [19][1360/1879] lr: 2.000e-02, eta: 1 day, 0:54:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8043, loss_cls: 1.6946, loss: 1.6946, grad_norm: 3.7930 2021-06-17 16:24:16,083 - mmaction - INFO - Epoch [19][1380/1879] lr: 2.000e-02, eta: 1 day, 0:54:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8262, loss_cls: 1.6435, loss: 1.6435, grad_norm: 3.7281 2021-06-17 16:24:27,225 - mmaction - INFO - Epoch [19][1400/1879] lr: 2.000e-02, eta: 1 day, 0:54:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.6697, loss: 1.6697, grad_norm: 3.7761 2021-06-17 16:24:38,352 - mmaction - INFO - Epoch [19][1420/1879] lr: 2.000e-02, eta: 1 day, 0:54:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7765, loss: 1.7765, grad_norm: 3.8150 2021-06-17 16:24:49,501 - mmaction - INFO - Epoch [19][1440/1879] lr: 2.000e-02, eta: 1 day, 0:53:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8266, loss_cls: 1.6411, loss: 1.6411, grad_norm: 3.6936 2021-06-17 16:25:00,661 - mmaction - INFO - Epoch [19][1460/1879] lr: 2.000e-02, eta: 1 day, 0:53:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6970, loss: 1.6970, grad_norm: 3.7435 2021-06-17 16:25:11,812 - mmaction - INFO - Epoch [19][1480/1879] lr: 2.000e-02, eta: 1 day, 0:53:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7023, loss: 1.7023, grad_norm: 3.8030 2021-06-17 16:25:22,954 - mmaction - INFO - Epoch [19][1500/1879] lr: 2.000e-02, eta: 1 day, 0:53:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8160, loss_cls: 1.7230, loss: 1.7230, grad_norm: 3.7957 2021-06-17 16:25:34,089 - mmaction - INFO - Epoch [19][1520/1879] lr: 2.000e-02, eta: 1 day, 0:53:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8223, loss_cls: 1.6626, loss: 1.6626, grad_norm: 3.8048 2021-06-17 16:25:45,241 - mmaction - INFO - Epoch [19][1540/1879] lr: 2.000e-02, eta: 1 day, 0:52:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8203, loss_cls: 1.7018, loss: 1.7018, grad_norm: 3.9188 2021-06-17 16:25:56,392 - mmaction - INFO - Epoch [19][1560/1879] lr: 2.000e-02, eta: 1 day, 0:52:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8168, loss_cls: 1.6718, loss: 1.6718, grad_norm: 3.7546 2021-06-17 16:26:07,538 - mmaction - INFO - Epoch [19][1580/1879] lr: 2.000e-02, eta: 1 day, 0:52:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8102, loss_cls: 1.6903, loss: 1.6903, grad_norm: 3.6875 2021-06-17 16:26:18,672 - mmaction - INFO - Epoch [19][1600/1879] lr: 2.000e-02, eta: 1 day, 0:52:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8324, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.7951 2021-06-17 16:26:29,813 - mmaction - INFO - Epoch [19][1620/1879] lr: 2.000e-02, eta: 1 day, 0:51:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8184, loss_cls: 1.6684, loss: 1.6684, grad_norm: 3.8293 2021-06-17 16:26:41,020 - mmaction - INFO - Epoch [19][1640/1879] lr: 2.000e-02, eta: 1 day, 0:51:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5754, top5_acc: 0.8047, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.8852 2021-06-17 16:26:52,122 - mmaction - INFO - Epoch [19][1660/1879] lr: 2.000e-02, eta: 1 day, 0:51:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8328, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.8256 2021-06-17 16:27:03,243 - mmaction - INFO - Epoch [19][1680/1879] lr: 2.000e-02, eta: 1 day, 0:51:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8125, loss_cls: 1.7215, loss: 1.7215, grad_norm: 3.8214 2021-06-17 16:27:14,387 - mmaction - INFO - Epoch [19][1700/1879] lr: 2.000e-02, eta: 1 day, 0:50:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6921, loss: 1.6921, grad_norm: 3.7325 2021-06-17 16:27:25,518 - mmaction - INFO - Epoch [19][1720/1879] lr: 2.000e-02, eta: 1 day, 0:50:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8184, loss_cls: 1.6708, loss: 1.6708, grad_norm: 3.8253 2021-06-17 16:27:36,659 - mmaction - INFO - Epoch [19][1740/1879] lr: 2.000e-02, eta: 1 day, 0:50:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5785, top5_acc: 0.8117, loss_cls: 1.7277, loss: 1.7277, grad_norm: 3.7739 2021-06-17 16:27:47,810 - mmaction - INFO - Epoch [19][1760/1879] lr: 2.000e-02, eta: 1 day, 0:50:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8242, loss_cls: 1.6383, loss: 1.6383, grad_norm: 3.6975 2021-06-17 16:27:58,957 - mmaction - INFO - Epoch [19][1780/1879] lr: 2.000e-02, eta: 1 day, 0:49:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8246, loss_cls: 1.6855, loss: 1.6855, grad_norm: 3.8316 2021-06-17 16:28:10,108 - mmaction - INFO - Epoch [19][1800/1879] lr: 2.000e-02, eta: 1 day, 0:49:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8309, loss_cls: 1.6187, loss: 1.6187, grad_norm: 3.8032 2021-06-17 16:28:21,228 - mmaction - INFO - Epoch [19][1820/1879] lr: 2.000e-02, eta: 1 day, 0:49:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8207, loss_cls: 1.6744, loss: 1.6744, grad_norm: 3.8615 2021-06-17 16:28:32,370 - mmaction - INFO - Epoch [19][1840/1879] lr: 2.000e-02, eta: 1 day, 0:49:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8340, loss_cls: 1.6372, loss: 1.6372, grad_norm: 3.8275 2021-06-17 16:28:43,503 - mmaction - INFO - Epoch [19][1860/1879] lr: 2.000e-02, eta: 1 day, 0:48:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8168, loss_cls: 1.7170, loss: 1.7170, grad_norm: 3.9449 2021-06-17 16:28:55,546 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-06-17 16:30:11,664 - mmaction - INFO - Epoch [20][20/1879] lr: 2.000e-02, eta: 1 day, 0:52:19, time: 3.778, data_time: 3.224, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8344, loss_cls: 1.6225, loss: 1.6225, grad_norm: 3.8149 2021-06-17 16:30:22,797 - mmaction - INFO - Epoch [20][40/1879] lr: 2.000e-02, eta: 1 day, 0:52:04, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8285, loss_cls: 1.6110, loss: 1.6110, grad_norm: 3.7812 2021-06-17 16:30:33,902 - mmaction - INFO - Epoch [20][60/1879] lr: 2.000e-02, eta: 1 day, 0:51:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8355, loss_cls: 1.6050, loss: 1.6050, grad_norm: 3.7794 2021-06-17 16:30:45,045 - mmaction - INFO - Epoch [20][80/1879] lr: 2.000e-02, eta: 1 day, 0:51:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8172, loss_cls: 1.7115, loss: 1.7115, grad_norm: 3.8378 2021-06-17 16:30:56,117 - mmaction - INFO - Epoch [20][100/1879] lr: 2.000e-02, eta: 1 day, 0:51:21, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8469, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.6876 2021-06-17 16:31:07,243 - mmaction - INFO - Epoch [20][120/1879] lr: 2.000e-02, eta: 1 day, 0:51:06, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8266, loss_cls: 1.6460, loss: 1.6460, grad_norm: 3.8267 2021-06-17 16:31:18,379 - mmaction - INFO - Epoch [20][140/1879] lr: 2.000e-02, eta: 1 day, 0:50:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8309, loss_cls: 1.6421, loss: 1.6421, grad_norm: 3.8712 2021-06-17 16:31:29,495 - mmaction - INFO - Epoch [20][160/1879] lr: 2.000e-02, eta: 1 day, 0:50:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8152, loss_cls: 1.6409, loss: 1.6409, grad_norm: 3.8141 2021-06-17 16:31:40,623 - mmaction - INFO - Epoch [20][180/1879] lr: 2.000e-02, eta: 1 day, 0:50:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5767, loss: 1.5767, grad_norm: 3.7631 2021-06-17 16:31:51,761 - mmaction - INFO - Epoch [20][200/1879] lr: 2.000e-02, eta: 1 day, 0:50:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8309, loss_cls: 1.5858, loss: 1.5858, grad_norm: 3.7955 2021-06-17 16:32:02,895 - mmaction - INFO - Epoch [20][220/1879] lr: 2.000e-02, eta: 1 day, 0:49:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8301, loss_cls: 1.6265, loss: 1.6265, grad_norm: 3.7228 2021-06-17 16:32:14,129 - mmaction - INFO - Epoch [20][240/1879] lr: 2.000e-02, eta: 1 day, 0:49:40, time: 0.561, data_time: 0.006, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8324, loss_cls: 1.6157, loss: 1.6157, grad_norm: 3.8258 2021-06-17 16:32:25,242 - mmaction - INFO - Epoch [20][260/1879] lr: 2.000e-02, eta: 1 day, 0:49:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8344, loss_cls: 1.6517, loss: 1.6517, grad_norm: 3.8815 2021-06-17 16:32:36,359 - mmaction - INFO - Epoch [20][280/1879] lr: 2.000e-02, eta: 1 day, 0:49:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8270, loss_cls: 1.6216, loss: 1.6216, grad_norm: 3.7241 2021-06-17 16:32:47,534 - mmaction - INFO - Epoch [20][300/1879] lr: 2.000e-02, eta: 1 day, 0:48:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8098, loss_cls: 1.7040, loss: 1.7040, grad_norm: 3.7481 2021-06-17 16:32:58,605 - mmaction - INFO - Epoch [20][320/1879] lr: 2.000e-02, eta: 1 day, 0:48:42, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6277, loss: 1.6277, grad_norm: 3.7753 2021-06-17 16:33:09,777 - mmaction - INFO - Epoch [20][340/1879] lr: 2.000e-02, eta: 1 day, 0:48:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.6583, loss: 1.6583, grad_norm: 3.8351 2021-06-17 16:33:20,866 - mmaction - INFO - Epoch [20][360/1879] lr: 2.000e-02, eta: 1 day, 0:48:13, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8223, loss_cls: 1.6494, loss: 1.6494, grad_norm: 3.7844 2021-06-17 16:33:32,007 - mmaction - INFO - Epoch [20][380/1879] lr: 2.000e-02, eta: 1 day, 0:47:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8172, loss_cls: 1.6887, loss: 1.6887, grad_norm: 3.8868 2021-06-17 16:33:43,161 - mmaction - INFO - Epoch [20][400/1879] lr: 2.000e-02, eta: 1 day, 0:47:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8219, loss_cls: 1.7050, loss: 1.7050, grad_norm: 3.9070 2021-06-17 16:33:54,304 - mmaction - INFO - Epoch [20][420/1879] lr: 2.000e-02, eta: 1 day, 0:47:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8434, loss_cls: 1.5795, loss: 1.5795, grad_norm: 3.7863 2021-06-17 16:34:05,436 - mmaction - INFO - Epoch [20][440/1879] lr: 2.000e-02, eta: 1 day, 0:47:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8184, loss_cls: 1.6522, loss: 1.6522, grad_norm: 3.7535 2021-06-17 16:34:16,585 - mmaction - INFO - Epoch [20][460/1879] lr: 2.000e-02, eta: 1 day, 0:47:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8301, loss_cls: 1.6293, loss: 1.6293, grad_norm: 3.7485 2021-06-17 16:34:27,727 - mmaction - INFO - Epoch [20][480/1879] lr: 2.000e-02, eta: 1 day, 0:46:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8191, loss_cls: 1.6445, loss: 1.6445, grad_norm: 3.7275 2021-06-17 16:34:38,873 - mmaction - INFO - Epoch [20][500/1879] lr: 2.000e-02, eta: 1 day, 0:46:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5997, loss: 1.5997, grad_norm: 3.7655 2021-06-17 16:34:50,012 - mmaction - INFO - Epoch [20][520/1879] lr: 2.000e-02, eta: 1 day, 0:46:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8168, loss_cls: 1.6631, loss: 1.6631, grad_norm: 3.7806 2021-06-17 16:35:01,193 - mmaction - INFO - Epoch [20][540/1879] lr: 2.000e-02, eta: 1 day, 0:46:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6426, loss: 1.6426, grad_norm: 3.7931 2021-06-17 16:35:12,319 - mmaction - INFO - Epoch [20][560/1879] lr: 2.000e-02, eta: 1 day, 0:45:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8297, loss_cls: 1.5887, loss: 1.5887, grad_norm: 3.7367 2021-06-17 16:35:23,455 - mmaction - INFO - Epoch [20][580/1879] lr: 2.000e-02, eta: 1 day, 0:45:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8313, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.8617 2021-06-17 16:35:34,602 - mmaction - INFO - Epoch [20][600/1879] lr: 2.000e-02, eta: 1 day, 0:45:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8215, loss_cls: 1.6548, loss: 1.6548, grad_norm: 3.7860 2021-06-17 16:35:45,743 - mmaction - INFO - Epoch [20][620/1879] lr: 2.000e-02, eta: 1 day, 0:45:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8305, loss_cls: 1.6167, loss: 1.6167, grad_norm: 3.7133 2021-06-17 16:35:56,883 - mmaction - INFO - Epoch [20][640/1879] lr: 2.000e-02, eta: 1 day, 0:44:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8305, loss_cls: 1.6433, loss: 1.6433, grad_norm: 3.8218 2021-06-17 16:36:08,029 - mmaction - INFO - Epoch [20][660/1879] lr: 2.000e-02, eta: 1 day, 0:44:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8223, loss_cls: 1.6457, loss: 1.6457, grad_norm: 3.7886 2021-06-17 16:36:19,179 - mmaction - INFO - Epoch [20][680/1879] lr: 2.000e-02, eta: 1 day, 0:44:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5723, top5_acc: 0.8070, loss_cls: 1.7466, loss: 1.7466, grad_norm: 3.9237 2021-06-17 16:36:30,339 - mmaction - INFO - Epoch [20][700/1879] lr: 2.000e-02, eta: 1 day, 0:44:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8191, loss_cls: 1.6584, loss: 1.6584, grad_norm: 3.7690 2021-06-17 16:36:41,488 - mmaction - INFO - Epoch [20][720/1879] lr: 2.000e-02, eta: 1 day, 0:43:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8340, loss_cls: 1.6002, loss: 1.6002, grad_norm: 3.6859 2021-06-17 16:36:52,632 - mmaction - INFO - Epoch [20][740/1879] lr: 2.000e-02, eta: 1 day, 0:43:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8230, loss_cls: 1.6341, loss: 1.6341, grad_norm: 3.8584 2021-06-17 16:37:03,752 - mmaction - INFO - Epoch [20][760/1879] lr: 2.000e-02, eta: 1 day, 0:43:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8301, loss_cls: 1.5944, loss: 1.5944, grad_norm: 3.7308 2021-06-17 16:37:14,882 - mmaction - INFO - Epoch [20][780/1879] lr: 2.000e-02, eta: 1 day, 0:43:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8211, loss_cls: 1.6227, loss: 1.6227, grad_norm: 3.7905 2021-06-17 16:37:26,003 - mmaction - INFO - Epoch [20][800/1879] lr: 2.000e-02, eta: 1 day, 0:42:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8215, loss_cls: 1.6424, loss: 1.6424, grad_norm: 3.7194 2021-06-17 16:37:37,141 - mmaction - INFO - Epoch [20][820/1879] lr: 2.000e-02, eta: 1 day, 0:42:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8297, loss_cls: 1.5956, loss: 1.5956, grad_norm: 3.7758 2021-06-17 16:37:48,287 - mmaction - INFO - Epoch [20][840/1879] lr: 2.000e-02, eta: 1 day, 0:42:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8395, loss_cls: 1.5678, loss: 1.5678, grad_norm: 3.7832 2021-06-17 16:37:59,430 - mmaction - INFO - Epoch [20][860/1879] lr: 2.000e-02, eta: 1 day, 0:42:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8285, loss_cls: 1.6558, loss: 1.6558, grad_norm: 3.8453 2021-06-17 16:38:10,580 - mmaction - INFO - Epoch [20][880/1879] lr: 2.000e-02, eta: 1 day, 0:42:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8086, loss_cls: 1.7749, loss: 1.7749, grad_norm: 3.8657 2021-06-17 16:38:21,723 - mmaction - INFO - Epoch [20][900/1879] lr: 2.000e-02, eta: 1 day, 0:41:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8266, loss_cls: 1.6547, loss: 1.6547, grad_norm: 3.7680 2021-06-17 16:38:32,881 - mmaction - INFO - Epoch [20][920/1879] lr: 2.000e-02, eta: 1 day, 0:41:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6351, loss: 1.6351, grad_norm: 3.8254 2021-06-17 16:38:44,033 - mmaction - INFO - Epoch [20][940/1879] lr: 2.000e-02, eta: 1 day, 0:41:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8281, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.7583 2021-06-17 16:38:55,177 - mmaction - INFO - Epoch [20][960/1879] lr: 2.000e-02, eta: 1 day, 0:41:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8180, loss_cls: 1.6862, loss: 1.6862, grad_norm: 3.7586 2021-06-17 16:39:06,312 - mmaction - INFO - Epoch [20][980/1879] lr: 2.000e-02, eta: 1 day, 0:40:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8316, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.6962 2021-06-17 16:39:17,477 - mmaction - INFO - Epoch [20][1000/1879] lr: 2.000e-02, eta: 1 day, 0:40:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8367, loss_cls: 1.5811, loss: 1.5811, grad_norm: 3.8814 2021-06-17 16:39:28,629 - mmaction - INFO - Epoch [20][1020/1879] lr: 2.000e-02, eta: 1 day, 0:40:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8297, loss_cls: 1.6606, loss: 1.6606, grad_norm: 3.8447 2021-06-17 16:39:39,787 - mmaction - INFO - Epoch [20][1040/1879] lr: 2.000e-02, eta: 1 day, 0:40:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8297, loss_cls: 1.6396, loss: 1.6396, grad_norm: 3.9048 2021-06-17 16:39:50,931 - mmaction - INFO - Epoch [20][1060/1879] lr: 2.000e-02, eta: 1 day, 0:39:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5709, loss: 1.5709, grad_norm: 3.7290 2021-06-17 16:40:02,093 - mmaction - INFO - Epoch [20][1080/1879] lr: 2.000e-02, eta: 1 day, 0:39:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8277, loss_cls: 1.6069, loss: 1.6069, grad_norm: 3.7424 2021-06-17 16:40:13,259 - mmaction - INFO - Epoch [20][1100/1879] lr: 2.000e-02, eta: 1 day, 0:39:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8285, loss_cls: 1.6461, loss: 1.6461, grad_norm: 3.8372 2021-06-17 16:40:24,401 - mmaction - INFO - Epoch [20][1120/1879] lr: 2.000e-02, eta: 1 day, 0:39:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8152, loss_cls: 1.6786, loss: 1.6786, grad_norm: 3.8694 2021-06-17 16:40:35,563 - mmaction - INFO - Epoch [20][1140/1879] lr: 2.000e-02, eta: 1 day, 0:38:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7063, loss: 1.7063, grad_norm: 3.9444 2021-06-17 16:40:46,690 - mmaction - INFO - Epoch [20][1160/1879] lr: 2.000e-02, eta: 1 day, 0:38:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6102, loss: 1.6102, grad_norm: 3.7516 2021-06-17 16:40:57,846 - mmaction - INFO - Epoch [20][1180/1879] lr: 2.000e-02, eta: 1 day, 0:38:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8355, loss_cls: 1.5618, loss: 1.5618, grad_norm: 3.6674 2021-06-17 16:41:08,986 - mmaction - INFO - Epoch [20][1200/1879] lr: 2.000e-02, eta: 1 day, 0:38:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8363, loss_cls: 1.5757, loss: 1.5757, grad_norm: 3.7284 2021-06-17 16:41:20,116 - mmaction - INFO - Epoch [20][1220/1879] lr: 2.000e-02, eta: 1 day, 0:37:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8332, loss_cls: 1.6370, loss: 1.6370, grad_norm: 3.7879 2021-06-17 16:41:31,262 - mmaction - INFO - Epoch [20][1240/1879] lr: 2.000e-02, eta: 1 day, 0:37:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8160, loss_cls: 1.6938, loss: 1.6938, grad_norm: 3.7972 2021-06-17 16:41:42,409 - mmaction - INFO - Epoch [20][1260/1879] lr: 2.000e-02, eta: 1 day, 0:37:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8359, loss_cls: 1.6355, loss: 1.6355, grad_norm: 3.7793 2021-06-17 16:41:53,561 - mmaction - INFO - Epoch [20][1280/1879] lr: 2.000e-02, eta: 1 day, 0:37:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8199, loss_cls: 1.6711, loss: 1.6711, grad_norm: 3.9204 2021-06-17 16:42:04,703 - mmaction - INFO - Epoch [20][1300/1879] lr: 2.000e-02, eta: 1 day, 0:37:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8168, loss_cls: 1.6990, loss: 1.6990, grad_norm: 3.8588 2021-06-17 16:42:15,833 - mmaction - INFO - Epoch [20][1320/1879] lr: 2.000e-02, eta: 1 day, 0:36:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8328, loss_cls: 1.6248, loss: 1.6248, grad_norm: 3.7346 2021-06-17 16:42:26,961 - mmaction - INFO - Epoch [20][1340/1879] lr: 2.000e-02, eta: 1 day, 0:36:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5738, top5_acc: 0.8227, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.8217 2021-06-17 16:42:38,094 - mmaction - INFO - Epoch [20][1360/1879] lr: 2.000e-02, eta: 1 day, 0:36:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8246, loss_cls: 1.6562, loss: 1.6562, grad_norm: 3.8378 2021-06-17 16:42:49,233 - mmaction - INFO - Epoch [20][1380/1879] lr: 2.000e-02, eta: 1 day, 0:36:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8176, loss_cls: 1.7201, loss: 1.7201, grad_norm: 3.7805 2021-06-17 16:43:00,382 - mmaction - INFO - Epoch [20][1400/1879] lr: 2.000e-02, eta: 1 day, 0:35:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5793, top5_acc: 0.8180, loss_cls: 1.7231, loss: 1.7231, grad_norm: 3.7935 2021-06-17 16:43:11,523 - mmaction - INFO - Epoch [20][1420/1879] lr: 2.000e-02, eta: 1 day, 0:35:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8363, loss_cls: 1.5959, loss: 1.5959, grad_norm: 3.7144 2021-06-17 16:43:22,678 - mmaction - INFO - Epoch [20][1440/1879] lr: 2.000e-02, eta: 1 day, 0:35:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6913, loss: 1.6913, grad_norm: 3.8638 2021-06-17 16:43:33,774 - mmaction - INFO - Epoch [20][1460/1879] lr: 2.000e-02, eta: 1 day, 0:35:08, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8359, loss_cls: 1.5988, loss: 1.5988, grad_norm: 3.7554 2021-06-17 16:43:44,920 - mmaction - INFO - Epoch [20][1480/1879] lr: 2.000e-02, eta: 1 day, 0:34:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5863, top5_acc: 0.8215, loss_cls: 1.6735, loss: 1.6735, grad_norm: 3.9235 2021-06-17 16:43:56,062 - mmaction - INFO - Epoch [20][1500/1879] lr: 2.000e-02, eta: 1 day, 0:34:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.7159 2021-06-17 16:44:07,206 - mmaction - INFO - Epoch [20][1520/1879] lr: 2.000e-02, eta: 1 day, 0:34:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8113, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.8427 2021-06-17 16:44:18,348 - mmaction - INFO - Epoch [20][1540/1879] lr: 2.000e-02, eta: 1 day, 0:34:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8121, loss_cls: 1.6940, loss: 1.6940, grad_norm: 3.8613 2021-06-17 16:44:29,506 - mmaction - INFO - Epoch [20][1560/1879] lr: 2.000e-02, eta: 1 day, 0:33:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8281, loss_cls: 1.6668, loss: 1.6668, grad_norm: 3.8013 2021-06-17 16:44:40,656 - mmaction - INFO - Epoch [20][1580/1879] lr: 2.000e-02, eta: 1 day, 0:33:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8375, loss_cls: 1.6078, loss: 1.6078, grad_norm: 3.7093 2021-06-17 16:44:51,804 - mmaction - INFO - Epoch [20][1600/1879] lr: 2.000e-02, eta: 1 day, 0:33:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8266, loss_cls: 1.6408, loss: 1.6408, grad_norm: 3.8357 2021-06-17 16:45:02,989 - mmaction - INFO - Epoch [20][1620/1879] lr: 2.000e-02, eta: 1 day, 0:33:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8219, loss_cls: 1.6514, loss: 1.6514, grad_norm: 3.8482 2021-06-17 16:45:14,096 - mmaction - INFO - Epoch [20][1640/1879] lr: 2.000e-02, eta: 1 day, 0:33:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8215, loss_cls: 1.6740, loss: 1.6740, grad_norm: 3.8200 2021-06-17 16:45:25,250 - mmaction - INFO - Epoch [20][1660/1879] lr: 2.000e-02, eta: 1 day, 0:32:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.6006, loss: 1.6006, grad_norm: 3.7195 2021-06-17 16:45:36,398 - mmaction - INFO - Epoch [20][1680/1879] lr: 2.000e-02, eta: 1 day, 0:32:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7069, loss: 1.7069, grad_norm: 3.7347 2021-06-17 16:45:47,587 - mmaction - INFO - Epoch [20][1700/1879] lr: 2.000e-02, eta: 1 day, 0:32:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8238, loss_cls: 1.6547, loss: 1.6547, grad_norm: 3.7528 2021-06-17 16:45:58,761 - mmaction - INFO - Epoch [20][1720/1879] lr: 2.000e-02, eta: 1 day, 0:32:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8250, loss_cls: 1.6540, loss: 1.6540, grad_norm: 3.7974 2021-06-17 16:46:09,860 - mmaction - INFO - Epoch [20][1740/1879] lr: 2.000e-02, eta: 1 day, 0:31:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8262, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.6879 2021-06-17 16:46:21,010 - mmaction - INFO - Epoch [20][1760/1879] lr: 2.000e-02, eta: 1 day, 0:31:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8238, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.7761 2021-06-17 16:46:32,139 - mmaction - INFO - Epoch [20][1780/1879] lr: 2.000e-02, eta: 1 day, 0:31:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8199, loss_cls: 1.6934, loss: 1.6934, grad_norm: 3.8226 2021-06-17 16:46:43,270 - mmaction - INFO - Epoch [20][1800/1879] lr: 2.000e-02, eta: 1 day, 0:31:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8176, loss_cls: 1.6787, loss: 1.6787, grad_norm: 3.7948 2021-06-17 16:46:54,419 - mmaction - INFO - Epoch [20][1820/1879] lr: 2.000e-02, eta: 1 day, 0:30:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8215, loss_cls: 1.6862, loss: 1.6862, grad_norm: 3.8045 2021-06-17 16:47:05,543 - mmaction - INFO - Epoch [20][1840/1879] lr: 2.000e-02, eta: 1 day, 0:30:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8141, loss_cls: 1.7198, loss: 1.7198, grad_norm: 3.8737 2021-06-17 16:47:16,686 - mmaction - INFO - Epoch [20][1860/1879] lr: 2.000e-02, eta: 1 day, 0:30:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6684, loss: 1.6684, grad_norm: 3.6728 2021-06-17 16:47:28,243 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-06-17 16:48:44,084 - mmaction - INFO - Epoch [21][20/1879] lr: 2.000e-02, eta: 1 day, 0:33:32, time: 3.763, data_time: 3.210, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8438, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.6771 2021-06-17 16:48:55,210 - mmaction - INFO - Epoch [21][40/1879] lr: 2.000e-02, eta: 1 day, 0:33:18, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8266, loss_cls: 1.6479, loss: 1.6479, grad_norm: 3.8269 2021-06-17 16:49:06,323 - mmaction - INFO - Epoch [21][60/1879] lr: 2.000e-02, eta: 1 day, 0:33:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8238, loss_cls: 1.6240, loss: 1.6240, grad_norm: 3.7748 2021-06-17 16:49:17,465 - mmaction - INFO - Epoch [21][80/1879] lr: 2.000e-02, eta: 1 day, 0:32:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8281, loss_cls: 1.6327, loss: 1.6327, grad_norm: 3.9381 2021-06-17 16:49:28,564 - mmaction - INFO - Epoch [21][100/1879] lr: 2.000e-02, eta: 1 day, 0:32:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5920, loss: 1.5920, grad_norm: 3.7677 2021-06-17 16:49:39,710 - mmaction - INFO - Epoch [21][120/1879] lr: 2.000e-02, eta: 1 day, 0:32:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8313, loss_cls: 1.6119, loss: 1.6119, grad_norm: 3.6811 2021-06-17 16:49:50,846 - mmaction - INFO - Epoch [21][140/1879] lr: 2.000e-02, eta: 1 day, 0:32:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8313, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.8056 2021-06-17 16:50:02,012 - mmaction - INFO - Epoch [21][160/1879] lr: 2.000e-02, eta: 1 day, 0:31:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8434, loss_cls: 1.5350, loss: 1.5350, grad_norm: 3.7658 2021-06-17 16:50:13,274 - mmaction - INFO - Epoch [21][180/1879] lr: 2.000e-02, eta: 1 day, 0:31:38, time: 0.564, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8277, loss_cls: 1.5765, loss: 1.5765, grad_norm: 3.7035 2021-06-17 16:50:24,410 - mmaction - INFO - Epoch [21][200/1879] lr: 2.000e-02, eta: 1 day, 0:31:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8426, loss_cls: 1.5569, loss: 1.5569, grad_norm: 3.8026 2021-06-17 16:50:35,558 - mmaction - INFO - Epoch [21][220/1879] lr: 2.000e-02, eta: 1 day, 0:31:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6218, loss: 1.6218, grad_norm: 3.8471 2021-06-17 16:50:46,664 - mmaction - INFO - Epoch [21][240/1879] lr: 2.000e-02, eta: 1 day, 0:30:56, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8238, loss_cls: 1.6649, loss: 1.6649, grad_norm: 3.8891 2021-06-17 16:50:57,786 - mmaction - INFO - Epoch [21][260/1879] lr: 2.000e-02, eta: 1 day, 0:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8301, loss_cls: 1.6517, loss: 1.6517, grad_norm: 3.8133 2021-06-17 16:51:08,922 - mmaction - INFO - Epoch [21][280/1879] lr: 2.000e-02, eta: 1 day, 0:30:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8387, loss_cls: 1.5810, loss: 1.5810, grad_norm: 3.6310 2021-06-17 16:51:20,063 - mmaction - INFO - Epoch [21][300/1879] lr: 2.000e-02, eta: 1 day, 0:30:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8387, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.7184 2021-06-17 16:51:31,208 - mmaction - INFO - Epoch [21][320/1879] lr: 2.000e-02, eta: 1 day, 0:29:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.6021, loss: 1.6021, grad_norm: 3.7562 2021-06-17 16:51:42,326 - mmaction - INFO - Epoch [21][340/1879] lr: 2.000e-02, eta: 1 day, 0:29:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8469, loss_cls: 1.5387, loss: 1.5387, grad_norm: 3.6839 2021-06-17 16:51:53,467 - mmaction - INFO - Epoch [21][360/1879] lr: 2.000e-02, eta: 1 day, 0:29:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8172, loss_cls: 1.6952, loss: 1.6952, grad_norm: 3.8211 2021-06-17 16:52:04,584 - mmaction - INFO - Epoch [21][380/1879] lr: 2.000e-02, eta: 1 day, 0:29:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8324, loss_cls: 1.5682, loss: 1.5682, grad_norm: 3.6992 2021-06-17 16:52:15,749 - mmaction - INFO - Epoch [21][400/1879] lr: 2.000e-02, eta: 1 day, 0:29:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8266, loss_cls: 1.6321, loss: 1.6321, grad_norm: 3.8353 2021-06-17 16:52:26,965 - mmaction - INFO - Epoch [21][420/1879] lr: 2.000e-02, eta: 1 day, 0:28:48, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8160, loss_cls: 1.6925, loss: 1.6925, grad_norm: 3.8633 2021-06-17 16:52:38,080 - mmaction - INFO - Epoch [21][440/1879] lr: 2.000e-02, eta: 1 day, 0:28:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8340, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.7926 2021-06-17 16:52:49,241 - mmaction - INFO - Epoch [21][460/1879] lr: 2.000e-02, eta: 1 day, 0:28:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8168, loss_cls: 1.6555, loss: 1.6555, grad_norm: 3.8121 2021-06-17 16:53:00,379 - mmaction - INFO - Epoch [21][480/1879] lr: 2.000e-02, eta: 1 day, 0:28:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8234, loss_cls: 1.6295, loss: 1.6295, grad_norm: 3.7529 2021-06-17 16:53:11,522 - mmaction - INFO - Epoch [21][500/1879] lr: 2.000e-02, eta: 1 day, 0:27:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8160, loss_cls: 1.6527, loss: 1.6527, grad_norm: 3.8833 2021-06-17 16:53:22,682 - mmaction - INFO - Epoch [21][520/1879] lr: 2.000e-02, eta: 1 day, 0:27:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8305, loss_cls: 1.6371, loss: 1.6371, grad_norm: 3.8976 2021-06-17 16:53:33,816 - mmaction - INFO - Epoch [21][540/1879] lr: 2.000e-02, eta: 1 day, 0:27:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8379, loss_cls: 1.5902, loss: 1.5902, grad_norm: 3.7544 2021-06-17 16:53:44,989 - mmaction - INFO - Epoch [21][560/1879] lr: 2.000e-02, eta: 1 day, 0:27:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8367, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.7538 2021-06-17 16:53:56,141 - mmaction - INFO - Epoch [21][580/1879] lr: 2.000e-02, eta: 1 day, 0:26:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8324, loss_cls: 1.5954, loss: 1.5954, grad_norm: 3.8698 2021-06-17 16:54:07,337 - mmaction - INFO - Epoch [21][600/1879] lr: 2.000e-02, eta: 1 day, 0:26:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8191, loss_cls: 1.6596, loss: 1.6596, grad_norm: 3.8499 2021-06-17 16:54:18,494 - mmaction - INFO - Epoch [21][620/1879] lr: 2.000e-02, eta: 1 day, 0:26:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8297, loss_cls: 1.6318, loss: 1.6318, grad_norm: 3.7519 2021-06-17 16:54:29,628 - mmaction - INFO - Epoch [21][640/1879] lr: 2.000e-02, eta: 1 day, 0:26:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6383, loss: 1.6383, grad_norm: 3.8213 2021-06-17 16:54:40,790 - mmaction - INFO - Epoch [21][660/1879] lr: 2.000e-02, eta: 1 day, 0:25:58, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5730, top5_acc: 0.8098, loss_cls: 1.7334, loss: 1.7334, grad_norm: 3.8848 2021-06-17 16:54:51,949 - mmaction - INFO - Epoch [21][680/1879] lr: 2.000e-02, eta: 1 day, 0:25:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6300, loss: 1.6300, grad_norm: 3.7293 2021-06-17 16:55:03,135 - mmaction - INFO - Epoch [21][700/1879] lr: 2.000e-02, eta: 1 day, 0:25:30, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8305, loss_cls: 1.6398, loss: 1.6398, grad_norm: 3.8278 2021-06-17 16:55:14,266 - mmaction - INFO - Epoch [21][720/1879] lr: 2.000e-02, eta: 1 day, 0:25:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8344, loss_cls: 1.5845, loss: 1.5845, grad_norm: 3.8813 2021-06-17 16:55:25,413 - mmaction - INFO - Epoch [21][740/1879] lr: 2.000e-02, eta: 1 day, 0:25:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8211, loss_cls: 1.6704, loss: 1.6704, grad_norm: 3.8692 2021-06-17 16:55:36,559 - mmaction - INFO - Epoch [21][760/1879] lr: 2.000e-02, eta: 1 day, 0:24:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6520, loss: 1.6520, grad_norm: 3.8292 2021-06-17 16:55:47,695 - mmaction - INFO - Epoch [21][780/1879] lr: 2.000e-02, eta: 1 day, 0:24:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8363, loss_cls: 1.5999, loss: 1.5999, grad_norm: 3.8243 2021-06-17 16:55:58,856 - mmaction - INFO - Epoch [21][800/1879] lr: 2.000e-02, eta: 1 day, 0:24:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6759, loss: 1.6759, grad_norm: 3.8683 2021-06-17 16:56:09,996 - mmaction - INFO - Epoch [21][820/1879] lr: 2.000e-02, eta: 1 day, 0:24:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8254, loss_cls: 1.6341, loss: 1.6341, grad_norm: 3.8174 2021-06-17 16:56:21,175 - mmaction - INFO - Epoch [21][840/1879] lr: 2.000e-02, eta: 1 day, 0:23:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8328, loss_cls: 1.5580, loss: 1.5580, grad_norm: 3.7499 2021-06-17 16:56:32,315 - mmaction - INFO - Epoch [21][860/1879] lr: 2.000e-02, eta: 1 day, 0:23:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8176, loss_cls: 1.6244, loss: 1.6244, grad_norm: 3.7597 2021-06-17 16:56:43,478 - mmaction - INFO - Epoch [21][880/1879] lr: 2.000e-02, eta: 1 day, 0:23:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8293, loss_cls: 1.6593, loss: 1.6593, grad_norm: 3.8338 2021-06-17 16:56:54,624 - mmaction - INFO - Epoch [21][900/1879] lr: 2.000e-02, eta: 1 day, 0:23:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8121, loss_cls: 1.6947, loss: 1.6947, grad_norm: 3.8148 2021-06-17 16:57:05,786 - mmaction - INFO - Epoch [21][920/1879] lr: 2.000e-02, eta: 1 day, 0:22:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.6085, loss: 1.6085, grad_norm: 3.8034 2021-06-17 16:57:16,905 - mmaction - INFO - Epoch [21][940/1879] lr: 2.000e-02, eta: 1 day, 0:22:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8176, loss_cls: 1.6575, loss: 1.6575, grad_norm: 3.8001 2021-06-17 16:57:28,049 - mmaction - INFO - Epoch [21][960/1879] lr: 2.000e-02, eta: 1 day, 0:22:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.8969 2021-06-17 16:57:39,192 - mmaction - INFO - Epoch [21][980/1879] lr: 2.000e-02, eta: 1 day, 0:22:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8184, loss_cls: 1.6592, loss: 1.6592, grad_norm: 3.8263 2021-06-17 16:57:50,330 - mmaction - INFO - Epoch [21][1000/1879] lr: 2.000e-02, eta: 1 day, 0:21:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8227, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.9373 2021-06-17 16:58:01,501 - mmaction - INFO - Epoch [21][1020/1879] lr: 2.000e-02, eta: 1 day, 0:21:45, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8273, loss_cls: 1.6350, loss: 1.6350, grad_norm: 3.8926 2021-06-17 16:58:12,645 - mmaction - INFO - Epoch [21][1040/1879] lr: 2.000e-02, eta: 1 day, 0:21:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8207, loss_cls: 1.6660, loss: 1.6660, grad_norm: 3.7120 2021-06-17 16:58:23,786 - mmaction - INFO - Epoch [21][1060/1879] lr: 2.000e-02, eta: 1 day, 0:21:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8293, loss_cls: 1.6289, loss: 1.6289, grad_norm: 3.7762 2021-06-17 16:58:34,916 - mmaction - INFO - Epoch [21][1080/1879] lr: 2.000e-02, eta: 1 day, 0:21:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8340, loss_cls: 1.6059, loss: 1.6059, grad_norm: 3.7983 2021-06-17 16:58:46,069 - mmaction - INFO - Epoch [21][1100/1879] lr: 2.000e-02, eta: 1 day, 0:20:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8273, loss_cls: 1.5947, loss: 1.5947, grad_norm: 3.7601 2021-06-17 16:58:57,228 - mmaction - INFO - Epoch [21][1120/1879] lr: 2.000e-02, eta: 1 day, 0:20:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8332, loss_cls: 1.6026, loss: 1.6026, grad_norm: 3.7527 2021-06-17 16:59:08,367 - mmaction - INFO - Epoch [21][1140/1879] lr: 2.000e-02, eta: 1 day, 0:20:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8219, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.8824 2021-06-17 16:59:19,502 - mmaction - INFO - Epoch [21][1160/1879] lr: 2.000e-02, eta: 1 day, 0:20:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.7089 2021-06-17 16:59:30,620 - mmaction - INFO - Epoch [21][1180/1879] lr: 2.000e-02, eta: 1 day, 0:19:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6536, loss: 1.6536, grad_norm: 3.8251 2021-06-17 16:59:41,795 - mmaction - INFO - Epoch [21][1200/1879] lr: 2.000e-02, eta: 1 day, 0:19:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8371, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.8269 2021-06-17 16:59:52,970 - mmaction - INFO - Epoch [21][1220/1879] lr: 2.000e-02, eta: 1 day, 0:19:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8258, loss_cls: 1.6379, loss: 1.6379, grad_norm: 3.8429 2021-06-17 17:00:04,133 - mmaction - INFO - Epoch [21][1240/1879] lr: 2.000e-02, eta: 1 day, 0:19:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8230, loss_cls: 1.6250, loss: 1.6250, grad_norm: 3.8510 2021-06-17 17:00:15,287 - mmaction - INFO - Epoch [21][1260/1879] lr: 2.000e-02, eta: 1 day, 0:18:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8273, loss_cls: 1.6622, loss: 1.6622, grad_norm: 3.8099 2021-06-17 17:00:26,388 - mmaction - INFO - Epoch [21][1280/1879] lr: 2.000e-02, eta: 1 day, 0:18:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8305, loss_cls: 1.5974, loss: 1.5974, grad_norm: 3.7677 2021-06-17 17:00:37,580 - mmaction - INFO - Epoch [21][1300/1879] lr: 2.000e-02, eta: 1 day, 0:18:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8316, loss_cls: 1.6430, loss: 1.6430, grad_norm: 3.8998 2021-06-17 17:00:48,720 - mmaction - INFO - Epoch [21][1320/1879] lr: 2.000e-02, eta: 1 day, 0:18:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8309, loss_cls: 1.6372, loss: 1.6372, grad_norm: 3.9030 2021-06-17 17:00:59,854 - mmaction - INFO - Epoch [21][1340/1879] lr: 2.000e-02, eta: 1 day, 0:18:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8324, loss_cls: 1.6580, loss: 1.6580, grad_norm: 3.9450 2021-06-17 17:01:10,990 - mmaction - INFO - Epoch [21][1360/1879] lr: 2.000e-02, eta: 1 day, 0:17:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8273, loss_cls: 1.6565, loss: 1.6565, grad_norm: 3.7790 2021-06-17 17:01:22,129 - mmaction - INFO - Epoch [21][1380/1879] lr: 2.000e-02, eta: 1 day, 0:17:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.5841, loss: 1.5841, grad_norm: 3.6316 2021-06-17 17:01:33,263 - mmaction - INFO - Epoch [21][1400/1879] lr: 2.000e-02, eta: 1 day, 0:17:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5777, top5_acc: 0.8129, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.8030 2021-06-17 17:01:44,378 - mmaction - INFO - Epoch [21][1420/1879] lr: 2.000e-02, eta: 1 day, 0:17:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8352, loss_cls: 1.5754, loss: 1.5754, grad_norm: 3.6477 2021-06-17 17:01:55,524 - mmaction - INFO - Epoch [21][1440/1879] lr: 2.000e-02, eta: 1 day, 0:16:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8258, loss_cls: 1.6899, loss: 1.6899, grad_norm: 3.7837 2021-06-17 17:02:06,668 - mmaction - INFO - Epoch [21][1460/1879] lr: 2.000e-02, eta: 1 day, 0:16:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8313, loss_cls: 1.5994, loss: 1.5994, grad_norm: 3.8465 2021-06-17 17:02:17,803 - mmaction - INFO - Epoch [21][1480/1879] lr: 2.000e-02, eta: 1 day, 0:16:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.6519, loss: 1.6519, grad_norm: 3.8815 2021-06-17 17:02:28,960 - mmaction - INFO - Epoch [21][1500/1879] lr: 2.000e-02, eta: 1 day, 0:16:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8117, loss_cls: 1.6673, loss: 1.6673, grad_norm: 3.8129 2021-06-17 17:02:40,061 - mmaction - INFO - Epoch [21][1520/1879] lr: 2.000e-02, eta: 1 day, 0:15:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8250, loss_cls: 1.6581, loss: 1.6581, grad_norm: 3.7435 2021-06-17 17:02:51,232 - mmaction - INFO - Epoch [21][1540/1879] lr: 2.000e-02, eta: 1 day, 0:15:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8160, loss_cls: 1.7070, loss: 1.7070, grad_norm: 3.7995 2021-06-17 17:03:02,395 - mmaction - INFO - Epoch [21][1560/1879] lr: 2.000e-02, eta: 1 day, 0:15:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6424, loss: 1.6424, grad_norm: 3.8461 2021-06-17 17:03:13,549 - mmaction - INFO - Epoch [21][1580/1879] lr: 2.000e-02, eta: 1 day, 0:15:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8293, loss_cls: 1.6429, loss: 1.6429, grad_norm: 3.7442 2021-06-17 17:03:24,694 - mmaction - INFO - Epoch [21][1600/1879] lr: 2.000e-02, eta: 1 day, 0:14:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8297, loss_cls: 1.6360, loss: 1.6360, grad_norm: 3.7725 2021-06-17 17:03:35,866 - mmaction - INFO - Epoch [21][1620/1879] lr: 2.000e-02, eta: 1 day, 0:14:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8301, loss_cls: 1.6358, loss: 1.6358, grad_norm: 3.8480 2021-06-17 17:03:47,025 - mmaction - INFO - Epoch [21][1640/1879] lr: 2.000e-02, eta: 1 day, 0:14:30, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6031, loss: 1.6031, grad_norm: 3.7974 2021-06-17 17:03:58,158 - mmaction - INFO - Epoch [21][1660/1879] lr: 2.000e-02, eta: 1 day, 0:14:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8270, loss_cls: 1.6024, loss: 1.6024, grad_norm: 3.8692 2021-06-17 17:04:09,315 - mmaction - INFO - Epoch [21][1680/1879] lr: 2.000e-02, eta: 1 day, 0:14:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.9701 2021-06-17 17:04:20,454 - mmaction - INFO - Epoch [21][1700/1879] lr: 2.000e-02, eta: 1 day, 0:13:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5871, top5_acc: 0.8254, loss_cls: 1.6566, loss: 1.6566, grad_norm: 3.8807 2021-06-17 17:04:31,588 - mmaction - INFO - Epoch [21][1720/1879] lr: 2.000e-02, eta: 1 day, 0:13:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8246, loss_cls: 1.6493, loss: 1.6493, grad_norm: 3.8564 2021-06-17 17:04:42,727 - mmaction - INFO - Epoch [21][1740/1879] lr: 2.000e-02, eta: 1 day, 0:13:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8297, loss_cls: 1.6057, loss: 1.6057, grad_norm: 3.7695 2021-06-17 17:04:53,899 - mmaction - INFO - Epoch [21][1760/1879] lr: 2.000e-02, eta: 1 day, 0:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6801, loss: 1.6801, grad_norm: 3.9509 2021-06-17 17:05:05,068 - mmaction - INFO - Epoch [21][1780/1879] lr: 2.000e-02, eta: 1 day, 0:12:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8141, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.8597 2021-06-17 17:05:16,211 - mmaction - INFO - Epoch [21][1800/1879] lr: 2.000e-02, eta: 1 day, 0:12:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8152, loss_cls: 1.6660, loss: 1.6660, grad_norm: 3.8468 2021-06-17 17:05:27,338 - mmaction - INFO - Epoch [21][1820/1879] lr: 2.000e-02, eta: 1 day, 0:12:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8258, loss_cls: 1.6556, loss: 1.6556, grad_norm: 3.8364 2021-06-17 17:05:38,500 - mmaction - INFO - Epoch [21][1840/1879] lr: 2.000e-02, eta: 1 day, 0:12:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8309, loss_cls: 1.6056, loss: 1.6056, grad_norm: 3.7863 2021-06-17 17:05:49,658 - mmaction - INFO - Epoch [21][1860/1879] lr: 2.000e-02, eta: 1 day, 0:11:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8199, loss_cls: 1.6517, loss: 1.6517, grad_norm: 3.8839 2021-06-17 17:06:01,837 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-06-17 17:07:26,115 - mmaction - INFO - Epoch [22][20/1879] lr: 2.000e-02, eta: 1 day, 0:15:22, time: 4.191, data_time: 3.621, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8328, loss_cls: 1.6091, loss: 1.6091, grad_norm: 3.7546 2021-06-17 17:07:37,264 - mmaction - INFO - Epoch [22][40/1879] lr: 2.000e-02, eta: 1 day, 0:15:08, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.6733 2021-06-17 17:07:48,381 - mmaction - INFO - Epoch [22][60/1879] lr: 2.000e-02, eta: 1 day, 0:14:54, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8332, loss_cls: 1.6015, loss: 1.6015, grad_norm: 3.8040 2021-06-17 17:07:59,505 - mmaction - INFO - Epoch [22][80/1879] lr: 2.000e-02, eta: 1 day, 0:14:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8371, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.7998 2021-06-17 17:08:10,614 - mmaction - INFO - Epoch [22][100/1879] lr: 2.000e-02, eta: 1 day, 0:14:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8277, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.7345 2021-06-17 17:08:21,737 - mmaction - INFO - Epoch [22][120/1879] lr: 2.000e-02, eta: 1 day, 0:14:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8379, loss_cls: 1.5643, loss: 1.5643, grad_norm: 3.7691 2021-06-17 17:08:32,828 - mmaction - INFO - Epoch [22][140/1879] lr: 2.000e-02, eta: 1 day, 0:13:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8340, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.8362 2021-06-17 17:08:43,955 - mmaction - INFO - Epoch [22][160/1879] lr: 2.000e-02, eta: 1 day, 0:13:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8434, loss_cls: 1.5352, loss: 1.5352, grad_norm: 3.8064 2021-06-17 17:08:55,108 - mmaction - INFO - Epoch [22][180/1879] lr: 2.000e-02, eta: 1 day, 0:13:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8344, loss_cls: 1.5857, loss: 1.5857, grad_norm: 3.9537 2021-06-17 17:09:06,290 - mmaction - INFO - Epoch [22][200/1879] lr: 2.000e-02, eta: 1 day, 0:13:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8262, loss_cls: 1.6151, loss: 1.6151, grad_norm: 3.9175 2021-06-17 17:09:17,436 - mmaction - INFO - Epoch [22][220/1879] lr: 2.000e-02, eta: 1 day, 0:13:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8145, loss_cls: 1.6377, loss: 1.6377, grad_norm: 3.8267 2021-06-17 17:09:28,565 - mmaction - INFO - Epoch [22][240/1879] lr: 2.000e-02, eta: 1 day, 0:12:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8383, loss_cls: 1.5754, loss: 1.5754, grad_norm: 3.7394 2021-06-17 17:09:39,691 - mmaction - INFO - Epoch [22][260/1879] lr: 2.000e-02, eta: 1 day, 0:12:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8219, loss_cls: 1.6672, loss: 1.6672, grad_norm: 3.9392 2021-06-17 17:09:50,824 - mmaction - INFO - Epoch [22][280/1879] lr: 2.000e-02, eta: 1 day, 0:12:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5879, top5_acc: 0.8191, loss_cls: 1.6845, loss: 1.6845, grad_norm: 3.9912 2021-06-17 17:10:02,202 - mmaction - INFO - Epoch [22][300/1879] lr: 2.000e-02, eta: 1 day, 0:12:05, time: 0.569, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8340, loss_cls: 1.6230, loss: 1.6230, grad_norm: 3.9074 2021-06-17 17:10:13,336 - mmaction - INFO - Epoch [22][320/1879] lr: 2.000e-02, eta: 1 day, 0:11:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8371, loss_cls: 1.5713, loss: 1.5713, grad_norm: 3.7738 2021-06-17 17:10:24,479 - mmaction - INFO - Epoch [22][340/1879] lr: 2.000e-02, eta: 1 day, 0:11:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5384, loss: 1.5384, grad_norm: 3.8076 2021-06-17 17:10:35,605 - mmaction - INFO - Epoch [22][360/1879] lr: 2.000e-02, eta: 1 day, 0:11:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8203, loss_cls: 1.7007, loss: 1.7007, grad_norm: 3.8191 2021-06-17 17:10:46,751 - mmaction - INFO - Epoch [22][380/1879] lr: 2.000e-02, eta: 1 day, 0:11:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8230, loss_cls: 1.6709, loss: 1.6709, grad_norm: 3.8876 2021-06-17 17:10:57,887 - mmaction - INFO - Epoch [22][400/1879] lr: 2.000e-02, eta: 1 day, 0:10:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8301, loss_cls: 1.5734, loss: 1.5734, grad_norm: 3.7688 2021-06-17 17:11:09,038 - mmaction - INFO - Epoch [22][420/1879] lr: 2.000e-02, eta: 1 day, 0:10:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8219, loss_cls: 1.6581, loss: 1.6581, grad_norm: 3.8133 2021-06-17 17:11:20,170 - mmaction - INFO - Epoch [22][440/1879] lr: 2.000e-02, eta: 1 day, 0:10:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8324, loss_cls: 1.6226, loss: 1.6226, grad_norm: 3.7814 2021-06-17 17:11:31,306 - mmaction - INFO - Epoch [22][460/1879] lr: 2.000e-02, eta: 1 day, 0:10:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8332, loss_cls: 1.5404, loss: 1.5404, grad_norm: 3.6312 2021-06-17 17:11:42,439 - mmaction - INFO - Epoch [22][480/1879] lr: 2.000e-02, eta: 1 day, 0:09:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8270, loss_cls: 1.6134, loss: 1.6134, grad_norm: 3.7882 2021-06-17 17:11:53,576 - mmaction - INFO - Epoch [22][500/1879] lr: 2.000e-02, eta: 1 day, 0:09:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8137, loss_cls: 1.6613, loss: 1.6613, grad_norm: 3.8668 2021-06-17 17:12:04,755 - mmaction - INFO - Epoch [22][520/1879] lr: 2.000e-02, eta: 1 day, 0:09:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8410, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.7006 2021-06-17 17:12:15,902 - mmaction - INFO - Epoch [22][540/1879] lr: 2.000e-02, eta: 1 day, 0:09:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8230, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.8126 2021-06-17 17:12:27,041 - mmaction - INFO - Epoch [22][560/1879] lr: 2.000e-02, eta: 1 day, 0:09:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8184, loss_cls: 1.6476, loss: 1.6476, grad_norm: 3.7506 2021-06-17 17:12:38,166 - mmaction - INFO - Epoch [22][580/1879] lr: 2.000e-02, eta: 1 day, 0:08:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.6014, loss: 1.6014, grad_norm: 3.7546 2021-06-17 17:12:49,289 - mmaction - INFO - Epoch [22][600/1879] lr: 2.000e-02, eta: 1 day, 0:08:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6101, loss: 1.6101, grad_norm: 3.8248 2021-06-17 17:13:00,421 - mmaction - INFO - Epoch [22][620/1879] lr: 2.000e-02, eta: 1 day, 0:08:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8348, loss_cls: 1.5779, loss: 1.5779, grad_norm: 3.7882 2021-06-17 17:13:11,555 - mmaction - INFO - Epoch [22][640/1879] lr: 2.000e-02, eta: 1 day, 0:08:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8309, loss_cls: 1.6245, loss: 1.6245, grad_norm: 3.8284 2021-06-17 17:13:22,689 - mmaction - INFO - Epoch [22][660/1879] lr: 2.000e-02, eta: 1 day, 0:07:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8387, loss_cls: 1.5429, loss: 1.5429, grad_norm: 3.7512 2021-06-17 17:13:33,843 - mmaction - INFO - Epoch [22][680/1879] lr: 2.000e-02, eta: 1 day, 0:07:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8176, loss_cls: 1.6471, loss: 1.6471, grad_norm: 3.8246 2021-06-17 17:13:44,988 - mmaction - INFO - Epoch [22][700/1879] lr: 2.000e-02, eta: 1 day, 0:07:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8289, loss_cls: 1.5920, loss: 1.5920, grad_norm: 3.7810 2021-06-17 17:13:56,132 - mmaction - INFO - Epoch [22][720/1879] lr: 2.000e-02, eta: 1 day, 0:07:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8250, loss_cls: 1.6440, loss: 1.6440, grad_norm: 3.8152 2021-06-17 17:14:07,293 - mmaction - INFO - Epoch [22][740/1879] lr: 2.000e-02, eta: 1 day, 0:06:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8301, loss_cls: 1.6061, loss: 1.6061, grad_norm: 3.7280 2021-06-17 17:14:18,461 - mmaction - INFO - Epoch [22][760/1879] lr: 2.000e-02, eta: 1 day, 0:06:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.6158, loss: 1.6158, grad_norm: 3.6981 2021-06-17 17:14:29,618 - mmaction - INFO - Epoch [22][780/1879] lr: 2.000e-02, eta: 1 day, 0:06:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8309, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.7464 2021-06-17 17:14:40,775 - mmaction - INFO - Epoch [22][800/1879] lr: 2.000e-02, eta: 1 day, 0:06:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8223, loss_cls: 1.6833, loss: 1.6833, grad_norm: 3.8130 2021-06-17 17:14:51,944 - mmaction - INFO - Epoch [22][820/1879] lr: 2.000e-02, eta: 1 day, 0:06:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8305, loss_cls: 1.6103, loss: 1.6103, grad_norm: 3.7720 2021-06-17 17:15:03,131 - mmaction - INFO - Epoch [22][840/1879] lr: 2.000e-02, eta: 1 day, 0:05:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8277, loss_cls: 1.6319, loss: 1.6319, grad_norm: 3.6907 2021-06-17 17:15:14,283 - mmaction - INFO - Epoch [22][860/1879] lr: 2.000e-02, eta: 1 day, 0:05:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8164, loss_cls: 1.6853, loss: 1.6853, grad_norm: 3.7537 2021-06-17 17:15:25,405 - mmaction - INFO - Epoch [22][880/1879] lr: 2.000e-02, eta: 1 day, 0:05:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8332, loss_cls: 1.5947, loss: 1.5947, grad_norm: 3.8096 2021-06-17 17:15:36,541 - mmaction - INFO - Epoch [22][900/1879] lr: 2.000e-02, eta: 1 day, 0:05:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8273, loss_cls: 1.5967, loss: 1.5967, grad_norm: 3.8123 2021-06-17 17:15:47,697 - mmaction - INFO - Epoch [22][920/1879] lr: 2.000e-02, eta: 1 day, 0:04:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8207, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.9413 2021-06-17 17:15:58,845 - mmaction - INFO - Epoch [22][940/1879] lr: 2.000e-02, eta: 1 day, 0:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6298, loss: 1.6298, grad_norm: 3.8910 2021-06-17 17:16:10,002 - mmaction - INFO - Epoch [22][960/1879] lr: 2.000e-02, eta: 1 day, 0:04:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5840, top5_acc: 0.8195, loss_cls: 1.6694, loss: 1.6694, grad_norm: 3.8551 2021-06-17 17:16:21,143 - mmaction - INFO - Epoch [22][980/1879] lr: 2.000e-02, eta: 1 day, 0:04:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8242, loss_cls: 1.6519, loss: 1.6519, grad_norm: 3.9398 2021-06-17 17:16:32,275 - mmaction - INFO - Epoch [22][1000/1879] lr: 2.000e-02, eta: 1 day, 0:03:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8320, loss_cls: 1.5919, loss: 1.5919, grad_norm: 3.8357 2021-06-17 17:16:43,403 - mmaction - INFO - Epoch [22][1020/1879] lr: 2.000e-02, eta: 1 day, 0:03:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8285, loss_cls: 1.6289, loss: 1.6289, grad_norm: 3.7866 2021-06-17 17:16:54,549 - mmaction - INFO - Epoch [22][1040/1879] lr: 2.000e-02, eta: 1 day, 0:03:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8262, loss_cls: 1.6268, loss: 1.6268, grad_norm: 3.7168 2021-06-17 17:17:05,699 - mmaction - INFO - Epoch [22][1060/1879] lr: 2.000e-02, eta: 1 day, 0:03:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8309, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.7206 2021-06-17 17:17:16,859 - mmaction - INFO - Epoch [22][1080/1879] lr: 2.000e-02, eta: 1 day, 0:02:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8316, loss_cls: 1.6300, loss: 1.6300, grad_norm: 3.9078 2021-06-17 17:17:27,996 - mmaction - INFO - Epoch [22][1100/1879] lr: 2.000e-02, eta: 1 day, 0:02:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8262, loss_cls: 1.6395, loss: 1.6395, grad_norm: 3.8405 2021-06-17 17:17:39,144 - mmaction - INFO - Epoch [22][1120/1879] lr: 2.000e-02, eta: 1 day, 0:02:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6569, loss: 1.6569, grad_norm: 3.8306 2021-06-17 17:17:50,268 - mmaction - INFO - Epoch [22][1140/1879] lr: 2.000e-02, eta: 1 day, 0:02:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8223, loss_cls: 1.6451, loss: 1.6451, grad_norm: 3.9323 2021-06-17 17:18:01,416 - mmaction - INFO - Epoch [22][1160/1879] lr: 2.000e-02, eta: 1 day, 0:02:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8285, loss_cls: 1.6309, loss: 1.6309, grad_norm: 3.8680 2021-06-17 17:18:12,588 - mmaction - INFO - Epoch [22][1180/1879] lr: 2.000e-02, eta: 1 day, 0:01:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8273, loss_cls: 1.6341, loss: 1.6341, grad_norm: 3.8166 2021-06-17 17:18:23,728 - mmaction - INFO - Epoch [22][1200/1879] lr: 2.000e-02, eta: 1 day, 0:01:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8230, loss_cls: 1.6672, loss: 1.6672, grad_norm: 3.9053 2021-06-17 17:18:34,859 - mmaction - INFO - Epoch [22][1220/1879] lr: 2.000e-02, eta: 1 day, 0:01:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5896, loss: 1.5896, grad_norm: 3.7563 2021-06-17 17:18:46,004 - mmaction - INFO - Epoch [22][1240/1879] lr: 2.000e-02, eta: 1 day, 0:01:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8285, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.6792 2021-06-17 17:18:57,147 - mmaction - INFO - Epoch [22][1260/1879] lr: 2.000e-02, eta: 1 day, 0:00:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8473, loss_cls: 1.5509, loss: 1.5509, grad_norm: 3.7488 2021-06-17 17:19:08,297 - mmaction - INFO - Epoch [22][1280/1879] lr: 2.000e-02, eta: 1 day, 0:00:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8301, loss_cls: 1.6069, loss: 1.6069, grad_norm: 3.7756 2021-06-17 17:19:19,457 - mmaction - INFO - Epoch [22][1300/1879] lr: 2.000e-02, eta: 1 day, 0:00:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8254, loss_cls: 1.6426, loss: 1.6426, grad_norm: 3.8318 2021-06-17 17:19:30,621 - mmaction - INFO - Epoch [22][1320/1879] lr: 2.000e-02, eta: 1 day, 0:00:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8242, loss_cls: 1.6237, loss: 1.6237, grad_norm: 3.8052 2021-06-17 17:19:41,780 - mmaction - INFO - Epoch [22][1340/1879] lr: 2.000e-02, eta: 23:59:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6710, loss: 1.6710, grad_norm: 3.8773 2021-06-17 17:19:52,924 - mmaction - INFO - Epoch [22][1360/1879] lr: 2.000e-02, eta: 23:59:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8316, loss_cls: 1.6210, loss: 1.6210, grad_norm: 3.8105 2021-06-17 17:20:04,074 - mmaction - INFO - Epoch [22][1380/1879] lr: 2.000e-02, eta: 23:59:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8215, loss_cls: 1.6595, loss: 1.6595, grad_norm: 3.8338 2021-06-17 17:20:15,212 - mmaction - INFO - Epoch [22][1400/1879] lr: 2.000e-02, eta: 23:59:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8125, loss_cls: 1.6771, loss: 1.6771, grad_norm: 3.8561 2021-06-17 17:20:26,378 - mmaction - INFO - Epoch [22][1420/1879] lr: 2.000e-02, eta: 23:59:02, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8090, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.8667 2021-06-17 17:20:37,523 - mmaction - INFO - Epoch [22][1440/1879] lr: 2.000e-02, eta: 23:58:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8254, loss_cls: 1.6328, loss: 1.6328, grad_norm: 3.8968 2021-06-17 17:20:48,672 - mmaction - INFO - Epoch [22][1460/1879] lr: 2.000e-02, eta: 23:58:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5715, top5_acc: 0.8094, loss_cls: 1.7278, loss: 1.7278, grad_norm: 3.9625 2021-06-17 17:20:59,793 - mmaction - INFO - Epoch [22][1480/1879] lr: 2.000e-02, eta: 23:58:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8371, loss_cls: 1.6175, loss: 1.6175, grad_norm: 3.7374 2021-06-17 17:21:10,987 - mmaction - INFO - Epoch [22][1500/1879] lr: 2.000e-02, eta: 23:58:07, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6422, loss: 1.6422, grad_norm: 3.7562 2021-06-17 17:21:22,122 - mmaction - INFO - Epoch [22][1520/1879] lr: 2.000e-02, eta: 23:57:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8355, loss_cls: 1.5934, loss: 1.5934, grad_norm: 3.8124 2021-06-17 17:21:33,263 - mmaction - INFO - Epoch [22][1540/1879] lr: 2.000e-02, eta: 23:57:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8320, loss_cls: 1.5525, loss: 1.5525, grad_norm: 3.7141 2021-06-17 17:21:44,405 - mmaction - INFO - Epoch [22][1560/1879] lr: 2.000e-02, eta: 23:57:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8285, loss_cls: 1.6158, loss: 1.6158, grad_norm: 3.7999 2021-06-17 17:21:55,551 - mmaction - INFO - Epoch [22][1580/1879] lr: 2.000e-02, eta: 23:57:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8309, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.8271 2021-06-17 17:22:06,703 - mmaction - INFO - Epoch [22][1600/1879] lr: 2.000e-02, eta: 23:56:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5832, top5_acc: 0.8078, loss_cls: 1.7217, loss: 1.7217, grad_norm: 3.8462 2021-06-17 17:22:17,858 - mmaction - INFO - Epoch [22][1620/1879] lr: 2.000e-02, eta: 23:56:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8320, loss_cls: 1.5902, loss: 1.5902, grad_norm: 3.8114 2021-06-17 17:22:29,017 - mmaction - INFO - Epoch [22][1640/1879] lr: 2.000e-02, eta: 23:56:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8297, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.7956 2021-06-17 17:22:40,149 - mmaction - INFO - Epoch [22][1660/1879] lr: 2.000e-02, eta: 23:56:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8266, loss_cls: 1.6554, loss: 1.6554, grad_norm: 3.9330 2021-06-17 17:22:51,275 - mmaction - INFO - Epoch [22][1680/1879] lr: 2.000e-02, eta: 23:56:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6139, loss: 1.6139, grad_norm: 3.7556 2021-06-17 17:23:02,434 - mmaction - INFO - Epoch [22][1700/1879] lr: 2.000e-02, eta: 23:55:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8293, loss_cls: 1.6444, loss: 1.6444, grad_norm: 3.8533 2021-06-17 17:23:13,607 - mmaction - INFO - Epoch [22][1720/1879] lr: 2.000e-02, eta: 23:55:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8375, loss_cls: 1.5895, loss: 1.5895, grad_norm: 3.7375 2021-06-17 17:23:24,775 - mmaction - INFO - Epoch [22][1740/1879] lr: 2.000e-02, eta: 23:55:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8227, loss_cls: 1.6618, loss: 1.6618, grad_norm: 3.7764 2021-06-17 17:23:35,933 - mmaction - INFO - Epoch [22][1760/1879] lr: 2.000e-02, eta: 23:55:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8262, loss_cls: 1.6335, loss: 1.6335, grad_norm: 3.7858 2021-06-17 17:23:47,088 - mmaction - INFO - Epoch [22][1780/1879] lr: 2.000e-02, eta: 23:54:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8367, loss_cls: 1.6296, loss: 1.6296, grad_norm: 3.8562 2021-06-17 17:23:58,242 - mmaction - INFO - Epoch [22][1800/1879] lr: 2.000e-02, eta: 23:54:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8305, loss_cls: 1.6248, loss: 1.6248, grad_norm: 3.7705 2021-06-17 17:24:09,395 - mmaction - INFO - Epoch [22][1820/1879] lr: 2.000e-02, eta: 23:54:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8176, loss_cls: 1.7184, loss: 1.7184, grad_norm: 3.9074 2021-06-17 17:24:20,559 - mmaction - INFO - Epoch [22][1840/1879] lr: 2.000e-02, eta: 23:54:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8391, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.8091 2021-06-17 17:24:31,726 - mmaction - INFO - Epoch [22][1860/1879] lr: 2.000e-02, eta: 23:53:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8363, loss_cls: 1.6232, loss: 1.6232, grad_norm: 3.8314 2021-06-17 17:24:43,960 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-06-17 17:26:01,796 - mmaction - INFO - Epoch [23][20/1879] lr: 2.000e-02, eta: 23:56:48, time: 3.874, data_time: 3.316, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8469, loss_cls: 1.5603, loss: 1.5603, grad_norm: 3.7301 2021-06-17 17:26:12,937 - mmaction - INFO - Epoch [23][40/1879] lr: 2.000e-02, eta: 23:56:34, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8270, loss_cls: 1.5577, loss: 1.5577, grad_norm: 3.7346 2021-06-17 17:26:24,030 - mmaction - INFO - Epoch [23][60/1879] lr: 2.000e-02, eta: 23:56:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5488, loss: 1.5488, grad_norm: 3.8296 2021-06-17 17:26:35,147 - mmaction - INFO - Epoch [23][80/1879] lr: 2.000e-02, eta: 23:56:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.6082, loss: 1.6082, grad_norm: 3.8264 2021-06-17 17:26:46,274 - mmaction - INFO - Epoch [23][100/1879] lr: 2.000e-02, eta: 23:55:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8441, loss_cls: 1.5692, loss: 1.5692, grad_norm: 3.6846 2021-06-17 17:26:57,394 - mmaction - INFO - Epoch [23][120/1879] lr: 2.000e-02, eta: 23:55:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8387, loss_cls: 1.5716, loss: 1.5716, grad_norm: 3.6524 2021-06-17 17:27:08,530 - mmaction - INFO - Epoch [23][140/1879] lr: 2.000e-02, eta: 23:55:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8340, loss_cls: 1.5399, loss: 1.5399, grad_norm: 3.6919 2021-06-17 17:27:19,677 - mmaction - INFO - Epoch [23][160/1879] lr: 2.000e-02, eta: 23:55:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8367, loss_cls: 1.5582, loss: 1.5582, grad_norm: 3.7621 2021-06-17 17:27:30,806 - mmaction - INFO - Epoch [23][180/1879] lr: 2.000e-02, eta: 23:54:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8340, loss_cls: 1.5999, loss: 1.5999, grad_norm: 3.7801 2021-06-17 17:27:41,935 - mmaction - INFO - Epoch [23][200/1879] lr: 2.000e-02, eta: 23:54:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8355, loss_cls: 1.5529, loss: 1.5529, grad_norm: 3.6847 2021-06-17 17:27:53,060 - mmaction - INFO - Epoch [23][220/1879] lr: 2.000e-02, eta: 23:54:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8270, loss_cls: 1.6343, loss: 1.6343, grad_norm: 3.8673 2021-06-17 17:28:04,196 - mmaction - INFO - Epoch [23][240/1879] lr: 2.000e-02, eta: 23:54:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8395, loss_cls: 1.5732, loss: 1.5732, grad_norm: 3.7642 2021-06-17 17:28:15,337 - mmaction - INFO - Epoch [23][260/1879] lr: 2.000e-02, eta: 23:54:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8320, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.7189 2021-06-17 17:28:26,481 - mmaction - INFO - Epoch [23][280/1879] lr: 2.000e-02, eta: 23:53:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.8561 2021-06-17 17:28:37,624 - mmaction - INFO - Epoch [23][300/1879] lr: 2.000e-02, eta: 23:53:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8371, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.8212 2021-06-17 17:28:48,761 - mmaction - INFO - Epoch [23][320/1879] lr: 2.000e-02, eta: 23:53:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8332, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.7544 2021-06-17 17:28:59,891 - mmaction - INFO - Epoch [23][340/1879] lr: 2.000e-02, eta: 23:53:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8348, loss_cls: 1.5333, loss: 1.5333, grad_norm: 3.7073 2021-06-17 17:29:11,029 - mmaction - INFO - Epoch [23][360/1879] lr: 2.000e-02, eta: 23:52:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8223, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.8770 2021-06-17 17:29:22,158 - mmaction - INFO - Epoch [23][380/1879] lr: 2.000e-02, eta: 23:52:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8355, loss_cls: 1.5871, loss: 1.5871, grad_norm: 3.8533 2021-06-17 17:29:33,310 - mmaction - INFO - Epoch [23][400/1879] lr: 2.000e-02, eta: 23:52:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8266, loss_cls: 1.5966, loss: 1.5966, grad_norm: 3.8290 2021-06-17 17:29:44,460 - mmaction - INFO - Epoch [23][420/1879] lr: 2.000e-02, eta: 23:52:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8336, loss_cls: 1.6149, loss: 1.6149, grad_norm: 3.7863 2021-06-17 17:29:55,599 - mmaction - INFO - Epoch [23][440/1879] lr: 2.000e-02, eta: 23:51:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8363, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.8163 2021-06-17 17:30:07,448 - mmaction - INFO - Epoch [23][460/1879] lr: 2.000e-02, eta: 23:51:43, time: 0.593, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8215, loss_cls: 1.6993, loss: 1.6993, grad_norm: 3.9408 2021-06-17 17:30:18,576 - mmaction - INFO - Epoch [23][480/1879] lr: 2.000e-02, eta: 23:51:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5630, loss: 1.5630, grad_norm: 3.7622 2021-06-17 17:30:29,727 - mmaction - INFO - Epoch [23][500/1879] lr: 2.000e-02, eta: 23:51:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8316, loss_cls: 1.5790, loss: 1.5790, grad_norm: 3.7929 2021-06-17 17:30:40,860 - mmaction - INFO - Epoch [23][520/1879] lr: 2.000e-02, eta: 23:51:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8555, loss_cls: 1.4994, loss: 1.4994, grad_norm: 3.7042 2021-06-17 17:30:52,013 - mmaction - INFO - Epoch [23][540/1879] lr: 2.000e-02, eta: 23:50:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8242, loss_cls: 1.6340, loss: 1.6340, grad_norm: 3.8740 2021-06-17 17:31:03,132 - mmaction - INFO - Epoch [23][560/1879] lr: 2.000e-02, eta: 23:50:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8363, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.7573 2021-06-17 17:31:14,253 - mmaction - INFO - Epoch [23][580/1879] lr: 2.000e-02, eta: 23:50:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8336, loss_cls: 1.5988, loss: 1.5988, grad_norm: 3.7580 2021-06-17 17:31:25,388 - mmaction - INFO - Epoch [23][600/1879] lr: 2.000e-02, eta: 23:50:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8320, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.8484 2021-06-17 17:31:36,520 - mmaction - INFO - Epoch [23][620/1879] lr: 2.000e-02, eta: 23:49:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8262, loss_cls: 1.6446, loss: 1.6446, grad_norm: 3.8345 2021-06-17 17:31:47,670 - mmaction - INFO - Epoch [23][640/1879] lr: 2.000e-02, eta: 23:49:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8277, loss_cls: 1.5960, loss: 1.5960, grad_norm: 3.7385 2021-06-17 17:31:58,796 - mmaction - INFO - Epoch [23][660/1879] lr: 2.000e-02, eta: 23:49:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8352, loss_cls: 1.5628, loss: 1.5628, grad_norm: 3.8074 2021-06-17 17:32:09,962 - mmaction - INFO - Epoch [23][680/1879] lr: 2.000e-02, eta: 23:49:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8410, loss_cls: 1.5740, loss: 1.5740, grad_norm: 3.9209 2021-06-17 17:32:21,092 - mmaction - INFO - Epoch [23][700/1879] lr: 2.000e-02, eta: 23:48:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8340, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.8894 2021-06-17 17:32:32,228 - mmaction - INFO - Epoch [23][720/1879] lr: 2.000e-02, eta: 23:48:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8211, loss_cls: 1.6713, loss: 1.6713, grad_norm: 3.8447 2021-06-17 17:32:43,399 - mmaction - INFO - Epoch [23][740/1879] lr: 2.000e-02, eta: 23:48:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8227, loss_cls: 1.6204, loss: 1.6204, grad_norm: 3.7359 2021-06-17 17:32:54,512 - mmaction - INFO - Epoch [23][760/1879] lr: 2.000e-02, eta: 23:48:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5518, loss: 1.5518, grad_norm: 3.8493 2021-06-17 17:33:05,661 - mmaction - INFO - Epoch [23][780/1879] lr: 2.000e-02, eta: 23:48:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8242, loss_cls: 1.6520, loss: 1.6520, grad_norm: 3.8819 2021-06-17 17:33:16,800 - mmaction - INFO - Epoch [23][800/1879] lr: 2.000e-02, eta: 23:47:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8219, loss_cls: 1.5866, loss: 1.5866, grad_norm: 3.8018 2021-06-17 17:33:27,941 - mmaction - INFO - Epoch [23][820/1879] lr: 2.000e-02, eta: 23:47:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8223, loss_cls: 1.6173, loss: 1.6173, grad_norm: 3.8114 2021-06-17 17:33:39,082 - mmaction - INFO - Epoch [23][840/1879] lr: 2.000e-02, eta: 23:47:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8398, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.7111 2021-06-17 17:33:50,175 - mmaction - INFO - Epoch [23][860/1879] lr: 2.000e-02, eta: 23:47:05, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8270, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.7657 2021-06-17 17:34:01,316 - mmaction - INFO - Epoch [23][880/1879] lr: 2.000e-02, eta: 23:46:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8301, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.8841 2021-06-17 17:34:12,457 - mmaction - INFO - Epoch [23][900/1879] lr: 2.000e-02, eta: 23:46:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8371, loss_cls: 1.6006, loss: 1.6006, grad_norm: 3.8275 2021-06-17 17:34:23,593 - mmaction - INFO - Epoch [23][920/1879] lr: 2.000e-02, eta: 23:46:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8289, loss_cls: 1.6431, loss: 1.6431, grad_norm: 3.8783 2021-06-17 17:34:34,735 - mmaction - INFO - Epoch [23][940/1879] lr: 2.000e-02, eta: 23:46:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8367, loss_cls: 1.6243, loss: 1.6243, grad_norm: 3.8573 2021-06-17 17:34:45,873 - mmaction - INFO - Epoch [23][960/1879] lr: 2.000e-02, eta: 23:45:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8320, loss_cls: 1.5921, loss: 1.5921, grad_norm: 3.7686 2021-06-17 17:34:57,115 - mmaction - INFO - Epoch [23][980/1879] lr: 2.000e-02, eta: 23:45:42, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8371, loss_cls: 1.5812, loss: 1.5812, grad_norm: 3.8625 2021-06-17 17:35:08,332 - mmaction - INFO - Epoch [23][1000/1879] lr: 2.000e-02, eta: 23:45:28, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.5762, top5_acc: 0.8078, loss_cls: 1.7101, loss: 1.7101, grad_norm: 3.9173 2021-06-17 17:35:19,434 - mmaction - INFO - Epoch [23][1020/1879] lr: 2.000e-02, eta: 23:45:14, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6149, loss: 1.6149, grad_norm: 3.7782 2021-06-17 17:35:30,590 - mmaction - INFO - Epoch [23][1040/1879] lr: 2.000e-02, eta: 23:45:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5846, loss: 1.5846, grad_norm: 3.7748 2021-06-17 17:35:41,716 - mmaction - INFO - Epoch [23][1060/1879] lr: 2.000e-02, eta: 23:44:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8348, loss_cls: 1.6090, loss: 1.6090, grad_norm: 3.7952 2021-06-17 17:35:52,857 - mmaction - INFO - Epoch [23][1080/1879] lr: 2.000e-02, eta: 23:44:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5574, loss: 1.5574, grad_norm: 3.7464 2021-06-17 17:36:03,978 - mmaction - INFO - Epoch [23][1100/1879] lr: 2.000e-02, eta: 23:44:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8223, loss_cls: 1.6320, loss: 1.6320, grad_norm: 3.8236 2021-06-17 17:36:15,120 - mmaction - INFO - Epoch [23][1120/1879] lr: 2.000e-02, eta: 23:44:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8270, loss_cls: 1.6256, loss: 1.6256, grad_norm: 3.8322 2021-06-17 17:36:26,258 - mmaction - INFO - Epoch [23][1140/1879] lr: 2.000e-02, eta: 23:43:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8340, loss_cls: 1.6293, loss: 1.6293, grad_norm: 3.9679 2021-06-17 17:36:37,405 - mmaction - INFO - Epoch [23][1160/1879] lr: 2.000e-02, eta: 23:43:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8305, loss_cls: 1.5863, loss: 1.5863, grad_norm: 3.8992 2021-06-17 17:36:48,536 - mmaction - INFO - Epoch [23][1180/1879] lr: 2.000e-02, eta: 23:43:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5824, top5_acc: 0.8230, loss_cls: 1.6651, loss: 1.6651, grad_norm: 3.9293 2021-06-17 17:36:59,691 - mmaction - INFO - Epoch [23][1200/1879] lr: 2.000e-02, eta: 23:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8383, loss_cls: 1.6390, loss: 1.6390, grad_norm: 3.8768 2021-06-17 17:37:10,818 - mmaction - INFO - Epoch [23][1220/1879] lr: 2.000e-02, eta: 23:42:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8320, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.8038 2021-06-17 17:37:21,941 - mmaction - INFO - Epoch [23][1240/1879] lr: 2.000e-02, eta: 23:42:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6785, loss: 1.6785, grad_norm: 3.8203 2021-06-17 17:37:33,071 - mmaction - INFO - Epoch [23][1260/1879] lr: 2.000e-02, eta: 23:42:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8277, loss_cls: 1.6124, loss: 1.6124, grad_norm: 3.7939 2021-06-17 17:37:44,216 - mmaction - INFO - Epoch [23][1280/1879] lr: 2.000e-02, eta: 23:42:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8277, loss_cls: 1.6306, loss: 1.6306, grad_norm: 3.7135 2021-06-17 17:37:55,358 - mmaction - INFO - Epoch [23][1300/1879] lr: 2.000e-02, eta: 23:42:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8109, loss_cls: 1.6735, loss: 1.6735, grad_norm: 3.8674 2021-06-17 17:38:06,496 - mmaction - INFO - Epoch [23][1320/1879] lr: 2.000e-02, eta: 23:41:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8297, loss_cls: 1.6227, loss: 1.6227, grad_norm: 3.8305 2021-06-17 17:38:17,628 - mmaction - INFO - Epoch [23][1340/1879] lr: 2.000e-02, eta: 23:41:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8379, loss_cls: 1.5587, loss: 1.5587, grad_norm: 3.6828 2021-06-17 17:38:28,780 - mmaction - INFO - Epoch [23][1360/1879] lr: 2.000e-02, eta: 23:41:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8223, loss_cls: 1.6147, loss: 1.6147, grad_norm: 3.7917 2021-06-17 17:38:39,901 - mmaction - INFO - Epoch [23][1380/1879] lr: 2.000e-02, eta: 23:41:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8285, loss_cls: 1.6282, loss: 1.6282, grad_norm: 3.7631 2021-06-17 17:38:51,082 - mmaction - INFO - Epoch [23][1400/1879] lr: 2.000e-02, eta: 23:40:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8129, loss_cls: 1.6643, loss: 1.6643, grad_norm: 3.8842 2021-06-17 17:39:02,226 - mmaction - INFO - Epoch [23][1420/1879] lr: 2.000e-02, eta: 23:40:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8281, loss_cls: 1.6377, loss: 1.6377, grad_norm: 3.8064 2021-06-17 17:39:13,355 - mmaction - INFO - Epoch [23][1440/1879] lr: 2.000e-02, eta: 23:40:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5895, top5_acc: 0.8227, loss_cls: 1.6546, loss: 1.6546, grad_norm: 3.7525 2021-06-17 17:39:24,477 - mmaction - INFO - Epoch [23][1460/1879] lr: 2.000e-02, eta: 23:40:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6677, loss: 1.6677, grad_norm: 3.8494 2021-06-17 17:39:35,610 - mmaction - INFO - Epoch [23][1480/1879] lr: 2.000e-02, eta: 23:39:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.5898, loss: 1.5898, grad_norm: 3.7284 2021-06-17 17:39:46,748 - mmaction - INFO - Epoch [23][1500/1879] lr: 2.000e-02, eta: 23:39:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8246, loss_cls: 1.6299, loss: 1.6299, grad_norm: 3.8204 2021-06-17 17:39:57,919 - mmaction - INFO - Epoch [23][1520/1879] lr: 2.000e-02, eta: 23:39:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.6667, loss: 1.6667, grad_norm: 3.7566 2021-06-17 17:40:09,062 - mmaction - INFO - Epoch [23][1540/1879] lr: 2.000e-02, eta: 23:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8277, loss_cls: 1.6544, loss: 1.6544, grad_norm: 3.8125 2021-06-17 17:40:20,203 - mmaction - INFO - Epoch [23][1560/1879] lr: 2.000e-02, eta: 23:39:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8254, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.6861 2021-06-17 17:40:31,346 - mmaction - INFO - Epoch [23][1580/1879] lr: 2.000e-02, eta: 23:38:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.7225 2021-06-17 17:40:42,478 - mmaction - INFO - Epoch [23][1600/1879] lr: 2.000e-02, eta: 23:38:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.7403 2021-06-17 17:40:53,641 - mmaction - INFO - Epoch [23][1620/1879] lr: 2.000e-02, eta: 23:38:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8305, loss_cls: 1.5595, loss: 1.5595, grad_norm: 3.7926 2021-06-17 17:41:04,786 - mmaction - INFO - Epoch [23][1640/1879] lr: 2.000e-02, eta: 23:38:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8281, loss_cls: 1.5868, loss: 1.5868, grad_norm: 3.8098 2021-06-17 17:41:15,918 - mmaction - INFO - Epoch [23][1660/1879] lr: 2.000e-02, eta: 23:37:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8223, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.0052 2021-06-17 17:41:27,044 - mmaction - INFO - Epoch [23][1680/1879] lr: 2.000e-02, eta: 23:37:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8402, loss_cls: 1.5961, loss: 1.5961, grad_norm: 3.9556 2021-06-17 17:41:38,172 - mmaction - INFO - Epoch [23][1700/1879] lr: 2.000e-02, eta: 23:37:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8336, loss_cls: 1.6047, loss: 1.6047, grad_norm: 3.7865 2021-06-17 17:41:49,326 - mmaction - INFO - Epoch [23][1720/1879] lr: 2.000e-02, eta: 23:37:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8285, loss_cls: 1.6274, loss: 1.6274, grad_norm: 3.7480 2021-06-17 17:42:00,474 - mmaction - INFO - Epoch [23][1740/1879] lr: 2.000e-02, eta: 23:36:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8227, loss_cls: 1.6904, loss: 1.6904, grad_norm: 3.9161 2021-06-17 17:42:11,622 - mmaction - INFO - Epoch [23][1760/1879] lr: 2.000e-02, eta: 23:36:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8430, loss_cls: 1.5509, loss: 1.5509, grad_norm: 3.7137 2021-06-17 17:42:22,752 - mmaction - INFO - Epoch [23][1780/1879] lr: 2.000e-02, eta: 23:36:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8152, loss_cls: 1.6777, loss: 1.6777, grad_norm: 3.9013 2021-06-17 17:42:33,886 - mmaction - INFO - Epoch [23][1800/1879] lr: 2.000e-02, eta: 23:36:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8207, loss_cls: 1.6524, loss: 1.6524, grad_norm: 3.8802 2021-06-17 17:42:45,023 - mmaction - INFO - Epoch [23][1820/1879] lr: 2.000e-02, eta: 23:36:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.5788, loss: 1.5788, grad_norm: 3.8699 2021-06-17 17:42:56,158 - mmaction - INFO - Epoch [23][1840/1879] lr: 2.000e-02, eta: 23:35:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8379, loss_cls: 1.5987, loss: 1.5987, grad_norm: 3.8221 2021-06-17 17:43:07,281 - mmaction - INFO - Epoch [23][1860/1879] lr: 2.000e-02, eta: 23:35:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8215, loss_cls: 1.6533, loss: 1.6533, grad_norm: 3.7700 2021-06-17 17:43:19,456 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-06-17 17:44:37,976 - mmaction - INFO - Epoch [24][20/1879] lr: 2.000e-02, eta: 23:38:17, time: 3.908, data_time: 3.324, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8410, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.7280 2021-06-17 17:44:49,135 - mmaction - INFO - Epoch [24][40/1879] lr: 2.000e-02, eta: 23:38:03, time: 0.559, data_time: 0.005, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8457, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.7596 2021-06-17 17:45:00,245 - mmaction - INFO - Epoch [24][60/1879] lr: 2.000e-02, eta: 23:37:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5447, loss: 1.5447, grad_norm: 3.8621 2021-06-17 17:45:11,397 - mmaction - INFO - Epoch [24][80/1879] lr: 2.000e-02, eta: 23:37:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8430, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.7743 2021-06-17 17:45:22,504 - mmaction - INFO - Epoch [24][100/1879] lr: 2.000e-02, eta: 23:37:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8344, loss_cls: 1.5333, loss: 1.5333, grad_norm: 3.7866 2021-06-17 17:45:33,629 - mmaction - INFO - Epoch [24][120/1879] lr: 2.000e-02, eta: 23:37:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8449, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.9484 2021-06-17 17:45:44,711 - mmaction - INFO - Epoch [24][140/1879] lr: 2.000e-02, eta: 23:36:53, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8430, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.8553 2021-06-17 17:45:55,841 - mmaction - INFO - Epoch [24][160/1879] lr: 2.000e-02, eta: 23:36:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8332, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.9680 2021-06-17 17:46:06,993 - mmaction - INFO - Epoch [24][180/1879] lr: 2.000e-02, eta: 23:36:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8441, loss_cls: 1.5200, loss: 1.5200, grad_norm: 3.8458 2021-06-17 17:46:18,135 - mmaction - INFO - Epoch [24][200/1879] lr: 2.000e-02, eta: 23:36:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5665, loss: 1.5665, grad_norm: 3.9310 2021-06-17 17:46:29,338 - mmaction - INFO - Epoch [24][220/1879] lr: 2.000e-02, eta: 23:35:58, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8375, loss_cls: 1.6018, loss: 1.6018, grad_norm: 3.9467 2021-06-17 17:46:40,430 - mmaction - INFO - Epoch [24][240/1879] lr: 2.000e-02, eta: 23:35:44, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8281, loss_cls: 1.5763, loss: 1.5763, grad_norm: 3.7982 2021-06-17 17:46:51,570 - mmaction - INFO - Epoch [24][260/1879] lr: 2.000e-02, eta: 23:35:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5386, loss: 1.5386, grad_norm: 3.8071 2021-06-17 17:47:02,714 - mmaction - INFO - Epoch [24][280/1879] lr: 2.000e-02, eta: 23:35:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8371, loss_cls: 1.5437, loss: 1.5437, grad_norm: 3.7800 2021-06-17 17:47:13,865 - mmaction - INFO - Epoch [24][300/1879] lr: 2.000e-02, eta: 23:35:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8215, loss_cls: 1.6096, loss: 1.6096, grad_norm: 3.8314 2021-06-17 17:47:25,001 - mmaction - INFO - Epoch [24][320/1879] lr: 2.000e-02, eta: 23:34:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8344, loss_cls: 1.5696, loss: 1.5696, grad_norm: 3.8029 2021-06-17 17:47:36,148 - mmaction - INFO - Epoch [24][340/1879] lr: 2.000e-02, eta: 23:34:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8340, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.8676 2021-06-17 17:47:47,292 - mmaction - INFO - Epoch [24][360/1879] lr: 2.000e-02, eta: 23:34:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6211, loss: 1.6211, grad_norm: 3.9310 2021-06-17 17:47:58,428 - mmaction - INFO - Epoch [24][380/1879] lr: 2.000e-02, eta: 23:34:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5429, loss: 1.5429, grad_norm: 3.8893 2021-06-17 17:48:09,575 - mmaction - INFO - Epoch [24][400/1879] lr: 2.000e-02, eta: 23:33:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8387, loss_cls: 1.5395, loss: 1.5395, grad_norm: 3.7630 2021-06-17 17:48:20,722 - mmaction - INFO - Epoch [24][420/1879] lr: 2.000e-02, eta: 23:33:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8316, loss_cls: 1.6374, loss: 1.6374, grad_norm: 3.7962 2021-06-17 17:48:31,837 - mmaction - INFO - Epoch [24][440/1879] lr: 2.000e-02, eta: 23:33:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8285, loss_cls: 1.5628, loss: 1.5628, grad_norm: 3.7043 2021-06-17 17:48:42,968 - mmaction - INFO - Epoch [24][460/1879] lr: 2.000e-02, eta: 23:33:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8285, loss_cls: 1.6066, loss: 1.6066, grad_norm: 3.8765 2021-06-17 17:48:54,094 - mmaction - INFO - Epoch [24][480/1879] lr: 2.000e-02, eta: 23:32:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.7421 2021-06-17 17:49:05,247 - mmaction - INFO - Epoch [24][500/1879] lr: 2.000e-02, eta: 23:32:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8191, loss_cls: 1.6275, loss: 1.6275, grad_norm: 3.8427 2021-06-17 17:49:16,373 - mmaction - INFO - Epoch [24][520/1879] lr: 2.000e-02, eta: 23:32:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8285, loss_cls: 1.6196, loss: 1.6196, grad_norm: 3.8530 2021-06-17 17:49:27,542 - mmaction - INFO - Epoch [24][540/1879] lr: 2.000e-02, eta: 23:32:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8168, loss_cls: 1.6263, loss: 1.6263, grad_norm: 3.8597 2021-06-17 17:49:38,671 - mmaction - INFO - Epoch [24][560/1879] lr: 2.000e-02, eta: 23:32:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8199, loss_cls: 1.6337, loss: 1.6337, grad_norm: 4.0020 2021-06-17 17:49:49,820 - mmaction - INFO - Epoch [24][580/1879] lr: 2.000e-02, eta: 23:31:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8340, loss_cls: 1.5668, loss: 1.5668, grad_norm: 3.8405 2021-06-17 17:50:00,973 - mmaction - INFO - Epoch [24][600/1879] lr: 2.000e-02, eta: 23:31:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8398, loss_cls: 1.5757, loss: 1.5757, grad_norm: 3.8376 2021-06-17 17:50:12,103 - mmaction - INFO - Epoch [24][620/1879] lr: 2.000e-02, eta: 23:31:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8488, loss_cls: 1.5163, loss: 1.5163, grad_norm: 3.8127 2021-06-17 17:50:23,238 - mmaction - INFO - Epoch [24][640/1879] lr: 2.000e-02, eta: 23:31:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8238, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.8589 2021-06-17 17:50:34,403 - mmaction - INFO - Epoch [24][660/1879] lr: 2.000e-02, eta: 23:30:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8281, loss_cls: 1.6123, loss: 1.6123, grad_norm: 3.8463 2021-06-17 17:50:45,584 - mmaction - INFO - Epoch [24][680/1879] lr: 2.000e-02, eta: 23:30:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8270, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.8742 2021-06-17 17:50:56,764 - mmaction - INFO - Epoch [24][700/1879] lr: 2.000e-02, eta: 23:30:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8375, loss_cls: 1.5781, loss: 1.5781, grad_norm: 3.7659 2021-06-17 17:51:07,932 - mmaction - INFO - Epoch [24][720/1879] lr: 2.000e-02, eta: 23:30:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8258, loss_cls: 1.6296, loss: 1.6296, grad_norm: 3.9239 2021-06-17 17:51:19,071 - mmaction - INFO - Epoch [24][740/1879] lr: 2.000e-02, eta: 23:30:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8336, loss_cls: 1.6228, loss: 1.6228, grad_norm: 3.7864 2021-06-17 17:51:30,207 - mmaction - INFO - Epoch [24][760/1879] lr: 2.000e-02, eta: 23:29:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8316, loss_cls: 1.5813, loss: 1.5813, grad_norm: 3.7405 2021-06-17 17:51:41,364 - mmaction - INFO - Epoch [24][780/1879] lr: 2.000e-02, eta: 23:29:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8398, loss_cls: 1.5873, loss: 1.5873, grad_norm: 3.8753 2021-06-17 17:51:52,504 - mmaction - INFO - Epoch [24][800/1879] lr: 2.000e-02, eta: 23:29:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8371, loss_cls: 1.5612, loss: 1.5612, grad_norm: 3.8012 2021-06-17 17:52:03,651 - mmaction - INFO - Epoch [24][820/1879] lr: 2.000e-02, eta: 23:29:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8355, loss_cls: 1.6039, loss: 1.6039, grad_norm: 3.8309 2021-06-17 17:52:14,785 - mmaction - INFO - Epoch [24][840/1879] lr: 2.000e-02, eta: 23:28:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8219, loss_cls: 1.6168, loss: 1.6168, grad_norm: 3.8439 2021-06-17 17:52:25,950 - mmaction - INFO - Epoch [24][860/1879] lr: 2.000e-02, eta: 23:28:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8285, loss_cls: 1.6337, loss: 1.6337, grad_norm: 3.8187 2021-06-17 17:52:37,106 - mmaction - INFO - Epoch [24][880/1879] lr: 2.000e-02, eta: 23:28:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.6874 2021-06-17 17:52:48,280 - mmaction - INFO - Epoch [24][900/1879] lr: 2.000e-02, eta: 23:28:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.7468 2021-06-17 17:52:59,429 - mmaction - INFO - Epoch [24][920/1879] lr: 2.000e-02, eta: 23:27:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6207, loss: 1.6207, grad_norm: 3.8679 2021-06-17 17:53:10,633 - mmaction - INFO - Epoch [24][940/1879] lr: 2.000e-02, eta: 23:27:43, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8371, loss_cls: 1.5819, loss: 1.5819, grad_norm: 3.8389 2021-06-17 17:53:21,767 - mmaction - INFO - Epoch [24][960/1879] lr: 2.000e-02, eta: 23:27:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5887, top5_acc: 0.8285, loss_cls: 1.6837, loss: 1.6837, grad_norm: 3.8910 2021-06-17 17:53:32,923 - mmaction - INFO - Epoch [24][980/1879] lr: 2.000e-02, eta: 23:27:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8297, loss_cls: 1.6028, loss: 1.6028, grad_norm: 3.8069 2021-06-17 17:53:44,081 - mmaction - INFO - Epoch [24][1000/1879] lr: 2.000e-02, eta: 23:27:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.5705, loss: 1.5705, grad_norm: 3.7654 2021-06-17 17:53:55,225 - mmaction - INFO - Epoch [24][1020/1879] lr: 2.000e-02, eta: 23:26:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8293, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.7369 2021-06-17 17:54:06,364 - mmaction - INFO - Epoch [24][1040/1879] lr: 2.000e-02, eta: 23:26:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8332, loss_cls: 1.5918, loss: 1.5918, grad_norm: 3.8179 2021-06-17 17:54:17,490 - mmaction - INFO - Epoch [24][1060/1879] lr: 2.000e-02, eta: 23:26:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8309, loss_cls: 1.5556, loss: 1.5556, grad_norm: 3.7250 2021-06-17 17:54:28,625 - mmaction - INFO - Epoch [24][1080/1879] lr: 2.000e-02, eta: 23:26:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8551, loss_cls: 1.4817, loss: 1.4817, grad_norm: 3.7102 2021-06-17 17:54:39,770 - mmaction - INFO - Epoch [24][1100/1879] lr: 2.000e-02, eta: 23:25:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8137, loss_cls: 1.6597, loss: 1.6597, grad_norm: 3.9212 2021-06-17 17:54:50,928 - mmaction - INFO - Epoch [24][1120/1879] lr: 2.000e-02, eta: 23:25:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8336, loss_cls: 1.6269, loss: 1.6269, grad_norm: 3.7888 2021-06-17 17:55:02,078 - mmaction - INFO - Epoch [24][1140/1879] lr: 2.000e-02, eta: 23:25:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6675, loss: 1.6675, grad_norm: 3.8994 2021-06-17 17:55:13,222 - mmaction - INFO - Epoch [24][1160/1879] lr: 2.000e-02, eta: 23:25:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8395, loss_cls: 1.5675, loss: 1.5675, grad_norm: 3.8193 2021-06-17 17:55:24,376 - mmaction - INFO - Epoch [24][1180/1879] lr: 2.000e-02, eta: 23:24:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.6882 2021-06-17 17:55:35,521 - mmaction - INFO - Epoch [24][1200/1879] lr: 2.000e-02, eta: 23:24:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.6153, loss: 1.6153, grad_norm: 3.8861 2021-06-17 17:55:46,669 - mmaction - INFO - Epoch [24][1220/1879] lr: 2.000e-02, eta: 23:24:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8219, loss_cls: 1.6742, loss: 1.6742, grad_norm: 3.9353 2021-06-17 17:55:57,788 - mmaction - INFO - Epoch [24][1240/1879] lr: 2.000e-02, eta: 23:24:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6288, loss: 1.6288, grad_norm: 3.8693 2021-06-17 17:56:08,919 - mmaction - INFO - Epoch [24][1260/1879] lr: 2.000e-02, eta: 23:24:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8434, loss_cls: 1.5589, loss: 1.5589, grad_norm: 3.8380 2021-06-17 17:56:20,006 - mmaction - INFO - Epoch [24][1280/1879] lr: 2.000e-02, eta: 23:23:49, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8293, loss_cls: 1.6561, loss: 1.6561, grad_norm: 3.8564 2021-06-17 17:56:31,144 - mmaction - INFO - Epoch [24][1300/1879] lr: 2.000e-02, eta: 23:23:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8336, loss_cls: 1.5798, loss: 1.5798, grad_norm: 3.7459 2021-06-17 17:56:42,286 - mmaction - INFO - Epoch [24][1320/1879] lr: 2.000e-02, eta: 23:23:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8332, loss_cls: 1.5681, loss: 1.5681, grad_norm: 3.7880 2021-06-17 17:56:53,435 - mmaction - INFO - Epoch [24][1340/1879] lr: 2.000e-02, eta: 23:23:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5954, loss: 1.5954, grad_norm: 3.7306 2021-06-17 17:57:04,586 - mmaction - INFO - Epoch [24][1360/1879] lr: 2.000e-02, eta: 23:22:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5848, top5_acc: 0.8258, loss_cls: 1.6836, loss: 1.6836, grad_norm: 3.8911 2021-06-17 17:57:15,745 - mmaction - INFO - Epoch [24][1380/1879] lr: 2.000e-02, eta: 23:22:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8402, loss_cls: 1.5766, loss: 1.5766, grad_norm: 3.7618 2021-06-17 17:57:26,880 - mmaction - INFO - Epoch [24][1400/1879] lr: 2.000e-02, eta: 23:22:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6098, loss: 1.6098, grad_norm: 3.8265 2021-06-17 17:57:38,036 - mmaction - INFO - Epoch [24][1420/1879] lr: 2.000e-02, eta: 23:22:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8316, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.8017 2021-06-17 17:57:49,160 - mmaction - INFO - Epoch [24][1440/1879] lr: 2.000e-02, eta: 23:22:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8223, loss_cls: 1.6262, loss: 1.6262, grad_norm: 3.8235 2021-06-17 17:58:00,300 - mmaction - INFO - Epoch [24][1460/1879] lr: 2.000e-02, eta: 23:21:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.7714 2021-06-17 17:58:11,436 - mmaction - INFO - Epoch [24][1480/1879] lr: 2.000e-02, eta: 23:21:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.8303 2021-06-17 17:58:22,587 - mmaction - INFO - Epoch [24][1500/1879] lr: 2.000e-02, eta: 23:21:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8422, loss_cls: 1.5635, loss: 1.5635, grad_norm: 3.8442 2021-06-17 17:58:33,725 - mmaction - INFO - Epoch [24][1520/1879] lr: 2.000e-02, eta: 23:21:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8223, loss_cls: 1.6478, loss: 1.6478, grad_norm: 3.8093 2021-06-17 17:58:44,858 - mmaction - INFO - Epoch [24][1540/1879] lr: 2.000e-02, eta: 23:20:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.6276, loss: 1.6276, grad_norm: 3.8934 2021-06-17 17:58:56,013 - mmaction - INFO - Epoch [24][1560/1879] lr: 2.000e-02, eta: 23:20:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8254, loss_cls: 1.6577, loss: 1.6577, grad_norm: 3.8221 2021-06-17 17:59:07,162 - mmaction - INFO - Epoch [24][1580/1879] lr: 2.000e-02, eta: 23:20:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8324, loss_cls: 1.6088, loss: 1.6088, grad_norm: 3.7833 2021-06-17 17:59:18,295 - mmaction - INFO - Epoch [24][1600/1879] lr: 2.000e-02, eta: 23:20:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8293, loss_cls: 1.6098, loss: 1.6098, grad_norm: 3.7800 2021-06-17 17:59:29,444 - mmaction - INFO - Epoch [24][1620/1879] lr: 2.000e-02, eta: 23:19:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8316, loss_cls: 1.6104, loss: 1.6104, grad_norm: 3.8883 2021-06-17 17:59:40,588 - mmaction - INFO - Epoch [24][1640/1879] lr: 2.000e-02, eta: 23:19:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8402, loss_cls: 1.5796, loss: 1.5796, grad_norm: 3.8968 2021-06-17 17:59:51,754 - mmaction - INFO - Epoch [24][1660/1879] lr: 2.000e-02, eta: 23:19:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8219, loss_cls: 1.6300, loss: 1.6300, grad_norm: 3.7512 2021-06-17 18:00:03,390 - mmaction - INFO - Epoch [24][1680/1879] lr: 2.000e-02, eta: 23:19:18, time: 0.582, data_time: 0.003, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8207, loss_cls: 1.6690, loss: 1.6690, grad_norm: 3.8414 2021-06-17 18:00:14,835 - mmaction - INFO - Epoch [24][1700/1879] lr: 2.000e-02, eta: 23:19:05, time: 0.573, data_time: 0.003, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8266, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.7525 2021-06-17 18:00:25,972 - mmaction - INFO - Epoch [24][1720/1879] lr: 2.000e-02, eta: 23:18:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.6186, loss: 1.6186, grad_norm: 3.8390 2021-06-17 18:00:37,112 - mmaction - INFO - Epoch [24][1740/1879] lr: 2.000e-02, eta: 23:18:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8215, loss_cls: 1.6698, loss: 1.6698, grad_norm: 3.9730 2021-06-17 18:00:48,267 - mmaction - INFO - Epoch [24][1760/1879] lr: 2.000e-02, eta: 23:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.7336 2021-06-17 18:00:59,416 - mmaction - INFO - Epoch [24][1780/1879] lr: 2.000e-02, eta: 23:18:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8199, loss_cls: 1.6628, loss: 1.6628, grad_norm: 3.7760 2021-06-17 18:01:10,563 - mmaction - INFO - Epoch [24][1800/1879] lr: 2.000e-02, eta: 23:17:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8359, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.8692 2021-06-17 18:01:21,703 - mmaction - INFO - Epoch [24][1820/1879] lr: 2.000e-02, eta: 23:17:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8395, loss_cls: 1.5771, loss: 1.5771, grad_norm: 3.8053 2021-06-17 18:01:32,855 - mmaction - INFO - Epoch [24][1840/1879] lr: 2.000e-02, eta: 23:17:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8348, loss_cls: 1.5848, loss: 1.5848, grad_norm: 3.8140 2021-06-17 18:01:43,986 - mmaction - INFO - Epoch [24][1860/1879] lr: 2.000e-02, eta: 23:17:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6004, top5_acc: 0.8316, loss_cls: 1.6143, loss: 1.6143, grad_norm: 3.6959 2021-06-17 18:01:56,353 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-06-17 18:03:13,598 - mmaction - INFO - Epoch [25][20/1879] lr: 2.000e-02, eta: 23:19:42, time: 3.811, data_time: 3.252, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8289, loss_cls: 1.5949, loss: 1.5949, grad_norm: 3.8318 2021-06-17 18:03:24,746 - mmaction - INFO - Epoch [25][40/1879] lr: 2.000e-02, eta: 23:19:28, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8426, loss_cls: 1.5237, loss: 1.5237, grad_norm: 3.8083 2021-06-17 18:03:35,840 - mmaction - INFO - Epoch [25][60/1879] lr: 2.000e-02, eta: 23:19:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8254, loss_cls: 1.6053, loss: 1.6053, grad_norm: 3.9157 2021-06-17 18:03:46,962 - mmaction - INFO - Epoch [25][80/1879] lr: 2.000e-02, eta: 23:19:00, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8434, loss_cls: 1.5603, loss: 1.5603, grad_norm: 3.7728 2021-06-17 18:03:58,095 - mmaction - INFO - Epoch [25][100/1879] lr: 2.000e-02, eta: 23:18:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8402, loss_cls: 1.5935, loss: 1.5935, grad_norm: 3.8537 2021-06-17 18:04:09,211 - mmaction - INFO - Epoch [25][120/1879] lr: 2.000e-02, eta: 23:18:33, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8309, loss_cls: 1.5867, loss: 1.5867, grad_norm: 3.8243 2021-06-17 18:04:20,331 - mmaction - INFO - Epoch [25][140/1879] lr: 2.000e-02, eta: 23:18:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8445, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.8081 2021-06-17 18:04:31,475 - mmaction - INFO - Epoch [25][160/1879] lr: 2.000e-02, eta: 23:18:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.8140 2021-06-17 18:04:42,608 - mmaction - INFO - Epoch [25][180/1879] lr: 2.000e-02, eta: 23:17:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8379, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.8429 2021-06-17 18:04:53,757 - mmaction - INFO - Epoch [25][200/1879] lr: 2.000e-02, eta: 23:17:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8359, loss_cls: 1.5661, loss: 1.5661, grad_norm: 3.7721 2021-06-17 18:05:04,914 - mmaction - INFO - Epoch [25][220/1879] lr: 2.000e-02, eta: 23:17:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8445, loss_cls: 1.5458, loss: 1.5458, grad_norm: 3.8442 2021-06-17 18:05:16,051 - mmaction - INFO - Epoch [25][240/1879] lr: 2.000e-02, eta: 23:17:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8387, loss_cls: 1.5495, loss: 1.5495, grad_norm: 3.8360 2021-06-17 18:05:27,193 - mmaction - INFO - Epoch [25][260/1879] lr: 2.000e-02, eta: 23:16:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8410, loss_cls: 1.5160, loss: 1.5160, grad_norm: 3.7066 2021-06-17 18:05:38,339 - mmaction - INFO - Epoch [25][280/1879] lr: 2.000e-02, eta: 23:16:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5677, loss: 1.5677, grad_norm: 3.9061 2021-06-17 18:05:49,501 - mmaction - INFO - Epoch [25][300/1879] lr: 2.000e-02, eta: 23:16:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8320, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.8859 2021-06-17 18:06:00,654 - mmaction - INFO - Epoch [25][320/1879] lr: 2.000e-02, eta: 23:16:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8477, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.8589 2021-06-17 18:06:11,775 - mmaction - INFO - Epoch [25][340/1879] lr: 2.000e-02, eta: 23:16:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8363, loss_cls: 1.5554, loss: 1.5554, grad_norm: 3.8164 2021-06-17 18:06:22,911 - mmaction - INFO - Epoch [25][360/1879] lr: 2.000e-02, eta: 23:15:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8344, loss_cls: 1.5566, loss: 1.5566, grad_norm: 3.7573 2021-06-17 18:06:34,054 - mmaction - INFO - Epoch [25][380/1879] lr: 2.000e-02, eta: 23:15:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.5779, loss: 1.5779, grad_norm: 3.9191 2021-06-17 18:06:45,210 - mmaction - INFO - Epoch [25][400/1879] lr: 2.000e-02, eta: 23:15:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8434, loss_cls: 1.5594, loss: 1.5594, grad_norm: 3.8725 2021-06-17 18:06:56,347 - mmaction - INFO - Epoch [25][420/1879] lr: 2.000e-02, eta: 23:15:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8375, loss_cls: 1.5300, loss: 1.5300, grad_norm: 3.8113 2021-06-17 18:07:07,501 - mmaction - INFO - Epoch [25][440/1879] lr: 2.000e-02, eta: 23:14:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8336, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.9479 2021-06-17 18:07:18,652 - mmaction - INFO - Epoch [25][460/1879] lr: 2.000e-02, eta: 23:14:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.5292, loss: 1.5292, grad_norm: 3.8816 2021-06-17 18:07:29,792 - mmaction - INFO - Epoch [25][480/1879] lr: 2.000e-02, eta: 23:14:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8324, loss_cls: 1.5681, loss: 1.5681, grad_norm: 3.7587 2021-06-17 18:07:40,911 - mmaction - INFO - Epoch [25][500/1879] lr: 2.000e-02, eta: 23:14:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5926, top5_acc: 0.8238, loss_cls: 1.6452, loss: 1.6452, grad_norm: 3.9367 2021-06-17 18:07:52,041 - mmaction - INFO - Epoch [25][520/1879] lr: 2.000e-02, eta: 23:13:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8363, loss_cls: 1.5528, loss: 1.5528, grad_norm: 3.8138 2021-06-17 18:08:03,198 - mmaction - INFO - Epoch [25][540/1879] lr: 2.000e-02, eta: 23:13:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8277, loss_cls: 1.5504, loss: 1.5504, grad_norm: 3.9053 2021-06-17 18:08:14,351 - mmaction - INFO - Epoch [25][560/1879] lr: 2.000e-02, eta: 23:13:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8352, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.9120 2021-06-17 18:08:25,478 - mmaction - INFO - Epoch [25][580/1879] lr: 2.000e-02, eta: 23:13:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8199, loss_cls: 1.6658, loss: 1.6658, grad_norm: 3.9489 2021-06-17 18:08:36,620 - mmaction - INFO - Epoch [25][600/1879] lr: 2.000e-02, eta: 23:13:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8418, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.7316 2021-06-17 18:08:47,749 - mmaction - INFO - Epoch [25][620/1879] lr: 2.000e-02, eta: 23:12:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8406, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.7544 2021-06-17 18:08:58,900 - mmaction - INFO - Epoch [25][640/1879] lr: 2.000e-02, eta: 23:12:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8465, loss_cls: 1.5142, loss: 1.5142, grad_norm: 3.8871 2021-06-17 18:09:10,020 - mmaction - INFO - Epoch [25][660/1879] lr: 2.000e-02, eta: 23:12:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6231, loss: 1.6231, grad_norm: 3.8618 2021-06-17 18:09:21,176 - mmaction - INFO - Epoch [25][680/1879] lr: 2.000e-02, eta: 23:12:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5949, top5_acc: 0.8285, loss_cls: 1.6246, loss: 1.6246, grad_norm: 3.7825 2021-06-17 18:09:32,338 - mmaction - INFO - Epoch [25][700/1879] lr: 2.000e-02, eta: 23:11:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8395, loss_cls: 1.5713, loss: 1.5713, grad_norm: 3.7613 2021-06-17 18:09:43,485 - mmaction - INFO - Epoch [25][720/1879] lr: 2.000e-02, eta: 23:11:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5534, loss: 1.5534, grad_norm: 3.7570 2021-06-17 18:09:54,625 - mmaction - INFO - Epoch [25][740/1879] lr: 2.000e-02, eta: 23:11:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8418, loss_cls: 1.5223, loss: 1.5223, grad_norm: 3.7694 2021-06-17 18:10:05,772 - mmaction - INFO - Epoch [25][760/1879] lr: 2.000e-02, eta: 23:11:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.6230, loss: 1.6230, grad_norm: 3.9423 2021-06-17 18:10:16,908 - mmaction - INFO - Epoch [25][780/1879] lr: 2.000e-02, eta: 23:11:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6497, loss: 1.6497, grad_norm: 3.9390 2021-06-17 18:10:28,071 - mmaction - INFO - Epoch [25][800/1879] lr: 2.000e-02, eta: 23:10:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8406, loss_cls: 1.5740, loss: 1.5740, grad_norm: 3.7471 2021-06-17 18:10:39,194 - mmaction - INFO - Epoch [25][820/1879] lr: 2.000e-02, eta: 23:10:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8422, loss_cls: 1.5695, loss: 1.5695, grad_norm: 3.8181 2021-06-17 18:10:50,326 - mmaction - INFO - Epoch [25][840/1879] lr: 2.000e-02, eta: 23:10:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8250, loss_cls: 1.6223, loss: 1.6223, grad_norm: 3.8491 2021-06-17 18:11:01,464 - mmaction - INFO - Epoch [25][860/1879] lr: 2.000e-02, eta: 23:10:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8316, loss_cls: 1.6056, loss: 1.6056, grad_norm: 3.8954 2021-06-17 18:11:12,616 - mmaction - INFO - Epoch [25][880/1879] lr: 2.000e-02, eta: 23:09:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8250, loss_cls: 1.6125, loss: 1.6125, grad_norm: 3.9222 2021-06-17 18:11:23,740 - mmaction - INFO - Epoch [25][900/1879] lr: 2.000e-02, eta: 23:09:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8418, loss_cls: 1.5731, loss: 1.5731, grad_norm: 3.8241 2021-06-17 18:11:34,859 - mmaction - INFO - Epoch [25][920/1879] lr: 2.000e-02, eta: 23:09:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8309, loss_cls: 1.5560, loss: 1.5560, grad_norm: 3.7485 2021-06-17 18:11:45,990 - mmaction - INFO - Epoch [25][940/1879] lr: 2.000e-02, eta: 23:09:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.5786, loss: 1.5786, grad_norm: 3.8110 2021-06-17 18:11:57,133 - mmaction - INFO - Epoch [25][960/1879] lr: 2.000e-02, eta: 23:08:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8230, loss_cls: 1.6362, loss: 1.6362, grad_norm: 3.8314 2021-06-17 18:12:08,275 - mmaction - INFO - Epoch [25][980/1879] lr: 2.000e-02, eta: 23:08:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8348, loss_cls: 1.5720, loss: 1.5720, grad_norm: 3.8480 2021-06-17 18:12:19,418 - mmaction - INFO - Epoch [25][1000/1879] lr: 2.000e-02, eta: 23:08:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8277, loss_cls: 1.5862, loss: 1.5862, grad_norm: 3.7908 2021-06-17 18:12:30,541 - mmaction - INFO - Epoch [25][1020/1879] lr: 2.000e-02, eta: 23:08:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5913, loss: 1.5913, grad_norm: 3.7720 2021-06-17 18:12:41,680 - mmaction - INFO - Epoch [25][1040/1879] lr: 2.000e-02, eta: 23:08:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8332, loss_cls: 1.5652, loss: 1.5652, grad_norm: 3.8501 2021-06-17 18:12:52,837 - mmaction - INFO - Epoch [25][1060/1879] lr: 2.000e-02, eta: 23:07:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8297, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.8850 2021-06-17 18:13:03,983 - mmaction - INFO - Epoch [25][1080/1879] lr: 2.000e-02, eta: 23:07:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8422, loss_cls: 1.5801, loss: 1.5801, grad_norm: 3.7696 2021-06-17 18:13:15,081 - mmaction - INFO - Epoch [25][1100/1879] lr: 2.000e-02, eta: 23:07:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8441, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.7758 2021-06-17 18:13:26,230 - mmaction - INFO - Epoch [25][1120/1879] lr: 2.000e-02, eta: 23:07:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8199, loss_cls: 1.6299, loss: 1.6299, grad_norm: 3.8023 2021-06-17 18:13:37,328 - mmaction - INFO - Epoch [25][1140/1879] lr: 2.000e-02, eta: 23:06:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8387, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.7985 2021-06-17 18:13:48,485 - mmaction - INFO - Epoch [25][1160/1879] lr: 2.000e-02, eta: 23:06:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8324, loss_cls: 1.6505, loss: 1.6505, grad_norm: 3.9791 2021-06-17 18:13:59,688 - mmaction - INFO - Epoch [25][1180/1879] lr: 2.000e-02, eta: 23:06:29, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8402, loss_cls: 1.5460, loss: 1.5460, grad_norm: 3.7905 2021-06-17 18:14:10,783 - mmaction - INFO - Epoch [25][1200/1879] lr: 2.000e-02, eta: 23:06:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8281, loss_cls: 1.6264, loss: 1.6264, grad_norm: 3.9433 2021-06-17 18:14:21,922 - mmaction - INFO - Epoch [25][1220/1879] lr: 2.000e-02, eta: 23:06:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8129, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.8822 2021-06-17 18:14:33,076 - mmaction - INFO - Epoch [25][1240/1879] lr: 2.000e-02, eta: 23:05:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8348, loss_cls: 1.5870, loss: 1.5870, grad_norm: 3.8468 2021-06-17 18:14:44,225 - mmaction - INFO - Epoch [25][1260/1879] lr: 2.000e-02, eta: 23:05:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8246, loss_cls: 1.6452, loss: 1.6452, grad_norm: 3.8484 2021-06-17 18:14:55,346 - mmaction - INFO - Epoch [25][1280/1879] lr: 2.000e-02, eta: 23:05:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.6708 2021-06-17 18:15:06,497 - mmaction - INFO - Epoch [25][1300/1879] lr: 2.000e-02, eta: 23:05:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8363, loss_cls: 1.5555, loss: 1.5555, grad_norm: 3.8022 2021-06-17 18:15:17,623 - mmaction - INFO - Epoch [25][1320/1879] lr: 2.000e-02, eta: 23:04:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8379, loss_cls: 1.6090, loss: 1.6090, grad_norm: 3.9360 2021-06-17 18:15:28,791 - mmaction - INFO - Epoch [25][1340/1879] lr: 2.000e-02, eta: 23:04:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8309, loss_cls: 1.6298, loss: 1.6298, grad_norm: 3.9406 2021-06-17 18:15:39,903 - mmaction - INFO - Epoch [25][1360/1879] lr: 2.000e-02, eta: 23:04:26, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8309, loss_cls: 1.6116, loss: 1.6116, grad_norm: 3.7591 2021-06-17 18:15:51,058 - mmaction - INFO - Epoch [25][1380/1879] lr: 2.000e-02, eta: 23:04:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5918, top5_acc: 0.8242, loss_cls: 1.6589, loss: 1.6589, grad_norm: 3.9236 2021-06-17 18:16:02,190 - mmaction - INFO - Epoch [25][1400/1879] lr: 2.000e-02, eta: 23:03:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8195, loss_cls: 1.6673, loss: 1.6673, grad_norm: 3.8594 2021-06-17 18:16:13,316 - mmaction - INFO - Epoch [25][1420/1879] lr: 2.000e-02, eta: 23:03:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.5705, loss: 1.5705, grad_norm: 3.7482 2021-06-17 18:16:24,422 - mmaction - INFO - Epoch [25][1440/1879] lr: 2.000e-02, eta: 23:03:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8230, loss_cls: 1.6447, loss: 1.6447, grad_norm: 3.8527 2021-06-17 18:16:35,562 - mmaction - INFO - Epoch [25][1460/1879] lr: 2.000e-02, eta: 23:03:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8301, loss_cls: 1.6080, loss: 1.6080, grad_norm: 3.7560 2021-06-17 18:16:46,694 - mmaction - INFO - Epoch [25][1480/1879] lr: 2.000e-02, eta: 23:03:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6515, loss: 1.6515, grad_norm: 3.8607 2021-06-17 18:16:57,830 - mmaction - INFO - Epoch [25][1500/1879] lr: 2.000e-02, eta: 23:02:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8301, loss_cls: 1.5835, loss: 1.5835, grad_norm: 3.7312 2021-06-17 18:17:08,990 - mmaction - INFO - Epoch [25][1520/1879] lr: 2.000e-02, eta: 23:02:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8309, loss_cls: 1.5589, loss: 1.5589, grad_norm: 3.7429 2021-06-17 18:17:20,068 - mmaction - INFO - Epoch [25][1540/1879] lr: 2.000e-02, eta: 23:02:24, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8223, loss_cls: 1.6234, loss: 1.6234, grad_norm: 3.8700 2021-06-17 18:17:31,231 - mmaction - INFO - Epoch [25][1560/1879] lr: 2.000e-02, eta: 23:02:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8262, loss_cls: 1.6045, loss: 1.6045, grad_norm: 3.8729 2021-06-17 18:17:42,338 - mmaction - INFO - Epoch [25][1580/1879] lr: 2.000e-02, eta: 23:01:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8375, loss_cls: 1.5872, loss: 1.5872, grad_norm: 3.9565 2021-06-17 18:17:53,511 - mmaction - INFO - Epoch [25][1600/1879] lr: 2.000e-02, eta: 23:01:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8422, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.8574 2021-06-17 18:18:04,638 - mmaction - INFO - Epoch [25][1620/1879] lr: 2.000e-02, eta: 23:01:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8344, loss_cls: 1.5916, loss: 1.5916, grad_norm: 3.9100 2021-06-17 18:18:15,787 - mmaction - INFO - Epoch [25][1640/1879] lr: 2.000e-02, eta: 23:01:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8398, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.9231 2021-06-17 18:18:26,915 - mmaction - INFO - Epoch [25][1660/1879] lr: 2.000e-02, eta: 23:01:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8141, loss_cls: 1.6846, loss: 1.6846, grad_norm: 3.9427 2021-06-17 18:18:38,082 - mmaction - INFO - Epoch [25][1680/1879] lr: 2.000e-02, eta: 23:00:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5941, top5_acc: 0.8277, loss_cls: 1.6562, loss: 1.6562, grad_norm: 3.9235 2021-06-17 18:18:49,222 - mmaction - INFO - Epoch [25][1700/1879] lr: 2.000e-02, eta: 23:00:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8270, loss_cls: 1.6070, loss: 1.6070, grad_norm: 3.8075 2021-06-17 18:19:00,366 - mmaction - INFO - Epoch [25][1720/1879] lr: 2.000e-02, eta: 23:00:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6385, loss: 1.6385, grad_norm: 3.8217 2021-06-17 18:19:11,536 - mmaction - INFO - Epoch [25][1740/1879] lr: 2.000e-02, eta: 23:00:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8242, loss_cls: 1.5752, loss: 1.5752, grad_norm: 3.6918 2021-06-17 18:19:22,686 - mmaction - INFO - Epoch [25][1760/1879] lr: 2.000e-02, eta: 22:59:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8348, loss_cls: 1.5429, loss: 1.5429, grad_norm: 3.7922 2021-06-17 18:19:33,839 - mmaction - INFO - Epoch [25][1780/1879] lr: 2.000e-02, eta: 22:59:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.6729 2021-06-17 18:19:44,986 - mmaction - INFO - Epoch [25][1800/1879] lr: 2.000e-02, eta: 22:59:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8367, loss_cls: 1.5959, loss: 1.5959, grad_norm: 3.8402 2021-06-17 18:19:56,138 - mmaction - INFO - Epoch [25][1820/1879] lr: 2.000e-02, eta: 22:59:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8223, loss_cls: 1.6376, loss: 1.6376, grad_norm: 3.8958 2021-06-17 18:20:07,337 - mmaction - INFO - Epoch [25][1840/1879] lr: 2.000e-02, eta: 22:59:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5910, top5_acc: 0.8211, loss_cls: 1.6761, loss: 1.6761, grad_norm: 3.9582 2021-06-17 18:20:18,485 - mmaction - INFO - Epoch [25][1860/1879] lr: 2.000e-02, eta: 22:58:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8191, loss_cls: 1.6800, loss: 1.6800, grad_norm: 3.8709 2021-06-17 18:20:30,318 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-06-17 18:21:46,380 - mmaction - INFO - Epoch [26][20/1879] lr: 2.000e-02, eta: 23:01:03, time: 3.786, data_time: 3.216, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8449, loss_cls: 1.4944, loss: 1.4944, grad_norm: 3.7317 2021-06-17 18:21:57,540 - mmaction - INFO - Epoch [26][40/1879] lr: 2.000e-02, eta: 23:00:49, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8277, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.7120 2021-06-17 18:22:08,676 - mmaction - INFO - Epoch [26][60/1879] lr: 2.000e-02, eta: 23:00:36, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8172, loss_cls: 1.6306, loss: 1.6306, grad_norm: 3.8799 2021-06-17 18:22:19,756 - mmaction - INFO - Epoch [26][80/1879] lr: 2.000e-02, eta: 23:00:22, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8449, loss_cls: 1.4919, loss: 1.4919, grad_norm: 3.8258 2021-06-17 18:22:30,887 - mmaction - INFO - Epoch [26][100/1879] lr: 2.000e-02, eta: 23:00:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8320, loss_cls: 1.5498, loss: 1.5498, grad_norm: 3.7557 2021-06-17 18:22:42,009 - mmaction - INFO - Epoch [26][120/1879] lr: 2.000e-02, eta: 22:59:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8328, loss_cls: 1.5597, loss: 1.5597, grad_norm: 3.7478 2021-06-17 18:22:53,134 - mmaction - INFO - Epoch [26][140/1879] lr: 2.000e-02, eta: 22:59:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8473, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.8511 2021-06-17 18:23:04,280 - mmaction - INFO - Epoch [26][160/1879] lr: 2.000e-02, eta: 22:59:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8418, loss_cls: 1.5113, loss: 1.5113, grad_norm: 3.8702 2021-06-17 18:23:15,408 - mmaction - INFO - Epoch [26][180/1879] lr: 2.000e-02, eta: 22:59:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5518, loss: 1.5518, grad_norm: 3.8500 2021-06-17 18:23:26,533 - mmaction - INFO - Epoch [26][200/1879] lr: 2.000e-02, eta: 22:59:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8258, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.7867 2021-06-17 18:23:37,668 - mmaction - INFO - Epoch [26][220/1879] lr: 2.000e-02, eta: 22:58:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8379, loss_cls: 1.5697, loss: 1.5697, grad_norm: 3.7870 2021-06-17 18:23:48,806 - mmaction - INFO - Epoch [26][240/1879] lr: 2.000e-02, eta: 22:58:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8348, loss_cls: 1.5771, loss: 1.5771, grad_norm: 3.7920 2021-06-17 18:23:59,975 - mmaction - INFO - Epoch [26][260/1879] lr: 2.000e-02, eta: 22:58:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8375, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.8060 2021-06-17 18:24:11,106 - mmaction - INFO - Epoch [26][280/1879] lr: 2.000e-02, eta: 22:58:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8355, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.8223 2021-06-17 18:24:22,227 - mmaction - INFO - Epoch [26][300/1879] lr: 2.000e-02, eta: 22:57:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8344, loss_cls: 1.5468, loss: 1.5468, grad_norm: 3.8484 2021-06-17 18:24:33,372 - mmaction - INFO - Epoch [26][320/1879] lr: 2.000e-02, eta: 22:57:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8398, loss_cls: 1.6041, loss: 1.6041, grad_norm: 3.8704 2021-06-17 18:24:44,516 - mmaction - INFO - Epoch [26][340/1879] lr: 2.000e-02, eta: 22:57:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8375, loss_cls: 1.5747, loss: 1.5747, grad_norm: 3.7496 2021-06-17 18:24:55,651 - mmaction - INFO - Epoch [26][360/1879] lr: 2.000e-02, eta: 22:57:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8484, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.7740 2021-06-17 18:25:07,080 - mmaction - INFO - Epoch [26][380/1879] lr: 2.000e-02, eta: 22:56:58, time: 0.569, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8379, loss_cls: 1.5228, loss: 1.5228, grad_norm: 3.8585 2021-06-17 18:25:18,216 - mmaction - INFO - Epoch [26][400/1879] lr: 2.000e-02, eta: 22:56:45, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8277, loss_cls: 1.5822, loss: 1.5822, grad_norm: 3.8557 2021-06-17 18:25:29,355 - mmaction - INFO - Epoch [26][420/1879] lr: 2.000e-02, eta: 22:56:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5978, loss: 1.5978, grad_norm: 3.8379 2021-06-17 18:25:40,503 - mmaction - INFO - Epoch [26][440/1879] lr: 2.000e-02, eta: 22:56:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8410, loss_cls: 1.5329, loss: 1.5329, grad_norm: 3.7191 2021-06-17 18:25:51,643 - mmaction - INFO - Epoch [26][460/1879] lr: 2.000e-02, eta: 22:56:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8391, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.7607 2021-06-17 18:26:02,788 - mmaction - INFO - Epoch [26][480/1879] lr: 2.000e-02, eta: 22:55:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5645, loss: 1.5645, grad_norm: 3.8446 2021-06-17 18:26:13,921 - mmaction - INFO - Epoch [26][500/1879] lr: 2.000e-02, eta: 22:55:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8301, loss_cls: 1.5806, loss: 1.5806, grad_norm: 3.8796 2021-06-17 18:26:25,024 - mmaction - INFO - Epoch [26][520/1879] lr: 2.000e-02, eta: 22:55:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8277, loss_cls: 1.6117, loss: 1.6117, grad_norm: 3.9213 2021-06-17 18:26:36,165 - mmaction - INFO - Epoch [26][540/1879] lr: 2.000e-02, eta: 22:55:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.7477 2021-06-17 18:26:47,298 - mmaction - INFO - Epoch [26][560/1879] lr: 2.000e-02, eta: 22:54:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8332, loss_cls: 1.5780, loss: 1.5780, grad_norm: 3.8089 2021-06-17 18:26:58,425 - mmaction - INFO - Epoch [26][580/1879] lr: 2.000e-02, eta: 22:54:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5748, loss: 1.5748, grad_norm: 3.7759 2021-06-17 18:27:09,559 - mmaction - INFO - Epoch [26][600/1879] lr: 2.000e-02, eta: 22:54:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8340, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.8707 2021-06-17 18:27:20,691 - mmaction - INFO - Epoch [26][620/1879] lr: 2.000e-02, eta: 22:54:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8488, loss_cls: 1.5635, loss: 1.5635, grad_norm: 3.8125 2021-06-17 18:27:31,849 - mmaction - INFO - Epoch [26][640/1879] lr: 2.000e-02, eta: 22:54:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8297, loss_cls: 1.5949, loss: 1.5949, grad_norm: 3.7087 2021-06-17 18:27:43,007 - mmaction - INFO - Epoch [26][660/1879] lr: 2.000e-02, eta: 22:53:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.8037 2021-06-17 18:27:54,133 - mmaction - INFO - Epoch [26][680/1879] lr: 2.000e-02, eta: 22:53:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8277, loss_cls: 1.6377, loss: 1.6377, grad_norm: 3.9115 2021-06-17 18:28:05,268 - mmaction - INFO - Epoch [26][700/1879] lr: 2.000e-02, eta: 22:53:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8422, loss_cls: 1.5835, loss: 1.5835, grad_norm: 3.9018 2021-06-17 18:28:16,395 - mmaction - INFO - Epoch [26][720/1879] lr: 2.000e-02, eta: 22:53:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8316, loss_cls: 1.5890, loss: 1.5890, grad_norm: 3.9053 2021-06-17 18:28:27,534 - mmaction - INFO - Epoch [26][740/1879] lr: 2.000e-02, eta: 22:52:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8348, loss_cls: 1.5828, loss: 1.5828, grad_norm: 3.8904 2021-06-17 18:28:38,715 - mmaction - INFO - Epoch [26][760/1879] lr: 2.000e-02, eta: 22:52:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8309, loss_cls: 1.6151, loss: 1.6151, grad_norm: 3.8282 2021-06-17 18:28:49,841 - mmaction - INFO - Epoch [26][780/1879] lr: 2.000e-02, eta: 22:52:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8316, loss_cls: 1.6051, loss: 1.6051, grad_norm: 3.8693 2021-06-17 18:29:00,972 - mmaction - INFO - Epoch [26][800/1879] lr: 2.000e-02, eta: 22:52:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8402, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.7884 2021-06-17 18:29:12,107 - mmaction - INFO - Epoch [26][820/1879] lr: 2.000e-02, eta: 22:52:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8355, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.8782 2021-06-17 18:29:23,264 - mmaction - INFO - Epoch [26][840/1879] lr: 2.000e-02, eta: 22:51:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6032, loss: 1.6032, grad_norm: 3.8997 2021-06-17 18:29:34,426 - mmaction - INFO - Epoch [26][860/1879] lr: 2.000e-02, eta: 22:51:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5795, loss: 1.5795, grad_norm: 3.9583 2021-06-17 18:29:45,527 - mmaction - INFO - Epoch [26][880/1879] lr: 2.000e-02, eta: 22:51:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8480, loss_cls: 1.5193, loss: 1.5193, grad_norm: 3.8352 2021-06-17 18:29:56,676 - mmaction - INFO - Epoch [26][900/1879] lr: 2.000e-02, eta: 22:51:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8410, loss_cls: 1.5926, loss: 1.5926, grad_norm: 3.8287 2021-06-17 18:30:07,838 - mmaction - INFO - Epoch [26][920/1879] lr: 2.000e-02, eta: 22:50:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8488, loss_cls: 1.4748, loss: 1.4748, grad_norm: 3.8094 2021-06-17 18:30:19,032 - mmaction - INFO - Epoch [26][940/1879] lr: 2.000e-02, eta: 22:50:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8371, loss_cls: 1.5787, loss: 1.5787, grad_norm: 3.8758 2021-06-17 18:30:30,180 - mmaction - INFO - Epoch [26][960/1879] lr: 2.000e-02, eta: 22:50:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8426, loss_cls: 1.5463, loss: 1.5463, grad_norm: 3.8191 2021-06-17 18:30:41,327 - mmaction - INFO - Epoch [26][980/1879] lr: 2.000e-02, eta: 22:50:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8355, loss_cls: 1.5976, loss: 1.5976, grad_norm: 3.8744 2021-06-17 18:30:52,447 - mmaction - INFO - Epoch [26][1000/1879] lr: 2.000e-02, eta: 22:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8215, loss_cls: 1.6561, loss: 1.6561, grad_norm: 3.9317 2021-06-17 18:31:03,579 - mmaction - INFO - Epoch [26][1020/1879] lr: 2.000e-02, eta: 22:49:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8223, loss_cls: 1.6203, loss: 1.6203, grad_norm: 3.8353 2021-06-17 18:31:14,723 - mmaction - INFO - Epoch [26][1040/1879] lr: 2.000e-02, eta: 22:49:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5988, top5_acc: 0.8219, loss_cls: 1.6528, loss: 1.6528, grad_norm: 3.8347 2021-06-17 18:31:25,869 - mmaction - INFO - Epoch [26][1060/1879] lr: 2.000e-02, eta: 22:49:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8445, loss_cls: 1.5704, loss: 1.5704, grad_norm: 3.6432 2021-06-17 18:31:36,999 - mmaction - INFO - Epoch [26][1080/1879] lr: 2.000e-02, eta: 22:49:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8441, loss_cls: 1.5156, loss: 1.5156, grad_norm: 3.7617 2021-06-17 18:31:48,152 - mmaction - INFO - Epoch [26][1100/1879] lr: 2.000e-02, eta: 22:48:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8332, loss_cls: 1.5492, loss: 1.5492, grad_norm: 3.7375 2021-06-17 18:31:59,312 - mmaction - INFO - Epoch [26][1120/1879] lr: 2.000e-02, eta: 22:48:37, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8383, loss_cls: 1.5971, loss: 1.5971, grad_norm: 3.9351 2021-06-17 18:32:10,444 - mmaction - INFO - Epoch [26][1140/1879] lr: 2.000e-02, eta: 22:48:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.5912, loss: 1.5912, grad_norm: 3.9013 2021-06-17 18:32:21,579 - mmaction - INFO - Epoch [26][1160/1879] lr: 2.000e-02, eta: 22:48:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8281, loss_cls: 1.6198, loss: 1.6198, grad_norm: 3.8651 2021-06-17 18:32:32,717 - mmaction - INFO - Epoch [26][1180/1879] lr: 2.000e-02, eta: 22:47:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8332, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.7933 2021-06-17 18:32:43,870 - mmaction - INFO - Epoch [26][1200/1879] lr: 2.000e-02, eta: 22:47:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8414, loss_cls: 1.5144, loss: 1.5144, grad_norm: 3.7595 2021-06-17 18:32:55,008 - mmaction - INFO - Epoch [26][1220/1879] lr: 2.000e-02, eta: 22:47:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8465, loss_cls: 1.5646, loss: 1.5646, grad_norm: 3.7785 2021-06-17 18:33:06,159 - mmaction - INFO - Epoch [26][1240/1879] lr: 2.000e-02, eta: 22:47:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8234, loss_cls: 1.6388, loss: 1.6388, grad_norm: 3.8315 2021-06-17 18:33:17,322 - mmaction - INFO - Epoch [26][1260/1879] lr: 2.000e-02, eta: 22:47:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5732, loss: 1.5732, grad_norm: 3.7993 2021-06-17 18:33:28,468 - mmaction - INFO - Epoch [26][1280/1879] lr: 2.000e-02, eta: 22:46:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8422, loss_cls: 1.5510, loss: 1.5510, grad_norm: 3.7969 2021-06-17 18:33:39,612 - mmaction - INFO - Epoch [26][1300/1879] lr: 2.000e-02, eta: 22:46:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8270, loss_cls: 1.5995, loss: 1.5995, grad_norm: 3.8356 2021-06-17 18:33:50,753 - mmaction - INFO - Epoch [26][1320/1879] lr: 2.000e-02, eta: 22:46:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8238, loss_cls: 1.6345, loss: 1.6345, grad_norm: 3.9262 2021-06-17 18:34:01,908 - mmaction - INFO - Epoch [26][1340/1879] lr: 2.000e-02, eta: 22:46:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8254, loss_cls: 1.5979, loss: 1.5979, grad_norm: 3.8320 2021-06-17 18:34:13,063 - mmaction - INFO - Epoch [26][1360/1879] lr: 2.000e-02, eta: 22:45:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8293, loss_cls: 1.5973, loss: 1.5973, grad_norm: 3.9026 2021-06-17 18:34:24,208 - mmaction - INFO - Epoch [26][1380/1879] lr: 2.000e-02, eta: 22:45:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5611, loss: 1.5611, grad_norm: 3.7961 2021-06-17 18:34:35,338 - mmaction - INFO - Epoch [26][1400/1879] lr: 2.000e-02, eta: 22:45:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.8001 2021-06-17 18:34:46,477 - mmaction - INFO - Epoch [26][1420/1879] lr: 2.000e-02, eta: 22:45:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8316, loss_cls: 1.6190, loss: 1.6190, grad_norm: 3.7857 2021-06-17 18:34:57,660 - mmaction - INFO - Epoch [26][1440/1879] lr: 2.000e-02, eta: 22:45:02, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8410, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.9170 2021-06-17 18:35:08,845 - mmaction - INFO - Epoch [26][1460/1879] lr: 2.000e-02, eta: 22:44:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6226, loss: 1.6226, grad_norm: 3.9098 2021-06-17 18:35:19,967 - mmaction - INFO - Epoch [26][1480/1879] lr: 2.000e-02, eta: 22:44:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8383, loss_cls: 1.5486, loss: 1.5486, grad_norm: 3.8951 2021-06-17 18:35:31,119 - mmaction - INFO - Epoch [26][1500/1879] lr: 2.000e-02, eta: 22:44:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8324, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.7704 2021-06-17 18:35:42,245 - mmaction - INFO - Epoch [26][1520/1879] lr: 2.000e-02, eta: 22:44:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8270, loss_cls: 1.6508, loss: 1.6508, grad_norm: 3.9483 2021-06-17 18:35:53,377 - mmaction - INFO - Epoch [26][1540/1879] lr: 2.000e-02, eta: 22:43:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8328, loss_cls: 1.5665, loss: 1.5665, grad_norm: 3.8965 2021-06-17 18:36:04,487 - mmaction - INFO - Epoch [26][1560/1879] lr: 2.000e-02, eta: 22:43:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8281, loss_cls: 1.6419, loss: 1.6419, grad_norm: 3.9163 2021-06-17 18:36:15,645 - mmaction - INFO - Epoch [26][1580/1879] lr: 2.000e-02, eta: 22:43:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8395, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.7674 2021-06-17 18:36:26,785 - mmaction - INFO - Epoch [26][1600/1879] lr: 2.000e-02, eta: 22:43:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5973, top5_acc: 0.8410, loss_cls: 1.5735, loss: 1.5735, grad_norm: 3.8323 2021-06-17 18:36:37,942 - mmaction - INFO - Epoch [26][1620/1879] lr: 2.000e-02, eta: 22:43:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8367, loss_cls: 1.6167, loss: 1.6167, grad_norm: 3.9446 2021-06-17 18:36:49,100 - mmaction - INFO - Epoch [26][1640/1879] lr: 2.000e-02, eta: 22:42:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8367, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.9535 2021-06-17 18:37:00,253 - mmaction - INFO - Epoch [26][1660/1879] lr: 2.000e-02, eta: 22:42:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8348, loss_cls: 1.5621, loss: 1.5621, grad_norm: 3.7088 2021-06-17 18:37:11,385 - mmaction - INFO - Epoch [26][1680/1879] lr: 2.000e-02, eta: 22:42:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8324, loss_cls: 1.5941, loss: 1.5941, grad_norm: 3.7693 2021-06-17 18:37:22,523 - mmaction - INFO - Epoch [26][1700/1879] lr: 2.000e-02, eta: 22:42:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8398, loss_cls: 1.5802, loss: 1.5802, grad_norm: 3.8194 2021-06-17 18:37:33,684 - mmaction - INFO - Epoch [26][1720/1879] lr: 2.000e-02, eta: 22:41:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8246, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.7746 2021-06-17 18:37:44,847 - mmaction - INFO - Epoch [26][1740/1879] lr: 2.000e-02, eta: 22:41:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8301, loss_cls: 1.5977, loss: 1.5977, grad_norm: 3.7975 2021-06-17 18:37:55,982 - mmaction - INFO - Epoch [26][1760/1879] lr: 2.000e-02, eta: 22:41:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8418, loss_cls: 1.5729, loss: 1.5729, grad_norm: 3.7555 2021-06-17 18:38:07,124 - mmaction - INFO - Epoch [26][1780/1879] lr: 2.000e-02, eta: 22:41:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8340, loss_cls: 1.5793, loss: 1.5793, grad_norm: 3.7358 2021-06-17 18:38:18,266 - mmaction - INFO - Epoch [26][1800/1879] lr: 2.000e-02, eta: 22:40:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8336, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.8632 2021-06-17 18:38:29,412 - mmaction - INFO - Epoch [26][1820/1879] lr: 2.000e-02, eta: 22:40:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8168, loss_cls: 1.6672, loss: 1.6672, grad_norm: 3.8399 2021-06-17 18:38:40,555 - mmaction - INFO - Epoch [26][1840/1879] lr: 2.000e-02, eta: 22:40:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8246, loss_cls: 1.6072, loss: 1.6072, grad_norm: 3.7323 2021-06-17 18:38:51,685 - mmaction - INFO - Epoch [26][1860/1879] lr: 2.000e-02, eta: 22:40:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8344, loss_cls: 1.5916, loss: 1.5916, grad_norm: 3.8981 2021-06-17 18:39:03,371 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-06-17 18:40:20,582 - mmaction - INFO - Epoch [27][20/1879] lr: 2.000e-02, eta: 22:42:28, time: 3.808, data_time: 3.168, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8449, loss_cls: 1.5277, loss: 1.5277, grad_norm: 3.7831 2021-06-17 18:40:31,719 - mmaction - INFO - Epoch [27][40/1879] lr: 2.000e-02, eta: 22:42:14, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8504, loss_cls: 1.4817, loss: 1.4817, grad_norm: 3.7255 2021-06-17 18:40:42,832 - mmaction - INFO - Epoch [27][60/1879] lr: 2.000e-02, eta: 22:42:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.5769, loss: 1.5769, grad_norm: 3.8412 2021-06-17 18:40:53,965 - mmaction - INFO - Epoch [27][80/1879] lr: 2.000e-02, eta: 22:41:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.8275 2021-06-17 18:41:05,041 - mmaction - INFO - Epoch [27][100/1879] lr: 2.000e-02, eta: 22:41:33, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8422, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.7793 2021-06-17 18:41:16,162 - mmaction - INFO - Epoch [27][120/1879] lr: 2.000e-02, eta: 22:41:20, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8465, loss_cls: 1.5556, loss: 1.5556, grad_norm: 3.8746 2021-06-17 18:41:27,275 - mmaction - INFO - Epoch [27][140/1879] lr: 2.000e-02, eta: 22:41:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8371, loss_cls: 1.5002, loss: 1.5002, grad_norm: 3.8241 2021-06-17 18:41:38,450 - mmaction - INFO - Epoch [27][160/1879] lr: 2.000e-02, eta: 22:40:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5084, loss: 1.5084, grad_norm: 3.8175 2021-06-17 18:41:49,573 - mmaction - INFO - Epoch [27][180/1879] lr: 2.000e-02, eta: 22:40:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8527, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.8160 2021-06-17 18:42:00,731 - mmaction - INFO - Epoch [27][200/1879] lr: 2.000e-02, eta: 22:40:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8344, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.9180 2021-06-17 18:42:11,854 - mmaction - INFO - Epoch [27][220/1879] lr: 2.000e-02, eta: 22:40:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8395, loss_cls: 1.5592, loss: 1.5592, grad_norm: 3.8685 2021-06-17 18:42:23,001 - mmaction - INFO - Epoch [27][240/1879] lr: 2.000e-02, eta: 22:39:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8457, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.8319 2021-06-17 18:42:34,149 - mmaction - INFO - Epoch [27][260/1879] lr: 2.000e-02, eta: 22:39:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8473, loss_cls: 1.4974, loss: 1.4974, grad_norm: 3.8418 2021-06-17 18:42:45,287 - mmaction - INFO - Epoch [27][280/1879] lr: 2.000e-02, eta: 22:39:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8398, loss_cls: 1.5133, loss: 1.5133, grad_norm: 3.7079 2021-06-17 18:42:56,416 - mmaction - INFO - Epoch [27][300/1879] lr: 2.000e-02, eta: 22:39:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.8141 2021-06-17 18:43:07,564 - mmaction - INFO - Epoch [27][320/1879] lr: 2.000e-02, eta: 22:39:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8434, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.7699 2021-06-17 18:43:18,712 - mmaction - INFO - Epoch [27][340/1879] lr: 2.000e-02, eta: 22:38:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8332, loss_cls: 1.5915, loss: 1.5915, grad_norm: 3.9653 2021-06-17 18:43:29,861 - mmaction - INFO - Epoch [27][360/1879] lr: 2.000e-02, eta: 22:38:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8348, loss_cls: 1.5773, loss: 1.5773, grad_norm: 3.9144 2021-06-17 18:43:41,011 - mmaction - INFO - Epoch [27][380/1879] lr: 2.000e-02, eta: 22:38:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.5934, top5_acc: 0.8277, loss_cls: 1.6291, loss: 1.6291, grad_norm: 3.8718 2021-06-17 18:43:52,153 - mmaction - INFO - Epoch [27][400/1879] lr: 2.000e-02, eta: 22:38:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8355, loss_cls: 1.5630, loss: 1.5630, grad_norm: 3.8577 2021-06-17 18:44:03,296 - mmaction - INFO - Epoch [27][420/1879] lr: 2.000e-02, eta: 22:37:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6480, top5_acc: 0.8395, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.5995 2021-06-17 18:44:14,430 - mmaction - INFO - Epoch [27][440/1879] lr: 2.000e-02, eta: 22:37:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.8702 2021-06-17 18:44:25,554 - mmaction - INFO - Epoch [27][460/1879] lr: 2.000e-02, eta: 22:37:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8461, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.8995 2021-06-17 18:44:36,700 - mmaction - INFO - Epoch [27][480/1879] lr: 2.000e-02, eta: 22:37:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8305, loss_cls: 1.5802, loss: 1.5802, grad_norm: 3.9233 2021-06-17 18:44:47,845 - mmaction - INFO - Epoch [27][500/1879] lr: 2.000e-02, eta: 22:37:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8438, loss_cls: 1.5212, loss: 1.5212, grad_norm: 3.7851 2021-06-17 18:44:58,982 - mmaction - INFO - Epoch [27][520/1879] lr: 2.000e-02, eta: 22:36:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8371, loss_cls: 1.5649, loss: 1.5649, grad_norm: 3.8706 2021-06-17 18:45:10,125 - mmaction - INFO - Epoch [27][540/1879] lr: 2.000e-02, eta: 22:36:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8457, loss_cls: 1.5672, loss: 1.5672, grad_norm: 3.9269 2021-06-17 18:45:21,261 - mmaction - INFO - Epoch [27][560/1879] lr: 2.000e-02, eta: 22:36:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8453, loss_cls: 1.5558, loss: 1.5558, grad_norm: 3.9230 2021-06-17 18:45:32,397 - mmaction - INFO - Epoch [27][580/1879] lr: 2.000e-02, eta: 22:36:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8395, loss_cls: 1.5590, loss: 1.5590, grad_norm: 3.8180 2021-06-17 18:45:43,545 - mmaction - INFO - Epoch [27][600/1879] lr: 2.000e-02, eta: 22:35:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5684, loss: 1.5684, grad_norm: 3.9263 2021-06-17 18:45:54,687 - mmaction - INFO - Epoch [27][620/1879] lr: 2.000e-02, eta: 22:35:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8238, loss_cls: 1.5882, loss: 1.5882, grad_norm: 3.8367 2021-06-17 18:46:05,852 - mmaction - INFO - Epoch [27][640/1879] lr: 2.000e-02, eta: 22:35:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8520, loss_cls: 1.4922, loss: 1.4922, grad_norm: 3.8072 2021-06-17 18:46:16,988 - mmaction - INFO - Epoch [27][660/1879] lr: 2.000e-02, eta: 22:35:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8438, loss_cls: 1.5091, loss: 1.5091, grad_norm: 3.9072 2021-06-17 18:46:28,134 - mmaction - INFO - Epoch [27][680/1879] lr: 2.000e-02, eta: 22:35:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8344, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.8388 2021-06-17 18:46:39,288 - mmaction - INFO - Epoch [27][700/1879] lr: 2.000e-02, eta: 22:34:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5902, top5_acc: 0.8195, loss_cls: 1.6493, loss: 1.6493, grad_norm: 3.9531 2021-06-17 18:46:50,456 - mmaction - INFO - Epoch [27][720/1879] lr: 2.000e-02, eta: 22:34:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8340, loss_cls: 1.5678, loss: 1.5678, grad_norm: 3.8712 2021-06-17 18:47:01,602 - mmaction - INFO - Epoch [27][740/1879] lr: 2.000e-02, eta: 22:34:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8371, loss_cls: 1.5830, loss: 1.5830, grad_norm: 3.8118 2021-06-17 18:47:12,746 - mmaction - INFO - Epoch [27][760/1879] lr: 2.000e-02, eta: 22:34:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8262, loss_cls: 1.6142, loss: 1.6142, grad_norm: 3.9866 2021-06-17 18:47:23,881 - mmaction - INFO - Epoch [27][780/1879] lr: 2.000e-02, eta: 22:33:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8516, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.7989 2021-06-17 18:47:35,028 - mmaction - INFO - Epoch [27][800/1879] lr: 2.000e-02, eta: 22:33:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8320, loss_cls: 1.5995, loss: 1.5995, grad_norm: 3.9136 2021-06-17 18:47:46,158 - mmaction - INFO - Epoch [27][820/1879] lr: 2.000e-02, eta: 22:33:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8461, loss_cls: 1.5756, loss: 1.5756, grad_norm: 3.8923 2021-06-17 18:47:57,297 - mmaction - INFO - Epoch [27][840/1879] lr: 2.000e-02, eta: 22:33:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8363, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.8839 2021-06-17 18:48:08,417 - mmaction - INFO - Epoch [27][860/1879] lr: 2.000e-02, eta: 22:33:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8320, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.8664 2021-06-17 18:48:19,545 - mmaction - INFO - Epoch [27][880/1879] lr: 2.000e-02, eta: 22:32:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8379, loss_cls: 1.5478, loss: 1.5478, grad_norm: 3.9078 2021-06-17 18:48:30,677 - mmaction - INFO - Epoch [27][900/1879] lr: 2.000e-02, eta: 22:32:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8363, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.8453 2021-06-17 18:48:41,827 - mmaction - INFO - Epoch [27][920/1879] lr: 2.000e-02, eta: 22:32:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8316, loss_cls: 1.5972, loss: 1.5972, grad_norm: 3.8524 2021-06-17 18:48:52,987 - mmaction - INFO - Epoch [27][940/1879] lr: 2.000e-02, eta: 22:32:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8434, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.7531 2021-06-17 18:49:04,117 - mmaction - INFO - Epoch [27][960/1879] lr: 2.000e-02, eta: 22:31:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8223, loss_cls: 1.5432, loss: 1.5432, grad_norm: 3.8681 2021-06-17 18:49:15,257 - mmaction - INFO - Epoch [27][980/1879] lr: 2.000e-02, eta: 22:31:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8371, loss_cls: 1.5436, loss: 1.5436, grad_norm: 3.8053 2021-06-17 18:49:26,417 - mmaction - INFO - Epoch [27][1000/1879] lr: 2.000e-02, eta: 22:31:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8281, loss_cls: 1.5859, loss: 1.5859, grad_norm: 3.8730 2021-06-17 18:49:37,612 - mmaction - INFO - Epoch [27][1020/1879] lr: 2.000e-02, eta: 22:31:14, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8340, loss_cls: 1.5417, loss: 1.5417, grad_norm: 3.8601 2021-06-17 18:49:48,695 - mmaction - INFO - Epoch [27][1040/1879] lr: 2.000e-02, eta: 22:31:00, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8441, loss_cls: 1.5654, loss: 1.5654, grad_norm: 3.8053 2021-06-17 18:49:59,880 - mmaction - INFO - Epoch [27][1060/1879] lr: 2.000e-02, eta: 22:30:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8418, loss_cls: 1.5270, loss: 1.5270, grad_norm: 3.8329 2021-06-17 18:50:11,001 - mmaction - INFO - Epoch [27][1080/1879] lr: 2.000e-02, eta: 22:30:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.6953 2021-06-17 18:50:22,137 - mmaction - INFO - Epoch [27][1100/1879] lr: 2.000e-02, eta: 22:30:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8473, loss_cls: 1.5344, loss: 1.5344, grad_norm: 3.8771 2021-06-17 18:50:33,303 - mmaction - INFO - Epoch [27][1120/1879] lr: 2.000e-02, eta: 22:30:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8355, loss_cls: 1.6375, loss: 1.6375, grad_norm: 3.9302 2021-06-17 18:50:44,440 - mmaction - INFO - Epoch [27][1140/1879] lr: 2.000e-02, eta: 22:29:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.5996, top5_acc: 0.8332, loss_cls: 1.6457, loss: 1.6457, grad_norm: 3.8251 2021-06-17 18:50:55,575 - mmaction - INFO - Epoch [27][1160/1879] lr: 2.000e-02, eta: 22:29:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8430, loss_cls: 1.5579, loss: 1.5579, grad_norm: 3.8828 2021-06-17 18:51:06,728 - mmaction - INFO - Epoch [27][1180/1879] lr: 2.000e-02, eta: 22:29:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8258, loss_cls: 1.5998, loss: 1.5998, grad_norm: 3.8442 2021-06-17 18:51:17,858 - mmaction - INFO - Epoch [27][1200/1879] lr: 2.000e-02, eta: 22:29:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8254, loss_cls: 1.6145, loss: 1.6145, grad_norm: 3.8757 2021-06-17 18:51:29,000 - mmaction - INFO - Epoch [27][1220/1879] lr: 2.000e-02, eta: 22:29:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8387, loss_cls: 1.5647, loss: 1.5647, grad_norm: 3.9072 2021-06-17 18:51:40,147 - mmaction - INFO - Epoch [27][1240/1879] lr: 2.000e-02, eta: 22:28:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8340, loss_cls: 1.5636, loss: 1.5636, grad_norm: 3.7685 2021-06-17 18:51:51,285 - mmaction - INFO - Epoch [27][1260/1879] lr: 2.000e-02, eta: 22:28:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8262, loss_cls: 1.6370, loss: 1.6370, grad_norm: 3.8656 2021-06-17 18:52:02,402 - mmaction - INFO - Epoch [27][1280/1879] lr: 2.000e-02, eta: 22:28:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8426, loss_cls: 1.5596, loss: 1.5596, grad_norm: 3.7589 2021-06-17 18:52:13,543 - mmaction - INFO - Epoch [27][1300/1879] lr: 2.000e-02, eta: 22:28:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8156, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.9287 2021-06-17 18:52:24,683 - mmaction - INFO - Epoch [27][1320/1879] lr: 2.000e-02, eta: 22:27:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8313, loss_cls: 1.5965, loss: 1.5965, grad_norm: 3.8945 2021-06-17 18:52:35,833 - mmaction - INFO - Epoch [27][1340/1879] lr: 2.000e-02, eta: 22:27:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8379, loss_cls: 1.5818, loss: 1.5818, grad_norm: 3.7884 2021-06-17 18:52:46,967 - mmaction - INFO - Epoch [27][1360/1879] lr: 2.000e-02, eta: 22:27:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.7855 2021-06-17 18:52:58,123 - mmaction - INFO - Epoch [27][1380/1879] lr: 2.000e-02, eta: 22:27:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8180, loss_cls: 1.6309, loss: 1.6309, grad_norm: 3.9056 2021-06-17 18:53:09,262 - mmaction - INFO - Epoch [27][1400/1879] lr: 2.000e-02, eta: 22:26:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8453, loss_cls: 1.5337, loss: 1.5337, grad_norm: 3.7845 2021-06-17 18:53:20,402 - mmaction - INFO - Epoch [27][1420/1879] lr: 2.000e-02, eta: 22:26:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8207, loss_cls: 1.6338, loss: 1.6338, grad_norm: 3.9412 2021-06-17 18:53:31,553 - mmaction - INFO - Epoch [27][1440/1879] lr: 2.000e-02, eta: 22:26:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8238, loss_cls: 1.6145, loss: 1.6145, grad_norm: 3.8067 2021-06-17 18:53:42,698 - mmaction - INFO - Epoch [27][1460/1879] lr: 2.000e-02, eta: 22:26:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8371, loss_cls: 1.5174, loss: 1.5174, grad_norm: 3.6637 2021-06-17 18:53:53,837 - mmaction - INFO - Epoch [27][1480/1879] lr: 2.000e-02, eta: 22:26:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8309, loss_cls: 1.5923, loss: 1.5923, grad_norm: 3.8217 2021-06-17 18:54:04,980 - mmaction - INFO - Epoch [27][1500/1879] lr: 2.000e-02, eta: 22:25:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8352, loss_cls: 1.5951, loss: 1.5951, grad_norm: 3.8364 2021-06-17 18:54:16,143 - mmaction - INFO - Epoch [27][1520/1879] lr: 2.000e-02, eta: 22:25:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8410, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.7803 2021-06-17 18:54:27,286 - mmaction - INFO - Epoch [27][1540/1879] lr: 2.000e-02, eta: 22:25:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5531, loss: 1.5531, grad_norm: 3.8157 2021-06-17 18:54:38,422 - mmaction - INFO - Epoch [27][1560/1879] lr: 2.000e-02, eta: 22:25:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8402, loss_cls: 1.5514, loss: 1.5514, grad_norm: 3.8460 2021-06-17 18:54:49,587 - mmaction - INFO - Epoch [27][1580/1879] lr: 2.000e-02, eta: 22:24:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8332, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.8800 2021-06-17 18:55:00,745 - mmaction - INFO - Epoch [27][1600/1879] lr: 2.000e-02, eta: 22:24:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8293, loss_cls: 1.5907, loss: 1.5907, grad_norm: 3.9455 2021-06-17 18:55:11,929 - mmaction - INFO - Epoch [27][1620/1879] lr: 2.000e-02, eta: 22:24:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8371, loss_cls: 1.5593, loss: 1.5593, grad_norm: 3.8059 2021-06-17 18:55:23,062 - mmaction - INFO - Epoch [27][1640/1879] lr: 2.000e-02, eta: 22:24:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8320, loss_cls: 1.5962, loss: 1.5962, grad_norm: 3.8734 2021-06-17 18:55:34,208 - mmaction - INFO - Epoch [27][1660/1879] lr: 2.000e-02, eta: 22:24:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.9609 2021-06-17 18:55:45,358 - mmaction - INFO - Epoch [27][1680/1879] lr: 2.000e-02, eta: 22:23:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6194, loss: 1.6194, grad_norm: 3.9251 2021-06-17 18:55:56,524 - mmaction - INFO - Epoch [27][1700/1879] lr: 2.000e-02, eta: 22:23:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8340, loss_cls: 1.5816, loss: 1.5816, grad_norm: 3.8898 2021-06-17 18:56:07,684 - mmaction - INFO - Epoch [27][1720/1879] lr: 2.000e-02, eta: 22:23:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.8715 2021-06-17 18:56:18,836 - mmaction - INFO - Epoch [27][1740/1879] lr: 2.000e-02, eta: 22:23:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8277, loss_cls: 1.5737, loss: 1.5737, grad_norm: 3.8248 2021-06-17 18:56:29,986 - mmaction - INFO - Epoch [27][1760/1879] lr: 2.000e-02, eta: 22:22:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8348, loss_cls: 1.5982, loss: 1.5982, grad_norm: 3.7815 2021-06-17 18:56:41,143 - mmaction - INFO - Epoch [27][1780/1879] lr: 2.000e-02, eta: 22:22:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.8919 2021-06-17 18:56:52,294 - mmaction - INFO - Epoch [27][1800/1879] lr: 2.000e-02, eta: 22:22:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8313, loss_cls: 1.6234, loss: 1.6234, grad_norm: 3.8578 2021-06-17 18:57:03,444 - mmaction - INFO - Epoch [27][1820/1879] lr: 2.000e-02, eta: 22:22:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8348, loss_cls: 1.5726, loss: 1.5726, grad_norm: 3.8411 2021-06-17 18:57:14,614 - mmaction - INFO - Epoch [27][1840/1879] lr: 2.000e-02, eta: 22:22:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8309, loss_cls: 1.5806, loss: 1.5806, grad_norm: 3.8675 2021-06-17 18:57:25,778 - mmaction - INFO - Epoch [27][1860/1879] lr: 2.000e-02, eta: 22:21:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8195, loss_cls: 1.6265, loss: 1.6265, grad_norm: 3.8250 2021-06-17 18:57:37,599 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-06-17 18:58:53,224 - mmaction - INFO - Epoch [28][20/1879] lr: 2.000e-02, eta: 22:23:51, time: 3.763, data_time: 3.200, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8332, loss_cls: 1.5488, loss: 1.5488, grad_norm: 3.7461 2021-06-17 18:59:04,369 - mmaction - INFO - Epoch [28][40/1879] lr: 2.000e-02, eta: 22:23:37, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.8431 2021-06-17 18:59:15,473 - mmaction - INFO - Epoch [28][60/1879] lr: 2.000e-02, eta: 22:23:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8484, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.7908 2021-06-17 18:59:26,598 - mmaction - INFO - Epoch [28][80/1879] lr: 2.000e-02, eta: 22:23:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8398, loss_cls: 1.4988, loss: 1.4988, grad_norm: 3.6639 2021-06-17 18:59:37,776 - mmaction - INFO - Epoch [28][100/1879] lr: 2.000e-02, eta: 22:22:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8434, loss_cls: 1.5413, loss: 1.5413, grad_norm: 3.7827 2021-06-17 18:59:48,909 - mmaction - INFO - Epoch [28][120/1879] lr: 2.000e-02, eta: 22:22:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8535, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.8511 2021-06-17 19:00:00,036 - mmaction - INFO - Epoch [28][140/1879] lr: 2.000e-02, eta: 22:22:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5650, loss: 1.5650, grad_norm: 3.9185 2021-06-17 19:00:11,282 - mmaction - INFO - Epoch [28][160/1879] lr: 2.000e-02, eta: 22:22:17, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8488, loss_cls: 1.5067, loss: 1.5067, grad_norm: 3.8915 2021-06-17 19:00:22,402 - mmaction - INFO - Epoch [28][180/1879] lr: 2.000e-02, eta: 22:22:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8488, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.8263 2021-06-17 19:00:33,555 - mmaction - INFO - Epoch [28][200/1879] lr: 2.000e-02, eta: 22:21:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8504, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.6956 2021-06-17 19:00:44,700 - mmaction - INFO - Epoch [28][220/1879] lr: 2.000e-02, eta: 22:21:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8359, loss_cls: 1.5303, loss: 1.5303, grad_norm: 3.7884 2021-06-17 19:00:55,806 - mmaction - INFO - Epoch [28][240/1879] lr: 2.000e-02, eta: 22:21:23, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8570, loss_cls: 1.4672, loss: 1.4672, grad_norm: 3.7620 2021-06-17 19:01:06,969 - mmaction - INFO - Epoch [28][260/1879] lr: 2.000e-02, eta: 22:21:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8547, loss_cls: 1.4503, loss: 1.4503, grad_norm: 3.8319 2021-06-17 19:01:18,113 - mmaction - INFO - Epoch [28][280/1879] lr: 2.000e-02, eta: 22:20:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.5018, loss: 1.5018, grad_norm: 3.7756 2021-06-17 19:01:29,276 - mmaction - INFO - Epoch [28][300/1879] lr: 2.000e-02, eta: 22:20:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6060, loss: 1.6060, grad_norm: 3.9324 2021-06-17 19:01:40,444 - mmaction - INFO - Epoch [28][320/1879] lr: 2.000e-02, eta: 22:20:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8504, loss_cls: 1.4662, loss: 1.4662, grad_norm: 3.7601 2021-06-17 19:01:51,561 - mmaction - INFO - Epoch [28][340/1879] lr: 2.000e-02, eta: 22:20:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8414, loss_cls: 1.5581, loss: 1.5581, grad_norm: 3.9347 2021-06-17 19:02:02,703 - mmaction - INFO - Epoch [28][360/1879] lr: 2.000e-02, eta: 22:20:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8398, loss_cls: 1.5622, loss: 1.5622, grad_norm: 3.8763 2021-06-17 19:02:13,880 - mmaction - INFO - Epoch [28][380/1879] lr: 2.000e-02, eta: 22:19:50, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8285, loss_cls: 1.5823, loss: 1.5823, grad_norm: 3.8926 2021-06-17 19:02:25,031 - mmaction - INFO - Epoch [28][400/1879] lr: 2.000e-02, eta: 22:19:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6125, loss: 1.6125, grad_norm: 3.8741 2021-06-17 19:02:36,184 - mmaction - INFO - Epoch [28][420/1879] lr: 2.000e-02, eta: 22:19:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8449, loss_cls: 1.5352, loss: 1.5352, grad_norm: 3.7117 2021-06-17 19:02:47,324 - mmaction - INFO - Epoch [28][440/1879] lr: 2.000e-02, eta: 22:19:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8406, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.7846 2021-06-17 19:02:58,454 - mmaction - INFO - Epoch [28][460/1879] lr: 2.000e-02, eta: 22:18:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.7901 2021-06-17 19:03:09,598 - mmaction - INFO - Epoch [28][480/1879] lr: 2.000e-02, eta: 22:18:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5129, loss: 1.5129, grad_norm: 3.7593 2021-06-17 19:03:20,745 - mmaction - INFO - Epoch [28][500/1879] lr: 2.000e-02, eta: 22:18:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8395, loss_cls: 1.5601, loss: 1.5601, grad_norm: 3.9196 2021-06-17 19:03:31,882 - mmaction - INFO - Epoch [28][520/1879] lr: 2.000e-02, eta: 22:18:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8363, loss_cls: 1.5700, loss: 1.5700, grad_norm: 3.9825 2021-06-17 19:03:43,017 - mmaction - INFO - Epoch [28][540/1879] lr: 2.000e-02, eta: 22:18:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8277, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.0400 2021-06-17 19:03:54,168 - mmaction - INFO - Epoch [28][560/1879] lr: 2.000e-02, eta: 22:17:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8434, loss_cls: 1.5039, loss: 1.5039, grad_norm: 3.8198 2021-06-17 19:04:05,314 - mmaction - INFO - Epoch [28][580/1879] lr: 2.000e-02, eta: 22:17:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8410, loss_cls: 1.5486, loss: 1.5486, grad_norm: 3.8144 2021-06-17 19:04:16,464 - mmaction - INFO - Epoch [28][600/1879] lr: 2.000e-02, eta: 22:17:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8398, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.8373 2021-06-17 19:04:27,625 - mmaction - INFO - Epoch [28][620/1879] lr: 2.000e-02, eta: 22:17:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6027, top5_acc: 0.8320, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.1819 2021-06-17 19:04:38,771 - mmaction - INFO - Epoch [28][640/1879] lr: 2.000e-02, eta: 22:16:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8500, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.8976 2021-06-17 19:04:49,942 - mmaction - INFO - Epoch [28][660/1879] lr: 2.000e-02, eta: 22:16:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8348, loss_cls: 1.5581, loss: 1.5581, grad_norm: 3.7766 2021-06-17 19:05:01,098 - mmaction - INFO - Epoch [28][680/1879] lr: 2.000e-02, eta: 22:16:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.8237 2021-06-17 19:05:12,279 - mmaction - INFO - Epoch [28][700/1879] lr: 2.000e-02, eta: 22:16:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8402, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.8659 2021-06-17 19:05:23,433 - mmaction - INFO - Epoch [28][720/1879] lr: 2.000e-02, eta: 22:16:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8301, loss_cls: 1.5479, loss: 1.5479, grad_norm: 3.9158 2021-06-17 19:05:34,571 - mmaction - INFO - Epoch [28][740/1879] lr: 2.000e-02, eta: 22:15:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8449, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.8682 2021-06-17 19:05:45,709 - mmaction - INFO - Epoch [28][760/1879] lr: 2.000e-02, eta: 22:15:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8496, loss_cls: 1.5266, loss: 1.5266, grad_norm: 3.8849 2021-06-17 19:05:56,875 - mmaction - INFO - Epoch [28][780/1879] lr: 2.000e-02, eta: 22:15:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8375, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.9001 2021-06-17 19:06:08,016 - mmaction - INFO - Epoch [28][800/1879] lr: 2.000e-02, eta: 22:15:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8457, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.8056 2021-06-17 19:06:19,152 - mmaction - INFO - Epoch [28][820/1879] lr: 2.000e-02, eta: 22:14:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6193, loss: 1.6193, grad_norm: 4.0083 2021-06-17 19:06:30,294 - mmaction - INFO - Epoch [28][840/1879] lr: 2.000e-02, eta: 22:14:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.8560 2021-06-17 19:06:41,433 - mmaction - INFO - Epoch [28][860/1879] lr: 2.000e-02, eta: 22:14:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8457, loss_cls: 1.5200, loss: 1.5200, grad_norm: 3.9033 2021-06-17 19:06:52,588 - mmaction - INFO - Epoch [28][880/1879] lr: 2.000e-02, eta: 22:14:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8355, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.9271 2021-06-17 19:07:03,732 - mmaction - INFO - Epoch [28][900/1879] lr: 2.000e-02, eta: 22:14:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6310, loss: 1.6310, grad_norm: 3.9589 2021-06-17 19:07:14,903 - mmaction - INFO - Epoch [28][920/1879] lr: 2.000e-02, eta: 22:13:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8324, loss_cls: 1.6137, loss: 1.6137, grad_norm: 3.9925 2021-06-17 19:07:26,037 - mmaction - INFO - Epoch [28][940/1879] lr: 2.000e-02, eta: 22:13:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8375, loss_cls: 1.5913, loss: 1.5913, grad_norm: 3.8439 2021-06-17 19:07:37,193 - mmaction - INFO - Epoch [28][960/1879] lr: 2.000e-02, eta: 22:13:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8422, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.6713 2021-06-17 19:07:48,338 - mmaction - INFO - Epoch [28][980/1879] lr: 2.000e-02, eta: 22:13:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8520, loss_cls: 1.5096, loss: 1.5096, grad_norm: 3.8257 2021-06-17 19:07:59,486 - mmaction - INFO - Epoch [28][1000/1879] lr: 2.000e-02, eta: 22:12:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5822, loss: 1.5822, grad_norm: 3.8533 2021-06-17 19:08:10,646 - mmaction - INFO - Epoch [28][1020/1879] lr: 2.000e-02, eta: 22:12:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8340, loss_cls: 1.5477, loss: 1.5477, grad_norm: 3.7837 2021-06-17 19:08:21,796 - mmaction - INFO - Epoch [28][1040/1879] lr: 2.000e-02, eta: 22:12:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8242, loss_cls: 1.6102, loss: 1.6102, grad_norm: 3.8599 2021-06-17 19:08:32,943 - mmaction - INFO - Epoch [28][1060/1879] lr: 2.000e-02, eta: 22:12:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8324, loss_cls: 1.5694, loss: 1.5694, grad_norm: 3.8771 2021-06-17 19:08:44,113 - mmaction - INFO - Epoch [28][1080/1879] lr: 2.000e-02, eta: 22:12:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8313, loss_cls: 1.5884, loss: 1.5884, grad_norm: 3.8475 2021-06-17 19:08:55,268 - mmaction - INFO - Epoch [28][1100/1879] lr: 2.000e-02, eta: 22:11:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8301, loss_cls: 1.6018, loss: 1.6018, grad_norm: 3.9086 2021-06-17 19:09:06,416 - mmaction - INFO - Epoch [28][1120/1879] lr: 2.000e-02, eta: 22:11:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8340, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.9020 2021-06-17 19:09:17,553 - mmaction - INFO - Epoch [28][1140/1879] lr: 2.000e-02, eta: 22:11:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8398, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.8532 2021-06-17 19:09:28,705 - mmaction - INFO - Epoch [28][1160/1879] lr: 2.000e-02, eta: 22:11:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8363, loss_cls: 1.5702, loss: 1.5702, grad_norm: 3.9299 2021-06-17 19:09:39,837 - mmaction - INFO - Epoch [28][1180/1879] lr: 2.000e-02, eta: 22:10:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8348, loss_cls: 1.5594, loss: 1.5594, grad_norm: 3.8189 2021-06-17 19:09:50,990 - mmaction - INFO - Epoch [28][1200/1879] lr: 2.000e-02, eta: 22:10:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8258, loss_cls: 1.6123, loss: 1.6123, grad_norm: 3.9169 2021-06-17 19:10:02,173 - mmaction - INFO - Epoch [28][1220/1879] lr: 2.000e-02, eta: 22:10:30, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8332, loss_cls: 1.5578, loss: 1.5578, grad_norm: 3.8571 2021-06-17 19:10:13,292 - mmaction - INFO - Epoch [28][1240/1879] lr: 2.000e-02, eta: 22:10:16, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5770, loss: 1.5770, grad_norm: 3.8291 2021-06-17 19:10:24,429 - mmaction - INFO - Epoch [28][1260/1879] lr: 2.000e-02, eta: 22:10:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6328, loss: 1.6328, grad_norm: 3.8592 2021-06-17 19:10:35,550 - mmaction - INFO - Epoch [28][1280/1879] lr: 2.000e-02, eta: 22:09:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8465, loss_cls: 1.5520, loss: 1.5520, grad_norm: 3.9512 2021-06-17 19:10:46,714 - mmaction - INFO - Epoch [28][1300/1879] lr: 2.000e-02, eta: 22:09:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8316, loss_cls: 1.5937, loss: 1.5937, grad_norm: 3.8943 2021-06-17 19:10:57,855 - mmaction - INFO - Epoch [28][1320/1879] lr: 2.000e-02, eta: 22:09:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8293, loss_cls: 1.6471, loss: 1.6471, grad_norm: 3.8283 2021-06-17 19:11:09,019 - mmaction - INFO - Epoch [28][1340/1879] lr: 2.000e-02, eta: 22:09:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8297, loss_cls: 1.6115, loss: 1.6115, grad_norm: 3.8267 2021-06-17 19:11:20,119 - mmaction - INFO - Epoch [28][1360/1879] lr: 2.000e-02, eta: 22:08:56, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6182, loss: 1.6182, grad_norm: 3.7922 2021-06-17 19:11:31,280 - mmaction - INFO - Epoch [28][1380/1879] lr: 2.000e-02, eta: 22:08:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8414, loss_cls: 1.5762, loss: 1.5762, grad_norm: 3.8682 2021-06-17 19:11:42,407 - mmaction - INFO - Epoch [28][1400/1879] lr: 2.000e-02, eta: 22:08:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8449, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.8302 2021-06-17 19:11:53,547 - mmaction - INFO - Epoch [28][1420/1879] lr: 2.000e-02, eta: 22:08:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8270, loss_cls: 1.5873, loss: 1.5873, grad_norm: 3.8773 2021-06-17 19:12:04,668 - mmaction - INFO - Epoch [28][1440/1879] lr: 2.000e-02, eta: 22:08:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8340, loss_cls: 1.5880, loss: 1.5880, grad_norm: 3.8897 2021-06-17 19:12:15,830 - mmaction - INFO - Epoch [28][1460/1879] lr: 2.000e-02, eta: 22:07:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.9841 2021-06-17 19:12:26,974 - mmaction - INFO - Epoch [28][1480/1879] lr: 2.000e-02, eta: 22:07:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8258, loss_cls: 1.6617, loss: 1.6617, grad_norm: 3.9451 2021-06-17 19:12:38,115 - mmaction - INFO - Epoch [28][1500/1879] lr: 2.000e-02, eta: 22:07:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8387, loss_cls: 1.5212, loss: 1.5212, grad_norm: 3.8061 2021-06-17 19:12:49,273 - mmaction - INFO - Epoch [28][1520/1879] lr: 2.000e-02, eta: 22:07:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8449, loss_cls: 1.5639, loss: 1.5639, grad_norm: 3.9109 2021-06-17 19:13:00,414 - mmaction - INFO - Epoch [28][1540/1879] lr: 2.000e-02, eta: 22:06:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.5965, top5_acc: 0.8250, loss_cls: 1.6110, loss: 1.6110, grad_norm: 3.8801 2021-06-17 19:13:11,568 - mmaction - INFO - Epoch [28][1560/1879] lr: 2.000e-02, eta: 22:06:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8410, loss_cls: 1.5520, loss: 1.5520, grad_norm: 3.8555 2021-06-17 19:13:22,726 - mmaction - INFO - Epoch [28][1580/1879] lr: 2.000e-02, eta: 22:06:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8309, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.8221 2021-06-17 19:13:33,855 - mmaction - INFO - Epoch [28][1600/1879] lr: 2.000e-02, eta: 22:06:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8293, loss_cls: 1.5738, loss: 1.5738, grad_norm: 3.8982 2021-06-17 19:13:44,986 - mmaction - INFO - Epoch [28][1620/1879] lr: 2.000e-02, eta: 22:06:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8340, loss_cls: 1.6013, loss: 1.6013, grad_norm: 3.9943 2021-06-17 19:13:56,122 - mmaction - INFO - Epoch [28][1640/1879] lr: 2.000e-02, eta: 22:05:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8336, loss_cls: 1.6063, loss: 1.6063, grad_norm: 3.9057 2021-06-17 19:14:07,319 - mmaction - INFO - Epoch [28][1660/1879] lr: 2.000e-02, eta: 22:05:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8309, loss_cls: 1.5896, loss: 1.5896, grad_norm: 3.7894 2021-06-17 19:14:18,467 - mmaction - INFO - Epoch [28][1680/1879] lr: 2.000e-02, eta: 22:05:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8348, loss_cls: 1.5814, loss: 1.5814, grad_norm: 3.9365 2021-06-17 19:14:29,621 - mmaction - INFO - Epoch [28][1700/1879] lr: 2.000e-02, eta: 22:05:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8297, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.7878 2021-06-17 19:14:40,743 - mmaction - INFO - Epoch [28][1720/1879] lr: 2.000e-02, eta: 22:04:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8277, loss_cls: 1.6470, loss: 1.6470, grad_norm: 4.0448 2021-06-17 19:14:51,881 - mmaction - INFO - Epoch [28][1740/1879] lr: 2.000e-02, eta: 22:04:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8316, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.8714 2021-06-17 19:15:03,023 - mmaction - INFO - Epoch [28][1760/1879] lr: 2.000e-02, eta: 22:04:31, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.6074, loss: 1.6074, grad_norm: 3.8028 2021-06-17 19:15:14,178 - mmaction - INFO - Epoch [28][1780/1879] lr: 2.000e-02, eta: 22:04:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8461, loss_cls: 1.5743, loss: 1.5743, grad_norm: 3.8531 2021-06-17 19:15:25,326 - mmaction - INFO - Epoch [28][1800/1879] lr: 2.000e-02, eta: 22:04:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8461, loss_cls: 1.5405, loss: 1.5405, grad_norm: 3.7728 2021-06-17 19:15:36,489 - mmaction - INFO - Epoch [28][1820/1879] lr: 2.000e-02, eta: 22:03:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8496, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.7862 2021-06-17 19:15:47,639 - mmaction - INFO - Epoch [28][1840/1879] lr: 2.000e-02, eta: 22:03:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5775, loss: 1.5775, grad_norm: 3.7763 2021-06-17 19:15:58,796 - mmaction - INFO - Epoch [28][1860/1879] lr: 2.000e-02, eta: 22:03:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8355, loss_cls: 1.5737, loss: 1.5737, grad_norm: 3.8795 2021-06-17 19:16:10,689 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-06-17 19:17:27,327 - mmaction - INFO - Epoch [29][20/1879] lr: 2.000e-02, eta: 22:05:17, time: 3.778, data_time: 3.151, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8582, loss_cls: 1.4128, loss: 1.4128, grad_norm: 3.8364 2021-06-17 19:17:38,500 - mmaction - INFO - Epoch [29][40/1879] lr: 2.000e-02, eta: 22:05:04, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.7545 2021-06-17 19:17:49,612 - mmaction - INFO - Epoch [29][60/1879] lr: 2.000e-02, eta: 22:04:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8453, loss_cls: 1.5042, loss: 1.5042, grad_norm: 3.8304 2021-06-17 19:18:00,727 - mmaction - INFO - Epoch [29][80/1879] lr: 2.000e-02, eta: 22:04:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8535, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.7519 2021-06-17 19:18:11,862 - mmaction - INFO - Epoch [29][100/1879] lr: 2.000e-02, eta: 22:04:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8527, loss_cls: 1.4837, loss: 1.4837, grad_norm: 3.8048 2021-06-17 19:18:22,979 - mmaction - INFO - Epoch [29][120/1879] lr: 2.000e-02, eta: 22:04:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8512, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.8665 2021-06-17 19:18:34,169 - mmaction - INFO - Epoch [29][140/1879] lr: 2.000e-02, eta: 22:03:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8500, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.9684 2021-06-17 19:18:45,319 - mmaction - INFO - Epoch [29][160/1879] lr: 2.000e-02, eta: 22:03:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.8851 2021-06-17 19:18:56,463 - mmaction - INFO - Epoch [29][180/1879] lr: 2.000e-02, eta: 22:03:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8449, loss_cls: 1.5048, loss: 1.5048, grad_norm: 3.8278 2021-06-17 19:19:07,601 - mmaction - INFO - Epoch [29][200/1879] lr: 2.000e-02, eta: 22:03:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.5404, loss: 1.5404, grad_norm: 3.9610 2021-06-17 19:19:18,728 - mmaction - INFO - Epoch [29][220/1879] lr: 2.000e-02, eta: 22:03:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8461, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.8472 2021-06-17 19:19:29,868 - mmaction - INFO - Epoch [29][240/1879] lr: 2.000e-02, eta: 22:02:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.5084, loss: 1.5084, grad_norm: 3.7770 2021-06-17 19:19:41,008 - mmaction - INFO - Epoch [29][260/1879] lr: 2.000e-02, eta: 22:02:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8504, loss_cls: 1.5287, loss: 1.5287, grad_norm: 3.8979 2021-06-17 19:19:52,158 - mmaction - INFO - Epoch [29][280/1879] lr: 2.000e-02, eta: 22:02:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8449, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.8569 2021-06-17 19:20:03,330 - mmaction - INFO - Epoch [29][300/1879] lr: 2.000e-02, eta: 22:02:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8336, loss_cls: 1.6157, loss: 1.6157, grad_norm: 3.8638 2021-06-17 19:20:14,465 - mmaction - INFO - Epoch [29][320/1879] lr: 2.000e-02, eta: 22:01:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8340, loss_cls: 1.5309, loss: 1.5309, grad_norm: 3.7792 2021-06-17 19:20:25,622 - mmaction - INFO - Epoch [29][340/1879] lr: 2.000e-02, eta: 22:01:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.7280 2021-06-17 19:20:36,786 - mmaction - INFO - Epoch [29][360/1879] lr: 2.000e-02, eta: 22:01:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8426, loss_cls: 1.5567, loss: 1.5567, grad_norm: 3.8626 2021-06-17 19:20:47,908 - mmaction - INFO - Epoch [29][380/1879] lr: 2.000e-02, eta: 22:01:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8332, loss_cls: 1.5513, loss: 1.5513, grad_norm: 3.7432 2021-06-17 19:20:59,057 - mmaction - INFO - Epoch [29][400/1879] lr: 2.000e-02, eta: 22:01:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8461, loss_cls: 1.4867, loss: 1.4867, grad_norm: 3.7651 2021-06-17 19:21:10,184 - mmaction - INFO - Epoch [29][420/1879] lr: 2.000e-02, eta: 22:00:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8504, loss_cls: 1.5187, loss: 1.5187, grad_norm: 3.8805 2021-06-17 19:21:21,314 - mmaction - INFO - Epoch [29][440/1879] lr: 2.000e-02, eta: 22:00:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8344, loss_cls: 1.5785, loss: 1.5785, grad_norm: 3.8798 2021-06-17 19:21:32,449 - mmaction - INFO - Epoch [29][460/1879] lr: 2.000e-02, eta: 22:00:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8410, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.9075 2021-06-17 19:21:43,594 - mmaction - INFO - Epoch [29][480/1879] lr: 2.000e-02, eta: 22:00:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.7704 2021-06-17 19:21:54,713 - mmaction - INFO - Epoch [29][500/1879] lr: 2.000e-02, eta: 21:59:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8402, loss_cls: 1.5236, loss: 1.5236, grad_norm: 3.8967 2021-06-17 19:22:05,865 - mmaction - INFO - Epoch [29][520/1879] lr: 2.000e-02, eta: 21:59:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8313, loss_cls: 1.5789, loss: 1.5789, grad_norm: 3.9732 2021-06-17 19:22:17,015 - mmaction - INFO - Epoch [29][540/1879] lr: 2.000e-02, eta: 21:59:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8465, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.8044 2021-06-17 19:22:28,154 - mmaction - INFO - Epoch [29][560/1879] lr: 2.000e-02, eta: 21:59:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8391, loss_cls: 1.5321, loss: 1.5321, grad_norm: 3.7962 2021-06-17 19:22:39,295 - mmaction - INFO - Epoch [29][580/1879] lr: 2.000e-02, eta: 21:59:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8371, loss_cls: 1.5588, loss: 1.5588, grad_norm: 3.9597 2021-06-17 19:22:50,442 - mmaction - INFO - Epoch [29][600/1879] lr: 2.000e-02, eta: 21:58:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8262, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.9628 2021-06-17 19:23:01,579 - mmaction - INFO - Epoch [29][620/1879] lr: 2.000e-02, eta: 21:58:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8461, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.8806 2021-06-17 19:23:12,722 - mmaction - INFO - Epoch [29][640/1879] lr: 2.000e-02, eta: 21:58:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8371, loss_cls: 1.5536, loss: 1.5536, grad_norm: 3.8435 2021-06-17 19:23:23,852 - mmaction - INFO - Epoch [29][660/1879] lr: 2.000e-02, eta: 21:58:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8387, loss_cls: 1.4894, loss: 1.4894, grad_norm: 3.7918 2021-06-17 19:23:35,006 - mmaction - INFO - Epoch [29][680/1879] lr: 2.000e-02, eta: 21:57:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8500, loss_cls: 1.5287, loss: 1.5287, grad_norm: 3.9409 2021-06-17 19:23:46,167 - mmaction - INFO - Epoch [29][700/1879] lr: 2.000e-02, eta: 21:57:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8430, loss_cls: 1.5625, loss: 1.5625, grad_norm: 3.9292 2021-06-17 19:23:57,305 - mmaction - INFO - Epoch [29][720/1879] lr: 2.000e-02, eta: 21:57:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8371, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.8308 2021-06-17 19:24:08,447 - mmaction - INFO - Epoch [29][740/1879] lr: 2.000e-02, eta: 21:57:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8359, loss_cls: 1.5335, loss: 1.5335, grad_norm: 3.8442 2021-06-17 19:24:19,599 - mmaction - INFO - Epoch [29][760/1879] lr: 2.000e-02, eta: 21:57:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8418, loss_cls: 1.5240, loss: 1.5240, grad_norm: 3.8108 2021-06-17 19:24:30,739 - mmaction - INFO - Epoch [29][780/1879] lr: 2.000e-02, eta: 21:56:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8438, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.8144 2021-06-17 19:24:41,880 - mmaction - INFO - Epoch [29][800/1879] lr: 2.000e-02, eta: 21:56:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8527, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.8261 2021-06-17 19:24:52,988 - mmaction - INFO - Epoch [29][820/1879] lr: 2.000e-02, eta: 21:56:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8418, loss_cls: 1.5606, loss: 1.5606, grad_norm: 3.9165 2021-06-17 19:25:04,166 - mmaction - INFO - Epoch [29][840/1879] lr: 2.000e-02, eta: 21:56:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.8703 2021-06-17 19:25:15,301 - mmaction - INFO - Epoch [29][860/1879] lr: 2.000e-02, eta: 21:55:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8391, loss_cls: 1.5108, loss: 1.5108, grad_norm: 3.8353 2021-06-17 19:25:26,441 - mmaction - INFO - Epoch [29][880/1879] lr: 2.000e-02, eta: 21:55:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8371, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.8212 2021-06-17 19:25:37,573 - mmaction - INFO - Epoch [29][900/1879] lr: 2.000e-02, eta: 21:55:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8398, loss_cls: 1.5542, loss: 1.5542, grad_norm: 3.8929 2021-06-17 19:25:48,728 - mmaction - INFO - Epoch [29][920/1879] lr: 2.000e-02, eta: 21:55:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8543, loss_cls: 1.4991, loss: 1.4991, grad_norm: 3.9013 2021-06-17 19:25:59,877 - mmaction - INFO - Epoch [29][940/1879] lr: 2.000e-02, eta: 21:55:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5693, loss: 1.5693, grad_norm: 3.8631 2021-06-17 19:26:11,033 - mmaction - INFO - Epoch [29][960/1879] lr: 2.000e-02, eta: 21:54:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8340, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.8530 2021-06-17 19:26:22,163 - mmaction - INFO - Epoch [29][980/1879] lr: 2.000e-02, eta: 21:54:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8410, loss_cls: 1.5386, loss: 1.5386, grad_norm: 3.9183 2021-06-17 19:26:33,320 - mmaction - INFO - Epoch [29][1000/1879] lr: 2.000e-02, eta: 21:54:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8398, loss_cls: 1.5410, loss: 1.5410, grad_norm: 3.9030 2021-06-17 19:26:44,469 - mmaction - INFO - Epoch [29][1020/1879] lr: 2.000e-02, eta: 21:54:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8422, loss_cls: 1.5075, loss: 1.5075, grad_norm: 3.8662 2021-06-17 19:26:55,615 - mmaction - INFO - Epoch [29][1040/1879] lr: 2.000e-02, eta: 21:53:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.9311 2021-06-17 19:27:06,759 - mmaction - INFO - Epoch [29][1060/1879] lr: 2.000e-02, eta: 21:53:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8367, loss_cls: 1.5562, loss: 1.5562, grad_norm: 3.8028 2021-06-17 19:27:17,916 - mmaction - INFO - Epoch [29][1080/1879] lr: 2.000e-02, eta: 21:53:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8320, loss_cls: 1.5602, loss: 1.5602, grad_norm: 3.8681 2021-06-17 19:27:29,055 - mmaction - INFO - Epoch [29][1100/1879] lr: 2.000e-02, eta: 21:53:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.8889 2021-06-17 19:27:40,213 - mmaction - INFO - Epoch [29][1120/1879] lr: 2.000e-02, eta: 21:53:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8410, loss_cls: 1.5440, loss: 1.5440, grad_norm: 3.9396 2021-06-17 19:27:51,311 - mmaction - INFO - Epoch [29][1140/1879] lr: 2.000e-02, eta: 21:52:53, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8398, loss_cls: 1.5373, loss: 1.5373, grad_norm: 3.9168 2021-06-17 19:28:02,472 - mmaction - INFO - Epoch [29][1160/1879] lr: 2.000e-02, eta: 21:52:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5006, loss: 1.5006, grad_norm: 3.7663 2021-06-17 19:28:13,624 - mmaction - INFO - Epoch [29][1180/1879] lr: 2.000e-02, eta: 21:52:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8395, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.9767 2021-06-17 19:28:24,779 - mmaction - INFO - Epoch [29][1200/1879] lr: 2.000e-02, eta: 21:52:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8363, loss_cls: 1.5576, loss: 1.5576, grad_norm: 3.9377 2021-06-17 19:28:35,898 - mmaction - INFO - Epoch [29][1220/1879] lr: 2.000e-02, eta: 21:52:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5215, loss: 1.5215, grad_norm: 3.8629 2021-06-17 19:28:47,054 - mmaction - INFO - Epoch [29][1240/1879] lr: 2.000e-02, eta: 21:51:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8430, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.8883 2021-06-17 19:28:58,199 - mmaction - INFO - Epoch [29][1260/1879] lr: 2.000e-02, eta: 21:51:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8383, loss_cls: 1.5629, loss: 1.5629, grad_norm: 3.9162 2021-06-17 19:29:09,346 - mmaction - INFO - Epoch [29][1280/1879] lr: 2.000e-02, eta: 21:51:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.8946 2021-06-17 19:29:20,462 - mmaction - INFO - Epoch [29][1300/1879] lr: 2.000e-02, eta: 21:51:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.5685, loss: 1.5685, grad_norm: 3.8909 2021-06-17 19:29:31,591 - mmaction - INFO - Epoch [29][1320/1879] lr: 2.000e-02, eta: 21:50:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8227, loss_cls: 1.5781, loss: 1.5781, grad_norm: 3.9192 2021-06-17 19:29:42,777 - mmaction - INFO - Epoch [29][1340/1879] lr: 2.000e-02, eta: 21:50:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8395, loss_cls: 1.5802, loss: 1.5802, grad_norm: 3.9456 2021-06-17 19:29:53,890 - mmaction - INFO - Epoch [29][1360/1879] lr: 2.000e-02, eta: 21:50:27, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8254, loss_cls: 1.6248, loss: 1.6248, grad_norm: 3.9172 2021-06-17 19:30:05,031 - mmaction - INFO - Epoch [29][1380/1879] lr: 2.000e-02, eta: 21:50:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8363, loss_cls: 1.5457, loss: 1.5457, grad_norm: 3.8428 2021-06-17 19:30:16,130 - mmaction - INFO - Epoch [29][1400/1879] lr: 2.000e-02, eta: 21:50:00, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.9262 2021-06-17 19:30:27,284 - mmaction - INFO - Epoch [29][1420/1879] lr: 2.000e-02, eta: 21:49:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6059, top5_acc: 0.8379, loss_cls: 1.5910, loss: 1.5910, grad_norm: 3.9348 2021-06-17 19:30:38,446 - mmaction - INFO - Epoch [29][1440/1879] lr: 2.000e-02, eta: 21:49:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8406, loss_cls: 1.5549, loss: 1.5549, grad_norm: 3.9038 2021-06-17 19:30:49,600 - mmaction - INFO - Epoch [29][1460/1879] lr: 2.000e-02, eta: 21:49:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8434, loss_cls: 1.5887, loss: 1.5887, grad_norm: 3.8691 2021-06-17 19:31:00,733 - mmaction - INFO - Epoch [29][1480/1879] lr: 2.000e-02, eta: 21:49:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8336, loss_cls: 1.5869, loss: 1.5869, grad_norm: 3.8320 2021-06-17 19:31:11,869 - mmaction - INFO - Epoch [29][1500/1879] lr: 2.000e-02, eta: 21:48:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6141, loss: 1.6141, grad_norm: 3.9306 2021-06-17 19:31:23,020 - mmaction - INFO - Epoch [29][1520/1879] lr: 2.000e-02, eta: 21:48:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.7394 2021-06-17 19:31:34,173 - mmaction - INFO - Epoch [29][1540/1879] lr: 2.000e-02, eta: 21:48:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8230, loss_cls: 1.6109, loss: 1.6109, grad_norm: 3.8047 2021-06-17 19:31:45,343 - mmaction - INFO - Epoch [29][1560/1879] lr: 2.000e-02, eta: 21:48:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8465, loss_cls: 1.5368, loss: 1.5368, grad_norm: 3.8181 2021-06-17 19:31:56,489 - mmaction - INFO - Epoch [29][1580/1879] lr: 2.000e-02, eta: 21:48:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8344, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.9643 2021-06-17 19:32:07,636 - mmaction - INFO - Epoch [29][1600/1879] lr: 2.000e-02, eta: 21:47:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.8811 2021-06-17 19:32:18,769 - mmaction - INFO - Epoch [29][1620/1879] lr: 2.000e-02, eta: 21:47:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8426, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.8196 2021-06-17 19:32:29,945 - mmaction - INFO - Epoch [29][1640/1879] lr: 2.000e-02, eta: 21:47:22, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8430, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.8563 2021-06-17 19:32:41,086 - mmaction - INFO - Epoch [29][1660/1879] lr: 2.000e-02, eta: 21:47:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8457, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.9312 2021-06-17 19:32:52,247 - mmaction - INFO - Epoch [29][1680/1879] lr: 2.000e-02, eta: 21:46:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8332, loss_cls: 1.6109, loss: 1.6109, grad_norm: 3.9979 2021-06-17 19:33:03,398 - mmaction - INFO - Epoch [29][1700/1879] lr: 2.000e-02, eta: 21:46:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8230, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.8997 2021-06-17 19:33:14,560 - mmaction - INFO - Epoch [29][1720/1879] lr: 2.000e-02, eta: 21:46:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8316, loss_cls: 1.5787, loss: 1.5787, grad_norm: 3.9072 2021-06-17 19:33:25,713 - mmaction - INFO - Epoch [29][1740/1879] lr: 2.000e-02, eta: 21:46:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8395, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.7955 2021-06-17 19:33:36,853 - mmaction - INFO - Epoch [29][1760/1879] lr: 2.000e-02, eta: 21:46:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8352, loss_cls: 1.5625, loss: 1.5625, grad_norm: 3.8626 2021-06-17 19:33:48,009 - mmaction - INFO - Epoch [29][1780/1879] lr: 2.000e-02, eta: 21:45:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6035, top5_acc: 0.8297, loss_cls: 1.6371, loss: 1.6371, grad_norm: 3.9845 2021-06-17 19:33:59,145 - mmaction - INFO - Epoch [29][1800/1879] lr: 2.000e-02, eta: 21:45:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8367, loss_cls: 1.5657, loss: 1.5657, grad_norm: 3.8637 2021-06-17 19:34:10,285 - mmaction - INFO - Epoch [29][1820/1879] lr: 2.000e-02, eta: 21:45:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8438, loss_cls: 1.5547, loss: 1.5547, grad_norm: 3.8893 2021-06-17 19:34:21,419 - mmaction - INFO - Epoch [29][1840/1879] lr: 2.000e-02, eta: 21:45:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8324, loss_cls: 1.6113, loss: 1.6113, grad_norm: 3.9027 2021-06-17 19:34:32,587 - mmaction - INFO - Epoch [29][1860/1879] lr: 2.000e-02, eta: 21:44:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8363, loss_cls: 1.6264, loss: 1.6264, grad_norm: 3.8668 2021-06-17 19:34:44,255 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-06-17 19:36:00,972 - mmaction - INFO - Epoch [30][20/1879] lr: 2.000e-02, eta: 21:46:44, time: 3.802, data_time: 3.185, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8426, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.8023 2021-06-17 19:36:12,140 - mmaction - INFO - Epoch [30][40/1879] lr: 2.000e-02, eta: 21:46:31, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8445, loss_cls: 1.4884, loss: 1.4884, grad_norm: 3.7364 2021-06-17 19:36:23,255 - mmaction - INFO - Epoch [30][60/1879] lr: 2.000e-02, eta: 21:46:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5939, loss: 1.5939, grad_norm: 3.9825 2021-06-17 19:36:34,382 - mmaction - INFO - Epoch [30][80/1879] lr: 2.000e-02, eta: 21:46:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8504, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.7876 2021-06-17 19:36:45,491 - mmaction - INFO - Epoch [30][100/1879] lr: 2.000e-02, eta: 21:45:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8316, loss_cls: 1.5651, loss: 1.5651, grad_norm: 3.8124 2021-06-17 19:36:56,622 - mmaction - INFO - Epoch [30][120/1879] lr: 2.000e-02, eta: 21:45:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8395, loss_cls: 1.5420, loss: 1.5420, grad_norm: 3.8152 2021-06-17 19:37:07,731 - mmaction - INFO - Epoch [30][140/1879] lr: 2.000e-02, eta: 21:45:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.8374 2021-06-17 19:37:18,882 - mmaction - INFO - Epoch [30][160/1879] lr: 2.000e-02, eta: 21:45:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8457, loss_cls: 1.5325, loss: 1.5325, grad_norm: 3.8858 2021-06-17 19:37:30,027 - mmaction - INFO - Epoch [30][180/1879] lr: 2.000e-02, eta: 21:44:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8418, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.7511 2021-06-17 19:37:41,166 - mmaction - INFO - Epoch [30][200/1879] lr: 2.000e-02, eta: 21:44:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4825, loss: 1.4825, grad_norm: 3.8738 2021-06-17 19:37:52,304 - mmaction - INFO - Epoch [30][220/1879] lr: 2.000e-02, eta: 21:44:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8488, loss_cls: 1.4764, loss: 1.4764, grad_norm: 3.7696 2021-06-17 19:38:03,434 - mmaction - INFO - Epoch [30][240/1879] lr: 2.000e-02, eta: 21:44:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8488, loss_cls: 1.4865, loss: 1.4865, grad_norm: 3.8081 2021-06-17 19:38:14,583 - mmaction - INFO - Epoch [30][260/1879] lr: 2.000e-02, eta: 21:44:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8395, loss_cls: 1.5237, loss: 1.5237, grad_norm: 3.9640 2021-06-17 19:38:25,735 - mmaction - INFO - Epoch [30][280/1879] lr: 2.000e-02, eta: 21:43:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8410, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.8655 2021-06-17 19:38:36,873 - mmaction - INFO - Epoch [30][300/1879] lr: 2.000e-02, eta: 21:43:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8500, loss_cls: 1.4870, loss: 1.4870, grad_norm: 3.8317 2021-06-17 19:38:48,016 - mmaction - INFO - Epoch [30][320/1879] lr: 2.000e-02, eta: 21:43:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8621, loss_cls: 1.4429, loss: 1.4429, grad_norm: 3.7992 2021-06-17 19:38:59,164 - mmaction - INFO - Epoch [30][340/1879] lr: 2.000e-02, eta: 21:43:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8375, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.9165 2021-06-17 19:39:10,306 - mmaction - INFO - Epoch [30][360/1879] lr: 2.000e-02, eta: 21:42:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.8570 2021-06-17 19:39:21,460 - mmaction - INFO - Epoch [30][380/1879] lr: 2.000e-02, eta: 21:42:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8488, loss_cls: 1.4788, loss: 1.4788, grad_norm: 3.8593 2021-06-17 19:39:32,596 - mmaction - INFO - Epoch [30][400/1879] lr: 2.000e-02, eta: 21:42:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8359, loss_cls: 1.5673, loss: 1.5673, grad_norm: 3.9408 2021-06-17 19:39:43,740 - mmaction - INFO - Epoch [30][420/1879] lr: 2.000e-02, eta: 21:42:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5926, loss: 1.5926, grad_norm: 3.9455 2021-06-17 19:39:54,924 - mmaction - INFO - Epoch [30][440/1879] lr: 2.000e-02, eta: 21:42:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8395, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.8442 2021-06-17 19:40:06,068 - mmaction - INFO - Epoch [30][460/1879] lr: 2.000e-02, eta: 21:41:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8441, loss_cls: 1.5313, loss: 1.5313, grad_norm: 3.8269 2021-06-17 19:40:17,224 - mmaction - INFO - Epoch [30][480/1879] lr: 2.000e-02, eta: 21:41:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8328, loss_cls: 1.5827, loss: 1.5827, grad_norm: 3.9334 2021-06-17 19:40:28,361 - mmaction - INFO - Epoch [30][500/1879] lr: 2.000e-02, eta: 21:41:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.7896 2021-06-17 19:40:39,517 - mmaction - INFO - Epoch [30][520/1879] lr: 2.000e-02, eta: 21:41:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8547, loss_cls: 1.4731, loss: 1.4731, grad_norm: 3.8618 2021-06-17 19:40:50,682 - mmaction - INFO - Epoch [30][540/1879] lr: 2.000e-02, eta: 21:41:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8480, loss_cls: 1.5187, loss: 1.5187, grad_norm: 3.8057 2021-06-17 19:41:01,842 - mmaction - INFO - Epoch [30][560/1879] lr: 2.000e-02, eta: 21:40:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8473, loss_cls: 1.4962, loss: 1.4962, grad_norm: 3.8893 2021-06-17 19:41:12,979 - mmaction - INFO - Epoch [30][580/1879] lr: 2.000e-02, eta: 21:40:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8402, loss_cls: 1.5591, loss: 1.5591, grad_norm: 3.8263 2021-06-17 19:41:24,124 - mmaction - INFO - Epoch [30][600/1879] lr: 2.000e-02, eta: 21:40:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8387, loss_cls: 1.5207, loss: 1.5207, grad_norm: 3.8804 2021-06-17 19:41:35,281 - mmaction - INFO - Epoch [30][620/1879] lr: 2.000e-02, eta: 21:40:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8520, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.0104 2021-06-17 19:41:46,421 - mmaction - INFO - Epoch [30][640/1879] lr: 2.000e-02, eta: 21:39:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8395, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.9075 2021-06-17 19:41:57,571 - mmaction - INFO - Epoch [30][660/1879] lr: 2.000e-02, eta: 21:39:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8371, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.8377 2021-06-17 19:42:08,718 - mmaction - INFO - Epoch [30][680/1879] lr: 2.000e-02, eta: 21:39:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8375, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.8135 2021-06-17 19:42:19,879 - mmaction - INFO - Epoch [30][700/1879] lr: 2.000e-02, eta: 21:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5313, loss: 1.5313, grad_norm: 3.7645 2021-06-17 19:42:31,028 - mmaction - INFO - Epoch [30][720/1879] lr: 2.000e-02, eta: 21:39:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8441, loss_cls: 1.5156, loss: 1.5156, grad_norm: 3.8388 2021-06-17 19:42:42,181 - mmaction - INFO - Epoch [30][740/1879] lr: 2.000e-02, eta: 21:38:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8445, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.9073 2021-06-17 19:42:53,345 - mmaction - INFO - Epoch [30][760/1879] lr: 2.000e-02, eta: 21:38:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8555, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.9544 2021-06-17 19:43:04,483 - mmaction - INFO - Epoch [30][780/1879] lr: 2.000e-02, eta: 21:38:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8422, loss_cls: 1.5758, loss: 1.5758, grad_norm: 3.9128 2021-06-17 19:43:15,629 - mmaction - INFO - Epoch [30][800/1879] lr: 2.000e-02, eta: 21:38:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8324, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.8348 2021-06-17 19:43:26,744 - mmaction - INFO - Epoch [30][820/1879] lr: 2.000e-02, eta: 21:37:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8363, loss_cls: 1.5654, loss: 1.5654, grad_norm: 3.9816 2021-06-17 19:43:37,891 - mmaction - INFO - Epoch [30][840/1879] lr: 2.000e-02, eta: 21:37:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8379, loss_cls: 1.5378, loss: 1.5378, grad_norm: 3.8888 2021-06-17 19:43:49,055 - mmaction - INFO - Epoch [30][860/1879] lr: 2.000e-02, eta: 21:37:29, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8465, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.8782 2021-06-17 19:44:00,213 - mmaction - INFO - Epoch [30][880/1879] lr: 2.000e-02, eta: 21:37:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8500, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.8187 2021-06-17 19:44:11,361 - mmaction - INFO - Epoch [30][900/1879] lr: 2.000e-02, eta: 21:37:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8449, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.7945 2021-06-17 19:44:22,519 - mmaction - INFO - Epoch [30][920/1879] lr: 2.000e-02, eta: 21:36:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8488, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.8274 2021-06-17 19:44:33,677 - mmaction - INFO - Epoch [30][940/1879] lr: 2.000e-02, eta: 21:36:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8332, loss_cls: 1.5655, loss: 1.5655, grad_norm: 3.8940 2021-06-17 19:44:44,899 - mmaction - INFO - Epoch [30][960/1879] lr: 2.000e-02, eta: 21:36:23, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8320, loss_cls: 1.5941, loss: 1.5941, grad_norm: 3.9132 2021-06-17 19:44:56,039 - mmaction - INFO - Epoch [30][980/1879] lr: 2.000e-02, eta: 21:36:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5957, top5_acc: 0.8359, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.9505 2021-06-17 19:45:07,212 - mmaction - INFO - Epoch [30][1000/1879] lr: 2.000e-02, eta: 21:35:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8473, loss_cls: 1.5616, loss: 1.5616, grad_norm: 3.8197 2021-06-17 19:45:18,366 - mmaction - INFO - Epoch [30][1020/1879] lr: 2.000e-02, eta: 21:35:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8371, loss_cls: 1.5823, loss: 1.5823, grad_norm: 3.9277 2021-06-17 19:45:29,509 - mmaction - INFO - Epoch [30][1040/1879] lr: 2.000e-02, eta: 21:35:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8414, loss_cls: 1.5282, loss: 1.5282, grad_norm: 3.8893 2021-06-17 19:45:40,671 - mmaction - INFO - Epoch [30][1060/1879] lr: 2.000e-02, eta: 21:35:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8445, loss_cls: 1.5063, loss: 1.5063, grad_norm: 3.8690 2021-06-17 19:45:51,819 - mmaction - INFO - Epoch [30][1080/1879] lr: 2.000e-02, eta: 21:35:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8293, loss_cls: 1.5996, loss: 1.5996, grad_norm: 3.9745 2021-06-17 19:46:02,966 - mmaction - INFO - Epoch [30][1100/1879] lr: 2.000e-02, eta: 21:34:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8383, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.8694 2021-06-17 19:46:14,132 - mmaction - INFO - Epoch [30][1120/1879] lr: 2.000e-02, eta: 21:34:38, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8203, loss_cls: 1.6158, loss: 1.6158, grad_norm: 3.8935 2021-06-17 19:46:25,277 - mmaction - INFO - Epoch [30][1140/1879] lr: 2.000e-02, eta: 21:34:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8422, loss_cls: 1.5712, loss: 1.5712, grad_norm: 3.8809 2021-06-17 19:46:36,427 - mmaction - INFO - Epoch [30][1160/1879] lr: 2.000e-02, eta: 21:34:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8301, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.0081 2021-06-17 19:46:47,563 - mmaction - INFO - Epoch [30][1180/1879] lr: 2.000e-02, eta: 21:33:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8406, loss_cls: 1.5603, loss: 1.5603, grad_norm: 3.9483 2021-06-17 19:46:58,695 - mmaction - INFO - Epoch [30][1200/1879] lr: 2.000e-02, eta: 21:33:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8395, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.8908 2021-06-17 19:47:09,867 - mmaction - INFO - Epoch [30][1220/1879] lr: 2.000e-02, eta: 21:33:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.5855, top5_acc: 0.8246, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.0227 2021-06-17 19:47:21,025 - mmaction - INFO - Epoch [30][1240/1879] lr: 2.000e-02, eta: 21:33:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8367, loss_cls: 1.5796, loss: 1.5796, grad_norm: 3.8302 2021-06-17 19:47:32,187 - mmaction - INFO - Epoch [30][1260/1879] lr: 2.000e-02, eta: 21:33:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8496, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.7684 2021-06-17 19:47:43,345 - mmaction - INFO - Epoch [30][1280/1879] lr: 2.000e-02, eta: 21:32:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8426, loss_cls: 1.5544, loss: 1.5544, grad_norm: 3.8532 2021-06-17 19:47:54,482 - mmaction - INFO - Epoch [30][1300/1879] lr: 2.000e-02, eta: 21:32:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8332, loss_cls: 1.5652, loss: 1.5652, grad_norm: 3.8676 2021-06-17 19:48:05,637 - mmaction - INFO - Epoch [30][1320/1879] lr: 2.000e-02, eta: 21:32:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8344, loss_cls: 1.5659, loss: 1.5659, grad_norm: 3.9498 2021-06-17 19:48:16,763 - mmaction - INFO - Epoch [30][1340/1879] lr: 2.000e-02, eta: 21:32:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.7902 2021-06-17 19:48:27,919 - mmaction - INFO - Epoch [30][1360/1879] lr: 2.000e-02, eta: 21:32:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8215, loss_cls: 1.6411, loss: 1.6411, grad_norm: 4.0296 2021-06-17 19:48:39,054 - mmaction - INFO - Epoch [30][1380/1879] lr: 2.000e-02, eta: 21:31:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8344, loss_cls: 1.5874, loss: 1.5874, grad_norm: 3.8657 2021-06-17 19:48:50,205 - mmaction - INFO - Epoch [30][1400/1879] lr: 2.000e-02, eta: 21:31:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8316, loss_cls: 1.5829, loss: 1.5829, grad_norm: 3.8988 2021-06-17 19:49:01,418 - mmaction - INFO - Epoch [30][1420/1879] lr: 2.000e-02, eta: 21:31:21, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8449, loss_cls: 1.4965, loss: 1.4965, grad_norm: 3.8250 2021-06-17 19:49:12,507 - mmaction - INFO - Epoch [30][1440/1879] lr: 2.000e-02, eta: 21:31:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8488, loss_cls: 1.5502, loss: 1.5502, grad_norm: 3.9178 2021-06-17 19:49:23,643 - mmaction - INFO - Epoch [30][1460/1879] lr: 2.000e-02, eta: 21:30:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.8366 2021-06-17 19:49:34,771 - mmaction - INFO - Epoch [30][1480/1879] lr: 2.000e-02, eta: 21:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8434, loss_cls: 1.5536, loss: 1.5536, grad_norm: 3.8565 2021-06-17 19:49:45,911 - mmaction - INFO - Epoch [30][1500/1879] lr: 2.000e-02, eta: 21:30:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8441, loss_cls: 1.5243, loss: 1.5243, grad_norm: 3.8949 2021-06-17 19:49:57,062 - mmaction - INFO - Epoch [30][1520/1879] lr: 2.000e-02, eta: 21:30:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8309, loss_cls: 1.5795, loss: 1.5795, grad_norm: 3.8702 2021-06-17 19:50:08,230 - mmaction - INFO - Epoch [30][1540/1879] lr: 2.000e-02, eta: 21:30:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8281, loss_cls: 1.5990, loss: 1.5990, grad_norm: 3.8891 2021-06-17 19:50:19,372 - mmaction - INFO - Epoch [30][1560/1879] lr: 2.000e-02, eta: 21:29:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8445, loss_cls: 1.5460, loss: 1.5460, grad_norm: 3.7429 2021-06-17 19:50:30,510 - mmaction - INFO - Epoch [30][1580/1879] lr: 2.000e-02, eta: 21:29:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5579, loss: 1.5579, grad_norm: 3.7835 2021-06-17 19:50:41,654 - mmaction - INFO - Epoch [30][1600/1879] lr: 2.000e-02, eta: 21:29:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8395, loss_cls: 1.5675, loss: 1.5675, grad_norm: 3.8488 2021-06-17 19:50:52,824 - mmaction - INFO - Epoch [30][1620/1879] lr: 2.000e-02, eta: 21:29:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8211, loss_cls: 1.6433, loss: 1.6433, grad_norm: 3.8948 2021-06-17 19:51:03,987 - mmaction - INFO - Epoch [30][1640/1879] lr: 2.000e-02, eta: 21:28:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8375, loss_cls: 1.5870, loss: 1.5870, grad_norm: 3.8726 2021-06-17 19:51:15,137 - mmaction - INFO - Epoch [30][1660/1879] lr: 2.000e-02, eta: 21:28:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5675, loss: 1.5675, grad_norm: 3.8039 2021-06-17 19:51:26,276 - mmaction - INFO - Epoch [30][1680/1879] lr: 2.000e-02, eta: 21:28:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8328, loss_cls: 1.5650, loss: 1.5650, grad_norm: 3.8795 2021-06-17 19:51:37,410 - mmaction - INFO - Epoch [30][1700/1879] lr: 2.000e-02, eta: 21:28:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8430, loss_cls: 1.5343, loss: 1.5343, grad_norm: 3.8866 2021-06-17 19:51:48,546 - mmaction - INFO - Epoch [30][1720/1879] lr: 2.000e-02, eta: 21:28:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8340, loss_cls: 1.5719, loss: 1.5719, grad_norm: 3.8732 2021-06-17 19:51:59,721 - mmaction - INFO - Epoch [30][1740/1879] lr: 2.000e-02, eta: 21:27:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6066, top5_acc: 0.8273, loss_cls: 1.6243, loss: 1.6243, grad_norm: 3.9886 2021-06-17 19:52:10,879 - mmaction - INFO - Epoch [30][1760/1879] lr: 2.000e-02, eta: 21:27:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8445, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.8845 2021-06-17 19:52:22,038 - mmaction - INFO - Epoch [30][1780/1879] lr: 2.000e-02, eta: 21:27:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.5971, loss: 1.5971, grad_norm: 3.9369 2021-06-17 19:52:33,178 - mmaction - INFO - Epoch [30][1800/1879] lr: 2.000e-02, eta: 21:27:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8320, loss_cls: 1.5637, loss: 1.5637, grad_norm: 3.9217 2021-06-17 19:52:44,330 - mmaction - INFO - Epoch [30][1820/1879] lr: 2.000e-02, eta: 21:26:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6012, top5_acc: 0.8254, loss_cls: 1.5960, loss: 1.5960, grad_norm: 3.8555 2021-06-17 19:52:55,483 - mmaction - INFO - Epoch [30][1840/1879] lr: 2.000e-02, eta: 21:26:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5837, loss: 1.5837, grad_norm: 3.8323 2021-06-17 19:53:06,638 - mmaction - INFO - Epoch [30][1860/1879] lr: 2.000e-02, eta: 21:26:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6043, top5_acc: 0.8375, loss_cls: 1.6123, loss: 1.6123, grad_norm: 3.9920 2021-06-17 19:53:18,548 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-06-17 19:54:34,353 - mmaction - INFO - Epoch [31][20/1879] lr: 2.000e-02, eta: 21:28:12, time: 3.773, data_time: 3.191, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8398, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.8903 2021-06-17 19:54:45,519 - mmaction - INFO - Epoch [31][40/1879] lr: 2.000e-02, eta: 21:27:59, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8496, loss_cls: 1.5235, loss: 1.5235, grad_norm: 3.8536 2021-06-17 19:54:56,627 - mmaction - INFO - Epoch [31][60/1879] lr: 2.000e-02, eta: 21:27:46, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8391, loss_cls: 1.5306, loss: 1.5306, grad_norm: 3.8361 2021-06-17 19:55:07,825 - mmaction - INFO - Epoch [31][80/1879] lr: 2.000e-02, eta: 21:27:33, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.8782 2021-06-17 19:55:18,895 - mmaction - INFO - Epoch [31][100/1879] lr: 2.000e-02, eta: 21:27:19, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8527, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.7246 2021-06-17 19:55:30,027 - mmaction - INFO - Epoch [31][120/1879] lr: 2.000e-02, eta: 21:27:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6441, top5_acc: 0.8523, loss_cls: 1.4417, loss: 1.4417, grad_norm: 3.7921 2021-06-17 19:55:41,149 - mmaction - INFO - Epoch [31][140/1879] lr: 2.000e-02, eta: 21:26:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5622, loss: 1.5622, grad_norm: 3.9192 2021-06-17 19:55:52,267 - mmaction - INFO - Epoch [31][160/1879] lr: 2.000e-02, eta: 21:26:40, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8383, loss_cls: 1.5437, loss: 1.5437, grad_norm: 3.9750 2021-06-17 19:56:03,390 - mmaction - INFO - Epoch [31][180/1879] lr: 2.000e-02, eta: 21:26:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8520, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.9359 2021-06-17 19:56:14,529 - mmaction - INFO - Epoch [31][200/1879] lr: 2.000e-02, eta: 21:26:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8414, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.8541 2021-06-17 19:56:25,670 - mmaction - INFO - Epoch [31][220/1879] lr: 2.000e-02, eta: 21:26:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8480, loss_cls: 1.5095, loss: 1.5095, grad_norm: 3.9106 2021-06-17 19:56:36,816 - mmaction - INFO - Epoch [31][240/1879] lr: 2.000e-02, eta: 21:25:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5105, loss: 1.5105, grad_norm: 3.8385 2021-06-17 19:56:47,952 - mmaction - INFO - Epoch [31][260/1879] lr: 2.000e-02, eta: 21:25:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8434, loss_cls: 1.5096, loss: 1.5096, grad_norm: 3.9017 2021-06-17 19:56:59,089 - mmaction - INFO - Epoch [31][280/1879] lr: 2.000e-02, eta: 21:25:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8473, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.9342 2021-06-17 19:57:10,236 - mmaction - INFO - Epoch [31][300/1879] lr: 2.000e-02, eta: 21:25:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8430, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.8879 2021-06-17 19:57:21,375 - mmaction - INFO - Epoch [31][320/1879] lr: 2.000e-02, eta: 21:24:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6449, top5_acc: 0.8480, loss_cls: 1.4526, loss: 1.4526, grad_norm: 3.7620 2021-06-17 19:57:32,521 - mmaction - INFO - Epoch [31][340/1879] lr: 2.000e-02, eta: 21:24:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8449, loss_cls: 1.5172, loss: 1.5172, grad_norm: 4.0156 2021-06-17 19:57:43,666 - mmaction - INFO - Epoch [31][360/1879] lr: 2.000e-02, eta: 21:24:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8504, loss_cls: 1.4662, loss: 1.4662, grad_norm: 3.8915 2021-06-17 19:57:54,797 - mmaction - INFO - Epoch [31][380/1879] lr: 2.000e-02, eta: 21:24:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8449, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.8251 2021-06-17 19:58:05,964 - mmaction - INFO - Epoch [31][400/1879] lr: 2.000e-02, eta: 21:24:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5159, loss: 1.5159, grad_norm: 3.8272 2021-06-17 19:58:17,115 - mmaction - INFO - Epoch [31][420/1879] lr: 2.000e-02, eta: 21:23:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8492, loss_cls: 1.5374, loss: 1.5374, grad_norm: 3.9599 2021-06-17 19:58:28,244 - mmaction - INFO - Epoch [31][440/1879] lr: 2.000e-02, eta: 21:23:35, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8434, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.9006 2021-06-17 19:58:39,396 - mmaction - INFO - Epoch [31][460/1879] lr: 2.000e-02, eta: 21:23:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8531, loss_cls: 1.4673, loss: 1.4673, grad_norm: 3.8537 2021-06-17 19:58:50,546 - mmaction - INFO - Epoch [31][480/1879] lr: 2.000e-02, eta: 21:23:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8422, loss_cls: 1.5131, loss: 1.5131, grad_norm: 3.8568 2021-06-17 19:59:01,684 - mmaction - INFO - Epoch [31][500/1879] lr: 2.000e-02, eta: 21:22:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8543, loss_cls: 1.4469, loss: 1.4469, grad_norm: 3.9237 2021-06-17 19:59:12,828 - mmaction - INFO - Epoch [31][520/1879] lr: 2.000e-02, eta: 21:22:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8410, loss_cls: 1.5439, loss: 1.5439, grad_norm: 3.8834 2021-06-17 19:59:23,975 - mmaction - INFO - Epoch [31][540/1879] lr: 2.000e-02, eta: 21:22:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.8666 2021-06-17 19:59:35,111 - mmaction - INFO - Epoch [31][560/1879] lr: 2.000e-02, eta: 21:22:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8305, loss_cls: 1.5843, loss: 1.5843, grad_norm: 3.8255 2021-06-17 19:59:46,233 - mmaction - INFO - Epoch [31][580/1879] lr: 2.000e-02, eta: 21:22:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8348, loss_cls: 1.5570, loss: 1.5570, grad_norm: 3.8594 2021-06-17 19:59:57,396 - mmaction - INFO - Epoch [31][600/1879] lr: 2.000e-02, eta: 21:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8324, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.8092 2021-06-17 20:00:08,556 - mmaction - INFO - Epoch [31][620/1879] lr: 2.000e-02, eta: 21:21:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8434, loss_cls: 1.5141, loss: 1.5141, grad_norm: 3.8374 2021-06-17 20:00:19,701 - mmaction - INFO - Epoch [31][640/1879] lr: 2.000e-02, eta: 21:21:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.9267 2021-06-17 20:00:30,848 - mmaction - INFO - Epoch [31][660/1879] lr: 2.000e-02, eta: 21:21:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8520, loss_cls: 1.4598, loss: 1.4598, grad_norm: 3.8460 2021-06-17 20:00:41,994 - mmaction - INFO - Epoch [31][680/1879] lr: 2.000e-02, eta: 21:20:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4696, loss: 1.4696, grad_norm: 3.7991 2021-06-17 20:00:53,150 - mmaction - INFO - Epoch [31][700/1879] lr: 2.000e-02, eta: 21:20:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8441, loss_cls: 1.5512, loss: 1.5512, grad_norm: 3.9551 2021-06-17 20:01:04,307 - mmaction - INFO - Epoch [31][720/1879] lr: 2.000e-02, eta: 21:20:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8523, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.9218 2021-06-17 20:01:15,454 - mmaction - INFO - Epoch [31][740/1879] lr: 2.000e-02, eta: 21:20:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.9265 2021-06-17 20:01:26,587 - mmaction - INFO - Epoch [31][760/1879] lr: 2.000e-02, eta: 21:20:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8543, loss_cls: 1.4672, loss: 1.4672, grad_norm: 3.9836 2021-06-17 20:01:37,715 - mmaction - INFO - Epoch [31][780/1879] lr: 2.000e-02, eta: 21:19:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8457, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.9485 2021-06-17 20:01:48,849 - mmaction - INFO - Epoch [31][800/1879] lr: 2.000e-02, eta: 21:19:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8355, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.9241 2021-06-17 20:01:59,992 - mmaction - INFO - Epoch [31][820/1879] lr: 2.000e-02, eta: 21:19:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5665, loss: 1.5665, grad_norm: 3.9870 2021-06-17 20:02:11,137 - mmaction - INFO - Epoch [31][840/1879] lr: 2.000e-02, eta: 21:19:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8379, loss_cls: 1.5279, loss: 1.5279, grad_norm: 3.9094 2021-06-17 20:02:22,281 - mmaction - INFO - Epoch [31][860/1879] lr: 2.000e-02, eta: 21:18:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5471, loss: 1.5471, grad_norm: 3.9342 2021-06-17 20:02:33,421 - mmaction - INFO - Epoch [31][880/1879] lr: 2.000e-02, eta: 21:18:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8398, loss_cls: 1.5693, loss: 1.5693, grad_norm: 3.8973 2021-06-17 20:02:44,556 - mmaction - INFO - Epoch [31][900/1879] lr: 2.000e-02, eta: 21:18:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8480, loss_cls: 1.4546, loss: 1.4546, grad_norm: 3.8038 2021-06-17 20:02:55,704 - mmaction - INFO - Epoch [31][920/1879] lr: 2.000e-02, eta: 21:18:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8430, loss_cls: 1.5323, loss: 1.5323, grad_norm: 3.8930 2021-06-17 20:03:06,859 - mmaction - INFO - Epoch [31][940/1879] lr: 2.000e-02, eta: 21:18:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.8916 2021-06-17 20:03:17,993 - mmaction - INFO - Epoch [31][960/1879] lr: 2.000e-02, eta: 21:17:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8488, loss_cls: 1.5007, loss: 1.5007, grad_norm: 3.9239 2021-06-17 20:03:29,145 - mmaction - INFO - Epoch [31][980/1879] lr: 2.000e-02, eta: 21:17:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8363, loss_cls: 1.5304, loss: 1.5304, grad_norm: 3.7964 2021-06-17 20:03:40,300 - mmaction - INFO - Epoch [31][1000/1879] lr: 2.000e-02, eta: 21:17:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8473, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.8497 2021-06-17 20:03:51,455 - mmaction - INFO - Epoch [31][1020/1879] lr: 2.000e-02, eta: 21:17:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8426, loss_cls: 1.4982, loss: 1.4982, grad_norm: 3.8462 2021-06-17 20:04:02,592 - mmaction - INFO - Epoch [31][1040/1879] lr: 2.000e-02, eta: 21:17:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.8412 2021-06-17 20:04:13,707 - mmaction - INFO - Epoch [31][1060/1879] lr: 2.000e-02, eta: 21:16:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8426, loss_cls: 1.5294, loss: 1.5294, grad_norm: 4.0020 2021-06-17 20:04:24,849 - mmaction - INFO - Epoch [31][1080/1879] lr: 2.000e-02, eta: 21:16:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8469, loss_cls: 1.5332, loss: 1.5332, grad_norm: 3.9727 2021-06-17 20:04:35,976 - mmaction - INFO - Epoch [31][1100/1879] lr: 2.000e-02, eta: 21:16:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8414, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.8783 2021-06-17 20:04:47,133 - mmaction - INFO - Epoch [31][1120/1879] lr: 2.000e-02, eta: 21:16:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8285, loss_cls: 1.5746, loss: 1.5746, grad_norm: 3.9191 2021-06-17 20:04:58,271 - mmaction - INFO - Epoch [31][1140/1879] lr: 2.000e-02, eta: 21:15:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8395, loss_cls: 1.5558, loss: 1.5558, grad_norm: 3.9378 2021-06-17 20:05:09,447 - mmaction - INFO - Epoch [31][1160/1879] lr: 2.000e-02, eta: 21:15:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8434, loss_cls: 1.5198, loss: 1.5198, grad_norm: 3.8121 2021-06-17 20:05:20,584 - mmaction - INFO - Epoch [31][1180/1879] lr: 2.000e-02, eta: 21:15:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8430, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.8526 2021-06-17 20:05:31,729 - mmaction - INFO - Epoch [31][1200/1879] lr: 2.000e-02, eta: 21:15:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8496, loss_cls: 1.4962, loss: 1.4962, grad_norm: 3.8907 2021-06-17 20:05:42,871 - mmaction - INFO - Epoch [31][1220/1879] lr: 2.000e-02, eta: 21:15:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8355, loss_cls: 1.5619, loss: 1.5619, grad_norm: 3.9277 2021-06-17 20:05:54,022 - mmaction - INFO - Epoch [31][1240/1879] lr: 2.000e-02, eta: 21:14:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8352, loss_cls: 1.5688, loss: 1.5688, grad_norm: 3.8077 2021-06-17 20:06:05,140 - mmaction - INFO - Epoch [31][1260/1879] lr: 2.000e-02, eta: 21:14:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8332, loss_cls: 1.5588, loss: 1.5588, grad_norm: 3.9513 2021-06-17 20:06:16,256 - mmaction - INFO - Epoch [31][1280/1879] lr: 2.000e-02, eta: 21:14:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.6329, loss: 1.6329, grad_norm: 3.8824 2021-06-17 20:06:27,383 - mmaction - INFO - Epoch [31][1300/1879] lr: 2.000e-02, eta: 21:14:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8402, loss_cls: 1.5889, loss: 1.5889, grad_norm: 3.9104 2021-06-17 20:06:38,530 - mmaction - INFO - Epoch [31][1320/1879] lr: 2.000e-02, eta: 21:13:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.7850 2021-06-17 20:06:49,703 - mmaction - INFO - Epoch [31][1340/1879] lr: 2.000e-02, eta: 21:13:45, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8387, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.7756 2021-06-17 20:07:00,844 - mmaction - INFO - Epoch [31][1360/1879] lr: 2.000e-02, eta: 21:13:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8445, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.8760 2021-06-17 20:07:12,001 - mmaction - INFO - Epoch [31][1380/1879] lr: 2.000e-02, eta: 21:13:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8371, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.9268 2021-06-17 20:07:23,166 - mmaction - INFO - Epoch [31][1400/1879] lr: 2.000e-02, eta: 21:13:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6441, top5_acc: 0.8527, loss_cls: 1.4428, loss: 1.4428, grad_norm: 3.7085 2021-06-17 20:07:34,306 - mmaction - INFO - Epoch [31][1420/1879] lr: 2.000e-02, eta: 21:12:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.5374, loss: 1.5374, grad_norm: 3.9023 2021-06-17 20:07:45,446 - mmaction - INFO - Epoch [31][1440/1879] lr: 2.000e-02, eta: 21:12:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5343, loss: 1.5343, grad_norm: 3.8622 2021-06-17 20:07:56,566 - mmaction - INFO - Epoch [31][1460/1879] lr: 2.000e-02, eta: 21:12:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8262, loss_cls: 1.6001, loss: 1.6001, grad_norm: 3.8443 2021-06-17 20:08:07,711 - mmaction - INFO - Epoch [31][1480/1879] lr: 2.000e-02, eta: 21:12:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.5457, loss: 1.5457, grad_norm: 3.8326 2021-06-17 20:08:18,851 - mmaction - INFO - Epoch [31][1500/1879] lr: 2.000e-02, eta: 21:12:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8371, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.8152 2021-06-17 20:08:29,971 - mmaction - INFO - Epoch [31][1520/1879] lr: 2.000e-02, eta: 21:11:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8441, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.7234 2021-06-17 20:08:41,114 - mmaction - INFO - Epoch [31][1540/1879] lr: 2.000e-02, eta: 21:11:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8313, loss_cls: 1.5487, loss: 1.5487, grad_norm: 3.9039 2021-06-17 20:08:52,255 - mmaction - INFO - Epoch [31][1560/1879] lr: 2.000e-02, eta: 21:11:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8355, loss_cls: 1.6100, loss: 1.6100, grad_norm: 3.9159 2021-06-17 20:09:03,384 - mmaction - INFO - Epoch [31][1580/1879] lr: 2.000e-02, eta: 21:11:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8363, loss_cls: 1.5635, loss: 1.5635, grad_norm: 3.8482 2021-06-17 20:09:14,532 - mmaction - INFO - Epoch [31][1600/1879] lr: 2.000e-02, eta: 21:10:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8258, loss_cls: 1.6067, loss: 1.6067, grad_norm: 3.8969 2021-06-17 20:09:25,674 - mmaction - INFO - Epoch [31][1620/1879] lr: 2.000e-02, eta: 21:10:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8488, loss_cls: 1.5008, loss: 1.5008, grad_norm: 3.8005 2021-06-17 20:09:36,805 - mmaction - INFO - Epoch [31][1640/1879] lr: 2.000e-02, eta: 21:10:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8340, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.7789 2021-06-17 20:09:47,931 - mmaction - INFO - Epoch [31][1660/1879] lr: 2.000e-02, eta: 21:10:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8449, loss_cls: 1.5511, loss: 1.5511, grad_norm: 3.8353 2021-06-17 20:09:59,063 - mmaction - INFO - Epoch [31][1680/1879] lr: 2.000e-02, eta: 21:10:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8457, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.8118 2021-06-17 20:10:10,241 - mmaction - INFO - Epoch [31][1700/1879] lr: 2.000e-02, eta: 21:09:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8402, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.8690 2021-06-17 20:10:21,367 - mmaction - INFO - Epoch [31][1720/1879] lr: 2.000e-02, eta: 21:09:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5410, loss: 1.5410, grad_norm: 3.8120 2021-06-17 20:10:32,530 - mmaction - INFO - Epoch [31][1740/1879] lr: 2.000e-02, eta: 21:09:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8457, loss_cls: 1.5263, loss: 1.5263, grad_norm: 3.8894 2021-06-17 20:10:43,686 - mmaction - INFO - Epoch [31][1760/1879] lr: 2.000e-02, eta: 21:09:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8371, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.8825 2021-06-17 20:10:54,823 - mmaction - INFO - Epoch [31][1780/1879] lr: 2.000e-02, eta: 21:08:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8477, loss_cls: 1.5350, loss: 1.5350, grad_norm: 3.9342 2021-06-17 20:11:05,978 - mmaction - INFO - Epoch [31][1800/1879] lr: 2.000e-02, eta: 21:08:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8406, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.9071 2021-06-17 20:11:17,128 - mmaction - INFO - Epoch [31][1820/1879] lr: 2.000e-02, eta: 21:08:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8344, loss_cls: 1.5822, loss: 1.5822, grad_norm: 3.9743 2021-06-17 20:11:28,262 - mmaction - INFO - Epoch [31][1840/1879] lr: 2.000e-02, eta: 21:08:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.7904 2021-06-17 20:11:39,386 - mmaction - INFO - Epoch [31][1860/1879] lr: 2.000e-02, eta: 21:08:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8539, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.7611 2021-06-17 20:11:50,909 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-06-17 20:13:14,377 - mmaction - INFO - Epoch [32][20/1879] lr: 2.000e-02, eta: 21:09:55, time: 4.138, data_time: 3.572, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8473, loss_cls: 1.4859, loss: 1.4859, grad_norm: 3.7065 2021-06-17 20:13:25,519 - mmaction - INFO - Epoch [32][40/1879] lr: 2.000e-02, eta: 21:09:42, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8594, loss_cls: 1.4308, loss: 1.4308, grad_norm: 3.8076 2021-06-17 20:13:36,618 - mmaction - INFO - Epoch [32][60/1879] lr: 2.000e-02, eta: 21:09:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.8021 2021-06-17 20:13:47,753 - mmaction - INFO - Epoch [32][80/1879] lr: 2.000e-02, eta: 21:09:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5569, loss: 1.5569, grad_norm: 3.8515 2021-06-17 20:13:58,869 - mmaction - INFO - Epoch [32][100/1879] lr: 2.000e-02, eta: 21:09:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8539, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.8160 2021-06-17 20:14:10,005 - mmaction - INFO - Epoch [32][120/1879] lr: 2.000e-02, eta: 21:08:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8500, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.8655 2021-06-17 20:14:21,113 - mmaction - INFO - Epoch [32][140/1879] lr: 2.000e-02, eta: 21:08:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8430, loss_cls: 1.4887, loss: 1.4887, grad_norm: 3.9546 2021-06-17 20:14:32,259 - mmaction - INFO - Epoch [32][160/1879] lr: 2.000e-02, eta: 21:08:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5479, loss: 1.5479, grad_norm: 4.0101 2021-06-17 20:14:43,390 - mmaction - INFO - Epoch [32][180/1879] lr: 2.000e-02, eta: 21:08:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8375, loss_cls: 1.5380, loss: 1.5380, grad_norm: 3.8076 2021-06-17 20:14:54,532 - mmaction - INFO - Epoch [32][200/1879] lr: 2.000e-02, eta: 21:07:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.8291 2021-06-17 20:15:05,772 - mmaction - INFO - Epoch [32][220/1879] lr: 2.000e-02, eta: 21:07:44, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8449, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.8616 2021-06-17 20:15:16,922 - mmaction - INFO - Epoch [32][240/1879] lr: 2.000e-02, eta: 21:07:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8465, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.8544 2021-06-17 20:15:28,087 - mmaction - INFO - Epoch [32][260/1879] lr: 2.000e-02, eta: 21:07:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8445, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.9029 2021-06-17 20:15:39,264 - mmaction - INFO - Epoch [32][280/1879] lr: 2.000e-02, eta: 21:07:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8430, loss_cls: 1.4918, loss: 1.4918, grad_norm: 3.8758 2021-06-17 20:15:50,419 - mmaction - INFO - Epoch [32][300/1879] lr: 2.000e-02, eta: 21:06:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8352, loss_cls: 1.5386, loss: 1.5386, grad_norm: 3.9098 2021-06-17 20:16:01,561 - mmaction - INFO - Epoch [32][320/1879] lr: 2.000e-02, eta: 21:06:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8379, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.9472 2021-06-17 20:16:12,684 - mmaction - INFO - Epoch [32][340/1879] lr: 2.000e-02, eta: 21:06:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8516, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.8800 2021-06-17 20:16:23,838 - mmaction - INFO - Epoch [32][360/1879] lr: 2.000e-02, eta: 21:06:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8426, loss_cls: 1.5193, loss: 1.5193, grad_norm: 3.8815 2021-06-17 20:16:34,978 - mmaction - INFO - Epoch [32][380/1879] lr: 2.000e-02, eta: 21:05:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8590, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.9993 2021-06-17 20:16:46,113 - mmaction - INFO - Epoch [32][400/1879] lr: 2.000e-02, eta: 21:05:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8539, loss_cls: 1.4282, loss: 1.4282, grad_norm: 3.7947 2021-06-17 20:16:57,253 - mmaction - INFO - Epoch [32][420/1879] lr: 2.000e-02, eta: 21:05:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.8759 2021-06-17 20:17:08,378 - mmaction - INFO - Epoch [32][440/1879] lr: 2.000e-02, eta: 21:05:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.8104 2021-06-17 20:17:19,537 - mmaction - INFO - Epoch [32][460/1879] lr: 2.000e-02, eta: 21:05:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8445, loss_cls: 1.4851, loss: 1.4851, grad_norm: 3.8140 2021-06-17 20:17:30,697 - mmaction - INFO - Epoch [32][480/1879] lr: 2.000e-02, eta: 21:04:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8445, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.8373 2021-06-17 20:17:41,847 - mmaction - INFO - Epoch [32][500/1879] lr: 2.000e-02, eta: 21:04:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8484, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.9179 2021-06-17 20:17:52,986 - mmaction - INFO - Epoch [32][520/1879] lr: 2.000e-02, eta: 21:04:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.5060, loss: 1.5060, grad_norm: 3.8892 2021-06-17 20:18:04,121 - mmaction - INFO - Epoch [32][540/1879] lr: 2.000e-02, eta: 21:04:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8410, loss_cls: 1.5129, loss: 1.5129, grad_norm: 3.8055 2021-06-17 20:18:15,275 - mmaction - INFO - Epoch [32][560/1879] lr: 2.000e-02, eta: 21:04:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8527, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.9012 2021-06-17 20:18:26,413 - mmaction - INFO - Epoch [32][580/1879] lr: 2.000e-02, eta: 21:03:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8465, loss_cls: 1.5097, loss: 1.5097, grad_norm: 3.9304 2021-06-17 20:18:37,556 - mmaction - INFO - Epoch [32][600/1879] lr: 2.000e-02, eta: 21:03:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8441, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.9623 2021-06-17 20:18:48,700 - mmaction - INFO - Epoch [32][620/1879] lr: 2.000e-02, eta: 21:03:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.8405 2021-06-17 20:18:59,838 - mmaction - INFO - Epoch [32][640/1879] lr: 2.000e-02, eta: 21:03:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8508, loss_cls: 1.5332, loss: 1.5332, grad_norm: 3.8687 2021-06-17 20:19:10,996 - mmaction - INFO - Epoch [32][660/1879] lr: 2.000e-02, eta: 21:02:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8484, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.8759 2021-06-17 20:19:22,149 - mmaction - INFO - Epoch [32][680/1879] lr: 2.000e-02, eta: 21:02:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8410, loss_cls: 1.5670, loss: 1.5670, grad_norm: 4.0070 2021-06-17 20:19:33,283 - mmaction - INFO - Epoch [32][700/1879] lr: 2.000e-02, eta: 21:02:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8465, loss_cls: 1.4903, loss: 1.4903, grad_norm: 3.8599 2021-06-17 20:19:44,410 - mmaction - INFO - Epoch [32][720/1879] lr: 2.000e-02, eta: 21:02:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8574, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.9586 2021-06-17 20:19:55,559 - mmaction - INFO - Epoch [32][740/1879] lr: 2.000e-02, eta: 21:02:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8480, loss_cls: 1.5177, loss: 1.5177, grad_norm: 3.9547 2021-06-17 20:20:06,755 - mmaction - INFO - Epoch [32][760/1879] lr: 2.000e-02, eta: 21:01:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8418, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.0434 2021-06-17 20:20:17,908 - mmaction - INFO - Epoch [32][780/1879] lr: 2.000e-02, eta: 21:01:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8410, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.9404 2021-06-17 20:20:29,030 - mmaction - INFO - Epoch [32][800/1879] lr: 2.000e-02, eta: 21:01:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.9077 2021-06-17 20:20:40,189 - mmaction - INFO - Epoch [32][820/1879] lr: 2.000e-02, eta: 21:01:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.5638, loss: 1.5638, grad_norm: 3.8459 2021-06-17 20:20:51,337 - mmaction - INFO - Epoch [32][840/1879] lr: 2.000e-02, eta: 21:00:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8473, loss_cls: 1.4881, loss: 1.4881, grad_norm: 3.8266 2021-06-17 20:21:02,488 - mmaction - INFO - Epoch [32][860/1879] lr: 2.000e-02, eta: 21:00:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8414, loss_cls: 1.5571, loss: 1.5571, grad_norm: 3.9318 2021-06-17 20:21:13,637 - mmaction - INFO - Epoch [32][880/1879] lr: 2.000e-02, eta: 21:00:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8320, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.0250 2021-06-17 20:21:24,761 - mmaction - INFO - Epoch [32][900/1879] lr: 2.000e-02, eta: 21:00:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6020, top5_acc: 0.8273, loss_cls: 1.6104, loss: 1.6104, grad_norm: 3.9865 2021-06-17 20:21:35,916 - mmaction - INFO - Epoch [32][920/1879] lr: 2.000e-02, eta: 21:00:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8441, loss_cls: 1.5091, loss: 1.5091, grad_norm: 3.8734 2021-06-17 20:21:47,082 - mmaction - INFO - Epoch [32][940/1879] lr: 2.000e-02, eta: 20:59:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8359, loss_cls: 1.5458, loss: 1.5458, grad_norm: 3.9164 2021-06-17 20:21:58,224 - mmaction - INFO - Epoch [32][960/1879] lr: 2.000e-02, eta: 20:59:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8590, loss_cls: 1.4572, loss: 1.4572, grad_norm: 3.7761 2021-06-17 20:22:09,434 - mmaction - INFO - Epoch [32][980/1879] lr: 2.000e-02, eta: 20:59:27, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6480, top5_acc: 0.8590, loss_cls: 1.4263, loss: 1.4263, grad_norm: 3.7028 2021-06-17 20:22:20,541 - mmaction - INFO - Epoch [32][1000/1879] lr: 2.000e-02, eta: 20:59:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8391, loss_cls: 1.5642, loss: 1.5642, grad_norm: 3.9849 2021-06-17 20:22:31,677 - mmaction - INFO - Epoch [32][1020/1879] lr: 2.000e-02, eta: 20:59:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6137, top5_acc: 0.8336, loss_cls: 1.5735, loss: 1.5735, grad_norm: 3.9114 2021-06-17 20:22:42,837 - mmaction - INFO - Epoch [32][1040/1879] lr: 2.000e-02, eta: 20:58:48, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.6067, loss: 1.6067, grad_norm: 3.8461 2021-06-17 20:22:53,980 - mmaction - INFO - Epoch [32][1060/1879] lr: 2.000e-02, eta: 20:58:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.8910 2021-06-17 20:23:05,139 - mmaction - INFO - Epoch [32][1080/1879] lr: 2.000e-02, eta: 20:58:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.9229 2021-06-17 20:23:16,287 - mmaction - INFO - Epoch [32][1100/1879] lr: 2.000e-02, eta: 20:58:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8324, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.7428 2021-06-17 20:23:27,434 - mmaction - INFO - Epoch [32][1120/1879] lr: 2.000e-02, eta: 20:57:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8473, loss_cls: 1.5067, loss: 1.5067, grad_norm: 3.8288 2021-06-17 20:23:38,565 - mmaction - INFO - Epoch [32][1140/1879] lr: 2.000e-02, eta: 20:57:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8359, loss_cls: 1.5352, loss: 1.5352, grad_norm: 3.8212 2021-06-17 20:23:49,694 - mmaction - INFO - Epoch [32][1160/1879] lr: 2.000e-02, eta: 20:57:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8465, loss_cls: 1.5190, loss: 1.5190, grad_norm: 3.8565 2021-06-17 20:24:00,843 - mmaction - INFO - Epoch [32][1180/1879] lr: 2.000e-02, eta: 20:57:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8492, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.9064 2021-06-17 20:24:11,999 - mmaction - INFO - Epoch [32][1200/1879] lr: 2.000e-02, eta: 20:57:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8340, loss_cls: 1.5473, loss: 1.5473, grad_norm: 3.8875 2021-06-17 20:24:23,133 - mmaction - INFO - Epoch [32][1220/1879] lr: 2.000e-02, eta: 20:56:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8371, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.9854 2021-06-17 20:24:34,286 - mmaction - INFO - Epoch [32][1240/1879] lr: 2.000e-02, eta: 20:56:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5468, loss: 1.5468, grad_norm: 3.9314 2021-06-17 20:24:45,437 - mmaction - INFO - Epoch [32][1260/1879] lr: 2.000e-02, eta: 20:56:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6090, top5_acc: 0.8410, loss_cls: 1.5353, loss: 1.5353, grad_norm: 3.8855 2021-06-17 20:24:56,571 - mmaction - INFO - Epoch [32][1280/1879] lr: 2.000e-02, eta: 20:56:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.5203, loss: 1.5203, grad_norm: 3.9223 2021-06-17 20:25:07,724 - mmaction - INFO - Epoch [32][1300/1879] lr: 2.000e-02, eta: 20:55:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8344, loss_cls: 1.5642, loss: 1.5642, grad_norm: 3.9407 2021-06-17 20:25:18,865 - mmaction - INFO - Epoch [32][1320/1879] lr: 2.000e-02, eta: 20:55:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8434, loss_cls: 1.5021, loss: 1.5021, grad_norm: 3.8476 2021-06-17 20:25:30,034 - mmaction - INFO - Epoch [32][1340/1879] lr: 2.000e-02, eta: 20:55:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8371, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.9280 2021-06-17 20:25:41,209 - mmaction - INFO - Epoch [32][1360/1879] lr: 2.000e-02, eta: 20:55:20, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8426, loss_cls: 1.5516, loss: 1.5516, grad_norm: 3.9719 2021-06-17 20:25:52,366 - mmaction - INFO - Epoch [32][1380/1879] lr: 2.000e-02, eta: 20:55:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8402, loss_cls: 1.5239, loss: 1.5239, grad_norm: 3.8794 2021-06-17 20:26:03,504 - mmaction - INFO - Epoch [32][1400/1879] lr: 2.000e-02, eta: 20:54:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8418, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.9012 2021-06-17 20:26:14,654 - mmaction - INFO - Epoch [32][1420/1879] lr: 2.000e-02, eta: 20:54:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.9315 2021-06-17 20:26:25,814 - mmaction - INFO - Epoch [32][1440/1879] lr: 2.000e-02, eta: 20:54:28, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8309, loss_cls: 1.6239, loss: 1.6239, grad_norm: 3.9053 2021-06-17 20:26:36,971 - mmaction - INFO - Epoch [32][1460/1879] lr: 2.000e-02, eta: 20:54:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8434, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.9227 2021-06-17 20:26:48,107 - mmaction - INFO - Epoch [32][1480/1879] lr: 2.000e-02, eta: 20:54:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8359, loss_cls: 1.5767, loss: 1.5767, grad_norm: 3.8897 2021-06-17 20:26:59,264 - mmaction - INFO - Epoch [32][1500/1879] lr: 2.000e-02, eta: 20:53:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6082, top5_acc: 0.8367, loss_cls: 1.5762, loss: 1.5762, grad_norm: 3.9746 2021-06-17 20:27:10,436 - mmaction - INFO - Epoch [32][1520/1879] lr: 2.000e-02, eta: 20:53:36, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8410, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.8592 2021-06-17 20:27:21,526 - mmaction - INFO - Epoch [32][1540/1879] lr: 2.000e-02, eta: 20:53:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8527, loss_cls: 1.4754, loss: 1.4754, grad_norm: 3.8900 2021-06-17 20:27:32,695 - mmaction - INFO - Epoch [32][1560/1879] lr: 2.000e-02, eta: 20:53:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.5976, loss: 1.5976, grad_norm: 4.0023 2021-06-17 20:27:43,865 - mmaction - INFO - Epoch [32][1580/1879] lr: 2.000e-02, eta: 20:52:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8395, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.9934 2021-06-17 20:27:54,999 - mmaction - INFO - Epoch [32][1600/1879] lr: 2.000e-02, eta: 20:52:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8367, loss_cls: 1.5400, loss: 1.5400, grad_norm: 3.9172 2021-06-17 20:28:06,143 - mmaction - INFO - Epoch [32][1620/1879] lr: 2.000e-02, eta: 20:52:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8379, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.9837 2021-06-17 20:28:17,281 - mmaction - INFO - Epoch [32][1640/1879] lr: 2.000e-02, eta: 20:52:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8410, loss_cls: 1.5716, loss: 1.5716, grad_norm: 4.0431 2021-06-17 20:28:28,432 - mmaction - INFO - Epoch [32][1660/1879] lr: 2.000e-02, eta: 20:52:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8305, loss_cls: 1.5586, loss: 1.5586, grad_norm: 3.8729 2021-06-17 20:28:39,576 - mmaction - INFO - Epoch [32][1680/1879] lr: 2.000e-02, eta: 20:51:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.8232 2021-06-17 20:28:50,755 - mmaction - INFO - Epoch [32][1700/1879] lr: 2.000e-02, eta: 20:51:39, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8344, loss_cls: 1.5859, loss: 1.5859, grad_norm: 3.8771 2021-06-17 20:29:01,922 - mmaction - INFO - Epoch [32][1720/1879] lr: 2.000e-02, eta: 20:51:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8516, loss_cls: 1.4860, loss: 1.4860, grad_norm: 3.8242 2021-06-17 20:29:13,067 - mmaction - INFO - Epoch [32][1740/1879] lr: 2.000e-02, eta: 20:51:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8445, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.7809 2021-06-17 20:29:24,200 - mmaction - INFO - Epoch [32][1760/1879] lr: 2.000e-02, eta: 20:51:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8363, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.8359 2021-06-17 20:29:35,355 - mmaction - INFO - Epoch [32][1780/1879] lr: 2.000e-02, eta: 20:50:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8426, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.9489 2021-06-17 20:29:46,522 - mmaction - INFO - Epoch [32][1800/1879] lr: 2.000e-02, eta: 20:50:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8426, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.9039 2021-06-17 20:29:57,668 - mmaction - INFO - Epoch [32][1820/1879] lr: 2.000e-02, eta: 20:50:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8434, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.8506 2021-06-17 20:30:08,816 - mmaction - INFO - Epoch [32][1840/1879] lr: 2.000e-02, eta: 20:50:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8387, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.9267 2021-06-17 20:30:19,951 - mmaction - INFO - Epoch [32][1860/1879] lr: 2.000e-02, eta: 20:49:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.8361 2021-06-17 20:30:32,018 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-06-17 20:31:48,385 - mmaction - INFO - Epoch [33][20/1879] lr: 2.000e-02, eta: 20:51:25, time: 3.800, data_time: 3.233, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8469, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.8235 2021-06-17 20:31:59,534 - mmaction - INFO - Epoch [33][40/1879] lr: 2.000e-02, eta: 20:51:12, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4912, loss: 1.4912, grad_norm: 3.8467 2021-06-17 20:32:10,654 - mmaction - INFO - Epoch [33][60/1879] lr: 2.000e-02, eta: 20:50:59, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.7646 2021-06-17 20:32:21,778 - mmaction - INFO - Epoch [33][80/1879] lr: 2.000e-02, eta: 20:50:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8590, loss_cls: 1.4619, loss: 1.4619, grad_norm: 3.6887 2021-06-17 20:32:32,916 - mmaction - INFO - Epoch [33][100/1879] lr: 2.000e-02, eta: 20:50:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8645, loss_cls: 1.4103, loss: 1.4103, grad_norm: 3.8842 2021-06-17 20:32:44,050 - mmaction - INFO - Epoch [33][120/1879] lr: 2.000e-02, eta: 20:50:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8445, loss_cls: 1.4971, loss: 1.4971, grad_norm: 3.8594 2021-06-17 20:32:55,173 - mmaction - INFO - Epoch [33][140/1879] lr: 2.000e-02, eta: 20:50:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8496, loss_cls: 1.4753, loss: 1.4753, grad_norm: 3.8745 2021-06-17 20:33:06,322 - mmaction - INFO - Epoch [33][160/1879] lr: 2.000e-02, eta: 20:49:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8574, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.8820 2021-06-17 20:33:17,460 - mmaction - INFO - Epoch [33][180/1879] lr: 2.000e-02, eta: 20:49:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8578, loss_cls: 1.4378, loss: 1.4378, grad_norm: 3.9393 2021-06-17 20:33:28,612 - mmaction - INFO - Epoch [33][200/1879] lr: 2.000e-02, eta: 20:49:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8531, loss_cls: 1.4771, loss: 1.4771, grad_norm: 3.8821 2021-06-17 20:33:39,740 - mmaction - INFO - Epoch [33][220/1879] lr: 2.000e-02, eta: 20:49:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5035, loss: 1.5035, grad_norm: 3.9391 2021-06-17 20:33:50,893 - mmaction - INFO - Epoch [33][240/1879] lr: 2.000e-02, eta: 20:49:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4741, loss: 1.4741, grad_norm: 3.7602 2021-06-17 20:34:02,027 - mmaction - INFO - Epoch [33][260/1879] lr: 2.000e-02, eta: 20:48:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8359, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.8025 2021-06-17 20:34:13,165 - mmaction - INFO - Epoch [33][280/1879] lr: 2.000e-02, eta: 20:48:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.8799 2021-06-17 20:34:24,289 - mmaction - INFO - Epoch [33][300/1879] lr: 2.000e-02, eta: 20:48:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8395, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.8472 2021-06-17 20:34:35,422 - mmaction - INFO - Epoch [33][320/1879] lr: 2.000e-02, eta: 20:48:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8457, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.9498 2021-06-17 20:34:46,607 - mmaction - INFO - Epoch [33][340/1879] lr: 2.000e-02, eta: 20:47:56, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.5019, loss: 1.5019, grad_norm: 3.8777 2021-06-17 20:34:57,708 - mmaction - INFO - Epoch [33][360/1879] lr: 2.000e-02, eta: 20:47:43, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8457, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.9616 2021-06-17 20:35:08,915 - mmaction - INFO - Epoch [33][380/1879] lr: 2.000e-02, eta: 20:47:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8465, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.9124 2021-06-17 20:35:20,064 - mmaction - INFO - Epoch [33][400/1879] lr: 2.000e-02, eta: 20:47:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8301, loss_cls: 1.5586, loss: 1.5586, grad_norm: 3.9026 2021-06-17 20:35:31,214 - mmaction - INFO - Epoch [33][420/1879] lr: 2.000e-02, eta: 20:47:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8414, loss_cls: 1.4838, loss: 1.4838, grad_norm: 3.7726 2021-06-17 20:35:42,386 - mmaction - INFO - Epoch [33][440/1879] lr: 2.000e-02, eta: 20:46:51, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8430, loss_cls: 1.4896, loss: 1.4896, grad_norm: 3.7645 2021-06-17 20:35:53,528 - mmaction - INFO - Epoch [33][460/1879] lr: 2.000e-02, eta: 20:46:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8367, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.8581 2021-06-17 20:36:04,656 - mmaction - INFO - Epoch [33][480/1879] lr: 2.000e-02, eta: 20:46:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8480, loss_cls: 1.4786, loss: 1.4786, grad_norm: 3.9121 2021-06-17 20:36:15,783 - mmaction - INFO - Epoch [33][500/1879] lr: 2.000e-02, eta: 20:46:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8578, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.8078 2021-06-17 20:36:26,924 - mmaction - INFO - Epoch [33][520/1879] lr: 2.000e-02, eta: 20:45:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.5384, loss: 1.5384, grad_norm: 3.9947 2021-06-17 20:36:38,079 - mmaction - INFO - Epoch [33][540/1879] lr: 2.000e-02, eta: 20:45:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6449, top5_acc: 0.8543, loss_cls: 1.4698, loss: 1.4698, grad_norm: 3.8487 2021-06-17 20:36:49,242 - mmaction - INFO - Epoch [33][560/1879] lr: 2.000e-02, eta: 20:45:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8496, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.8942 2021-06-17 20:37:00,399 - mmaction - INFO - Epoch [33][580/1879] lr: 2.000e-02, eta: 20:45:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8383, loss_cls: 1.5073, loss: 1.5073, grad_norm: 3.8590 2021-06-17 20:37:11,550 - mmaction - INFO - Epoch [33][600/1879] lr: 2.000e-02, eta: 20:45:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8301, loss_cls: 1.5527, loss: 1.5527, grad_norm: 3.8857 2021-06-17 20:37:22,689 - mmaction - INFO - Epoch [33][620/1879] lr: 2.000e-02, eta: 20:44:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8438, loss_cls: 1.4750, loss: 1.4750, grad_norm: 3.8504 2021-06-17 20:37:33,837 - mmaction - INFO - Epoch [33][640/1879] lr: 2.000e-02, eta: 20:44:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8410, loss_cls: 1.5103, loss: 1.5103, grad_norm: 3.9281 2021-06-17 20:37:44,988 - mmaction - INFO - Epoch [33][660/1879] lr: 2.000e-02, eta: 20:44:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8496, loss_cls: 1.4916, loss: 1.4916, grad_norm: 3.8826 2021-06-17 20:37:56,182 - mmaction - INFO - Epoch [33][680/1879] lr: 2.000e-02, eta: 20:44:15, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8418, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.9370 2021-06-17 20:38:07,346 - mmaction - INFO - Epoch [33][700/1879] lr: 2.000e-02, eta: 20:44:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8496, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.8601 2021-06-17 20:38:18,478 - mmaction - INFO - Epoch [33][720/1879] lr: 2.000e-02, eta: 20:43:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8520, loss_cls: 1.4597, loss: 1.4597, grad_norm: 3.7566 2021-06-17 20:38:29,617 - mmaction - INFO - Epoch [33][740/1879] lr: 2.000e-02, eta: 20:43:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.5046, loss: 1.5046, grad_norm: 3.8814 2021-06-17 20:38:40,760 - mmaction - INFO - Epoch [33][760/1879] lr: 2.000e-02, eta: 20:43:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8484, loss_cls: 1.4802, loss: 1.4802, grad_norm: 3.8224 2021-06-17 20:38:51,913 - mmaction - INFO - Epoch [33][780/1879] lr: 2.000e-02, eta: 20:43:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8371, loss_cls: 1.5216, loss: 1.5216, grad_norm: 3.9110 2021-06-17 20:39:03,046 - mmaction - INFO - Epoch [33][800/1879] lr: 2.000e-02, eta: 20:42:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8496, loss_cls: 1.4822, loss: 1.4822, grad_norm: 3.9308 2021-06-17 20:39:14,206 - mmaction - INFO - Epoch [33][820/1879] lr: 2.000e-02, eta: 20:42:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8508, loss_cls: 1.5258, loss: 1.5258, grad_norm: 3.8799 2021-06-17 20:39:25,338 - mmaction - INFO - Epoch [33][840/1879] lr: 2.000e-02, eta: 20:42:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8391, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.9356 2021-06-17 20:39:36,491 - mmaction - INFO - Epoch [33][860/1879] lr: 2.000e-02, eta: 20:42:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8355, loss_cls: 1.5610, loss: 1.5610, grad_norm: 3.8225 2021-06-17 20:39:47,636 - mmaction - INFO - Epoch [33][880/1879] lr: 2.000e-02, eta: 20:42:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8418, loss_cls: 1.5404, loss: 1.5404, grad_norm: 3.8240 2021-06-17 20:39:58,772 - mmaction - INFO - Epoch [33][900/1879] lr: 2.000e-02, eta: 20:41:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8449, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.7944 2021-06-17 20:40:09,923 - mmaction - INFO - Epoch [33][920/1879] lr: 2.000e-02, eta: 20:41:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8445, loss_cls: 1.5225, loss: 1.5225, grad_norm: 3.7997 2021-06-17 20:40:21,046 - mmaction - INFO - Epoch [33][940/1879] lr: 2.000e-02, eta: 20:41:26, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8473, loss_cls: 1.5049, loss: 1.5049, grad_norm: 3.9384 2021-06-17 20:40:32,202 - mmaction - INFO - Epoch [33][960/1879] lr: 2.000e-02, eta: 20:41:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8539, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.9063 2021-06-17 20:40:43,365 - mmaction - INFO - Epoch [33][980/1879] lr: 2.000e-02, eta: 20:41:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8418, loss_cls: 1.5240, loss: 1.5240, grad_norm: 3.9187 2021-06-17 20:40:54,516 - mmaction - INFO - Epoch [33][1000/1879] lr: 2.000e-02, eta: 20:40:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8504, loss_cls: 1.5208, loss: 1.5208, grad_norm: 3.9682 2021-06-17 20:41:05,655 - mmaction - INFO - Epoch [33][1020/1879] lr: 2.000e-02, eta: 20:40:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8484, loss_cls: 1.4989, loss: 1.4989, grad_norm: 3.8662 2021-06-17 20:41:16,810 - mmaction - INFO - Epoch [33][1040/1879] lr: 2.000e-02, eta: 20:40:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8465, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.8661 2021-06-17 20:41:27,936 - mmaction - INFO - Epoch [33][1060/1879] lr: 2.000e-02, eta: 20:40:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8488, loss_cls: 1.4798, loss: 1.4798, grad_norm: 3.8545 2021-06-17 20:41:39,073 - mmaction - INFO - Epoch [33][1080/1879] lr: 2.000e-02, eta: 20:39:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8605, loss_cls: 1.5092, loss: 1.5092, grad_norm: 4.0460 2021-06-17 20:41:50,208 - mmaction - INFO - Epoch [33][1100/1879] lr: 2.000e-02, eta: 20:39:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8387, loss_cls: 1.5497, loss: 1.5497, grad_norm: 3.9259 2021-06-17 20:42:01,363 - mmaction - INFO - Epoch [33][1120/1879] lr: 2.000e-02, eta: 20:39:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8445, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.7994 2021-06-17 20:42:12,490 - mmaction - INFO - Epoch [33][1140/1879] lr: 2.000e-02, eta: 20:39:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.5307, loss: 1.5307, grad_norm: 3.8741 2021-06-17 20:42:23,635 - mmaction - INFO - Epoch [33][1160/1879] lr: 2.000e-02, eta: 20:39:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8449, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.9567 2021-06-17 20:42:34,785 - mmaction - INFO - Epoch [33][1180/1879] lr: 2.000e-02, eta: 20:38:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8371, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.0029 2021-06-17 20:42:45,950 - mmaction - INFO - Epoch [33][1200/1879] lr: 2.000e-02, eta: 20:38:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8402, loss_cls: 1.5518, loss: 1.5518, grad_norm: 3.9549 2021-06-17 20:42:57,105 - mmaction - INFO - Epoch [33][1220/1879] lr: 2.000e-02, eta: 20:38:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8348, loss_cls: 1.5567, loss: 1.5567, grad_norm: 4.0163 2021-06-17 20:43:08,252 - mmaction - INFO - Epoch [33][1240/1879] lr: 2.000e-02, eta: 20:38:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8355, loss_cls: 1.5563, loss: 1.5563, grad_norm: 3.8717 2021-06-17 20:43:19,399 - mmaction - INFO - Epoch [33][1260/1879] lr: 2.000e-02, eta: 20:37:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.6076, loss: 1.6076, grad_norm: 3.9344 2021-06-17 20:43:30,549 - mmaction - INFO - Epoch [33][1280/1879] lr: 2.000e-02, eta: 20:37:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8527, loss_cls: 1.4783, loss: 1.4783, grad_norm: 3.7766 2021-06-17 20:43:41,697 - mmaction - INFO - Epoch [33][1300/1879] lr: 2.000e-02, eta: 20:37:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8258, loss_cls: 1.5654, loss: 1.5654, grad_norm: 3.8529 2021-06-17 20:43:52,845 - mmaction - INFO - Epoch [33][1320/1879] lr: 2.000e-02, eta: 20:37:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.6000, loss: 1.6000, grad_norm: 3.9858 2021-06-17 20:44:03,982 - mmaction - INFO - Epoch [33][1340/1879] lr: 2.000e-02, eta: 20:37:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8355, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.9302 2021-06-17 20:44:15,119 - mmaction - INFO - Epoch [33][1360/1879] lr: 2.000e-02, eta: 20:36:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8301, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.9238 2021-06-17 20:44:26,260 - mmaction - INFO - Epoch [33][1380/1879] lr: 2.000e-02, eta: 20:36:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8418, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.8888 2021-06-17 20:44:37,395 - mmaction - INFO - Epoch [33][1400/1879] lr: 2.000e-02, eta: 20:36:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8383, loss_cls: 1.5592, loss: 1.5592, grad_norm: 3.9555 2021-06-17 20:44:48,569 - mmaction - INFO - Epoch [33][1420/1879] lr: 2.000e-02, eta: 20:36:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.7866 2021-06-17 20:44:59,732 - mmaction - INFO - Epoch [33][1440/1879] lr: 2.000e-02, eta: 20:36:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8367, loss_cls: 1.5027, loss: 1.5027, grad_norm: 3.7257 2021-06-17 20:45:10,937 - mmaction - INFO - Epoch [33][1460/1879] lr: 2.000e-02, eta: 20:35:48, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.7823 2021-06-17 20:45:22,027 - mmaction - INFO - Epoch [33][1480/1879] lr: 2.000e-02, eta: 20:35:35, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8480, loss_cls: 1.4633, loss: 1.4633, grad_norm: 3.7061 2021-06-17 20:45:33,178 - mmaction - INFO - Epoch [33][1500/1879] lr: 2.000e-02, eta: 20:35:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8418, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.9203 2021-06-17 20:45:44,338 - mmaction - INFO - Epoch [33][1520/1879] lr: 2.000e-02, eta: 20:35:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8375, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.8250 2021-06-17 20:45:55,509 - mmaction - INFO - Epoch [33][1540/1879] lr: 2.000e-02, eta: 20:34:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8434, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.0052 2021-06-17 20:46:06,651 - mmaction - INFO - Epoch [33][1560/1879] lr: 2.000e-02, eta: 20:34:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8316, loss_cls: 1.5461, loss: 1.5461, grad_norm: 3.9037 2021-06-17 20:46:17,793 - mmaction - INFO - Epoch [33][1580/1879] lr: 2.000e-02, eta: 20:34:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8457, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.8310 2021-06-17 20:46:28,929 - mmaction - INFO - Epoch [33][1600/1879] lr: 2.000e-02, eta: 20:34:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8336, loss_cls: 1.5796, loss: 1.5796, grad_norm: 4.0347 2021-06-17 20:46:40,097 - mmaction - INFO - Epoch [33][1620/1879] lr: 2.000e-02, eta: 20:34:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.8800 2021-06-17 20:46:51,236 - mmaction - INFO - Epoch [33][1640/1879] lr: 2.000e-02, eta: 20:33:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8473, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.7264 2021-06-17 20:47:02,385 - mmaction - INFO - Epoch [33][1660/1879] lr: 2.000e-02, eta: 20:33:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8449, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.8483 2021-06-17 20:47:13,517 - mmaction - INFO - Epoch [33][1680/1879] lr: 2.000e-02, eta: 20:33:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8457, loss_cls: 1.6158, loss: 1.6158, grad_norm: 4.0364 2021-06-17 20:47:24,662 - mmaction - INFO - Epoch [33][1700/1879] lr: 2.000e-02, eta: 20:33:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8387, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.9116 2021-06-17 20:47:35,812 - mmaction - INFO - Epoch [33][1720/1879] lr: 2.000e-02, eta: 20:33:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8590, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.8601 2021-06-17 20:47:46,947 - mmaction - INFO - Epoch [33][1740/1879] lr: 2.000e-02, eta: 20:32:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8598, loss_cls: 1.4357, loss: 1.4357, grad_norm: 3.9041 2021-06-17 20:47:58,114 - mmaction - INFO - Epoch [33][1760/1879] lr: 2.000e-02, eta: 20:32:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8324, loss_cls: 1.5885, loss: 1.5885, grad_norm: 3.9458 2021-06-17 20:48:09,257 - mmaction - INFO - Epoch [33][1780/1879] lr: 2.000e-02, eta: 20:32:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8418, loss_cls: 1.5516, loss: 1.5516, grad_norm: 3.9547 2021-06-17 20:48:20,404 - mmaction - INFO - Epoch [33][1800/1879] lr: 2.000e-02, eta: 20:32:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8430, loss_cls: 1.5465, loss: 1.5465, grad_norm: 3.9438 2021-06-17 20:48:31,561 - mmaction - INFO - Epoch [33][1820/1879] lr: 2.000e-02, eta: 20:31:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5447, loss: 1.5447, grad_norm: 4.0189 2021-06-17 20:48:42,697 - mmaction - INFO - Epoch [33][1840/1879] lr: 2.000e-02, eta: 20:31:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8277, loss_cls: 1.5736, loss: 1.5736, grad_norm: 3.9540 2021-06-17 20:48:53,837 - mmaction - INFO - Epoch [33][1860/1879] lr: 2.000e-02, eta: 20:31:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8469, loss_cls: 1.5066, loss: 1.5066, grad_norm: 3.8134 2021-06-17 20:49:05,922 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-06-17 20:50:21,156 - mmaction - INFO - Epoch [34][20/1879] lr: 2.000e-02, eta: 20:32:52, time: 3.744, data_time: 3.190, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8270, loss_cls: 1.5935, loss: 1.5935, grad_norm: 3.9325 2021-06-17 20:50:32,286 - mmaction - INFO - Epoch [34][40/1879] lr: 2.000e-02, eta: 20:32:39, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8488, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.8144 2021-06-17 20:50:43,405 - mmaction - INFO - Epoch [34][60/1879] lr: 2.000e-02, eta: 20:32:26, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6535, top5_acc: 0.8562, loss_cls: 1.4247, loss: 1.4247, grad_norm: 3.7812 2021-06-17 20:50:54,528 - mmaction - INFO - Epoch [34][80/1879] lr: 2.000e-02, eta: 20:32:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6465, top5_acc: 0.8609, loss_cls: 1.4140, loss: 1.4140, grad_norm: 3.8726 2021-06-17 20:51:05,662 - mmaction - INFO - Epoch [34][100/1879] lr: 2.000e-02, eta: 20:32:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8645, loss_cls: 1.4078, loss: 1.4078, grad_norm: 3.8820 2021-06-17 20:51:16,782 - mmaction - INFO - Epoch [34][120/1879] lr: 2.000e-02, eta: 20:31:47, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8488, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.9769 2021-06-17 20:51:27,863 - mmaction - INFO - Epoch [34][140/1879] lr: 2.000e-02, eta: 20:31:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8395, loss_cls: 1.4979, loss: 1.4979, grad_norm: 3.8425 2021-06-17 20:51:38,972 - mmaction - INFO - Epoch [34][160/1879] lr: 2.000e-02, eta: 20:31:21, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8473, loss_cls: 1.5054, loss: 1.5054, grad_norm: 3.9653 2021-06-17 20:51:50,118 - mmaction - INFO - Epoch [34][180/1879] lr: 2.000e-02, eta: 20:31:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6441, top5_acc: 0.8539, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.8384 2021-06-17 20:52:01,276 - mmaction - INFO - Epoch [34][200/1879] lr: 2.000e-02, eta: 20:30:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8574, loss_cls: 1.4600, loss: 1.4600, grad_norm: 3.9571 2021-06-17 20:52:12,413 - mmaction - INFO - Epoch [34][220/1879] lr: 2.000e-02, eta: 20:30:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8508, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.8676 2021-06-17 20:52:23,531 - mmaction - INFO - Epoch [34][240/1879] lr: 2.000e-02, eta: 20:30:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8496, loss_cls: 1.5025, loss: 1.5025, grad_norm: 3.8636 2021-06-17 20:52:34,690 - mmaction - INFO - Epoch [34][260/1879] lr: 2.000e-02, eta: 20:30:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8473, loss_cls: 1.4843, loss: 1.4843, grad_norm: 3.8757 2021-06-17 20:52:45,802 - mmaction - INFO - Epoch [34][280/1879] lr: 2.000e-02, eta: 20:30:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8461, loss_cls: 1.5335, loss: 1.5335, grad_norm: 3.8772 2021-06-17 20:52:56,945 - mmaction - INFO - Epoch [34][300/1879] lr: 2.000e-02, eta: 20:29:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8574, loss_cls: 1.4518, loss: 1.4518, grad_norm: 3.9521 2021-06-17 20:53:08,091 - mmaction - INFO - Epoch [34][320/1879] lr: 2.000e-02, eta: 20:29:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8496, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.8442 2021-06-17 20:53:19,256 - mmaction - INFO - Epoch [34][340/1879] lr: 2.000e-02, eta: 20:29:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.8732 2021-06-17 20:53:30,426 - mmaction - INFO - Epoch [34][360/1879] lr: 2.000e-02, eta: 20:29:11, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8512, loss_cls: 1.4134, loss: 1.4134, grad_norm: 3.8167 2021-06-17 20:53:41,536 - mmaction - INFO - Epoch [34][380/1879] lr: 2.000e-02, eta: 20:28:58, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8434, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.9855 2021-06-17 20:53:52,703 - mmaction - INFO - Epoch [34][400/1879] lr: 2.000e-02, eta: 20:28:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8574, loss_cls: 1.4053, loss: 1.4053, grad_norm: 3.8018 2021-06-17 20:54:03,857 - mmaction - INFO - Epoch [34][420/1879] lr: 2.000e-02, eta: 20:28:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8484, loss_cls: 1.4975, loss: 1.4975, grad_norm: 3.9206 2021-06-17 20:54:14,985 - mmaction - INFO - Epoch [34][440/1879] lr: 2.000e-02, eta: 20:28:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8508, loss_cls: 1.4648, loss: 1.4648, grad_norm: 3.8676 2021-06-17 20:54:26,142 - mmaction - INFO - Epoch [34][460/1879] lr: 2.000e-02, eta: 20:28:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8426, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.9309 2021-06-17 20:54:37,284 - mmaction - INFO - Epoch [34][480/1879] lr: 2.000e-02, eta: 20:27:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8605, loss_cls: 1.3904, loss: 1.3904, grad_norm: 3.7277 2021-06-17 20:54:48,433 - mmaction - INFO - Epoch [34][500/1879] lr: 2.000e-02, eta: 20:27:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8395, loss_cls: 1.5419, loss: 1.5419, grad_norm: 3.9904 2021-06-17 20:54:59,585 - mmaction - INFO - Epoch [34][520/1879] lr: 2.000e-02, eta: 20:27:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8480, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.8698 2021-06-17 20:55:10,733 - mmaction - INFO - Epoch [34][540/1879] lr: 2.000e-02, eta: 20:27:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8430, loss_cls: 1.4775, loss: 1.4775, grad_norm: 3.8480 2021-06-17 20:55:21,881 - mmaction - INFO - Epoch [34][560/1879] lr: 2.000e-02, eta: 20:27:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8426, loss_cls: 1.5140, loss: 1.5140, grad_norm: 4.0154 2021-06-17 20:55:33,012 - mmaction - INFO - Epoch [34][580/1879] lr: 2.000e-02, eta: 20:26:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8379, loss_cls: 1.5213, loss: 1.5213, grad_norm: 3.8226 2021-06-17 20:55:44,151 - mmaction - INFO - Epoch [34][600/1879] lr: 2.000e-02, eta: 20:26:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5111, loss: 1.5111, grad_norm: 3.8205 2021-06-17 20:55:55,316 - mmaction - INFO - Epoch [34][620/1879] lr: 2.000e-02, eta: 20:26:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8426, loss_cls: 1.5002, loss: 1.5002, grad_norm: 3.8418 2021-06-17 20:56:06,457 - mmaction - INFO - Epoch [34][640/1879] lr: 2.000e-02, eta: 20:26:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8383, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.9340 2021-06-17 20:56:17,601 - mmaction - INFO - Epoch [34][660/1879] lr: 2.000e-02, eta: 20:25:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8543, loss_cls: 1.4889, loss: 1.4889, grad_norm: 3.8758 2021-06-17 20:56:28,741 - mmaction - INFO - Epoch [34][680/1879] lr: 2.000e-02, eta: 20:25:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4828, loss: 1.4828, grad_norm: 3.9882 2021-06-17 20:56:39,866 - mmaction - INFO - Epoch [34][700/1879] lr: 2.000e-02, eta: 20:25:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8543, loss_cls: 1.4592, loss: 1.4592, grad_norm: 3.8909 2021-06-17 20:56:51,029 - mmaction - INFO - Epoch [34][720/1879] lr: 2.000e-02, eta: 20:25:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8496, loss_cls: 1.5098, loss: 1.5098, grad_norm: 3.8606 2021-06-17 20:57:02,186 - mmaction - INFO - Epoch [34][740/1879] lr: 2.000e-02, eta: 20:25:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8438, loss_cls: 1.5350, loss: 1.5350, grad_norm: 3.9281 2021-06-17 20:57:13,334 - mmaction - INFO - Epoch [34][760/1879] lr: 2.000e-02, eta: 20:24:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8379, loss_cls: 1.5189, loss: 1.5189, grad_norm: 3.8615 2021-06-17 20:57:24,463 - mmaction - INFO - Epoch [34][780/1879] lr: 2.000e-02, eta: 20:24:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4727, loss: 1.4727, grad_norm: 3.9354 2021-06-17 20:57:35,615 - mmaction - INFO - Epoch [34][800/1879] lr: 2.000e-02, eta: 20:24:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8430, loss_cls: 1.5735, loss: 1.5735, grad_norm: 3.9601 2021-06-17 20:57:46,786 - mmaction - INFO - Epoch [34][820/1879] lr: 2.000e-02, eta: 20:24:13, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8316, loss_cls: 1.5800, loss: 1.5800, grad_norm: 3.9143 2021-06-17 20:57:57,945 - mmaction - INFO - Epoch [34][840/1879] lr: 2.000e-02, eta: 20:24:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8434, loss_cls: 1.4769, loss: 1.4769, grad_norm: 3.8453 2021-06-17 20:58:09,106 - mmaction - INFO - Epoch [34][860/1879] lr: 2.000e-02, eta: 20:23:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8547, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.9462 2021-06-17 20:58:20,278 - mmaction - INFO - Epoch [34][880/1879] lr: 2.000e-02, eta: 20:23:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8309, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.0471 2021-06-17 20:58:31,421 - mmaction - INFO - Epoch [34][900/1879] lr: 2.000e-02, eta: 20:23:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5638, loss: 1.5638, grad_norm: 4.0707 2021-06-17 20:58:42,572 - mmaction - INFO - Epoch [34][920/1879] lr: 2.000e-02, eta: 20:23:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8406, loss_cls: 1.5187, loss: 1.5187, grad_norm: 3.9902 2021-06-17 20:58:53,726 - mmaction - INFO - Epoch [34][940/1879] lr: 2.000e-02, eta: 20:22:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8352, loss_cls: 1.5715, loss: 1.5715, grad_norm: 3.8875 2021-06-17 20:59:04,882 - mmaction - INFO - Epoch [34][960/1879] lr: 2.000e-02, eta: 20:22:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8469, loss_cls: 1.4809, loss: 1.4809, grad_norm: 3.8539 2021-06-17 20:59:16,008 - mmaction - INFO - Epoch [34][980/1879] lr: 2.000e-02, eta: 20:22:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8352, loss_cls: 1.5713, loss: 1.5713, grad_norm: 3.8733 2021-06-17 20:59:27,164 - mmaction - INFO - Epoch [34][1000/1879] lr: 2.000e-02, eta: 20:22:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8383, loss_cls: 1.5741, loss: 1.5741, grad_norm: 3.9830 2021-06-17 20:59:38,322 - mmaction - INFO - Epoch [34][1020/1879] lr: 2.000e-02, eta: 20:22:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8398, loss_cls: 1.5512, loss: 1.5512, grad_norm: 3.9768 2021-06-17 20:59:49,478 - mmaction - INFO - Epoch [34][1040/1879] lr: 2.000e-02, eta: 20:21:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8492, loss_cls: 1.4761, loss: 1.4761, grad_norm: 3.9224 2021-06-17 21:00:00,625 - mmaction - INFO - Epoch [34][1060/1879] lr: 2.000e-02, eta: 20:21:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8477, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.9498 2021-06-17 21:00:11,791 - mmaction - INFO - Epoch [34][1080/1879] lr: 2.000e-02, eta: 20:21:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8348, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.8917 2021-06-17 21:00:22,920 - mmaction - INFO - Epoch [34][1100/1879] lr: 2.000e-02, eta: 20:21:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8520, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.8578 2021-06-17 21:00:34,092 - mmaction - INFO - Epoch [34][1120/1879] lr: 2.000e-02, eta: 20:20:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8316, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.8652 2021-06-17 21:00:45,241 - mmaction - INFO - Epoch [34][1140/1879] lr: 2.000e-02, eta: 20:20:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8316, loss_cls: 1.5766, loss: 1.5766, grad_norm: 3.8739 2021-06-17 21:00:56,396 - mmaction - INFO - Epoch [34][1160/1879] lr: 2.000e-02, eta: 20:20:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8406, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.8310 2021-06-17 21:01:07,540 - mmaction - INFO - Epoch [34][1180/1879] lr: 2.000e-02, eta: 20:20:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8340, loss_cls: 1.5648, loss: 1.5648, grad_norm: 3.9475 2021-06-17 21:01:18,679 - mmaction - INFO - Epoch [34][1200/1879] lr: 2.000e-02, eta: 20:20:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8469, loss_cls: 1.5606, loss: 1.5606, grad_norm: 3.9092 2021-06-17 21:01:29,821 - mmaction - INFO - Epoch [34][1220/1879] lr: 2.000e-02, eta: 20:19:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8430, loss_cls: 1.5296, loss: 1.5296, grad_norm: 4.0314 2021-06-17 21:01:40,988 - mmaction - INFO - Epoch [34][1240/1879] lr: 2.000e-02, eta: 20:19:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8402, loss_cls: 1.5709, loss: 1.5709, grad_norm: 3.9911 2021-06-17 21:01:52,137 - mmaction - INFO - Epoch [34][1260/1879] lr: 2.000e-02, eta: 20:19:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8512, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.8452 2021-06-17 21:02:03,299 - mmaction - INFO - Epoch [34][1280/1879] lr: 2.000e-02, eta: 20:19:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8367, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.9139 2021-06-17 21:02:14,461 - mmaction - INFO - Epoch [34][1300/1879] lr: 2.000e-02, eta: 20:19:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5595, loss: 1.5595, grad_norm: 3.8837 2021-06-17 21:02:25,619 - mmaction - INFO - Epoch [34][1320/1879] lr: 2.000e-02, eta: 20:18:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8562, loss_cls: 1.4544, loss: 1.4544, grad_norm: 3.8214 2021-06-17 21:02:36,755 - mmaction - INFO - Epoch [34][1340/1879] lr: 2.000e-02, eta: 20:18:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8262, loss_cls: 1.5763, loss: 1.5763, grad_norm: 3.8814 2021-06-17 21:02:47,904 - mmaction - INFO - Epoch [34][1360/1879] lr: 2.000e-02, eta: 20:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8359, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.8948 2021-06-17 21:02:59,037 - mmaction - INFO - Epoch [34][1380/1879] lr: 2.000e-02, eta: 20:18:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8543, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.8025 2021-06-17 21:03:10,202 - mmaction - INFO - Epoch [34][1400/1879] lr: 2.000e-02, eta: 20:17:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8383, loss_cls: 1.5501, loss: 1.5501, grad_norm: 3.9502 2021-06-17 21:03:21,353 - mmaction - INFO - Epoch [34][1420/1879] lr: 2.000e-02, eta: 20:17:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8328, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.9966 2021-06-17 21:03:32,514 - mmaction - INFO - Epoch [34][1440/1879] lr: 2.000e-02, eta: 20:17:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8512, loss_cls: 1.4554, loss: 1.4554, grad_norm: 3.7978 2021-06-17 21:03:43,656 - mmaction - INFO - Epoch [34][1460/1879] lr: 2.000e-02, eta: 20:17:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8508, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.8987 2021-06-17 21:03:54,819 - mmaction - INFO - Epoch [34][1480/1879] lr: 2.000e-02, eta: 20:17:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.5980, top5_acc: 0.8211, loss_cls: 1.6260, loss: 1.6260, grad_norm: 4.0249 2021-06-17 21:04:05,971 - mmaction - INFO - Epoch [34][1500/1879] lr: 2.000e-02, eta: 20:16:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8410, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.8515 2021-06-17 21:04:17,139 - mmaction - INFO - Epoch [34][1520/1879] lr: 2.000e-02, eta: 20:16:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5346, loss: 1.5346, grad_norm: 3.9198 2021-06-17 21:04:28,281 - mmaction - INFO - Epoch [34][1540/1879] lr: 2.000e-02, eta: 20:16:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8480, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.9026 2021-06-17 21:04:39,445 - mmaction - INFO - Epoch [34][1560/1879] lr: 2.000e-02, eta: 20:16:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8293, loss_cls: 1.5585, loss: 1.5585, grad_norm: 3.9066 2021-06-17 21:04:50,597 - mmaction - INFO - Epoch [34][1580/1879] lr: 2.000e-02, eta: 20:16:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8383, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.8952 2021-06-17 21:05:01,746 - mmaction - INFO - Epoch [34][1600/1879] lr: 2.000e-02, eta: 20:15:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8379, loss_cls: 1.5368, loss: 1.5368, grad_norm: 3.8761 2021-06-17 21:05:12,896 - mmaction - INFO - Epoch [34][1620/1879] lr: 2.000e-02, eta: 20:15:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8367, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.9601 2021-06-17 21:05:24,049 - mmaction - INFO - Epoch [34][1640/1879] lr: 2.000e-02, eta: 20:15:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8465, loss_cls: 1.5144, loss: 1.5144, grad_norm: 3.8696 2021-06-17 21:05:35,202 - mmaction - INFO - Epoch [34][1660/1879] lr: 2.000e-02, eta: 20:15:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.9039 2021-06-17 21:05:46,341 - mmaction - INFO - Epoch [34][1680/1879] lr: 2.000e-02, eta: 20:14:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8461, loss_cls: 1.5013, loss: 1.5013, grad_norm: 3.8548 2021-06-17 21:05:57,499 - mmaction - INFO - Epoch [34][1700/1879] lr: 2.000e-02, eta: 20:14:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8363, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.9802 2021-06-17 21:06:08,845 - mmaction - INFO - Epoch [34][1720/1879] lr: 2.000e-02, eta: 20:14:33, time: 0.566, data_time: 0.002, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8457, loss_cls: 1.5324, loss: 1.5324, grad_norm: 3.7714 2021-06-17 21:06:20,012 - mmaction - INFO - Epoch [34][1740/1879] lr: 2.000e-02, eta: 20:14:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.8473 2021-06-17 21:06:31,175 - mmaction - INFO - Epoch [34][1760/1879] lr: 2.000e-02, eta: 20:14:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8414, loss_cls: 1.5092, loss: 1.5092, grad_norm: 3.8761 2021-06-17 21:06:42,336 - mmaction - INFO - Epoch [34][1780/1879] lr: 2.000e-02, eta: 20:13:54, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8406, loss_cls: 1.5280, loss: 1.5280, grad_norm: 4.0038 2021-06-17 21:06:53,490 - mmaction - INFO - Epoch [34][1800/1879] lr: 2.000e-02, eta: 20:13:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.5954, loss: 1.5954, grad_norm: 3.9884 2021-06-17 21:07:04,660 - mmaction - INFO - Epoch [34][1820/1879] lr: 2.000e-02, eta: 20:13:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8285, loss_cls: 1.6031, loss: 1.6031, grad_norm: 3.8968 2021-06-17 21:07:15,812 - mmaction - INFO - Epoch [34][1840/1879] lr: 2.000e-02, eta: 20:13:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8473, loss_cls: 1.5067, loss: 1.5067, grad_norm: 3.7634 2021-06-17 21:07:26,962 - mmaction - INFO - Epoch [34][1860/1879] lr: 2.000e-02, eta: 20:13:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8363, loss_cls: 1.5326, loss: 1.5326, grad_norm: 3.8725 2021-06-17 21:07:38,717 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-06-17 21:08:54,291 - mmaction - INFO - Epoch [35][20/1879] lr: 2.000e-02, eta: 20:14:20, time: 3.733, data_time: 3.177, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8570, loss_cls: 1.4454, loss: 1.4454, grad_norm: 3.7675 2021-06-17 21:09:05,429 - mmaction - INFO - Epoch [35][40/1879] lr: 2.000e-02, eta: 20:14:08, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6504, top5_acc: 0.8484, loss_cls: 1.4517, loss: 1.4517, grad_norm: 3.8463 2021-06-17 21:09:16,497 - mmaction - INFO - Epoch [35][60/1879] lr: 2.000e-02, eta: 20:13:54, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8434, loss_cls: 1.5073, loss: 1.5073, grad_norm: 3.8767 2021-06-17 21:09:27,605 - mmaction - INFO - Epoch [35][80/1879] lr: 2.000e-02, eta: 20:13:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8387, loss_cls: 1.5362, loss: 1.5362, grad_norm: 3.9034 2021-06-17 21:09:38,735 - mmaction - INFO - Epoch [35][100/1879] lr: 2.000e-02, eta: 20:13:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6520, top5_acc: 0.8516, loss_cls: 1.4108, loss: 1.4108, grad_norm: 3.7861 2021-06-17 21:09:49,877 - mmaction - INFO - Epoch [35][120/1879] lr: 2.000e-02, eta: 20:13:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4650, loss: 1.4650, grad_norm: 3.9844 2021-06-17 21:10:01,043 - mmaction - INFO - Epoch [35][140/1879] lr: 2.000e-02, eta: 20:13:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8465, loss_cls: 1.4691, loss: 1.4691, grad_norm: 3.8911 2021-06-17 21:10:12,186 - mmaction - INFO - Epoch [35][160/1879] lr: 2.000e-02, eta: 20:12:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.0429 2021-06-17 21:10:23,334 - mmaction - INFO - Epoch [35][180/1879] lr: 2.000e-02, eta: 20:12:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6457, top5_acc: 0.8594, loss_cls: 1.4333, loss: 1.4333, grad_norm: 3.8981 2021-06-17 21:10:34,434 - mmaction - INFO - Epoch [35][200/1879] lr: 2.000e-02, eta: 20:12:24, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8461, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.8652 2021-06-17 21:10:45,571 - mmaction - INFO - Epoch [35][220/1879] lr: 2.000e-02, eta: 20:12:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6434, top5_acc: 0.8508, loss_cls: 1.4538, loss: 1.4538, grad_norm: 3.8187 2021-06-17 21:10:56,725 - mmaction - INFO - Epoch [35][240/1879] lr: 2.000e-02, eta: 20:11:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8484, loss_cls: 1.5306, loss: 1.5306, grad_norm: 3.9399 2021-06-17 21:11:07,871 - mmaction - INFO - Epoch [35][260/1879] lr: 2.000e-02, eta: 20:11:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4705, loss: 1.4705, grad_norm: 3.9544 2021-06-17 21:11:19,012 - mmaction - INFO - Epoch [35][280/1879] lr: 2.000e-02, eta: 20:11:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8484, loss_cls: 1.5172, loss: 1.5172, grad_norm: 3.9604 2021-06-17 21:11:30,150 - mmaction - INFO - Epoch [35][300/1879] lr: 2.000e-02, eta: 20:11:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8438, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.8845 2021-06-17 21:11:41,278 - mmaction - INFO - Epoch [35][320/1879] lr: 2.000e-02, eta: 20:11:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8516, loss_cls: 1.5036, loss: 1.5036, grad_norm: 3.8657 2021-06-17 21:11:52,429 - mmaction - INFO - Epoch [35][340/1879] lr: 2.000e-02, eta: 20:10:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8660, loss_cls: 1.4709, loss: 1.4709, grad_norm: 3.8723 2021-06-17 21:12:03,562 - mmaction - INFO - Epoch [35][360/1879] lr: 2.000e-02, eta: 20:10:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.0031 2021-06-17 21:12:14,682 - mmaction - INFO - Epoch [35][380/1879] lr: 2.000e-02, eta: 20:10:27, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5510, loss: 1.5510, grad_norm: 4.0206 2021-06-17 21:12:25,815 - mmaction - INFO - Epoch [35][400/1879] lr: 2.000e-02, eta: 20:10:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8488, loss_cls: 1.4870, loss: 1.4870, grad_norm: 3.8979 2021-06-17 21:12:36,954 - mmaction - INFO - Epoch [35][420/1879] lr: 2.000e-02, eta: 20:10:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8543, loss_cls: 1.4745, loss: 1.4745, grad_norm: 3.9353 2021-06-17 21:12:48,102 - mmaction - INFO - Epoch [35][440/1879] lr: 2.000e-02, eta: 20:09:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8590, loss_cls: 1.4501, loss: 1.4501, grad_norm: 3.9752 2021-06-17 21:12:59,244 - mmaction - INFO - Epoch [35][460/1879] lr: 2.000e-02, eta: 20:09:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8566, loss_cls: 1.4779, loss: 1.4779, grad_norm: 3.9628 2021-06-17 21:13:10,404 - mmaction - INFO - Epoch [35][480/1879] lr: 2.000e-02, eta: 20:09:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8414, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.9191 2021-06-17 21:13:21,502 - mmaction - INFO - Epoch [35][500/1879] lr: 2.000e-02, eta: 20:09:10, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.5179, loss: 1.5179, grad_norm: 3.8839 2021-06-17 21:13:32,637 - mmaction - INFO - Epoch [35][520/1879] lr: 2.000e-02, eta: 20:08:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8387, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.9367 2021-06-17 21:13:43,771 - mmaction - INFO - Epoch [35][540/1879] lr: 2.000e-02, eta: 20:08:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8512, loss_cls: 1.5070, loss: 1.5070, grad_norm: 3.8668 2021-06-17 21:13:54,916 - mmaction - INFO - Epoch [35][560/1879] lr: 2.000e-02, eta: 20:08:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8488, loss_cls: 1.5204, loss: 1.5204, grad_norm: 3.9586 2021-06-17 21:14:06,050 - mmaction - INFO - Epoch [35][580/1879] lr: 2.000e-02, eta: 20:08:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8535, loss_cls: 1.4660, loss: 1.4660, grad_norm: 3.8826 2021-06-17 21:14:17,197 - mmaction - INFO - Epoch [35][600/1879] lr: 2.000e-02, eta: 20:08:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8352, loss_cls: 1.5613, loss: 1.5613, grad_norm: 3.9423 2021-06-17 21:14:28,348 - mmaction - INFO - Epoch [35][620/1879] lr: 2.000e-02, eta: 20:07:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6488, top5_acc: 0.8473, loss_cls: 1.4699, loss: 1.4699, grad_norm: 3.8403 2021-06-17 21:14:39,490 - mmaction - INFO - Epoch [35][640/1879] lr: 2.000e-02, eta: 20:07:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8414, loss_cls: 1.4628, loss: 1.4628, grad_norm: 3.8430 2021-06-17 21:14:50,606 - mmaction - INFO - Epoch [35][660/1879] lr: 2.000e-02, eta: 20:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8473, loss_cls: 1.4883, loss: 1.4883, grad_norm: 3.8607 2021-06-17 21:15:01,752 - mmaction - INFO - Epoch [35][680/1879] lr: 2.000e-02, eta: 20:07:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.8863 2021-06-17 21:15:12,927 - mmaction - INFO - Epoch [35][700/1879] lr: 2.000e-02, eta: 20:07:01, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8574, loss_cls: 1.4214, loss: 1.4214, grad_norm: 3.7480 2021-06-17 21:15:24,094 - mmaction - INFO - Epoch [35][720/1879] lr: 2.000e-02, eta: 20:06:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8543, loss_cls: 1.4856, loss: 1.4856, grad_norm: 3.8951 2021-06-17 21:15:35,242 - mmaction - INFO - Epoch [35][740/1879] lr: 2.000e-02, eta: 20:06:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8371, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.9665 2021-06-17 21:15:46,384 - mmaction - INFO - Epoch [35][760/1879] lr: 2.000e-02, eta: 20:06:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8445, loss_cls: 1.5107, loss: 1.5107, grad_norm: 3.8472 2021-06-17 21:15:57,562 - mmaction - INFO - Epoch [35][780/1879] lr: 2.000e-02, eta: 20:06:09, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.8970 2021-06-17 21:16:08,724 - mmaction - INFO - Epoch [35][800/1879] lr: 2.000e-02, eta: 20:05:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8371, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.8718 2021-06-17 21:16:19,866 - mmaction - INFO - Epoch [35][820/1879] lr: 2.000e-02, eta: 20:05:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8371, loss_cls: 1.5277, loss: 1.5277, grad_norm: 4.0357 2021-06-17 21:16:31,012 - mmaction - INFO - Epoch [35][840/1879] lr: 2.000e-02, eta: 20:05:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8477, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.9228 2021-06-17 21:16:42,134 - mmaction - INFO - Epoch [35][860/1879] lr: 2.000e-02, eta: 20:05:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5497, loss: 1.5497, grad_norm: 3.9869 2021-06-17 21:16:53,283 - mmaction - INFO - Epoch [35][880/1879] lr: 2.000e-02, eta: 20:05:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8516, loss_cls: 1.4943, loss: 1.4943, grad_norm: 3.9046 2021-06-17 21:17:04,416 - mmaction - INFO - Epoch [35][900/1879] lr: 2.000e-02, eta: 20:04:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8504, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.7704 2021-06-17 21:17:15,570 - mmaction - INFO - Epoch [35][920/1879] lr: 2.000e-02, eta: 20:04:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8500, loss_cls: 1.4963, loss: 1.4963, grad_norm: 3.9618 2021-06-17 21:17:26,708 - mmaction - INFO - Epoch [35][940/1879] lr: 2.000e-02, eta: 20:04:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8332, loss_cls: 1.5542, loss: 1.5542, grad_norm: 3.9804 2021-06-17 21:17:37,856 - mmaction - INFO - Epoch [35][960/1879] lr: 2.000e-02, eta: 20:04:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8445, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.9200 2021-06-17 21:17:48,991 - mmaction - INFO - Epoch [35][980/1879] lr: 2.000e-02, eta: 20:04:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8336, loss_cls: 1.5632, loss: 1.5632, grad_norm: 3.8738 2021-06-17 21:18:00,140 - mmaction - INFO - Epoch [35][1000/1879] lr: 2.000e-02, eta: 20:03:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5658, loss: 1.5658, grad_norm: 3.9184 2021-06-17 21:18:11,300 - mmaction - INFO - Epoch [35][1020/1879] lr: 2.000e-02, eta: 20:03:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8469, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.9222 2021-06-17 21:18:22,461 - mmaction - INFO - Epoch [35][1040/1879] lr: 2.000e-02, eta: 20:03:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8500, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.9224 2021-06-17 21:18:33,591 - mmaction - INFO - Epoch [35][1060/1879] lr: 2.000e-02, eta: 20:03:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8461, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.8926 2021-06-17 21:18:44,732 - mmaction - INFO - Epoch [35][1080/1879] lr: 2.000e-02, eta: 20:02:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8414, loss_cls: 1.5508, loss: 1.5508, grad_norm: 3.8501 2021-06-17 21:18:55,890 - mmaction - INFO - Epoch [35][1100/1879] lr: 2.000e-02, eta: 20:02:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8473, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.9366 2021-06-17 21:19:07,041 - mmaction - INFO - Epoch [35][1120/1879] lr: 2.000e-02, eta: 20:02:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.7827 2021-06-17 21:19:18,175 - mmaction - INFO - Epoch [35][1140/1879] lr: 2.000e-02, eta: 20:02:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.8388 2021-06-17 21:19:29,303 - mmaction - INFO - Epoch [35][1160/1879] lr: 2.000e-02, eta: 20:02:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8496, loss_cls: 1.4841, loss: 1.4841, grad_norm: 3.9157 2021-06-17 21:19:40,457 - mmaction - INFO - Epoch [35][1180/1879] lr: 2.000e-02, eta: 20:01:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6145, top5_acc: 0.8355, loss_cls: 1.5641, loss: 1.5641, grad_norm: 3.9734 2021-06-17 21:19:51,606 - mmaction - INFO - Epoch [35][1200/1879] lr: 2.000e-02, eta: 20:01:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8441, loss_cls: 1.5411, loss: 1.5411, grad_norm: 3.9779 2021-06-17 21:20:02,769 - mmaction - INFO - Epoch [35][1220/1879] lr: 2.000e-02, eta: 20:01:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8508, loss_cls: 1.4989, loss: 1.4989, grad_norm: 3.8895 2021-06-17 21:20:13,904 - mmaction - INFO - Epoch [35][1240/1879] lr: 2.000e-02, eta: 20:01:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8441, loss_cls: 1.5223, loss: 1.5223, grad_norm: 4.0350 2021-06-17 21:20:25,054 - mmaction - INFO - Epoch [35][1260/1879] lr: 2.000e-02, eta: 20:01:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8426, loss_cls: 1.5219, loss: 1.5219, grad_norm: 3.8148 2021-06-17 21:20:36,194 - mmaction - INFO - Epoch [35][1280/1879] lr: 2.000e-02, eta: 20:00:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8430, loss_cls: 1.5176, loss: 1.5176, grad_norm: 3.9157 2021-06-17 21:20:47,357 - mmaction - INFO - Epoch [35][1300/1879] lr: 2.000e-02, eta: 20:00:35, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5115, loss: 1.5115, grad_norm: 3.8313 2021-06-17 21:20:58,502 - mmaction - INFO - Epoch [35][1320/1879] lr: 2.000e-02, eta: 20:00:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8367, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.9036 2021-06-17 21:21:09,658 - mmaction - INFO - Epoch [35][1340/1879] lr: 2.000e-02, eta: 20:00:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8426, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.9169 2021-06-17 21:21:20,807 - mmaction - INFO - Epoch [35][1360/1879] lr: 2.000e-02, eta: 19:59:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8566, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.8358 2021-06-17 21:21:31,950 - mmaction - INFO - Epoch [35][1380/1879] lr: 2.000e-02, eta: 19:59:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8270, loss_cls: 1.6155, loss: 1.6155, grad_norm: 4.0368 2021-06-17 21:21:43,088 - mmaction - INFO - Epoch [35][1400/1879] lr: 2.000e-02, eta: 19:59:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8398, loss_cls: 1.5335, loss: 1.5335, grad_norm: 4.0136 2021-06-17 21:21:54,249 - mmaction - INFO - Epoch [35][1420/1879] lr: 2.000e-02, eta: 19:59:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.0177 2021-06-17 21:22:05,383 - mmaction - INFO - Epoch [35][1440/1879] lr: 2.000e-02, eta: 19:59:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8484, loss_cls: 1.5008, loss: 1.5008, grad_norm: 3.9464 2021-06-17 21:22:16,514 - mmaction - INFO - Epoch [35][1460/1879] lr: 2.000e-02, eta: 19:58:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.8762 2021-06-17 21:22:27,664 - mmaction - INFO - Epoch [35][1480/1879] lr: 2.000e-02, eta: 19:58:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8434, loss_cls: 1.5726, loss: 1.5726, grad_norm: 3.9861 2021-06-17 21:22:38,809 - mmaction - INFO - Epoch [35][1500/1879] lr: 2.000e-02, eta: 19:58:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8453, loss_cls: 1.5159, loss: 1.5159, grad_norm: 3.8927 2021-06-17 21:22:49,946 - mmaction - INFO - Epoch [35][1520/1879] lr: 2.000e-02, eta: 19:58:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8340, loss_cls: 1.5585, loss: 1.5585, grad_norm: 3.8822 2021-06-17 21:23:01,072 - mmaction - INFO - Epoch [35][1540/1879] lr: 2.000e-02, eta: 19:58:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8465, loss_cls: 1.5277, loss: 1.5277, grad_norm: 3.9101 2021-06-17 21:23:12,200 - mmaction - INFO - Epoch [35][1560/1879] lr: 2.000e-02, eta: 19:57:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8480, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.9111 2021-06-17 21:23:23,349 - mmaction - INFO - Epoch [35][1580/1879] lr: 2.000e-02, eta: 19:57:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8434, loss_cls: 1.5580, loss: 1.5580, grad_norm: 3.9725 2021-06-17 21:23:34,522 - mmaction - INFO - Epoch [35][1600/1879] lr: 2.000e-02, eta: 19:57:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8582, loss_cls: 1.4410, loss: 1.4410, grad_norm: 3.7925 2021-06-17 21:23:45,623 - mmaction - INFO - Epoch [35][1620/1879] lr: 2.000e-02, eta: 19:57:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8445, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.9652 2021-06-17 21:23:56,757 - mmaction - INFO - Epoch [35][1640/1879] lr: 2.000e-02, eta: 19:56:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8348, loss_cls: 1.5056, loss: 1.5056, grad_norm: 3.8652 2021-06-17 21:24:07,886 - mmaction - INFO - Epoch [35][1660/1879] lr: 2.000e-02, eta: 19:56:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6215, top5_acc: 0.8309, loss_cls: 1.5656, loss: 1.5656, grad_norm: 3.9358 2021-06-17 21:24:19,029 - mmaction - INFO - Epoch [35][1680/1879] lr: 2.000e-02, eta: 19:56:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.8386 2021-06-17 21:24:30,167 - mmaction - INFO - Epoch [35][1700/1879] lr: 2.000e-02, eta: 19:56:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.9777 2021-06-17 21:24:41,325 - mmaction - INFO - Epoch [35][1720/1879] lr: 2.000e-02, eta: 19:56:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5354, loss: 1.5354, grad_norm: 3.8717 2021-06-17 21:24:52,469 - mmaction - INFO - Epoch [35][1740/1879] lr: 2.000e-02, eta: 19:55:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8457, loss_cls: 1.5357, loss: 1.5357, grad_norm: 3.9395 2021-06-17 21:25:03,630 - mmaction - INFO - Epoch [35][1760/1879] lr: 2.000e-02, eta: 19:55:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8422, loss_cls: 1.5056, loss: 1.5056, grad_norm: 3.8182 2021-06-17 21:25:14,762 - mmaction - INFO - Epoch [35][1780/1879] lr: 2.000e-02, eta: 19:55:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6051, top5_acc: 0.8281, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.9441 2021-06-17 21:25:25,919 - mmaction - INFO - Epoch [35][1800/1879] lr: 2.000e-02, eta: 19:55:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8320, loss_cls: 1.5445, loss: 1.5445, grad_norm: 3.7984 2021-06-17 21:25:37,070 - mmaction - INFO - Epoch [35][1820/1879] lr: 2.000e-02, eta: 19:55:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8473, loss_cls: 1.4767, loss: 1.4767, grad_norm: 3.7559 2021-06-17 21:25:48,215 - mmaction - INFO - Epoch [35][1840/1879] lr: 2.000e-02, eta: 19:54:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8363, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.8821 2021-06-17 21:25:59,344 - mmaction - INFO - Epoch [35][1860/1879] lr: 2.000e-02, eta: 19:54:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8449, loss_cls: 1.4914, loss: 1.4914, grad_norm: 3.8901 2021-06-17 21:26:10,872 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-06-17 21:27:27,491 - mmaction - INFO - Epoch [36][20/1879] lr: 2.000e-02, eta: 19:55:51, time: 3.808, data_time: 3.186, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8613, loss_cls: 1.4683, loss: 1.4683, grad_norm: 3.8645 2021-06-17 21:27:38,621 - mmaction - INFO - Epoch [36][40/1879] lr: 2.000e-02, eta: 19:55:38, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8559, loss_cls: 1.4841, loss: 1.4841, grad_norm: 3.8815 2021-06-17 21:27:49,757 - mmaction - INFO - Epoch [36][60/1879] lr: 2.000e-02, eta: 19:55:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4357, loss: 1.4357, grad_norm: 3.8130 2021-06-17 21:28:00,853 - mmaction - INFO - Epoch [36][80/1879] lr: 2.000e-02, eta: 19:55:12, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6566, top5_acc: 0.8531, loss_cls: 1.3926, loss: 1.3926, grad_norm: 3.7931 2021-06-17 21:28:11,991 - mmaction - INFO - Epoch [36][100/1879] lr: 2.000e-02, eta: 19:54:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8605, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.8708 2021-06-17 21:28:23,121 - mmaction - INFO - Epoch [36][120/1879] lr: 2.000e-02, eta: 19:54:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8523, loss_cls: 1.4470, loss: 1.4470, grad_norm: 3.9887 2021-06-17 21:28:34,248 - mmaction - INFO - Epoch [36][140/1879] lr: 2.000e-02, eta: 19:54:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8430, loss_cls: 1.5336, loss: 1.5336, grad_norm: 4.0216 2021-06-17 21:28:45,377 - mmaction - INFO - Epoch [36][160/1879] lr: 2.000e-02, eta: 19:54:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8582, loss_cls: 1.4142, loss: 1.4142, grad_norm: 3.7446 2021-06-17 21:28:56,509 - mmaction - INFO - Epoch [36][180/1879] lr: 2.000e-02, eta: 19:54:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8582, loss_cls: 1.4249, loss: 1.4249, grad_norm: 3.7768 2021-06-17 21:29:07,666 - mmaction - INFO - Epoch [36][200/1879] lr: 2.000e-02, eta: 19:53:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8434, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.9477 2021-06-17 21:29:18,850 - mmaction - INFO - Epoch [36][220/1879] lr: 2.000e-02, eta: 19:53:42, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.8509 2021-06-17 21:29:29,988 - mmaction - INFO - Epoch [36][240/1879] lr: 2.000e-02, eta: 19:53:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6504, top5_acc: 0.8562, loss_cls: 1.4265, loss: 1.4265, grad_norm: 3.9173 2021-06-17 21:29:41,167 - mmaction - INFO - Epoch [36][260/1879] lr: 2.000e-02, eta: 19:53:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.9937 2021-06-17 21:29:52,258 - mmaction - INFO - Epoch [36][280/1879] lr: 2.000e-02, eta: 19:53:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6543, top5_acc: 0.8621, loss_cls: 1.4119, loss: 1.4119, grad_norm: 3.8838 2021-06-17 21:30:03,449 - mmaction - INFO - Epoch [36][300/1879] lr: 2.000e-02, eta: 19:52:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8438, loss_cls: 1.5146, loss: 1.5146, grad_norm: 4.0608 2021-06-17 21:30:14,589 - mmaction - INFO - Epoch [36][320/1879] lr: 2.000e-02, eta: 19:52:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8496, loss_cls: 1.4687, loss: 1.4687, grad_norm: 3.8237 2021-06-17 21:30:25,737 - mmaction - INFO - Epoch [36][340/1879] lr: 2.000e-02, eta: 19:52:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8480, loss_cls: 1.4554, loss: 1.4554, grad_norm: 3.8042 2021-06-17 21:30:36,877 - mmaction - INFO - Epoch [36][360/1879] lr: 2.000e-02, eta: 19:52:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.4741, loss: 1.4741, grad_norm: 3.8740 2021-06-17 21:30:48,035 - mmaction - INFO - Epoch [36][380/1879] lr: 2.000e-02, eta: 19:51:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8504, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.8976 2021-06-17 21:30:59,161 - mmaction - INFO - Epoch [36][400/1879] lr: 2.000e-02, eta: 19:51:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8547, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.8393 2021-06-17 21:31:10,312 - mmaction - INFO - Epoch [36][420/1879] lr: 2.000e-02, eta: 19:51:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.5241, loss: 1.5241, grad_norm: 4.0520 2021-06-17 21:31:21,449 - mmaction - INFO - Epoch [36][440/1879] lr: 2.000e-02, eta: 19:51:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8488, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.9711 2021-06-17 21:31:32,600 - mmaction - INFO - Epoch [36][460/1879] lr: 2.000e-02, eta: 19:51:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8469, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.7432 2021-06-17 21:31:43,762 - mmaction - INFO - Epoch [36][480/1879] lr: 2.000e-02, eta: 19:50:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8461, loss_cls: 1.5554, loss: 1.5554, grad_norm: 4.0444 2021-06-17 21:31:54,939 - mmaction - INFO - Epoch [36][500/1879] lr: 2.000e-02, eta: 19:50:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4595, loss: 1.4595, grad_norm: 3.7904 2021-06-17 21:32:06,084 - mmaction - INFO - Epoch [36][520/1879] lr: 2.000e-02, eta: 19:50:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4350, loss: 1.4350, grad_norm: 3.8151 2021-06-17 21:32:17,213 - mmaction - INFO - Epoch [36][540/1879] lr: 2.000e-02, eta: 19:50:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8520, loss_cls: 1.4484, loss: 1.4484, grad_norm: 3.9444 2021-06-17 21:32:28,352 - mmaction - INFO - Epoch [36][560/1879] lr: 2.000e-02, eta: 19:50:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8547, loss_cls: 1.4566, loss: 1.4566, grad_norm: 4.0129 2021-06-17 21:32:39,507 - mmaction - INFO - Epoch [36][580/1879] lr: 2.000e-02, eta: 19:49:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.8962 2021-06-17 21:32:50,652 - mmaction - INFO - Epoch [36][600/1879] lr: 2.000e-02, eta: 19:49:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8551, loss_cls: 1.4642, loss: 1.4642, grad_norm: 3.8877 2021-06-17 21:33:01,787 - mmaction - INFO - Epoch [36][620/1879] lr: 2.000e-02, eta: 19:49:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8438, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.9901 2021-06-17 21:33:12,917 - mmaction - INFO - Epoch [36][640/1879] lr: 2.000e-02, eta: 19:49:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8531, loss_cls: 1.4630, loss: 1.4630, grad_norm: 3.9631 2021-06-17 21:33:24,074 - mmaction - INFO - Epoch [36][660/1879] lr: 2.000e-02, eta: 19:48:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8492, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.9153 2021-06-17 21:33:35,202 - mmaction - INFO - Epoch [36][680/1879] lr: 2.000e-02, eta: 19:48:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5243, loss: 1.5243, grad_norm: 3.8914 2021-06-17 21:33:46,345 - mmaction - INFO - Epoch [36][700/1879] lr: 2.000e-02, eta: 19:48:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8574, loss_cls: 1.4077, loss: 1.4077, grad_norm: 3.8555 2021-06-17 21:33:57,478 - mmaction - INFO - Epoch [36][720/1879] lr: 2.000e-02, eta: 19:48:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8426, loss_cls: 1.5418, loss: 1.5418, grad_norm: 4.0437 2021-06-17 21:34:08,633 - mmaction - INFO - Epoch [36][740/1879] lr: 2.000e-02, eta: 19:48:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8387, loss_cls: 1.5212, loss: 1.5212, grad_norm: 3.9408 2021-06-17 21:34:19,794 - mmaction - INFO - Epoch [36][760/1879] lr: 2.000e-02, eta: 19:47:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8473, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.9771 2021-06-17 21:34:30,951 - mmaction - INFO - Epoch [36][780/1879] lr: 2.000e-02, eta: 19:47:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8426, loss_cls: 1.5449, loss: 1.5449, grad_norm: 4.0263 2021-06-17 21:34:42,097 - mmaction - INFO - Epoch [36][800/1879] lr: 2.000e-02, eta: 19:47:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.9084 2021-06-17 21:34:53,250 - mmaction - INFO - Epoch [36][820/1879] lr: 2.000e-02, eta: 19:47:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8488, loss_cls: 1.5354, loss: 1.5354, grad_norm: 3.9894 2021-06-17 21:35:04,417 - mmaction - INFO - Epoch [36][840/1879] lr: 2.000e-02, eta: 19:47:04, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8492, loss_cls: 1.4413, loss: 1.4413, grad_norm: 3.8634 2021-06-17 21:35:15,567 - mmaction - INFO - Epoch [36][860/1879] lr: 2.000e-02, eta: 19:46:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8457, loss_cls: 1.4983, loss: 1.4983, grad_norm: 3.9083 2021-06-17 21:35:26,714 - mmaction - INFO - Epoch [36][880/1879] lr: 2.000e-02, eta: 19:46:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8445, loss_cls: 1.5092, loss: 1.5092, grad_norm: 3.8448 2021-06-17 21:35:37,873 - mmaction - INFO - Epoch [36][900/1879] lr: 2.000e-02, eta: 19:46:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8590, loss_cls: 1.4531, loss: 1.4531, grad_norm: 3.9630 2021-06-17 21:35:49,026 - mmaction - INFO - Epoch [36][920/1879] lr: 2.000e-02, eta: 19:46:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8449, loss_cls: 1.5044, loss: 1.5044, grad_norm: 3.8858 2021-06-17 21:36:00,169 - mmaction - INFO - Epoch [36][940/1879] lr: 2.000e-02, eta: 19:46:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8441, loss_cls: 1.5168, loss: 1.5168, grad_norm: 3.9148 2021-06-17 21:36:11,325 - mmaction - INFO - Epoch [36][960/1879] lr: 2.000e-02, eta: 19:45:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6520, top5_acc: 0.8609, loss_cls: 1.3898, loss: 1.3898, grad_norm: 3.6943 2021-06-17 21:36:22,487 - mmaction - INFO - Epoch [36][980/1879] lr: 2.000e-02, eta: 19:45:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4762, loss: 1.4762, grad_norm: 3.9289 2021-06-17 21:36:33,644 - mmaction - INFO - Epoch [36][1000/1879] lr: 2.000e-02, eta: 19:45:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8523, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.7738 2021-06-17 21:36:44,780 - mmaction - INFO - Epoch [36][1020/1879] lr: 2.000e-02, eta: 19:45:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8543, loss_cls: 1.5133, loss: 1.5133, grad_norm: 3.9739 2021-06-17 21:36:55,912 - mmaction - INFO - Epoch [36][1040/1879] lr: 2.000e-02, eta: 19:44:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.8117 2021-06-17 21:37:07,059 - mmaction - INFO - Epoch [36][1060/1879] lr: 2.000e-02, eta: 19:44:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8426, loss_cls: 1.5442, loss: 1.5442, grad_norm: 3.9484 2021-06-17 21:37:18,196 - mmaction - INFO - Epoch [36][1080/1879] lr: 2.000e-02, eta: 19:44:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6074, top5_acc: 0.8422, loss_cls: 1.5635, loss: 1.5635, grad_norm: 4.0149 2021-06-17 21:37:29,326 - mmaction - INFO - Epoch [36][1100/1879] lr: 2.000e-02, eta: 19:44:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8395, loss_cls: 1.5237, loss: 1.5237, grad_norm: 3.9022 2021-06-17 21:37:40,477 - mmaction - INFO - Epoch [36][1120/1879] lr: 2.000e-02, eta: 19:44:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8262, loss_cls: 1.5914, loss: 1.5914, grad_norm: 3.9043 2021-06-17 21:37:51,632 - mmaction - INFO - Epoch [36][1140/1879] lr: 2.000e-02, eta: 19:43:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6520, top5_acc: 0.8559, loss_cls: 1.4357, loss: 1.4357, grad_norm: 3.8301 2021-06-17 21:38:02,764 - mmaction - INFO - Epoch [36][1160/1879] lr: 2.000e-02, eta: 19:43:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8473, loss_cls: 1.5236, loss: 1.5236, grad_norm: 3.9382 2021-06-17 21:38:13,926 - mmaction - INFO - Epoch [36][1180/1879] lr: 2.000e-02, eta: 19:43:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.8901 2021-06-17 21:38:25,066 - mmaction - INFO - Epoch [36][1200/1879] lr: 2.000e-02, eta: 19:43:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8414, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.0050 2021-06-17 21:38:36,210 - mmaction - INFO - Epoch [36][1220/1879] lr: 2.000e-02, eta: 19:43:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8336, loss_cls: 1.5484, loss: 1.5484, grad_norm: 4.0555 2021-06-17 21:38:47,347 - mmaction - INFO - Epoch [36][1240/1879] lr: 2.000e-02, eta: 19:42:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5290, loss: 1.5290, grad_norm: 3.9575 2021-06-17 21:38:58,496 - mmaction - INFO - Epoch [36][1260/1879] lr: 2.000e-02, eta: 19:42:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8430, loss_cls: 1.5279, loss: 1.5279, grad_norm: 3.9815 2021-06-17 21:39:09,606 - mmaction - INFO - Epoch [36][1280/1879] lr: 2.000e-02, eta: 19:42:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8434, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.8770 2021-06-17 21:39:20,758 - mmaction - INFO - Epoch [36][1300/1879] lr: 2.000e-02, eta: 19:42:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8402, loss_cls: 1.5063, loss: 1.5063, grad_norm: 3.8638 2021-06-17 21:39:31,886 - mmaction - INFO - Epoch [36][1320/1879] lr: 2.000e-02, eta: 19:41:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8363, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.9528 2021-06-17 21:39:43,055 - mmaction - INFO - Epoch [36][1340/1879] lr: 2.000e-02, eta: 19:41:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8457, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.8603 2021-06-17 21:39:54,211 - mmaction - INFO - Epoch [36][1360/1879] lr: 2.000e-02, eta: 19:41:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5091, loss: 1.5091, grad_norm: 3.8288 2021-06-17 21:40:05,362 - mmaction - INFO - Epoch [36][1380/1879] lr: 2.000e-02, eta: 19:41:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8371, loss_cls: 1.5035, loss: 1.5035, grad_norm: 3.8716 2021-06-17 21:40:16,510 - mmaction - INFO - Epoch [36][1400/1879] lr: 2.000e-02, eta: 19:41:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5234, loss: 1.5234, grad_norm: 3.9595 2021-06-17 21:40:27,657 - mmaction - INFO - Epoch [36][1420/1879] lr: 2.000e-02, eta: 19:40:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8434, loss_cls: 1.5019, loss: 1.5019, grad_norm: 3.8799 2021-06-17 21:40:38,806 - mmaction - INFO - Epoch [36][1440/1879] lr: 2.000e-02, eta: 19:40:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8504, loss_cls: 1.4276, loss: 1.4276, grad_norm: 3.7761 2021-06-17 21:40:49,983 - mmaction - INFO - Epoch [36][1460/1879] lr: 2.000e-02, eta: 19:40:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8461, loss_cls: 1.5083, loss: 1.5083, grad_norm: 3.9298 2021-06-17 21:41:01,144 - mmaction - INFO - Epoch [36][1480/1879] lr: 2.000e-02, eta: 19:40:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8391, loss_cls: 1.5401, loss: 1.5401, grad_norm: 3.9045 2021-06-17 21:41:12,269 - mmaction - INFO - Epoch [36][1500/1879] lr: 2.000e-02, eta: 19:40:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8363, loss_cls: 1.5165, loss: 1.5165, grad_norm: 3.8983 2021-06-17 21:41:23,403 - mmaction - INFO - Epoch [36][1520/1879] lr: 2.000e-02, eta: 19:39:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8414, loss_cls: 1.5290, loss: 1.5290, grad_norm: 3.8675 2021-06-17 21:41:34,549 - mmaction - INFO - Epoch [36][1540/1879] lr: 2.000e-02, eta: 19:39:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8379, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.9146 2021-06-17 21:41:45,707 - mmaction - INFO - Epoch [36][1560/1879] lr: 2.000e-02, eta: 19:39:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8555, loss_cls: 1.4739, loss: 1.4739, grad_norm: 3.8253 2021-06-17 21:41:56,863 - mmaction - INFO - Epoch [36][1580/1879] lr: 2.000e-02, eta: 19:39:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8406, loss_cls: 1.5399, loss: 1.5399, grad_norm: 3.9007 2021-06-17 21:42:07,980 - mmaction - INFO - Epoch [36][1600/1879] lr: 2.000e-02, eta: 19:38:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.9040 2021-06-17 21:42:19,118 - mmaction - INFO - Epoch [36][1620/1879] lr: 2.000e-02, eta: 19:38:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6038, loss: 1.6038, grad_norm: 3.9853 2021-06-17 21:42:30,247 - mmaction - INFO - Epoch [36][1640/1879] lr: 2.000e-02, eta: 19:38:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.5197, loss: 1.5197, grad_norm: 3.9256 2021-06-17 21:42:41,393 - mmaction - INFO - Epoch [36][1660/1879] lr: 2.000e-02, eta: 19:38:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8465, loss_cls: 1.4957, loss: 1.4957, grad_norm: 3.8323 2021-06-17 21:42:52,546 - mmaction - INFO - Epoch [36][1680/1879] lr: 2.000e-02, eta: 19:38:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8402, loss_cls: 1.4862, loss: 1.4862, grad_norm: 3.8630 2021-06-17 21:43:03,690 - mmaction - INFO - Epoch [36][1700/1879] lr: 2.000e-02, eta: 19:37:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8352, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.9715 2021-06-17 21:43:14,843 - mmaction - INFO - Epoch [36][1720/1879] lr: 2.000e-02, eta: 19:37:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.4993, loss: 1.4993, grad_norm: 3.8934 2021-06-17 21:43:25,982 - mmaction - INFO - Epoch [36][1740/1879] lr: 2.000e-02, eta: 19:37:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8355, loss_cls: 1.5891, loss: 1.5891, grad_norm: 3.9499 2021-06-17 21:43:37,132 - mmaction - INFO - Epoch [36][1760/1879] lr: 2.000e-02, eta: 19:37:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8398, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.9452 2021-06-17 21:43:48,283 - mmaction - INFO - Epoch [36][1780/1879] lr: 2.000e-02, eta: 19:37:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8488, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.9742 2021-06-17 21:43:59,441 - mmaction - INFO - Epoch [36][1800/1879] lr: 2.000e-02, eta: 19:36:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8445, loss_cls: 1.4817, loss: 1.4817, grad_norm: 3.9046 2021-06-17 21:44:10,574 - mmaction - INFO - Epoch [36][1820/1879] lr: 2.000e-02, eta: 19:36:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8285, loss_cls: 1.5869, loss: 1.5869, grad_norm: 3.9976 2021-06-17 21:44:21,702 - mmaction - INFO - Epoch [36][1840/1879] lr: 2.000e-02, eta: 19:36:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8449, loss_cls: 1.5000, loss: 1.5000, grad_norm: 3.9012 2021-06-17 21:44:32,843 - mmaction - INFO - Epoch [36][1860/1879] lr: 2.000e-02, eta: 19:36:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8453, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.8768 2021-06-17 21:44:44,883 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-06-17 21:46:01,214 - mmaction - INFO - Epoch [37][20/1879] lr: 2.000e-02, eta: 19:37:22, time: 3.799, data_time: 3.200, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8422, loss_cls: 1.5194, loss: 1.5194, grad_norm: 3.8956 2021-06-17 21:46:12,351 - mmaction - INFO - Epoch [37][40/1879] lr: 2.000e-02, eta: 19:37:09, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6613, top5_acc: 0.8586, loss_cls: 1.4033, loss: 1.4033, grad_norm: 3.8130 2021-06-17 21:46:23,524 - mmaction - INFO - Epoch [37][60/1879] lr: 2.000e-02, eta: 19:36:56, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8637, loss_cls: 1.4035, loss: 1.4035, grad_norm: 3.8039 2021-06-17 21:46:34,649 - mmaction - INFO - Epoch [37][80/1879] lr: 2.000e-02, eta: 19:36:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8441, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.9841 2021-06-17 21:46:45,798 - mmaction - INFO - Epoch [37][100/1879] lr: 2.000e-02, eta: 19:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8566, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.8625 2021-06-17 21:46:56,935 - mmaction - INFO - Epoch [37][120/1879] lr: 2.000e-02, eta: 19:36:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8566, loss_cls: 1.4506, loss: 1.4506, grad_norm: 3.9816 2021-06-17 21:47:08,070 - mmaction - INFO - Epoch [37][140/1879] lr: 2.000e-02, eta: 19:36:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4607, loss: 1.4607, grad_norm: 3.9253 2021-06-17 21:47:19,195 - mmaction - INFO - Epoch [37][160/1879] lr: 2.000e-02, eta: 19:35:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8387, loss_cls: 1.5171, loss: 1.5171, grad_norm: 4.0043 2021-06-17 21:47:30,308 - mmaction - INFO - Epoch [37][180/1879] lr: 2.000e-02, eta: 19:35:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8562, loss_cls: 1.4375, loss: 1.4375, grad_norm: 3.8462 2021-06-17 21:47:41,446 - mmaction - INFO - Epoch [37][200/1879] lr: 2.000e-02, eta: 19:35:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8512, loss_cls: 1.4556, loss: 1.4556, grad_norm: 3.9584 2021-06-17 21:47:52,580 - mmaction - INFO - Epoch [37][220/1879] lr: 2.000e-02, eta: 19:35:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6465, top5_acc: 0.8555, loss_cls: 1.4232, loss: 1.4232, grad_norm: 3.9751 2021-06-17 21:48:03,719 - mmaction - INFO - Epoch [37][240/1879] lr: 2.000e-02, eta: 19:35:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.4992, loss: 1.4992, grad_norm: 4.0210 2021-06-17 21:48:14,857 - mmaction - INFO - Epoch [37][260/1879] lr: 2.000e-02, eta: 19:34:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8527, loss_cls: 1.4389, loss: 1.4389, grad_norm: 3.9303 2021-06-17 21:48:26,011 - mmaction - INFO - Epoch [37][280/1879] lr: 2.000e-02, eta: 19:34:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4913, loss: 1.4913, grad_norm: 3.9783 2021-06-17 21:48:37,158 - mmaction - INFO - Epoch [37][300/1879] lr: 2.000e-02, eta: 19:34:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8512, loss_cls: 1.4640, loss: 1.4640, grad_norm: 3.9346 2021-06-17 21:48:48,295 - mmaction - INFO - Epoch [37][320/1879] lr: 2.000e-02, eta: 19:34:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.9187 2021-06-17 21:48:59,454 - mmaction - INFO - Epoch [37][340/1879] lr: 2.000e-02, eta: 19:33:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.9510 2021-06-17 21:49:10,613 - mmaction - INFO - Epoch [37][360/1879] lr: 2.000e-02, eta: 19:33:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8457, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.8698 2021-06-17 21:49:21,757 - mmaction - INFO - Epoch [37][380/1879] lr: 2.000e-02, eta: 19:33:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6590, top5_acc: 0.8570, loss_cls: 1.4123, loss: 1.4123, grad_norm: 3.7813 2021-06-17 21:49:32,897 - mmaction - INFO - Epoch [37][400/1879] lr: 2.000e-02, eta: 19:33:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8547, loss_cls: 1.4957, loss: 1.4957, grad_norm: 3.9653 2021-06-17 21:49:44,026 - mmaction - INFO - Epoch [37][420/1879] lr: 2.000e-02, eta: 19:33:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5488, loss: 1.5488, grad_norm: 3.9350 2021-06-17 21:49:55,189 - mmaction - INFO - Epoch [37][440/1879] lr: 2.000e-02, eta: 19:32:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8539, loss_cls: 1.4611, loss: 1.4611, grad_norm: 3.9878 2021-06-17 21:50:06,437 - mmaction - INFO - Epoch [37][460/1879] lr: 2.000e-02, eta: 19:32:40, time: 0.563, data_time: 0.003, memory: 7080, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4599, loss: 1.4599, grad_norm: 3.8265 2021-06-17 21:50:17,590 - mmaction - INFO - Epoch [37][480/1879] lr: 2.000e-02, eta: 19:32:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4693, loss: 1.4693, grad_norm: 4.0449 2021-06-17 21:50:28,725 - mmaction - INFO - Epoch [37][500/1879] lr: 2.000e-02, eta: 19:32:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8613, loss_cls: 1.4117, loss: 1.4117, grad_norm: 3.8835 2021-06-17 21:50:39,848 - mmaction - INFO - Epoch [37][520/1879] lr: 2.000e-02, eta: 19:32:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8582, loss_cls: 1.4389, loss: 1.4389, grad_norm: 3.8973 2021-06-17 21:50:50,987 - mmaction - INFO - Epoch [37][540/1879] lr: 2.000e-02, eta: 19:31:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8523, loss_cls: 1.4852, loss: 1.4852, grad_norm: 4.0136 2021-06-17 21:51:02,153 - mmaction - INFO - Epoch [37][560/1879] lr: 2.000e-02, eta: 19:31:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8551, loss_cls: 1.4696, loss: 1.4696, grad_norm: 3.9168 2021-06-17 21:51:13,261 - mmaction - INFO - Epoch [37][580/1879] lr: 2.000e-02, eta: 19:31:23, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8441, loss_cls: 1.4843, loss: 1.4843, grad_norm: 3.9787 2021-06-17 21:51:24,402 - mmaction - INFO - Epoch [37][600/1879] lr: 2.000e-02, eta: 19:31:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8438, loss_cls: 1.5226, loss: 1.5226, grad_norm: 4.0149 2021-06-17 21:51:35,538 - mmaction - INFO - Epoch [37][620/1879] lr: 2.000e-02, eta: 19:30:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8434, loss_cls: 1.4927, loss: 1.4927, grad_norm: 3.9735 2021-06-17 21:51:46,701 - mmaction - INFO - Epoch [37][640/1879] lr: 2.000e-02, eta: 19:30:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8551, loss_cls: 1.4840, loss: 1.4840, grad_norm: 4.0080 2021-06-17 21:51:57,862 - mmaction - INFO - Epoch [37][660/1879] lr: 2.000e-02, eta: 19:30:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8402, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.9478 2021-06-17 21:52:08,987 - mmaction - INFO - Epoch [37][680/1879] lr: 2.000e-02, eta: 19:30:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8332, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.9708 2021-06-17 21:52:20,068 - mmaction - INFO - Epoch [37][700/1879] lr: 2.000e-02, eta: 19:30:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8438, loss_cls: 1.5271, loss: 1.5271, grad_norm: 3.9545 2021-06-17 21:52:31,176 - mmaction - INFO - Epoch [37][720/1879] lr: 2.000e-02, eta: 19:29:53, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.4954, loss: 1.4954, grad_norm: 4.0060 2021-06-17 21:52:42,286 - mmaction - INFO - Epoch [37][740/1879] lr: 2.000e-02, eta: 19:29:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8434, loss_cls: 1.5394, loss: 1.5394, grad_norm: 4.0479 2021-06-17 21:52:53,393 - mmaction - INFO - Epoch [37][760/1879] lr: 2.000e-02, eta: 19:29:28, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8426, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.8541 2021-06-17 21:53:04,551 - mmaction - INFO - Epoch [37][780/1879] lr: 2.000e-02, eta: 19:29:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8480, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.9222 2021-06-17 21:53:15,643 - mmaction - INFO - Epoch [37][800/1879] lr: 2.000e-02, eta: 19:29:02, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8488, loss_cls: 1.4825, loss: 1.4825, grad_norm: 3.8802 2021-06-17 21:53:26,801 - mmaction - INFO - Epoch [37][820/1879] lr: 2.000e-02, eta: 19:28:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8535, loss_cls: 1.4516, loss: 1.4516, grad_norm: 3.8785 2021-06-17 21:53:37,941 - mmaction - INFO - Epoch [37][840/1879] lr: 2.000e-02, eta: 19:28:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4979, loss: 1.4979, grad_norm: 3.9560 2021-06-17 21:53:49,090 - mmaction - INFO - Epoch [37][860/1879] lr: 2.000e-02, eta: 19:28:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8469, loss_cls: 1.5211, loss: 1.5211, grad_norm: 3.8831 2021-06-17 21:54:00,252 - mmaction - INFO - Epoch [37][880/1879] lr: 2.000e-02, eta: 19:28:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8465, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.8065 2021-06-17 21:54:11,356 - mmaction - INFO - Epoch [37][900/1879] lr: 2.000e-02, eta: 19:27:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8457, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.8145 2021-06-17 21:54:22,511 - mmaction - INFO - Epoch [37][920/1879] lr: 2.000e-02, eta: 19:27:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8492, loss_cls: 1.4563, loss: 1.4563, grad_norm: 3.9311 2021-06-17 21:54:33,663 - mmaction - INFO - Epoch [37][940/1879] lr: 2.000e-02, eta: 19:27:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8566, loss_cls: 1.4673, loss: 1.4673, grad_norm: 3.9207 2021-06-17 21:54:44,825 - mmaction - INFO - Epoch [37][960/1879] lr: 2.000e-02, eta: 19:27:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8527, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.8235 2021-06-17 21:54:56,038 - mmaction - INFO - Epoch [37][980/1879] lr: 2.000e-02, eta: 19:27:07, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.4930, loss: 1.4930, grad_norm: 3.9434 2021-06-17 21:55:07,166 - mmaction - INFO - Epoch [37][1000/1879] lr: 2.000e-02, eta: 19:26:54, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8395, loss_cls: 1.5398, loss: 1.5398, grad_norm: 4.0809 2021-06-17 21:55:18,316 - mmaction - INFO - Epoch [37][1020/1879] lr: 2.000e-02, eta: 19:26:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8500, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.9789 2021-06-17 21:55:29,463 - mmaction - INFO - Epoch [37][1040/1879] lr: 2.000e-02, eta: 19:26:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8445, loss_cls: 1.5218, loss: 1.5218, grad_norm: 4.0275 2021-06-17 21:55:40,620 - mmaction - INFO - Epoch [37][1060/1879] lr: 2.000e-02, eta: 19:26:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8324, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.0059 2021-06-17 21:55:51,775 - mmaction - INFO - Epoch [37][1080/1879] lr: 2.000e-02, eta: 19:26:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5264, loss: 1.5264, grad_norm: 3.9006 2021-06-17 21:56:02,979 - mmaction - INFO - Epoch [37][1100/1879] lr: 2.000e-02, eta: 19:25:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8594, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.7836 2021-06-17 21:56:14,126 - mmaction - INFO - Epoch [37][1120/1879] lr: 2.000e-02, eta: 19:25:38, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8523, loss_cls: 1.4962, loss: 1.4962, grad_norm: 4.0795 2021-06-17 21:56:25,263 - mmaction - INFO - Epoch [37][1140/1879] lr: 2.000e-02, eta: 19:25:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8348, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.9919 2021-06-17 21:56:36,393 - mmaction - INFO - Epoch [37][1160/1879] lr: 2.000e-02, eta: 19:25:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8504, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.8953 2021-06-17 21:56:47,542 - mmaction - INFO - Epoch [37][1180/1879] lr: 2.000e-02, eta: 19:24:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8402, loss_cls: 1.5500, loss: 1.5500, grad_norm: 3.9669 2021-06-17 21:56:58,680 - mmaction - INFO - Epoch [37][1200/1879] lr: 2.000e-02, eta: 19:24:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8508, loss_cls: 1.4857, loss: 1.4857, grad_norm: 3.9005 2021-06-17 21:57:09,819 - mmaction - INFO - Epoch [37][1220/1879] lr: 2.000e-02, eta: 19:24:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8520, loss_cls: 1.4683, loss: 1.4683, grad_norm: 3.8213 2021-06-17 21:57:20,959 - mmaction - INFO - Epoch [37][1240/1879] lr: 2.000e-02, eta: 19:24:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8453, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.9687 2021-06-17 21:57:32,114 - mmaction - INFO - Epoch [37][1260/1879] lr: 2.000e-02, eta: 19:24:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8590, loss_cls: 1.4299, loss: 1.4299, grad_norm: 3.8550 2021-06-17 21:57:43,264 - mmaction - INFO - Epoch [37][1280/1879] lr: 2.000e-02, eta: 19:23:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8445, loss_cls: 1.5403, loss: 1.5403, grad_norm: 4.0942 2021-06-17 21:57:54,409 - mmaction - INFO - Epoch [37][1300/1879] lr: 2.000e-02, eta: 19:23:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8434, loss_cls: 1.5284, loss: 1.5284, grad_norm: 3.9274 2021-06-17 21:58:05,564 - mmaction - INFO - Epoch [37][1320/1879] lr: 2.000e-02, eta: 19:23:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6410, top5_acc: 0.8512, loss_cls: 1.4727, loss: 1.4727, grad_norm: 3.8965 2021-06-17 21:58:16,712 - mmaction - INFO - Epoch [37][1340/1879] lr: 2.000e-02, eta: 19:23:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8445, loss_cls: 1.5049, loss: 1.5049, grad_norm: 3.8878 2021-06-17 21:58:27,850 - mmaction - INFO - Epoch [37][1360/1879] lr: 2.000e-02, eta: 19:23:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8488, loss_cls: 1.5452, loss: 1.5452, grad_norm: 4.0353 2021-06-17 21:58:39,002 - mmaction - INFO - Epoch [37][1380/1879] lr: 2.000e-02, eta: 19:22:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8531, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.9389 2021-06-17 21:58:50,133 - mmaction - INFO - Epoch [37][1400/1879] lr: 2.000e-02, eta: 19:22:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8504, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.1068 2021-06-17 21:59:01,282 - mmaction - INFO - Epoch [37][1420/1879] lr: 2.000e-02, eta: 19:22:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8504, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.9815 2021-06-17 21:59:12,424 - mmaction - INFO - Epoch [37][1440/1879] lr: 2.000e-02, eta: 19:22:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.4050, loss: 1.4050, grad_norm: 3.8437 2021-06-17 21:59:23,576 - mmaction - INFO - Epoch [37][1460/1879] lr: 2.000e-02, eta: 19:22:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8328, loss_cls: 1.5499, loss: 1.5499, grad_norm: 3.9504 2021-06-17 21:59:34,722 - mmaction - INFO - Epoch [37][1480/1879] lr: 2.000e-02, eta: 19:21:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8434, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.8149 2021-06-17 21:59:45,878 - mmaction - INFO - Epoch [37][1500/1879] lr: 2.000e-02, eta: 19:21:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8527, loss_cls: 1.4898, loss: 1.4898, grad_norm: 4.0524 2021-06-17 21:59:57,035 - mmaction - INFO - Epoch [37][1520/1879] lr: 2.000e-02, eta: 19:21:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8441, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.8302 2021-06-17 22:00:08,192 - mmaction - INFO - Epoch [37][1540/1879] lr: 2.000e-02, eta: 19:21:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6465, top5_acc: 0.8613, loss_cls: 1.4405, loss: 1.4405, grad_norm: 3.8271 2021-06-17 22:00:19,329 - mmaction - INFO - Epoch [37][1560/1879] lr: 2.000e-02, eta: 19:20:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8566, loss_cls: 1.4590, loss: 1.4590, grad_norm: 3.8514 2021-06-17 22:00:30,478 - mmaction - INFO - Epoch [37][1580/1879] lr: 2.000e-02, eta: 19:20:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8473, loss_cls: 1.5490, loss: 1.5490, grad_norm: 3.9189 2021-06-17 22:00:41,601 - mmaction - INFO - Epoch [37][1600/1879] lr: 2.000e-02, eta: 19:20:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.8837 2021-06-17 22:00:52,752 - mmaction - INFO - Epoch [37][1620/1879] lr: 2.000e-02, eta: 19:20:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.0282 2021-06-17 22:01:03,896 - mmaction - INFO - Epoch [37][1640/1879] lr: 2.000e-02, eta: 19:20:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8402, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.9194 2021-06-17 22:01:15,045 - mmaction - INFO - Epoch [37][1660/1879] lr: 2.000e-02, eta: 19:19:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.7909 2021-06-17 22:01:26,168 - mmaction - INFO - Epoch [37][1680/1879] lr: 2.000e-02, eta: 19:19:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8344, loss_cls: 1.5153, loss: 1.5153, grad_norm: 3.8767 2021-06-17 22:01:37,335 - mmaction - INFO - Epoch [37][1700/1879] lr: 2.000e-02, eta: 19:19:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5967, loss: 1.5967, grad_norm: 4.0182 2021-06-17 22:01:48,485 - mmaction - INFO - Epoch [37][1720/1879] lr: 2.000e-02, eta: 19:19:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8383, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.9514 2021-06-17 22:01:59,631 - mmaction - INFO - Epoch [37][1740/1879] lr: 2.000e-02, eta: 19:19:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8344, loss_cls: 1.5202, loss: 1.5202, grad_norm: 4.0055 2021-06-17 22:02:10,781 - mmaction - INFO - Epoch [37][1760/1879] lr: 2.000e-02, eta: 19:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8387, loss_cls: 1.5500, loss: 1.5500, grad_norm: 3.9809 2021-06-17 22:02:21,908 - mmaction - INFO - Epoch [37][1780/1879] lr: 2.000e-02, eta: 19:18:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8441, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.8232 2021-06-17 22:02:33,031 - mmaction - INFO - Epoch [37][1800/1879] lr: 2.000e-02, eta: 19:18:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8496, loss_cls: 1.5037, loss: 1.5037, grad_norm: 3.9106 2021-06-17 22:02:44,172 - mmaction - INFO - Epoch [37][1820/1879] lr: 2.000e-02, eta: 19:18:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.5319, loss: 1.5319, grad_norm: 3.9401 2021-06-17 22:02:55,314 - mmaction - INFO - Epoch [37][1840/1879] lr: 2.000e-02, eta: 19:17:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8461, loss_cls: 1.4868, loss: 1.4868, grad_norm: 3.8512 2021-06-17 22:03:06,458 - mmaction - INFO - Epoch [37][1860/1879] lr: 2.000e-02, eta: 19:17:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8445, loss_cls: 1.5121, loss: 1.5121, grad_norm: 3.8913 2021-06-17 22:03:18,373 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-06-17 22:04:34,960 - mmaction - INFO - Epoch [38][20/1879] lr: 2.000e-02, eta: 19:18:53, time: 3.805, data_time: 3.235, memory: 7080, top1_acc: 0.6465, top5_acc: 0.8543, loss_cls: 1.4650, loss: 1.4650, grad_norm: 3.8364 2021-06-17 22:04:46,150 - mmaction - INFO - Epoch [38][40/1879] lr: 2.000e-02, eta: 19:18:41, time: 0.559, data_time: 0.005, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8570, loss_cls: 1.4210, loss: 1.4210, grad_norm: 3.8731 2021-06-17 22:04:57,264 - mmaction - INFO - Epoch [38][60/1879] lr: 2.000e-02, eta: 19:18:28, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4192, loss: 1.4192, grad_norm: 3.7179 2021-06-17 22:05:09,758 - mmaction - INFO - Epoch [38][80/1879] lr: 2.000e-02, eta: 19:18:17, time: 0.624, data_time: 0.002, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8488, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.8740 2021-06-17 22:05:20,861 - mmaction - INFO - Epoch [38][100/1879] lr: 2.000e-02, eta: 19:18:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8676, loss_cls: 1.3622, loss: 1.3622, grad_norm: 3.7809 2021-06-17 22:05:32,071 - mmaction - INFO - Epoch [38][120/1879] lr: 2.000e-02, eta: 19:17:52, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6621, top5_acc: 0.8664, loss_cls: 1.3906, loss: 1.3906, grad_norm: 3.8829 2021-06-17 22:05:43,202 - mmaction - INFO - Epoch [38][140/1879] lr: 2.000e-02, eta: 19:17:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8527, loss_cls: 1.4880, loss: 1.4880, grad_norm: 4.0138 2021-06-17 22:05:54,351 - mmaction - INFO - Epoch [38][160/1879] lr: 2.000e-02, eta: 19:17:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8594, loss_cls: 1.4540, loss: 1.4540, grad_norm: 3.9784 2021-06-17 22:06:05,503 - mmaction - INFO - Epoch [38][180/1879] lr: 2.000e-02, eta: 19:17:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8586, loss_cls: 1.4713, loss: 1.4713, grad_norm: 3.8790 2021-06-17 22:06:16,640 - mmaction - INFO - Epoch [38][200/1879] lr: 2.000e-02, eta: 19:17:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8418, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.9484 2021-06-17 22:06:27,771 - mmaction - INFO - Epoch [38][220/1879] lr: 2.000e-02, eta: 19:16:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8504, loss_cls: 1.4351, loss: 1.4351, grad_norm: 3.9291 2021-06-17 22:06:38,933 - mmaction - INFO - Epoch [38][240/1879] lr: 2.000e-02, eta: 19:16:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8488, loss_cls: 1.4675, loss: 1.4675, grad_norm: 3.8703 2021-06-17 22:06:50,104 - mmaction - INFO - Epoch [38][260/1879] lr: 2.000e-02, eta: 19:16:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8453, loss_cls: 1.4706, loss: 1.4706, grad_norm: 3.9645 2021-06-17 22:07:01,217 - mmaction - INFO - Epoch [38][280/1879] lr: 2.000e-02, eta: 19:16:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.9104 2021-06-17 22:07:12,372 - mmaction - INFO - Epoch [38][300/1879] lr: 2.000e-02, eta: 19:15:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8578, loss_cls: 1.4392, loss: 1.4392, grad_norm: 3.9037 2021-06-17 22:07:23,505 - mmaction - INFO - Epoch [38][320/1879] lr: 2.000e-02, eta: 19:15:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6551, top5_acc: 0.8551, loss_cls: 1.4117, loss: 1.4117, grad_norm: 3.8685 2021-06-17 22:07:34,655 - mmaction - INFO - Epoch [38][340/1879] lr: 2.000e-02, eta: 19:15:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8527, loss_cls: 1.4593, loss: 1.4593, grad_norm: 3.8819 2021-06-17 22:07:45,808 - mmaction - INFO - Epoch [38][360/1879] lr: 2.000e-02, eta: 19:15:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8441, loss_cls: 1.5033, loss: 1.5033, grad_norm: 4.0395 2021-06-17 22:07:56,909 - mmaction - INFO - Epoch [38][380/1879] lr: 2.000e-02, eta: 19:15:06, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8449, loss_cls: 1.4840, loss: 1.4840, grad_norm: 3.9344 2021-06-17 22:08:08,050 - mmaction - INFO - Epoch [38][400/1879] lr: 2.000e-02, eta: 19:14:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8605, loss_cls: 1.4065, loss: 1.4065, grad_norm: 3.9074 2021-06-17 22:08:19,189 - mmaction - INFO - Epoch [38][420/1879] lr: 2.000e-02, eta: 19:14:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8535, loss_cls: 1.4388, loss: 1.4388, grad_norm: 3.9247 2021-06-17 22:08:30,330 - mmaction - INFO - Epoch [38][440/1879] lr: 2.000e-02, eta: 19:14:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8430, loss_cls: 1.4753, loss: 1.4753, grad_norm: 3.9853 2021-06-17 22:08:41,510 - mmaction - INFO - Epoch [38][460/1879] lr: 2.000e-02, eta: 19:14:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6277, top5_acc: 0.8527, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.9740 2021-06-17 22:08:52,666 - mmaction - INFO - Epoch [38][480/1879] lr: 2.000e-02, eta: 19:14:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8566, loss_cls: 1.4200, loss: 1.4200, grad_norm: 3.9215 2021-06-17 22:09:03,849 - mmaction - INFO - Epoch [38][500/1879] lr: 2.000e-02, eta: 19:13:49, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4049, loss: 1.4049, grad_norm: 3.8855 2021-06-17 22:09:15,003 - mmaction - INFO - Epoch [38][520/1879] lr: 2.000e-02, eta: 19:13:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4668, loss: 1.4668, grad_norm: 3.9106 2021-06-17 22:09:26,139 - mmaction - INFO - Epoch [38][540/1879] lr: 2.000e-02, eta: 19:13:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6434, top5_acc: 0.8551, loss_cls: 1.4460, loss: 1.4460, grad_norm: 3.9536 2021-06-17 22:09:37,290 - mmaction - INFO - Epoch [38][560/1879] lr: 2.000e-02, eta: 19:13:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8504, loss_cls: 1.4287, loss: 1.4287, grad_norm: 3.8939 2021-06-17 22:09:48,427 - mmaction - INFO - Epoch [38][580/1879] lr: 2.000e-02, eta: 19:12:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8516, loss_cls: 1.4679, loss: 1.4679, grad_norm: 3.9628 2021-06-17 22:09:59,567 - mmaction - INFO - Epoch [38][600/1879] lr: 2.000e-02, eta: 19:12:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8426, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.9690 2021-06-17 22:10:10,788 - mmaction - INFO - Epoch [38][620/1879] lr: 2.000e-02, eta: 19:12:33, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.4469, loss: 1.4469, grad_norm: 3.8845 2021-06-17 22:10:21,891 - mmaction - INFO - Epoch [38][640/1879] lr: 2.000e-02, eta: 19:12:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8402, loss_cls: 1.5099, loss: 1.5099, grad_norm: 4.0003 2021-06-17 22:10:33,019 - mmaction - INFO - Epoch [38][660/1879] lr: 2.000e-02, eta: 19:12:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5008, loss: 1.5008, grad_norm: 3.9109 2021-06-17 22:10:44,147 - mmaction - INFO - Epoch [38][680/1879] lr: 2.000e-02, eta: 19:11:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4713, loss: 1.4713, grad_norm: 4.0270 2021-06-17 22:10:55,273 - mmaction - INFO - Epoch [38][700/1879] lr: 2.000e-02, eta: 19:11:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8578, loss_cls: 1.4313, loss: 1.4313, grad_norm: 3.9571 2021-06-17 22:11:06,420 - mmaction - INFO - Epoch [38][720/1879] lr: 2.000e-02, eta: 19:11:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8453, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.9775 2021-06-17 22:11:17,562 - mmaction - INFO - Epoch [38][740/1879] lr: 2.000e-02, eta: 19:11:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6129, top5_acc: 0.8461, loss_cls: 1.5402, loss: 1.5402, grad_norm: 4.0294 2021-06-17 22:11:28,698 - mmaction - INFO - Epoch [38][760/1879] lr: 2.000e-02, eta: 19:11:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8473, loss_cls: 1.4726, loss: 1.4726, grad_norm: 3.9288 2021-06-17 22:11:39,846 - mmaction - INFO - Epoch [38][780/1879] lr: 2.000e-02, eta: 19:10:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8473, loss_cls: 1.4587, loss: 1.4587, grad_norm: 3.9197 2021-06-17 22:11:50,996 - mmaction - INFO - Epoch [38][800/1879] lr: 2.000e-02, eta: 19:10:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8586, loss_cls: 1.4843, loss: 1.4843, grad_norm: 4.0200 2021-06-17 22:12:02,153 - mmaction - INFO - Epoch [38][820/1879] lr: 2.000e-02, eta: 19:10:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8551, loss_cls: 1.4683, loss: 1.4683, grad_norm: 3.9721 2021-06-17 22:12:13,289 - mmaction - INFO - Epoch [38][840/1879] lr: 2.000e-02, eta: 19:10:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6098, top5_acc: 0.8484, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.9673 2021-06-17 22:12:24,450 - mmaction - INFO - Epoch [38][860/1879] lr: 2.000e-02, eta: 19:10:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4933, loss: 1.4933, grad_norm: 3.8724 2021-06-17 22:12:35,548 - mmaction - INFO - Epoch [38][880/1879] lr: 2.000e-02, eta: 19:09:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8461, loss_cls: 1.5080, loss: 1.5080, grad_norm: 4.0636 2021-06-17 22:12:46,709 - mmaction - INFO - Epoch [38][900/1879] lr: 2.000e-02, eta: 19:09:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8461, loss_cls: 1.4956, loss: 1.4956, grad_norm: 3.8865 2021-06-17 22:12:57,868 - mmaction - INFO - Epoch [38][920/1879] lr: 2.000e-02, eta: 19:09:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8449, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.0054 2021-06-17 22:13:09,012 - mmaction - INFO - Epoch [38][940/1879] lr: 2.000e-02, eta: 19:09:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8605, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.9660 2021-06-17 22:13:20,151 - mmaction - INFO - Epoch [38][960/1879] lr: 2.000e-02, eta: 19:08:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8535, loss_cls: 1.5236, loss: 1.5236, grad_norm: 4.0875 2021-06-17 22:13:31,299 - mmaction - INFO - Epoch [38][980/1879] lr: 2.000e-02, eta: 19:08:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8461, loss_cls: 1.4730, loss: 1.4730, grad_norm: 3.9611 2021-06-17 22:13:42,445 - mmaction - INFO - Epoch [38][1000/1879] lr: 2.000e-02, eta: 19:08:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6504, top5_acc: 0.8559, loss_cls: 1.4327, loss: 1.4327, grad_norm: 3.9567 2021-06-17 22:13:53,593 - mmaction - INFO - Epoch [38][1020/1879] lr: 2.000e-02, eta: 19:08:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8480, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.9341 2021-06-17 22:14:04,730 - mmaction - INFO - Epoch [38][1040/1879] lr: 2.000e-02, eta: 19:08:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.5071, loss: 1.5071, grad_norm: 3.9989 2021-06-17 22:14:15,873 - mmaction - INFO - Epoch [38][1060/1879] lr: 2.000e-02, eta: 19:07:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8426, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.0338 2021-06-17 22:14:27,012 - mmaction - INFO - Epoch [38][1080/1879] lr: 2.000e-02, eta: 19:07:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5526, loss: 1.5526, grad_norm: 4.0195 2021-06-17 22:14:38,154 - mmaction - INFO - Epoch [38][1100/1879] lr: 2.000e-02, eta: 19:07:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8465, loss_cls: 1.5218, loss: 1.5218, grad_norm: 4.0779 2021-06-17 22:14:49,321 - mmaction - INFO - Epoch [38][1120/1879] lr: 2.000e-02, eta: 19:07:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6488, top5_acc: 0.8551, loss_cls: 1.4086, loss: 1.4086, grad_norm: 3.8677 2021-06-17 22:15:00,478 - mmaction - INFO - Epoch [38][1140/1879] lr: 2.000e-02, eta: 19:07:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8559, loss_cls: 1.4385, loss: 1.4385, grad_norm: 3.9423 2021-06-17 22:15:11,671 - mmaction - INFO - Epoch [38][1160/1879] lr: 2.000e-02, eta: 19:06:49, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4920, loss: 1.4920, grad_norm: 3.9009 2021-06-17 22:15:22,810 - mmaction - INFO - Epoch [38][1180/1879] lr: 2.000e-02, eta: 19:06:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4777, loss: 1.4777, grad_norm: 3.9394 2021-06-17 22:15:33,953 - mmaction - INFO - Epoch [38][1200/1879] lr: 2.000e-02, eta: 19:06:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8430, loss_cls: 1.5068, loss: 1.5068, grad_norm: 3.9111 2021-06-17 22:15:45,105 - mmaction - INFO - Epoch [38][1220/1879] lr: 2.000e-02, eta: 19:06:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8383, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.9358 2021-06-17 22:15:56,249 - mmaction - INFO - Epoch [38][1240/1879] lr: 2.000e-02, eta: 19:05:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8422, loss_cls: 1.5300, loss: 1.5300, grad_norm: 3.9362 2021-06-17 22:16:07,406 - mmaction - INFO - Epoch [38][1260/1879] lr: 2.000e-02, eta: 19:05:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6434, top5_acc: 0.8531, loss_cls: 1.4573, loss: 1.4573, grad_norm: 3.8215 2021-06-17 22:16:18,544 - mmaction - INFO - Epoch [38][1280/1879] lr: 2.000e-02, eta: 19:05:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8445, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.9875 2021-06-17 22:16:29,698 - mmaction - INFO - Epoch [38][1300/1879] lr: 2.000e-02, eta: 19:05:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8605, loss_cls: 1.4181, loss: 1.4181, grad_norm: 3.8781 2021-06-17 22:16:40,880 - mmaction - INFO - Epoch [38][1320/1879] lr: 2.000e-02, eta: 19:05:07, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8398, loss_cls: 1.4973, loss: 1.4973, grad_norm: 3.9868 2021-06-17 22:16:51,976 - mmaction - INFO - Epoch [38][1340/1879] lr: 2.000e-02, eta: 19:04:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8449, loss_cls: 1.5180, loss: 1.5180, grad_norm: 3.9635 2021-06-17 22:17:03,115 - mmaction - INFO - Epoch [38][1360/1879] lr: 2.000e-02, eta: 19:04:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6441, top5_acc: 0.8531, loss_cls: 1.4511, loss: 1.4511, grad_norm: 3.8123 2021-06-17 22:17:14,257 - mmaction - INFO - Epoch [38][1380/1879] lr: 2.000e-02, eta: 19:04:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8426, loss_cls: 1.5212, loss: 1.5212, grad_norm: 3.9358 2021-06-17 22:17:25,418 - mmaction - INFO - Epoch [38][1400/1879] lr: 2.000e-02, eta: 19:04:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8441, loss_cls: 1.5197, loss: 1.5197, grad_norm: 3.9050 2021-06-17 22:17:36,573 - mmaction - INFO - Epoch [38][1420/1879] lr: 2.000e-02, eta: 19:04:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8469, loss_cls: 1.5287, loss: 1.5287, grad_norm: 3.8716 2021-06-17 22:17:47,722 - mmaction - INFO - Epoch [38][1440/1879] lr: 2.000e-02, eta: 19:03:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6359, top5_acc: 0.8418, loss_cls: 1.4986, loss: 1.4986, grad_norm: 3.8428 2021-06-17 22:17:58,880 - mmaction - INFO - Epoch [38][1460/1879] lr: 2.000e-02, eta: 19:03:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8441, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.8371 2021-06-17 22:18:10,007 - mmaction - INFO - Epoch [38][1480/1879] lr: 2.000e-02, eta: 19:03:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8375, loss_cls: 1.5569, loss: 1.5569, grad_norm: 3.9676 2021-06-17 22:18:21,114 - mmaction - INFO - Epoch [38][1500/1879] lr: 2.000e-02, eta: 19:03:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8336, loss_cls: 1.5563, loss: 1.5563, grad_norm: 3.9749 2021-06-17 22:18:32,263 - mmaction - INFO - Epoch [38][1520/1879] lr: 2.000e-02, eta: 19:03:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8355, loss_cls: 1.5225, loss: 1.5225, grad_norm: 3.9141 2021-06-17 22:18:43,405 - mmaction - INFO - Epoch [38][1540/1879] lr: 2.000e-02, eta: 19:02:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8480, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.9182 2021-06-17 22:18:54,559 - mmaction - INFO - Epoch [38][1560/1879] lr: 2.000e-02, eta: 19:02:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8496, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.9783 2021-06-17 22:19:05,711 - mmaction - INFO - Epoch [38][1580/1879] lr: 2.000e-02, eta: 19:02:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8402, loss_cls: 1.4981, loss: 1.4981, grad_norm: 3.9451 2021-06-17 22:19:16,851 - mmaction - INFO - Epoch [38][1600/1879] lr: 2.000e-02, eta: 19:02:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8527, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.9977 2021-06-17 22:19:27,972 - mmaction - INFO - Epoch [38][1620/1879] lr: 2.000e-02, eta: 19:01:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.9559 2021-06-17 22:19:39,129 - mmaction - INFO - Epoch [38][1640/1879] lr: 2.000e-02, eta: 19:01:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8387, loss_cls: 1.5575, loss: 1.5575, grad_norm: 3.9453 2021-06-17 22:19:50,257 - mmaction - INFO - Epoch [38][1660/1879] lr: 2.000e-02, eta: 19:01:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8395, loss_cls: 1.5085, loss: 1.5085, grad_norm: 3.9078 2021-06-17 22:20:01,402 - mmaction - INFO - Epoch [38][1680/1879] lr: 2.000e-02, eta: 19:01:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8469, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.9672 2021-06-17 22:20:12,563 - mmaction - INFO - Epoch [38][1700/1879] lr: 2.000e-02, eta: 19:01:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8355, loss_cls: 1.5590, loss: 1.5590, grad_norm: 4.0174 2021-06-17 22:20:23,702 - mmaction - INFO - Epoch [38][1720/1879] lr: 2.000e-02, eta: 19:00:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6105, top5_acc: 0.8340, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.0638 2021-06-17 22:20:34,833 - mmaction - INFO - Epoch [38][1740/1879] lr: 2.000e-02, eta: 19:00:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8422, loss_cls: 1.5245, loss: 1.5245, grad_norm: 3.8832 2021-06-17 22:20:45,963 - mmaction - INFO - Epoch [38][1760/1879] lr: 2.000e-02, eta: 19:00:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8512, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.7734 2021-06-17 22:20:57,106 - mmaction - INFO - Epoch [38][1780/1879] lr: 2.000e-02, eta: 19:00:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8363, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.9175 2021-06-17 22:21:08,253 - mmaction - INFO - Epoch [38][1800/1879] lr: 2.000e-02, eta: 19:00:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8461, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.9577 2021-06-17 22:21:19,398 - mmaction - INFO - Epoch [38][1820/1879] lr: 2.000e-02, eta: 18:59:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8328, loss_cls: 1.5494, loss: 1.5494, grad_norm: 4.0229 2021-06-17 22:21:30,568 - mmaction - INFO - Epoch [38][1840/1879] lr: 2.000e-02, eta: 18:59:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8605, loss_cls: 1.4245, loss: 1.4245, grad_norm: 3.8674 2021-06-17 22:21:41,667 - mmaction - INFO - Epoch [38][1860/1879] lr: 2.000e-02, eta: 18:59:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8570, loss_cls: 1.4595, loss: 1.4595, grad_norm: 3.8940 2021-06-17 22:21:53,434 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-06-17 22:23:11,172 - mmaction - INFO - Epoch [39][20/1879] lr: 2.000e-02, eta: 19:00:29, time: 3.843, data_time: 3.192, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8434, loss_cls: 1.4966, loss: 1.4966, grad_norm: 3.9708 2021-06-17 22:23:22,326 - mmaction - INFO - Epoch [39][40/1879] lr: 2.000e-02, eta: 19:00:16, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8523, loss_cls: 1.4213, loss: 1.4213, grad_norm: 3.9311 2021-06-17 22:23:33,429 - mmaction - INFO - Epoch [39][60/1879] lr: 2.000e-02, eta: 19:00:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4289, loss: 1.4289, grad_norm: 3.8711 2021-06-17 22:23:44,541 - mmaction - INFO - Epoch [39][80/1879] lr: 2.000e-02, eta: 18:59:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4392, loss: 1.4392, grad_norm: 3.9004 2021-06-17 22:23:55,657 - mmaction - INFO - Epoch [39][100/1879] lr: 2.000e-02, eta: 18:59:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.9732 2021-06-17 22:24:06,790 - mmaction - INFO - Epoch [39][120/1879] lr: 2.000e-02, eta: 18:59:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8555, loss_cls: 1.4341, loss: 1.4341, grad_norm: 3.9597 2021-06-17 22:24:17,913 - mmaction - INFO - Epoch [39][140/1879] lr: 2.000e-02, eta: 18:59:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6426, top5_acc: 0.8535, loss_cls: 1.4398, loss: 1.4398, grad_norm: 3.9110 2021-06-17 22:24:29,038 - mmaction - INFO - Epoch [39][160/1879] lr: 2.000e-02, eta: 18:59:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8512, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.9255 2021-06-17 22:24:40,165 - mmaction - INFO - Epoch [39][180/1879] lr: 2.000e-02, eta: 18:58:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6367, top5_acc: 0.8551, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.9192 2021-06-17 22:24:51,350 - mmaction - INFO - Epoch [39][200/1879] lr: 2.000e-02, eta: 18:58:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4795, loss: 1.4795, grad_norm: 3.9491 2021-06-17 22:25:02,593 - mmaction - INFO - Epoch [39][220/1879] lr: 2.000e-02, eta: 18:58:22, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8523, loss_cls: 1.4275, loss: 1.4275, grad_norm: 3.8029 2021-06-17 22:25:13,657 - mmaction - INFO - Epoch [39][240/1879] lr: 2.000e-02, eta: 18:58:09, time: 0.553, data_time: 0.000, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4303, loss: 1.4303, grad_norm: 3.9242 2021-06-17 22:25:24,806 - mmaction - INFO - Epoch [39][260/1879] lr: 2.000e-02, eta: 18:57:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8465, loss_cls: 1.4592, loss: 1.4592, grad_norm: 3.9813 2021-06-17 22:25:35,987 - mmaction - INFO - Epoch [39][280/1879] lr: 2.000e-02, eta: 18:57:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6574, top5_acc: 0.8527, loss_cls: 1.4389, loss: 1.4389, grad_norm: 3.9321 2021-06-17 22:25:47,103 - mmaction - INFO - Epoch [39][300/1879] lr: 2.000e-02, eta: 18:57:31, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8559, loss_cls: 1.4202, loss: 1.4202, grad_norm: 3.8971 2021-06-17 22:25:58,247 - mmaction - INFO - Epoch [39][320/1879] lr: 2.000e-02, eta: 18:57:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4553, loss: 1.4553, grad_norm: 3.9770 2021-06-17 22:26:09,383 - mmaction - INFO - Epoch [39][340/1879] lr: 2.000e-02, eta: 18:57:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4462, loss: 1.4462, grad_norm: 3.9670 2021-06-17 22:26:20,527 - mmaction - INFO - Epoch [39][360/1879] lr: 2.000e-02, eta: 18:56:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8602, loss_cls: 1.4137, loss: 1.4137, grad_norm: 3.9090 2021-06-17 22:26:31,666 - mmaction - INFO - Epoch [39][380/1879] lr: 2.000e-02, eta: 18:56:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.9147 2021-06-17 22:26:42,788 - mmaction - INFO - Epoch [39][400/1879] lr: 2.000e-02, eta: 18:56:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8578, loss_cls: 1.4390, loss: 1.4390, grad_norm: 4.0305 2021-06-17 22:26:53,943 - mmaction - INFO - Epoch [39][420/1879] lr: 2.000e-02, eta: 18:56:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.0620 2021-06-17 22:27:05,060 - mmaction - INFO - Epoch [39][440/1879] lr: 2.000e-02, eta: 18:56:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8594, loss_cls: 1.4439, loss: 1.4439, grad_norm: 4.0245 2021-06-17 22:27:16,188 - mmaction - INFO - Epoch [39][460/1879] lr: 2.000e-02, eta: 18:55:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8629, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.9038 2021-06-17 22:27:27,327 - mmaction - INFO - Epoch [39][480/1879] lr: 2.000e-02, eta: 18:55:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8543, loss_cls: 1.4667, loss: 1.4667, grad_norm: 4.0146 2021-06-17 22:27:38,470 - mmaction - INFO - Epoch [39][500/1879] lr: 2.000e-02, eta: 18:55:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8410, loss_cls: 1.5519, loss: 1.5519, grad_norm: 4.0211 2021-06-17 22:27:49,641 - mmaction - INFO - Epoch [39][520/1879] lr: 2.000e-02, eta: 18:55:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6438, top5_acc: 0.8465, loss_cls: 1.4717, loss: 1.4717, grad_norm: 3.9458 2021-06-17 22:28:00,781 - mmaction - INFO - Epoch [39][540/1879] lr: 2.000e-02, eta: 18:54:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6207, top5_acc: 0.8461, loss_cls: 1.4939, loss: 1.4939, grad_norm: 3.9476 2021-06-17 22:28:11,929 - mmaction - INFO - Epoch [39][560/1879] lr: 2.000e-02, eta: 18:54:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8480, loss_cls: 1.4752, loss: 1.4752, grad_norm: 3.9943 2021-06-17 22:28:23,088 - mmaction - INFO - Epoch [39][580/1879] lr: 2.000e-02, eta: 18:54:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4988, loss: 1.4988, grad_norm: 4.0345 2021-06-17 22:28:34,229 - mmaction - INFO - Epoch [39][600/1879] lr: 2.000e-02, eta: 18:54:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8504, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.9295 2021-06-17 22:28:45,394 - mmaction - INFO - Epoch [39][620/1879] lr: 2.000e-02, eta: 18:54:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8441, loss_cls: 1.5043, loss: 1.5043, grad_norm: 4.0275 2021-06-17 22:28:56,547 - mmaction - INFO - Epoch [39][640/1879] lr: 2.000e-02, eta: 18:53:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8418, loss_cls: 1.5086, loss: 1.5086, grad_norm: 3.9121 2021-06-17 22:29:07,673 - mmaction - INFO - Epoch [39][660/1879] lr: 2.000e-02, eta: 18:53:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6379, top5_acc: 0.8562, loss_cls: 1.4413, loss: 1.4413, grad_norm: 3.9222 2021-06-17 22:29:18,807 - mmaction - INFO - Epoch [39][680/1879] lr: 2.000e-02, eta: 18:53:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8555, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.9638 2021-06-17 22:29:29,949 - mmaction - INFO - Epoch [39][700/1879] lr: 2.000e-02, eta: 18:53:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4351, loss: 1.4351, grad_norm: 3.9889 2021-06-17 22:29:41,091 - mmaction - INFO - Epoch [39][720/1879] lr: 2.000e-02, eta: 18:53:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6223, top5_acc: 0.8508, loss_cls: 1.4758, loss: 1.4758, grad_norm: 4.0150 2021-06-17 22:29:52,226 - mmaction - INFO - Epoch [39][740/1879] lr: 2.000e-02, eta: 18:52:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8457, loss_cls: 1.5274, loss: 1.5274, grad_norm: 4.0685 2021-06-17 22:30:03,393 - mmaction - INFO - Epoch [39][760/1879] lr: 2.000e-02, eta: 18:52:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8543, loss_cls: 1.4668, loss: 1.4668, grad_norm: 3.9585 2021-06-17 22:30:14,502 - mmaction - INFO - Epoch [39][780/1879] lr: 2.000e-02, eta: 18:52:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8367, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.9715 2021-06-17 22:30:25,655 - mmaction - INFO - Epoch [39][800/1879] lr: 2.000e-02, eta: 18:52:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8348, loss_cls: 1.5070, loss: 1.5070, grad_norm: 3.9984 2021-06-17 22:30:36,801 - mmaction - INFO - Epoch [39][820/1879] lr: 2.000e-02, eta: 18:52:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6320, top5_acc: 0.8543, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.9525 2021-06-17 22:30:47,962 - mmaction - INFO - Epoch [39][840/1879] lr: 2.000e-02, eta: 18:51:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4520, loss: 1.4520, grad_norm: 3.9406 2021-06-17 22:30:59,106 - mmaction - INFO - Epoch [39][860/1879] lr: 2.000e-02, eta: 18:51:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8523, loss_cls: 1.4512, loss: 1.4512, grad_norm: 3.8492 2021-06-17 22:31:10,276 - mmaction - INFO - Epoch [39][880/1879] lr: 2.000e-02, eta: 18:51:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8527, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.9531 2021-06-17 22:31:21,409 - mmaction - INFO - Epoch [39][900/1879] lr: 2.000e-02, eta: 18:51:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6152, top5_acc: 0.8488, loss_cls: 1.5450, loss: 1.5450, grad_norm: 4.1260 2021-06-17 22:31:32,566 - mmaction - INFO - Epoch [39][920/1879] lr: 2.000e-02, eta: 18:50:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8406, loss_cls: 1.5329, loss: 1.5329, grad_norm: 3.9482 2021-06-17 22:31:43,731 - mmaction - INFO - Epoch [39][940/1879] lr: 2.000e-02, eta: 18:50:44, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8383, loss_cls: 1.5006, loss: 1.5006, grad_norm: 3.8420 2021-06-17 22:31:54,875 - mmaction - INFO - Epoch [39][960/1879] lr: 2.000e-02, eta: 18:50:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8418, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.8754 2021-06-17 22:32:06,036 - mmaction - INFO - Epoch [39][980/1879] lr: 2.000e-02, eta: 18:50:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8477, loss_cls: 1.4659, loss: 1.4659, grad_norm: 3.9064 2021-06-17 22:32:17,205 - mmaction - INFO - Epoch [39][1000/1879] lr: 2.000e-02, eta: 18:50:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8492, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.9295 2021-06-17 22:32:28,344 - mmaction - INFO - Epoch [39][1020/1879] lr: 2.000e-02, eta: 18:49:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8562, loss_cls: 1.4748, loss: 1.4748, grad_norm: 3.9230 2021-06-17 22:32:39,477 - mmaction - INFO - Epoch [39][1040/1879] lr: 2.000e-02, eta: 18:49:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6246, top5_acc: 0.8465, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.9473 2021-06-17 22:32:50,623 - mmaction - INFO - Epoch [39][1060/1879] lr: 2.000e-02, eta: 18:49:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8449, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.9841 2021-06-17 22:33:01,763 - mmaction - INFO - Epoch [39][1080/1879] lr: 2.000e-02, eta: 18:49:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8496, loss_cls: 1.4644, loss: 1.4644, grad_norm: 3.9258 2021-06-17 22:33:12,861 - mmaction - INFO - Epoch [39][1100/1879] lr: 2.000e-02, eta: 18:49:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8496, loss_cls: 1.4671, loss: 1.4671, grad_norm: 3.9219 2021-06-17 22:33:24,008 - mmaction - INFO - Epoch [39][1120/1879] lr: 2.000e-02, eta: 18:48:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8418, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.9300 2021-06-17 22:33:35,154 - mmaction - INFO - Epoch [39][1140/1879] lr: 2.000e-02, eta: 18:48:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.9264 2021-06-17 22:33:46,303 - mmaction - INFO - Epoch [39][1160/1879] lr: 2.000e-02, eta: 18:48:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.8948 2021-06-17 22:33:57,459 - mmaction - INFO - Epoch [39][1180/1879] lr: 2.000e-02, eta: 18:48:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6406, top5_acc: 0.8543, loss_cls: 1.4458, loss: 1.4458, grad_norm: 3.9326 2021-06-17 22:34:08,605 - mmaction - INFO - Epoch [39][1200/1879] lr: 2.000e-02, eta: 18:47:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8426, loss_cls: 1.5040, loss: 1.5040, grad_norm: 3.9823 2021-06-17 22:34:19,737 - mmaction - INFO - Epoch [39][1220/1879] lr: 2.000e-02, eta: 18:47:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8383, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.0393 2021-06-17 22:34:30,870 - mmaction - INFO - Epoch [39][1240/1879] lr: 2.000e-02, eta: 18:47:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8480, loss_cls: 1.4796, loss: 1.4796, grad_norm: 3.9358 2021-06-17 22:34:42,031 - mmaction - INFO - Epoch [39][1260/1879] lr: 2.000e-02, eta: 18:47:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8504, loss_cls: 1.4995, loss: 1.4995, grad_norm: 4.0041 2021-06-17 22:34:53,175 - mmaction - INFO - Epoch [39][1280/1879] lr: 2.000e-02, eta: 18:47:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4815, loss: 1.4815, grad_norm: 4.0677 2021-06-17 22:35:04,344 - mmaction - INFO - Epoch [39][1300/1879] lr: 2.000e-02, eta: 18:46:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.9343 2021-06-17 22:35:15,487 - mmaction - INFO - Epoch [39][1320/1879] lr: 2.000e-02, eta: 18:46:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6375, top5_acc: 0.8488, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.9253 2021-06-17 22:35:26,633 - mmaction - INFO - Epoch [39][1340/1879] lr: 2.000e-02, eta: 18:46:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.8591 2021-06-17 22:35:37,769 - mmaction - INFO - Epoch [39][1360/1879] lr: 2.000e-02, eta: 18:46:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8547, loss_cls: 1.4826, loss: 1.4826, grad_norm: 3.8931 2021-06-17 22:35:48,910 - mmaction - INFO - Epoch [39][1380/1879] lr: 2.000e-02, eta: 18:46:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8480, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.9634 2021-06-17 22:36:00,066 - mmaction - INFO - Epoch [39][1400/1879] lr: 2.000e-02, eta: 18:45:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8598, loss_cls: 1.5055, loss: 1.5055, grad_norm: 3.9653 2021-06-17 22:36:11,225 - mmaction - INFO - Epoch [39][1420/1879] lr: 2.000e-02, eta: 18:45:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6574, top5_acc: 0.8543, loss_cls: 1.4149, loss: 1.4149, grad_norm: 3.7231 2021-06-17 22:36:22,381 - mmaction - INFO - Epoch [39][1440/1879] lr: 2.000e-02, eta: 18:45:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8520, loss_cls: 1.4760, loss: 1.4760, grad_norm: 4.0011 2021-06-17 22:36:33,533 - mmaction - INFO - Epoch [39][1460/1879] lr: 2.000e-02, eta: 18:45:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8555, loss_cls: 1.4816, loss: 1.4816, grad_norm: 4.0008 2021-06-17 22:36:44,686 - mmaction - INFO - Epoch [39][1480/1879] lr: 2.000e-02, eta: 18:45:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6113, top5_acc: 0.8391, loss_cls: 1.5361, loss: 1.5361, grad_norm: 4.0461 2021-06-17 22:36:55,816 - mmaction - INFO - Epoch [39][1500/1879] lr: 2.000e-02, eta: 18:44:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6340, top5_acc: 0.8488, loss_cls: 1.4613, loss: 1.4613, grad_norm: 3.9855 2021-06-17 22:37:06,955 - mmaction - INFO - Epoch [39][1520/1879] lr: 2.000e-02, eta: 18:44:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6184, top5_acc: 0.8480, loss_cls: 1.5550, loss: 1.5550, grad_norm: 4.0262 2021-06-17 22:37:18,089 - mmaction - INFO - Epoch [39][1540/1879] lr: 2.000e-02, eta: 18:44:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6160, top5_acc: 0.8418, loss_cls: 1.5310, loss: 1.5310, grad_norm: 3.9701 2021-06-17 22:37:29,254 - mmaction - INFO - Epoch [39][1560/1879] lr: 2.000e-02, eta: 18:44:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8375, loss_cls: 1.5461, loss: 1.5461, grad_norm: 3.9360 2021-06-17 22:37:40,410 - mmaction - INFO - Epoch [39][1580/1879] lr: 2.000e-02, eta: 18:43:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8285, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.9464 2021-06-17 22:37:51,557 - mmaction - INFO - Epoch [39][1600/1879] lr: 2.000e-02, eta: 18:43:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8492, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.9409 2021-06-17 22:38:02,704 - mmaction - INFO - Epoch [39][1620/1879] lr: 2.000e-02, eta: 18:43:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8371, loss_cls: 1.5340, loss: 1.5340, grad_norm: 4.0403 2021-06-17 22:38:13,832 - mmaction - INFO - Epoch [39][1640/1879] lr: 2.000e-02, eta: 18:43:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.0003 2021-06-17 22:38:24,976 - mmaction - INFO - Epoch [39][1660/1879] lr: 2.000e-02, eta: 18:43:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.5068, loss: 1.5068, grad_norm: 3.9387 2021-06-17 22:38:36,139 - mmaction - INFO - Epoch [39][1680/1879] lr: 2.000e-02, eta: 18:42:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6121, top5_acc: 0.8438, loss_cls: 1.5891, loss: 1.5891, grad_norm: 4.0260 2021-06-17 22:38:47,297 - mmaction - INFO - Epoch [39][1700/1879] lr: 2.000e-02, eta: 18:42:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8465, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.9778 2021-06-17 22:38:58,454 - mmaction - INFO - Epoch [39][1720/1879] lr: 2.000e-02, eta: 18:42:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8465, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.9139 2021-06-17 22:39:09,614 - mmaction - INFO - Epoch [39][1740/1879] lr: 2.000e-02, eta: 18:42:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8418, loss_cls: 1.4933, loss: 1.4933, grad_norm: 3.8005 2021-06-17 22:39:20,751 - mmaction - INFO - Epoch [39][1760/1879] lr: 2.000e-02, eta: 18:42:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8391, loss_cls: 1.5207, loss: 1.5207, grad_norm: 3.8979 2021-06-17 22:39:31,915 - mmaction - INFO - Epoch [39][1780/1879] lr: 2.000e-02, eta: 18:41:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8445, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.9207 2021-06-17 22:39:43,070 - mmaction - INFO - Epoch [39][1800/1879] lr: 2.000e-02, eta: 18:41:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8484, loss_cls: 1.5001, loss: 1.5001, grad_norm: 4.0150 2021-06-17 22:39:54,199 - mmaction - INFO - Epoch [39][1820/1879] lr: 2.000e-02, eta: 18:41:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6199, top5_acc: 0.8402, loss_cls: 1.5629, loss: 1.5629, grad_norm: 3.9710 2021-06-17 22:40:05,362 - mmaction - INFO - Epoch [39][1840/1879] lr: 2.000e-02, eta: 18:41:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8469, loss_cls: 1.5198, loss: 1.5198, grad_norm: 4.0030 2021-06-17 22:40:16,509 - mmaction - INFO - Epoch [39][1860/1879] lr: 2.000e-02, eta: 18:41:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8453, loss_cls: 1.5015, loss: 1.5015, grad_norm: 3.9160 2021-06-17 22:40:28,116 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-06-17 22:41:45,401 - mmaction - INFO - Epoch [40][20/1879] lr: 2.000e-02, eta: 18:42:01, time: 3.801, data_time: 3.158, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8695, loss_cls: 1.3770, loss: 1.3770, grad_norm: 3.8816 2021-06-17 22:41:56,537 - mmaction - INFO - Epoch [40][40/1879] lr: 2.000e-02, eta: 18:41:48, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8664, loss_cls: 1.3654, loss: 1.3654, grad_norm: 3.9398 2021-06-17 22:42:07,651 - mmaction - INFO - Epoch [40][60/1879] lr: 2.000e-02, eta: 18:41:36, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6535, top5_acc: 0.8562, loss_cls: 1.4117, loss: 1.4117, grad_norm: 3.9068 2021-06-17 22:42:18,755 - mmaction - INFO - Epoch [40][80/1879] lr: 2.000e-02, eta: 18:41:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6559, top5_acc: 0.8602, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.9015 2021-06-17 22:42:29,893 - mmaction - INFO - Epoch [40][100/1879] lr: 2.000e-02, eta: 18:41:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6434, top5_acc: 0.8465, loss_cls: 1.4624, loss: 1.4624, grad_norm: 4.0327 2021-06-17 22:42:41,023 - mmaction - INFO - Epoch [40][120/1879] lr: 2.000e-02, eta: 18:40:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.8668 2021-06-17 22:42:52,143 - mmaction - INFO - Epoch [40][140/1879] lr: 2.000e-02, eta: 18:40:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8527, loss_cls: 1.4497, loss: 1.4497, grad_norm: 3.9664 2021-06-17 22:43:03,281 - mmaction - INFO - Epoch [40][160/1879] lr: 2.000e-02, eta: 18:40:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6652, top5_acc: 0.8598, loss_cls: 1.3706, loss: 1.3706, grad_norm: 3.8245 2021-06-17 22:43:14,405 - mmaction - INFO - Epoch [40][180/1879] lr: 2.000e-02, eta: 18:40:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6457, top5_acc: 0.8578, loss_cls: 1.4017, loss: 1.4017, grad_norm: 3.8442 2021-06-17 22:43:25,551 - mmaction - INFO - Epoch [40][200/1879] lr: 2.000e-02, eta: 18:40:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8582, loss_cls: 1.3950, loss: 1.3950, grad_norm: 3.8816 2021-06-17 22:43:36,676 - mmaction - INFO - Epoch [40][220/1879] lr: 2.000e-02, eta: 18:39:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8496, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.0454 2021-06-17 22:43:47,794 - mmaction - INFO - Epoch [40][240/1879] lr: 2.000e-02, eta: 18:39:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8387, loss_cls: 1.4938, loss: 1.4938, grad_norm: 3.9961 2021-06-17 22:43:58,919 - mmaction - INFO - Epoch [40][260/1879] lr: 2.000e-02, eta: 18:39:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8473, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.9405 2021-06-17 22:44:10,060 - mmaction - INFO - Epoch [40][280/1879] lr: 2.000e-02, eta: 18:39:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6422, top5_acc: 0.8543, loss_cls: 1.4227, loss: 1.4227, grad_norm: 3.9082 2021-06-17 22:44:21,200 - mmaction - INFO - Epoch [40][300/1879] lr: 2.000e-02, eta: 18:39:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8488, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.8414 2021-06-17 22:44:32,325 - mmaction - INFO - Epoch [40][320/1879] lr: 2.000e-02, eta: 18:38:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8500, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.9409 2021-06-17 22:44:43,497 - mmaction - INFO - Epoch [40][340/1879] lr: 2.000e-02, eta: 18:38:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8543, loss_cls: 1.4542, loss: 1.4542, grad_norm: 3.9887 2021-06-17 22:44:54,618 - mmaction - INFO - Epoch [40][360/1879] lr: 2.000e-02, eta: 18:38:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6301, top5_acc: 0.8477, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.8665 2021-06-17 22:45:05,788 - mmaction - INFO - Epoch [40][380/1879] lr: 2.000e-02, eta: 18:38:12, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4002, loss: 1.4002, grad_norm: 3.8291 2021-06-17 22:45:16,931 - mmaction - INFO - Epoch [40][400/1879] lr: 2.000e-02, eta: 18:38:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6480, top5_acc: 0.8613, loss_cls: 1.3774, loss: 1.3774, grad_norm: 3.8210 2021-06-17 22:45:28,049 - mmaction - INFO - Epoch [40][420/1879] lr: 2.000e-02, eta: 18:37:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6457, top5_acc: 0.8539, loss_cls: 1.4210, loss: 1.4210, grad_norm: 3.8627 2021-06-17 22:45:39,218 - mmaction - INFO - Epoch [40][440/1879] lr: 2.000e-02, eta: 18:37:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6512, top5_acc: 0.8465, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.9522 2021-06-17 22:45:50,354 - mmaction - INFO - Epoch [40][460/1879] lr: 2.000e-02, eta: 18:37:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5386, loss: 1.5386, grad_norm: 3.8980 2021-06-17 22:46:01,504 - mmaction - INFO - Epoch [40][480/1879] lr: 2.000e-02, eta: 18:37:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8508, loss_cls: 1.4728, loss: 1.4728, grad_norm: 3.9491 2021-06-17 22:46:12,659 - mmaction - INFO - Epoch [40][500/1879] lr: 2.000e-02, eta: 18:36:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.4975, loss: 1.4975, grad_norm: 4.0066 2021-06-17 22:46:23,793 - mmaction - INFO - Epoch [40][520/1879] lr: 2.000e-02, eta: 18:36:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.8613 2021-06-17 22:46:34,945 - mmaction - INFO - Epoch [40][540/1879] lr: 2.000e-02, eta: 18:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8512, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.9986 2021-06-17 22:46:46,085 - mmaction - INFO - Epoch [40][560/1879] lr: 2.000e-02, eta: 18:36:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4313, loss: 1.4313, grad_norm: 3.9775 2021-06-17 22:46:57,236 - mmaction - INFO - Epoch [40][580/1879] lr: 2.000e-02, eta: 18:36:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6176, top5_acc: 0.8418, loss_cls: 1.5395, loss: 1.5395, grad_norm: 3.9823 2021-06-17 22:47:08,367 - mmaction - INFO - Epoch [40][600/1879] lr: 2.000e-02, eta: 18:35:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6543, top5_acc: 0.8562, loss_cls: 1.3901, loss: 1.3901, grad_norm: 3.8561 2021-06-17 22:47:19,495 - mmaction - INFO - Epoch [40][620/1879] lr: 2.000e-02, eta: 18:35:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6496, top5_acc: 0.8582, loss_cls: 1.4235, loss: 1.4235, grad_norm: 3.8222 2021-06-17 22:47:30,638 - mmaction - INFO - Epoch [40][640/1879] lr: 2.000e-02, eta: 18:35:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6324, top5_acc: 0.8477, loss_cls: 1.4920, loss: 1.4920, grad_norm: 3.9447 2021-06-17 22:47:41,819 - mmaction - INFO - Epoch [40][660/1879] lr: 2.000e-02, eta: 18:35:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8598, loss_cls: 1.4239, loss: 1.4239, grad_norm: 3.8291 2021-06-17 22:47:52,964 - mmaction - INFO - Epoch [40][680/1879] lr: 2.000e-02, eta: 18:35:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8410, loss_cls: 1.4976, loss: 1.4976, grad_norm: 4.0561 2021-06-17 22:48:04,092 - mmaction - INFO - Epoch [40][700/1879] lr: 2.000e-02, eta: 18:34:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8621, loss_cls: 1.3954, loss: 1.3954, grad_norm: 3.9772 2021-06-17 22:48:15,228 - mmaction - INFO - Epoch [40][720/1879] lr: 2.000e-02, eta: 18:34:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8539, loss_cls: 1.4888, loss: 1.4888, grad_norm: 4.0244 2021-06-17 22:48:26,390 - mmaction - INFO - Epoch [40][740/1879] lr: 2.000e-02, eta: 18:34:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8293, loss_cls: 1.5675, loss: 1.5675, grad_norm: 3.9896 2021-06-17 22:48:37,537 - mmaction - INFO - Epoch [40][760/1879] lr: 2.000e-02, eta: 18:34:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4517, loss: 1.4517, grad_norm: 3.8772 2021-06-17 22:48:48,679 - mmaction - INFO - Epoch [40][780/1879] lr: 2.000e-02, eta: 18:33:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8414, loss_cls: 1.4882, loss: 1.4882, grad_norm: 3.9029 2021-06-17 22:48:59,833 - mmaction - INFO - Epoch [40][800/1879] lr: 2.000e-02, eta: 18:33:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6332, top5_acc: 0.8551, loss_cls: 1.4891, loss: 1.4891, grad_norm: 4.0802 2021-06-17 22:49:10,966 - mmaction - INFO - Epoch [40][820/1879] lr: 2.000e-02, eta: 18:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6504, top5_acc: 0.8625, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.8400 2021-06-17 22:49:22,126 - mmaction - INFO - Epoch [40][840/1879] lr: 2.000e-02, eta: 18:33:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8543, loss_cls: 1.4601, loss: 1.4601, grad_norm: 4.0051 2021-06-17 22:49:33,273 - mmaction - INFO - Epoch [40][860/1879] lr: 2.000e-02, eta: 18:33:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5651, loss: 1.5651, grad_norm: 4.1780 2021-06-17 22:49:44,427 - mmaction - INFO - Epoch [40][880/1879] lr: 2.000e-02, eta: 18:32:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5644, loss: 1.5644, grad_norm: 4.0174 2021-06-17 22:49:55,589 - mmaction - INFO - Epoch [40][900/1879] lr: 2.000e-02, eta: 18:32:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6441, top5_acc: 0.8508, loss_cls: 1.4395, loss: 1.4395, grad_norm: 3.8805 2021-06-17 22:50:06,729 - mmaction - INFO - Epoch [40][920/1879] lr: 2.000e-02, eta: 18:32:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8523, loss_cls: 1.5127, loss: 1.5127, grad_norm: 4.0299 2021-06-17 22:50:17,867 - mmaction - INFO - Epoch [40][940/1879] lr: 2.000e-02, eta: 18:32:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.8874 2021-06-17 22:50:29,019 - mmaction - INFO - Epoch [40][960/1879] lr: 2.000e-02, eta: 18:32:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6254, top5_acc: 0.8508, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.9488 2021-06-17 22:50:40,168 - mmaction - INFO - Epoch [40][980/1879] lr: 2.000e-02, eta: 18:31:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6445, top5_acc: 0.8551, loss_cls: 1.4433, loss: 1.4433, grad_norm: 3.9618 2021-06-17 22:50:51,309 - mmaction - INFO - Epoch [40][1000/1879] lr: 2.000e-02, eta: 18:31:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8434, loss_cls: 1.5027, loss: 1.5027, grad_norm: 4.0016 2021-06-17 22:51:02,411 - mmaction - INFO - Epoch [40][1020/1879] lr: 2.000e-02, eta: 18:31:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8480, loss_cls: 1.4856, loss: 1.4856, grad_norm: 3.9097 2021-06-17 22:51:13,505 - mmaction - INFO - Epoch [40][1040/1879] lr: 2.000e-02, eta: 18:31:14, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.6387, top5_acc: 0.8484, loss_cls: 1.5058, loss: 1.5058, grad_norm: 4.0101 2021-06-17 22:51:24,604 - mmaction - INFO - Epoch [40][1060/1879] lr: 2.000e-02, eta: 18:31:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6355, top5_acc: 0.8500, loss_cls: 1.4948, loss: 1.4948, grad_norm: 4.0125 2021-06-17 22:51:35,712 - mmaction - INFO - Epoch [40][1080/1879] lr: 2.000e-02, eta: 18:30:49, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8449, loss_cls: 1.5020, loss: 1.5020, grad_norm: 4.0263 2021-06-17 22:51:46,846 - mmaction - INFO - Epoch [40][1100/1879] lr: 2.000e-02, eta: 18:30:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.4911, loss: 1.4911, grad_norm: 3.9953 2021-06-17 22:51:57,983 - mmaction - INFO - Epoch [40][1120/1879] lr: 2.000e-02, eta: 18:30:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6363, top5_acc: 0.8453, loss_cls: 1.4790, loss: 1.4790, grad_norm: 3.9231 2021-06-17 22:52:09,139 - mmaction - INFO - Epoch [40][1140/1879] lr: 2.000e-02, eta: 18:30:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6348, top5_acc: 0.8484, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.9583 2021-06-17 22:52:20,282 - mmaction - INFO - Epoch [40][1160/1879] lr: 2.000e-02, eta: 18:29:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8477, loss_cls: 1.5058, loss: 1.5058, grad_norm: 4.0448 2021-06-17 22:52:31,460 - mmaction - INFO - Epoch [40][1180/1879] lr: 2.000e-02, eta: 18:29:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5672, loss: 1.5672, grad_norm: 4.0860 2021-06-17 22:52:42,571 - mmaction - INFO - Epoch [40][1200/1879] lr: 2.000e-02, eta: 18:29:33, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.6473, top5_acc: 0.8496, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.9360 2021-06-17 22:52:53,722 - mmaction - INFO - Epoch [40][1220/1879] lr: 2.000e-02, eta: 18:29:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6262, top5_acc: 0.8477, loss_cls: 1.4852, loss: 1.4852, grad_norm: 3.9917 2021-06-17 22:53:04,835 - mmaction - INFO - Epoch [40][1240/1879] lr: 2.000e-02, eta: 18:29:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4497, loss: 1.4497, grad_norm: 3.9043 2021-06-17 22:53:15,993 - mmaction - INFO - Epoch [40][1260/1879] lr: 2.000e-02, eta: 18:28:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8445, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.9945 2021-06-17 22:53:27,141 - mmaction - INFO - Epoch [40][1280/1879] lr: 2.000e-02, eta: 18:28:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.8566 2021-06-17 22:53:38,288 - mmaction - INFO - Epoch [40][1300/1879] lr: 2.000e-02, eta: 18:28:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6418, top5_acc: 0.8461, loss_cls: 1.4769, loss: 1.4769, grad_norm: 3.9226 2021-06-17 22:53:49,427 - mmaction - INFO - Epoch [40][1320/1879] lr: 2.000e-02, eta: 18:28:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.4776, loss: 1.4776, grad_norm: 4.0656 2021-06-17 22:54:00,582 - mmaction - INFO - Epoch [40][1340/1879] lr: 2.000e-02, eta: 18:28:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8535, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.8723 2021-06-17 22:54:11,705 - mmaction - INFO - Epoch [40][1360/1879] lr: 2.000e-02, eta: 18:27:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6391, top5_acc: 0.8520, loss_cls: 1.4825, loss: 1.4825, grad_norm: 3.9827 2021-06-17 22:54:22,845 - mmaction - INFO - Epoch [40][1380/1879] lr: 2.000e-02, eta: 18:27:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6168, top5_acc: 0.8461, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.0379 2021-06-17 22:54:33,983 - mmaction - INFO - Epoch [40][1400/1879] lr: 2.000e-02, eta: 18:27:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6293, top5_acc: 0.8434, loss_cls: 1.5117, loss: 1.5117, grad_norm: 3.9648 2021-06-17 22:54:45,162 - mmaction - INFO - Epoch [40][1420/1879] lr: 2.000e-02, eta: 18:27:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6230, top5_acc: 0.8449, loss_cls: 1.5034, loss: 1.5034, grad_norm: 4.0501 2021-06-17 22:54:56,321 - mmaction - INFO - Epoch [40][1440/1879] lr: 2.000e-02, eta: 18:27:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8434, loss_cls: 1.5325, loss: 1.5325, grad_norm: 4.0042 2021-06-17 22:55:07,434 - mmaction - INFO - Epoch [40][1460/1879] lr: 2.000e-02, eta: 18:26:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6402, top5_acc: 0.8422, loss_cls: 1.4595, loss: 1.4595, grad_norm: 3.8763 2021-06-17 22:55:18,580 - mmaction - INFO - Epoch [40][1480/1879] lr: 2.000e-02, eta: 18:26:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8512, loss_cls: 1.4448, loss: 1.4448, grad_norm: 3.9088 2021-06-17 22:55:29,713 - mmaction - INFO - Epoch [40][1500/1879] lr: 2.000e-02, eta: 18:26:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6316, top5_acc: 0.8578, loss_cls: 1.4690, loss: 1.4690, grad_norm: 3.9699 2021-06-17 22:55:40,866 - mmaction - INFO - Epoch [40][1520/1879] lr: 2.000e-02, eta: 18:26:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8426, loss_cls: 1.5225, loss: 1.5225, grad_norm: 3.9614 2021-06-17 22:55:52,029 - mmaction - INFO - Epoch [40][1540/1879] lr: 2.000e-02, eta: 18:25:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8574, loss_cls: 1.4184, loss: 1.4184, grad_norm: 3.9233 2021-06-17 22:56:03,178 - mmaction - INFO - Epoch [40][1560/1879] lr: 2.000e-02, eta: 18:25:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6270, top5_acc: 0.8438, loss_cls: 1.5068, loss: 1.5068, grad_norm: 3.8948 2021-06-17 22:56:14,314 - mmaction - INFO - Epoch [40][1580/1879] lr: 2.000e-02, eta: 18:25:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8512, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.9620 2021-06-17 22:56:25,460 - mmaction - INFO - Epoch [40][1600/1879] lr: 2.000e-02, eta: 18:25:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8348, loss_cls: 1.5168, loss: 1.5168, grad_norm: 3.8813 2021-06-17 22:56:36,614 - mmaction - INFO - Epoch [40][1620/1879] lr: 2.000e-02, eta: 18:25:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.4561, loss: 1.4561, grad_norm: 3.9586 2021-06-17 22:56:47,764 - mmaction - INFO - Epoch [40][1640/1879] lr: 2.000e-02, eta: 18:24:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8582, loss_cls: 1.4745, loss: 1.4745, grad_norm: 4.0403 2021-06-17 22:56:58,906 - mmaction - INFO - Epoch [40][1660/1879] lr: 2.000e-02, eta: 18:24:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6465, top5_acc: 0.8512, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.9967 2021-06-17 22:57:10,069 - mmaction - INFO - Epoch [40][1680/1879] lr: 2.000e-02, eta: 18:24:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6309, top5_acc: 0.8355, loss_cls: 1.5236, loss: 1.5236, grad_norm: 3.9255 2021-06-17 22:57:21,212 - mmaction - INFO - Epoch [40][1700/1879] lr: 2.000e-02, eta: 18:24:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.6371, top5_acc: 0.8508, loss_cls: 1.5002, loss: 1.5002, grad_norm: 3.8390 2021-06-17 22:57:32,370 - mmaction - INFO - Epoch [40][1720/1879] lr: 2.000e-02, eta: 18:24:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6191, top5_acc: 0.8449, loss_cls: 1.5012, loss: 1.5012, grad_norm: 3.8127 2021-06-17 22:57:43,508 - mmaction - INFO - Epoch [40][1740/1879] lr: 2.000e-02, eta: 18:23:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8477, loss_cls: 1.4975, loss: 1.4975, grad_norm: 3.9716 2021-06-17 22:57:54,659 - mmaction - INFO - Epoch [40][1760/1879] lr: 2.000e-02, eta: 18:23:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6285, top5_acc: 0.8406, loss_cls: 1.5393, loss: 1.5393, grad_norm: 4.0590 2021-06-17 22:58:05,817 - mmaction - INFO - Epoch [40][1780/1879] lr: 2.000e-02, eta: 18:23:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6238, top5_acc: 0.8422, loss_cls: 1.5262, loss: 1.5262, grad_norm: 3.9008 2021-06-17 22:58:16,963 - mmaction - INFO - Epoch [40][1800/1879] lr: 2.000e-02, eta: 18:23:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6504, top5_acc: 0.8629, loss_cls: 1.4192, loss: 1.4192, grad_norm: 3.8431 2021-06-17 22:58:28,107 - mmaction - INFO - Epoch [40][1820/1879] lr: 2.000e-02, eta: 18:23:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6395, top5_acc: 0.8445, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.9954 2021-06-17 22:58:39,264 - mmaction - INFO - Epoch [40][1840/1879] lr: 2.000e-02, eta: 18:22:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6414, top5_acc: 0.8535, loss_cls: 1.4761, loss: 1.4761, grad_norm: 3.8525 2021-06-17 22:58:50,423 - mmaction - INFO - Epoch [40][1860/1879] lr: 2.000e-02, eta: 18:22:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6305, top5_acc: 0.8488, loss_cls: 1.4764, loss: 1.4764, grad_norm: 3.9043 2021-06-17 22:59:02,246 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-06-17 23:00:18,053 - mmaction - INFO - Epoch [41][20/1879] lr: 2.000e-03, eta: 18:23:32, time: 3.751, data_time: 3.195, memory: 7080, top1_acc: 0.6434, top5_acc: 0.8605, loss_cls: 1.4046, loss: 1.4046, grad_norm: 3.8017 2021-06-17 23:00:29,187 - mmaction - INFO - Epoch [41][40/1879] lr: 2.000e-03, eta: 18:23:19, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3205, loss: 1.3205, grad_norm: 3.6987 2021-06-17 23:00:40,310 - mmaction - INFO - Epoch [41][60/1879] lr: 2.000e-03, eta: 18:23:06, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.6668, top5_acc: 0.8570, loss_cls: 1.3525, loss: 1.3525, grad_norm: 3.6906 2021-06-17 23:00:51,443 - mmaction - INFO - Epoch [41][80/1879] lr: 2.000e-03, eta: 18:22:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8645, loss_cls: 1.3149, loss: 1.3149, grad_norm: 3.6364 2021-06-17 23:01:02,558 - mmaction - INFO - Epoch [41][100/1879] lr: 2.000e-03, eta: 18:22:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8836, loss_cls: 1.2554, loss: 1.2554, grad_norm: 3.6501 2021-06-17 23:01:13,688 - mmaction - INFO - Epoch [41][120/1879] lr: 2.000e-03, eta: 18:22:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2911, loss: 1.2911, grad_norm: 3.6958 2021-06-17 23:01:24,816 - mmaction - INFO - Epoch [41][140/1879] lr: 2.000e-03, eta: 18:22:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8871, loss_cls: 1.2270, loss: 1.2270, grad_norm: 3.5652 2021-06-17 23:01:35,956 - mmaction - INFO - Epoch [41][160/1879] lr: 2.000e-03, eta: 18:22:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8754, loss_cls: 1.2594, loss: 1.2594, grad_norm: 3.6849 2021-06-17 23:01:47,087 - mmaction - INFO - Epoch [41][180/1879] lr: 2.000e-03, eta: 18:21:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6949, top5_acc: 0.8832, loss_cls: 1.2151, loss: 1.2151, grad_norm: 3.5617 2021-06-17 23:01:58,218 - mmaction - INFO - Epoch [41][200/1879] lr: 2.000e-03, eta: 18:21:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6934, top5_acc: 0.8852, loss_cls: 1.2330, loss: 1.2330, grad_norm: 3.6629 2021-06-17 23:02:09,348 - mmaction - INFO - Epoch [41][220/1879] lr: 2.000e-03, eta: 18:21:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7098, top5_acc: 0.8902, loss_cls: 1.1825, loss: 1.1825, grad_norm: 3.5835 2021-06-17 23:02:20,478 - mmaction - INFO - Epoch [41][240/1879] lr: 2.000e-03, eta: 18:21:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7059, top5_acc: 0.8852, loss_cls: 1.1687, loss: 1.1687, grad_norm: 3.5177 2021-06-17 23:02:31,630 - mmaction - INFO - Epoch [41][260/1879] lr: 2.000e-03, eta: 18:21:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6996, top5_acc: 0.8832, loss_cls: 1.2131, loss: 1.2131, grad_norm: 3.6428 2021-06-17 23:02:42,772 - mmaction - INFO - Epoch [41][280/1879] lr: 2.000e-03, eta: 18:20:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6801, top5_acc: 0.8844, loss_cls: 1.2316, loss: 1.2316, grad_norm: 3.7154 2021-06-17 23:02:53,894 - mmaction - INFO - Epoch [41][300/1879] lr: 2.000e-03, eta: 18:20:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.6934, top5_acc: 0.8840, loss_cls: 1.2185, loss: 1.2185, grad_norm: 3.7083 2021-06-17 23:03:05,033 - mmaction - INFO - Epoch [41][320/1879] lr: 2.000e-03, eta: 18:20:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7059, top5_acc: 0.8941, loss_cls: 1.1512, loss: 1.1512, grad_norm: 3.5395 2021-06-17 23:03:16,162 - mmaction - INFO - Epoch [41][340/1879] lr: 2.000e-03, eta: 18:20:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1646, loss: 1.1646, grad_norm: 3.5595 2021-06-17 23:03:27,321 - mmaction - INFO - Epoch [41][360/1879] lr: 2.000e-03, eta: 18:19:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6996, top5_acc: 0.8848, loss_cls: 1.1788, loss: 1.1788, grad_norm: 3.7135 2021-06-17 23:03:38,451 - mmaction - INFO - Epoch [41][380/1879] lr: 2.000e-03, eta: 18:19:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8887, loss_cls: 1.1734, loss: 1.1734, grad_norm: 3.6028 2021-06-17 23:03:49,585 - mmaction - INFO - Epoch [41][400/1879] lr: 2.000e-03, eta: 18:19:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8848, loss_cls: 1.1578, loss: 1.1578, grad_norm: 3.5327 2021-06-17 23:04:00,758 - mmaction - INFO - Epoch [41][420/1879] lr: 2.000e-03, eta: 18:19:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6918, top5_acc: 0.8836, loss_cls: 1.2115, loss: 1.2115, grad_norm: 3.7073 2021-06-17 23:04:11,866 - mmaction - INFO - Epoch [41][440/1879] lr: 2.000e-03, eta: 18:19:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7051, top5_acc: 0.8914, loss_cls: 1.1836, loss: 1.1836, grad_norm: 3.7068 2021-06-17 23:04:23,002 - mmaction - INFO - Epoch [41][460/1879] lr: 2.000e-03, eta: 18:18:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7043, top5_acc: 0.8855, loss_cls: 1.1762, loss: 1.1762, grad_norm: 3.6151 2021-06-17 23:04:34,131 - mmaction - INFO - Epoch [41][480/1879] lr: 2.000e-03, eta: 18:18:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2007, loss: 1.2007, grad_norm: 3.6805 2021-06-17 23:04:45,268 - mmaction - INFO - Epoch [41][500/1879] lr: 2.000e-03, eta: 18:18:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8902, loss_cls: 1.1783, loss: 1.1783, grad_norm: 3.6867 2021-06-17 23:04:56,406 - mmaction - INFO - Epoch [41][520/1879] lr: 2.000e-03, eta: 18:18:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1390, loss: 1.1390, grad_norm: 3.6360 2021-06-17 23:05:07,550 - mmaction - INFO - Epoch [41][540/1879] lr: 2.000e-03, eta: 18:18:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6988, top5_acc: 0.8840, loss_cls: 1.1850, loss: 1.1850, grad_norm: 3.7232 2021-06-17 23:05:18,681 - mmaction - INFO - Epoch [41][560/1879] lr: 2.000e-03, eta: 18:17:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7121, top5_acc: 0.8867, loss_cls: 1.1669, loss: 1.1669, grad_norm: 3.6121 2021-06-17 23:05:29,826 - mmaction - INFO - Epoch [41][580/1879] lr: 2.000e-03, eta: 18:17:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7137, top5_acc: 0.9000, loss_cls: 1.1353, loss: 1.1353, grad_norm: 3.6371 2021-06-17 23:05:40,964 - mmaction - INFO - Epoch [41][600/1879] lr: 2.000e-03, eta: 18:17:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8918, loss_cls: 1.1560, loss: 1.1560, grad_norm: 3.6677 2021-06-17 23:05:52,131 - mmaction - INFO - Epoch [41][620/1879] lr: 2.000e-03, eta: 18:17:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7176, top5_acc: 0.8902, loss_cls: 1.1200, loss: 1.1200, grad_norm: 3.6709 2021-06-17 23:06:03,292 - mmaction - INFO - Epoch [41][640/1879] lr: 2.000e-03, eta: 18:16:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1631, loss: 1.1631, grad_norm: 3.6738 2021-06-17 23:06:14,433 - mmaction - INFO - Epoch [41][660/1879] lr: 2.000e-03, eta: 18:16:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1678, loss: 1.1678, grad_norm: 3.6938 2021-06-17 23:06:25,571 - mmaction - INFO - Epoch [41][680/1879] lr: 2.000e-03, eta: 18:16:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.6988, top5_acc: 0.8809, loss_cls: 1.1993, loss: 1.1993, grad_norm: 3.7764 2021-06-17 23:06:36,715 - mmaction - INFO - Epoch [41][700/1879] lr: 2.000e-03, eta: 18:16:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8762, loss_cls: 1.2016, loss: 1.2016, grad_norm: 3.7351 2021-06-17 23:06:47,868 - mmaction - INFO - Epoch [41][720/1879] lr: 2.000e-03, eta: 18:16:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1306, loss: 1.1306, grad_norm: 3.6638 2021-06-17 23:06:59,013 - mmaction - INFO - Epoch [41][740/1879] lr: 2.000e-03, eta: 18:15:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7090, top5_acc: 0.8785, loss_cls: 1.1865, loss: 1.1865, grad_norm: 3.5915 2021-06-17 23:07:10,164 - mmaction - INFO - Epoch [41][760/1879] lr: 2.000e-03, eta: 18:15:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7246, top5_acc: 0.8973, loss_cls: 1.0996, loss: 1.0996, grad_norm: 3.6443 2021-06-17 23:07:21,304 - mmaction - INFO - Epoch [41][780/1879] lr: 2.000e-03, eta: 18:15:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7113, top5_acc: 0.8906, loss_cls: 1.1537, loss: 1.1537, grad_norm: 3.6594 2021-06-17 23:07:32,439 - mmaction - INFO - Epoch [41][800/1879] lr: 2.000e-03, eta: 18:15:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7160, top5_acc: 0.8910, loss_cls: 1.1331, loss: 1.1331, grad_norm: 3.7024 2021-06-17 23:07:43,587 - mmaction - INFO - Epoch [41][820/1879] lr: 2.000e-03, eta: 18:15:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7051, top5_acc: 0.8980, loss_cls: 1.1600, loss: 1.1600, grad_norm: 3.7442 2021-06-17 23:07:54,738 - mmaction - INFO - Epoch [41][840/1879] lr: 2.000e-03, eta: 18:14:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8848, loss_cls: 1.1881, loss: 1.1881, grad_norm: 3.7198 2021-06-17 23:08:05,893 - mmaction - INFO - Epoch [41][860/1879] lr: 2.000e-03, eta: 18:14:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8895, loss_cls: 1.1488, loss: 1.1488, grad_norm: 3.7784 2021-06-17 23:08:17,031 - mmaction - INFO - Epoch [41][880/1879] lr: 2.000e-03, eta: 18:14:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8949, loss_cls: 1.1449, loss: 1.1449, grad_norm: 3.7420 2021-06-17 23:08:28,174 - mmaction - INFO - Epoch [41][900/1879] lr: 2.000e-03, eta: 18:14:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1221, loss: 1.1221, grad_norm: 3.6183 2021-06-17 23:08:39,309 - mmaction - INFO - Epoch [41][920/1879] lr: 2.000e-03, eta: 18:14:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7145, top5_acc: 0.8812, loss_cls: 1.1848, loss: 1.1848, grad_norm: 3.7360 2021-06-17 23:08:50,468 - mmaction - INFO - Epoch [41][940/1879] lr: 2.000e-03, eta: 18:13:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7051, top5_acc: 0.8895, loss_cls: 1.1470, loss: 1.1470, grad_norm: 3.6565 2021-06-17 23:09:01,613 - mmaction - INFO - Epoch [41][960/1879] lr: 2.000e-03, eta: 18:13:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8816, loss_cls: 1.2033, loss: 1.2033, grad_norm: 3.7403 2021-06-17 23:09:12,772 - mmaction - INFO - Epoch [41][980/1879] lr: 2.000e-03, eta: 18:13:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8770, loss_cls: 1.2168, loss: 1.2168, grad_norm: 3.7463 2021-06-17 23:09:23,927 - mmaction - INFO - Epoch [41][1000/1879] lr: 2.000e-03, eta: 18:13:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7129, top5_acc: 0.8883, loss_cls: 1.1427, loss: 1.1427, grad_norm: 3.6733 2021-06-17 23:09:35,084 - mmaction - INFO - Epoch [41][1020/1879] lr: 2.000e-03, eta: 18:13:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8855, loss_cls: 1.1977, loss: 1.1977, grad_norm: 3.7748 2021-06-17 23:09:46,244 - mmaction - INFO - Epoch [41][1040/1879] lr: 2.000e-03, eta: 18:12:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1975, loss: 1.1975, grad_norm: 3.7768 2021-06-17 23:09:57,400 - mmaction - INFO - Epoch [41][1060/1879] lr: 2.000e-03, eta: 18:12:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8934, loss_cls: 1.1027, loss: 1.1027, grad_norm: 3.6606 2021-06-17 23:10:08,528 - mmaction - INFO - Epoch [41][1080/1879] lr: 2.000e-03, eta: 18:12:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1309, loss: 1.1309, grad_norm: 3.7407 2021-06-17 23:10:20,242 - mmaction - INFO - Epoch [41][1100/1879] lr: 2.000e-03, eta: 18:12:10, time: 0.584, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8934, loss_cls: 1.1118, loss: 1.1118, grad_norm: 3.6735 2021-06-17 23:10:31,470 - mmaction - INFO - Epoch [41][1120/1879] lr: 2.000e-03, eta: 18:11:58, time: 0.563, data_time: 0.003, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8902, loss_cls: 1.1461, loss: 1.1461, grad_norm: 3.7563 2021-06-17 23:10:42,631 - mmaction - INFO - Epoch [41][1140/1879] lr: 2.000e-03, eta: 18:11:45, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7105, top5_acc: 0.8914, loss_cls: 1.1334, loss: 1.1334, grad_norm: 3.7001 2021-06-17 23:10:53,759 - mmaction - INFO - Epoch [41][1160/1879] lr: 2.000e-03, eta: 18:11:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7277, top5_acc: 0.8961, loss_cls: 1.0973, loss: 1.0973, grad_norm: 3.6488 2021-06-17 23:11:05,604 - mmaction - INFO - Epoch [41][1180/1879] lr: 2.000e-03, eta: 18:11:21, time: 0.591, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8941, loss_cls: 1.1182, loss: 1.1182, grad_norm: 3.5858 2021-06-17 23:11:16,737 - mmaction - INFO - Epoch [41][1200/1879] lr: 2.000e-03, eta: 18:11:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7121, top5_acc: 0.8957, loss_cls: 1.0933, loss: 1.0933, grad_norm: 3.6802 2021-06-17 23:11:27,889 - mmaction - INFO - Epoch [41][1220/1879] lr: 2.000e-03, eta: 18:10:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7027, top5_acc: 0.8797, loss_cls: 1.2285, loss: 1.2285, grad_norm: 3.8686 2021-06-17 23:11:39,038 - mmaction - INFO - Epoch [41][1240/1879] lr: 2.000e-03, eta: 18:10:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7012, top5_acc: 0.8816, loss_cls: 1.1841, loss: 1.1841, grad_norm: 3.7516 2021-06-17 23:11:50,181 - mmaction - INFO - Epoch [41][1260/1879] lr: 2.000e-03, eta: 18:10:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7082, top5_acc: 0.8902, loss_cls: 1.1624, loss: 1.1624, grad_norm: 3.7242 2021-06-17 23:12:01,301 - mmaction - INFO - Epoch [41][1280/1879] lr: 2.000e-03, eta: 18:10:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7215, top5_acc: 0.8891, loss_cls: 1.1354, loss: 1.1354, grad_norm: 3.6865 2021-06-17 23:12:12,434 - mmaction - INFO - Epoch [41][1300/1879] lr: 2.000e-03, eta: 18:10:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1429, loss: 1.1429, grad_norm: 3.7664 2021-06-17 23:12:23,574 - mmaction - INFO - Epoch [41][1320/1879] lr: 2.000e-03, eta: 18:09:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.1365, loss: 1.1365, grad_norm: 3.7777 2021-06-17 23:12:34,745 - mmaction - INFO - Epoch [41][1340/1879] lr: 2.000e-03, eta: 18:09:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7035, top5_acc: 0.8793, loss_cls: 1.1936, loss: 1.1936, grad_norm: 3.6969 2021-06-17 23:12:45,899 - mmaction - INFO - Epoch [41][1360/1879] lr: 2.000e-03, eta: 18:09:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7129, top5_acc: 0.8992, loss_cls: 1.0981, loss: 1.0981, grad_norm: 3.5892 2021-06-17 23:12:57,032 - mmaction - INFO - Epoch [41][1380/1879] lr: 2.000e-03, eta: 18:09:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0952, loss: 1.0952, grad_norm: 3.6480 2021-06-17 23:13:08,169 - mmaction - INFO - Epoch [41][1400/1879] lr: 2.000e-03, eta: 18:09:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9027, loss_cls: 1.0972, loss: 1.0972, grad_norm: 3.6638 2021-06-17 23:13:19,314 - mmaction - INFO - Epoch [41][1420/1879] lr: 2.000e-03, eta: 18:08:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7090, top5_acc: 0.8938, loss_cls: 1.1273, loss: 1.1273, grad_norm: 3.7919 2021-06-17 23:13:30,450 - mmaction - INFO - Epoch [41][1440/1879] lr: 2.000e-03, eta: 18:08:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7223, top5_acc: 0.8969, loss_cls: 1.1152, loss: 1.1152, grad_norm: 3.7530 2021-06-17 23:13:41,587 - mmaction - INFO - Epoch [41][1460/1879] lr: 2.000e-03, eta: 18:08:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7215, top5_acc: 0.8953, loss_cls: 1.1054, loss: 1.1054, grad_norm: 3.5825 2021-06-17 23:13:52,725 - mmaction - INFO - Epoch [41][1480/1879] lr: 2.000e-03, eta: 18:08:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1265, loss: 1.1265, grad_norm: 3.7330 2021-06-17 23:14:03,877 - mmaction - INFO - Epoch [41][1500/1879] lr: 2.000e-03, eta: 18:07:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8965, loss_cls: 1.1052, loss: 1.1052, grad_norm: 3.7465 2021-06-17 23:14:15,051 - mmaction - INFO - Epoch [41][1520/1879] lr: 2.000e-03, eta: 18:07:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7207, top5_acc: 0.8934, loss_cls: 1.1060, loss: 1.1060, grad_norm: 3.7192 2021-06-17 23:14:26,155 - mmaction - INFO - Epoch [41][1540/1879] lr: 2.000e-03, eta: 18:07:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7324, top5_acc: 0.8926, loss_cls: 1.0971, loss: 1.0971, grad_norm: 3.6048 2021-06-17 23:14:37,306 - mmaction - INFO - Epoch [41][1560/1879] lr: 2.000e-03, eta: 18:07:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8980, loss_cls: 1.1200, loss: 1.1200, grad_norm: 3.7055 2021-06-17 23:14:48,433 - mmaction - INFO - Epoch [41][1580/1879] lr: 2.000e-03, eta: 18:07:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7145, top5_acc: 0.8848, loss_cls: 1.0933, loss: 1.0933, grad_norm: 3.5703 2021-06-17 23:14:59,573 - mmaction - INFO - Epoch [41][1600/1879] lr: 2.000e-03, eta: 18:06:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1151, loss: 1.1151, grad_norm: 3.7392 2021-06-17 23:15:10,707 - mmaction - INFO - Epoch [41][1620/1879] lr: 2.000e-03, eta: 18:06:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8910, loss_cls: 1.1456, loss: 1.1456, grad_norm: 3.8515 2021-06-17 23:15:21,865 - mmaction - INFO - Epoch [41][1640/1879] lr: 2.000e-03, eta: 18:06:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8973, loss_cls: 1.1444, loss: 1.1444, grad_norm: 3.8063 2021-06-17 23:15:33,003 - mmaction - INFO - Epoch [41][1660/1879] lr: 2.000e-03, eta: 18:06:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8941, loss_cls: 1.1008, loss: 1.1008, grad_norm: 3.7695 2021-06-17 23:15:44,134 - mmaction - INFO - Epoch [41][1680/1879] lr: 2.000e-03, eta: 18:06:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1631, loss: 1.1631, grad_norm: 3.7367 2021-06-17 23:15:55,259 - mmaction - INFO - Epoch [41][1700/1879] lr: 2.000e-03, eta: 18:05:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.8992, loss_cls: 1.0912, loss: 1.0912, grad_norm: 3.6946 2021-06-17 23:16:06,407 - mmaction - INFO - Epoch [41][1720/1879] lr: 2.000e-03, eta: 18:05:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7027, top5_acc: 0.8801, loss_cls: 1.1868, loss: 1.1868, grad_norm: 3.7084 2021-06-17 23:16:17,533 - mmaction - INFO - Epoch [41][1740/1879] lr: 2.000e-03, eta: 18:05:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9027, loss_cls: 1.0757, loss: 1.0757, grad_norm: 3.6654 2021-06-17 23:16:28,675 - mmaction - INFO - Epoch [41][1760/1879] lr: 2.000e-03, eta: 18:05:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1221, loss: 1.1221, grad_norm: 3.7821 2021-06-17 23:16:39,800 - mmaction - INFO - Epoch [41][1780/1879] lr: 2.000e-03, eta: 18:05:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8902, loss_cls: 1.1259, loss: 1.1259, grad_norm: 3.6813 2021-06-17 23:16:50,957 - mmaction - INFO - Epoch [41][1800/1879] lr: 2.000e-03, eta: 18:04:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9012, loss_cls: 1.0720, loss: 1.0720, grad_norm: 3.6963 2021-06-17 23:17:02,124 - mmaction - INFO - Epoch [41][1820/1879] lr: 2.000e-03, eta: 18:04:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7262, top5_acc: 0.8992, loss_cls: 1.0693, loss: 1.0693, grad_norm: 3.7008 2021-06-17 23:17:13,269 - mmaction - INFO - Epoch [41][1840/1879] lr: 2.000e-03, eta: 18:04:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7363, top5_acc: 0.8895, loss_cls: 1.0708, loss: 1.0708, grad_norm: 3.6357 2021-06-17 23:17:24,417 - mmaction - INFO - Epoch [41][1860/1879] lr: 2.000e-03, eta: 18:04:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7191, top5_acc: 0.8949, loss_cls: 1.1181, loss: 1.1181, grad_norm: 3.8047 2021-06-17 23:17:37,718 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-06-17 23:18:57,668 - mmaction - INFO - Epoch [42][20/1879] lr: 2.000e-03, eta: 18:05:11, time: 3.969, data_time: 3.406, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0872, loss: 1.0872, grad_norm: 3.6621 2021-06-17 23:19:08,856 - mmaction - INFO - Epoch [42][40/1879] lr: 2.000e-03, eta: 18:04:58, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7254, top5_acc: 0.9020, loss_cls: 1.0549, loss: 1.0549, grad_norm: 3.6605 2021-06-17 23:19:19,946 - mmaction - INFO - Epoch [42][60/1879] lr: 2.000e-03, eta: 18:04:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.8996, loss_cls: 1.1006, loss: 1.1006, grad_norm: 3.6847 2021-06-17 23:19:31,069 - mmaction - INFO - Epoch [42][80/1879] lr: 2.000e-03, eta: 18:04:33, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8840, loss_cls: 1.1163, loss: 1.1163, grad_norm: 3.6845 2021-06-17 23:19:42,195 - mmaction - INFO - Epoch [42][100/1879] lr: 2.000e-03, eta: 18:04:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9000, loss_cls: 1.0328, loss: 1.0328, grad_norm: 3.5284 2021-06-17 23:19:53,346 - mmaction - INFO - Epoch [42][120/1879] lr: 2.000e-03, eta: 18:04:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.9008, loss_cls: 1.0809, loss: 1.0809, grad_norm: 3.6808 2021-06-17 23:20:04,543 - mmaction - INFO - Epoch [42][140/1879] lr: 2.000e-03, eta: 18:03:55, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7176, top5_acc: 0.8965, loss_cls: 1.1031, loss: 1.1031, grad_norm: 3.7071 2021-06-17 23:20:15,681 - mmaction - INFO - Epoch [42][160/1879] lr: 2.000e-03, eta: 18:03:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7254, top5_acc: 0.9000, loss_cls: 1.0738, loss: 1.0738, grad_norm: 3.6397 2021-06-17 23:20:26,828 - mmaction - INFO - Epoch [42][180/1879] lr: 2.000e-03, eta: 18:03:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7184, top5_acc: 0.8918, loss_cls: 1.1160, loss: 1.1160, grad_norm: 3.7264 2021-06-17 23:20:37,986 - mmaction - INFO - Epoch [42][200/1879] lr: 2.000e-03, eta: 18:03:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8965, loss_cls: 1.1054, loss: 1.1054, grad_norm: 3.7036 2021-06-17 23:20:49,116 - mmaction - INFO - Epoch [42][220/1879] lr: 2.000e-03, eta: 18:03:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7145, top5_acc: 0.8934, loss_cls: 1.1353, loss: 1.1353, grad_norm: 3.6922 2021-06-17 23:21:00,253 - mmaction - INFO - Epoch [42][240/1879] lr: 2.000e-03, eta: 18:02:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8934, loss_cls: 1.1071, loss: 1.1071, grad_norm: 3.7739 2021-06-17 23:21:11,384 - mmaction - INFO - Epoch [42][260/1879] lr: 2.000e-03, eta: 18:02:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7223, top5_acc: 0.8898, loss_cls: 1.1089, loss: 1.1089, grad_norm: 3.6734 2021-06-17 23:21:22,511 - mmaction - INFO - Epoch [42][280/1879] lr: 2.000e-03, eta: 18:02:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7355, top5_acc: 0.9039, loss_cls: 1.0435, loss: 1.0435, grad_norm: 3.6425 2021-06-17 23:21:33,600 - mmaction - INFO - Epoch [42][300/1879] lr: 2.000e-03, eta: 18:02:14, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7277, top5_acc: 0.8957, loss_cls: 1.0953, loss: 1.0953, grad_norm: 3.7188 2021-06-17 23:21:44,753 - mmaction - INFO - Epoch [42][320/1879] lr: 2.000e-03, eta: 18:02:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7184, top5_acc: 0.8953, loss_cls: 1.1204, loss: 1.1204, grad_norm: 3.8066 2021-06-17 23:21:55,898 - mmaction - INFO - Epoch [42][340/1879] lr: 2.000e-03, eta: 18:01:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7184, top5_acc: 0.8965, loss_cls: 1.0909, loss: 1.0909, grad_norm: 3.7546 2021-06-17 23:22:07,046 - mmaction - INFO - Epoch [42][360/1879] lr: 2.000e-03, eta: 18:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9004, loss_cls: 1.0671, loss: 1.0671, grad_norm: 3.7394 2021-06-17 23:22:18,186 - mmaction - INFO - Epoch [42][380/1879] lr: 2.000e-03, eta: 18:01:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0328, loss: 1.0328, grad_norm: 3.7071 2021-06-17 23:22:29,354 - mmaction - INFO - Epoch [42][400/1879] lr: 2.000e-03, eta: 18:01:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7277, top5_acc: 0.9004, loss_cls: 1.0636, loss: 1.0636, grad_norm: 3.7298 2021-06-17 23:22:40,485 - mmaction - INFO - Epoch [42][420/1879] lr: 2.000e-03, eta: 18:00:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0678, loss: 1.0678, grad_norm: 3.7007 2021-06-17 23:22:51,656 - mmaction - INFO - Epoch [42][440/1879] lr: 2.000e-03, eta: 18:00:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7223, top5_acc: 0.9000, loss_cls: 1.0885, loss: 1.0885, grad_norm: 3.7695 2021-06-17 23:23:02,794 - mmaction - INFO - Epoch [42][460/1879] lr: 2.000e-03, eta: 18:00:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1369, loss: 1.1369, grad_norm: 3.8716 2021-06-17 23:23:13,933 - mmaction - INFO - Epoch [42][480/1879] lr: 2.000e-03, eta: 18:00:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1571, loss: 1.1571, grad_norm: 3.8220 2021-06-17 23:23:25,079 - mmaction - INFO - Epoch [42][500/1879] lr: 2.000e-03, eta: 18:00:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9043, loss_cls: 1.0329, loss: 1.0329, grad_norm: 3.7030 2021-06-17 23:23:36,237 - mmaction - INFO - Epoch [42][520/1879] lr: 2.000e-03, eta: 17:59:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9020, loss_cls: 1.1073, loss: 1.1073, grad_norm: 3.7763 2021-06-17 23:23:47,400 - mmaction - INFO - Epoch [42][540/1879] lr: 2.000e-03, eta: 17:59:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8973, loss_cls: 1.1352, loss: 1.1352, grad_norm: 3.7381 2021-06-17 23:23:58,546 - mmaction - INFO - Epoch [42][560/1879] lr: 2.000e-03, eta: 17:59:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7152, top5_acc: 0.8949, loss_cls: 1.1069, loss: 1.1069, grad_norm: 3.7834 2021-06-17 23:24:09,693 - mmaction - INFO - Epoch [42][580/1879] lr: 2.000e-03, eta: 17:59:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0571, loss: 1.0571, grad_norm: 3.6046 2021-06-17 23:24:20,835 - mmaction - INFO - Epoch [42][600/1879] lr: 2.000e-03, eta: 17:59:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7184, top5_acc: 0.8918, loss_cls: 1.1006, loss: 1.1006, grad_norm: 3.7529 2021-06-17 23:24:32,015 - mmaction - INFO - Epoch [42][620/1879] lr: 2.000e-03, eta: 17:58:53, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9059, loss_cls: 1.0429, loss: 1.0429, grad_norm: 3.6550 2021-06-17 23:24:43,156 - mmaction - INFO - Epoch [42][640/1879] lr: 2.000e-03, eta: 17:58:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8902, loss_cls: 1.1562, loss: 1.1562, grad_norm: 3.8128 2021-06-17 23:24:54,295 - mmaction - INFO - Epoch [42][660/1879] lr: 2.000e-03, eta: 17:58:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7238, top5_acc: 0.8961, loss_cls: 1.0896, loss: 1.0896, grad_norm: 3.7523 2021-06-17 23:25:05,451 - mmaction - INFO - Epoch [42][680/1879] lr: 2.000e-03, eta: 17:58:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9051, loss_cls: 0.9973, loss: 0.9973, grad_norm: 3.6323 2021-06-17 23:25:16,584 - mmaction - INFO - Epoch [42][700/1879] lr: 2.000e-03, eta: 17:58:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7223, top5_acc: 0.8949, loss_cls: 1.1109, loss: 1.1109, grad_norm: 3.8505 2021-06-17 23:25:27,734 - mmaction - INFO - Epoch [42][720/1879] lr: 2.000e-03, eta: 17:57:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7270, top5_acc: 0.8891, loss_cls: 1.0969, loss: 1.0969, grad_norm: 3.6847 2021-06-17 23:25:38,857 - mmaction - INFO - Epoch [42][740/1879] lr: 2.000e-03, eta: 17:57:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9082, loss_cls: 1.0493, loss: 1.0493, grad_norm: 3.7288 2021-06-17 23:25:49,991 - mmaction - INFO - Epoch [42][760/1879] lr: 2.000e-03, eta: 17:57:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7332, top5_acc: 0.8918, loss_cls: 1.1118, loss: 1.1118, grad_norm: 3.7780 2021-06-17 23:26:01,192 - mmaction - INFO - Epoch [42][780/1879] lr: 2.000e-03, eta: 17:57:12, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0725, loss: 1.0725, grad_norm: 3.7780 2021-06-17 23:26:12,298 - mmaction - INFO - Epoch [42][800/1879] lr: 2.000e-03, eta: 17:56:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7355, top5_acc: 0.9121, loss_cls: 1.0385, loss: 1.0385, grad_norm: 3.7546 2021-06-17 23:26:23,461 - mmaction - INFO - Epoch [42][820/1879] lr: 2.000e-03, eta: 17:56:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0854, loss: 1.0854, grad_norm: 3.7216 2021-06-17 23:26:34,615 - mmaction - INFO - Epoch [42][840/1879] lr: 2.000e-03, eta: 17:56:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1156, loss: 1.1156, grad_norm: 3.7640 2021-06-17 23:26:45,771 - mmaction - INFO - Epoch [42][860/1879] lr: 2.000e-03, eta: 17:56:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1079, loss: 1.1079, grad_norm: 3.7771 2021-06-17 23:26:56,908 - mmaction - INFO - Epoch [42][880/1879] lr: 2.000e-03, eta: 17:56:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7277, top5_acc: 0.9125, loss_cls: 1.0498, loss: 1.0498, grad_norm: 3.7384 2021-06-17 23:27:08,060 - mmaction - INFO - Epoch [42][900/1879] lr: 2.000e-03, eta: 17:55:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8941, loss_cls: 1.0765, loss: 1.0765, grad_norm: 3.6875 2021-06-17 23:27:19,167 - mmaction - INFO - Epoch [42][920/1879] lr: 2.000e-03, eta: 17:55:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1203, loss: 1.1203, grad_norm: 3.8280 2021-06-17 23:27:30,317 - mmaction - INFO - Epoch [42][940/1879] lr: 2.000e-03, eta: 17:55:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8902, loss_cls: 1.0971, loss: 1.0971, grad_norm: 3.7586 2021-06-17 23:27:41,442 - mmaction - INFO - Epoch [42][960/1879] lr: 2.000e-03, eta: 17:55:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8957, loss_cls: 1.0624, loss: 1.0624, grad_norm: 3.6796 2021-06-17 23:27:52,592 - mmaction - INFO - Epoch [42][980/1879] lr: 2.000e-03, eta: 17:55:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1228, loss: 1.1228, grad_norm: 3.8136 2021-06-17 23:28:03,741 - mmaction - INFO - Epoch [42][1000/1879] lr: 2.000e-03, eta: 17:54:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9012, loss_cls: 1.0599, loss: 1.0599, grad_norm: 3.7106 2021-06-17 23:28:14,897 - mmaction - INFO - Epoch [42][1020/1879] lr: 2.000e-03, eta: 17:54:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8918, loss_cls: 1.0804, loss: 1.0804, grad_norm: 3.7364 2021-06-17 23:28:26,088 - mmaction - INFO - Epoch [42][1040/1879] lr: 2.000e-03, eta: 17:54:28, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7082, top5_acc: 0.8941, loss_cls: 1.1085, loss: 1.1085, grad_norm: 3.7830 2021-06-17 23:28:37,210 - mmaction - INFO - Epoch [42][1060/1879] lr: 2.000e-03, eta: 17:54:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0819, loss: 1.0819, grad_norm: 3.7126 2021-06-17 23:28:48,349 - mmaction - INFO - Epoch [42][1080/1879] lr: 2.000e-03, eta: 17:54:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7246, top5_acc: 0.9016, loss_cls: 1.0582, loss: 1.0582, grad_norm: 3.6794 2021-06-17 23:28:59,481 - mmaction - INFO - Epoch [42][1100/1879] lr: 2.000e-03, eta: 17:53:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8957, loss_cls: 1.0762, loss: 1.0762, grad_norm: 3.7752 2021-06-17 23:29:10,635 - mmaction - INFO - Epoch [42][1120/1879] lr: 2.000e-03, eta: 17:53:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9055, loss_cls: 1.0758, loss: 1.0758, grad_norm: 3.7618 2021-06-17 23:29:21,767 - mmaction - INFO - Epoch [42][1140/1879] lr: 2.000e-03, eta: 17:53:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7215, top5_acc: 0.8906, loss_cls: 1.0952, loss: 1.0952, grad_norm: 3.7618 2021-06-17 23:29:32,912 - mmaction - INFO - Epoch [42][1160/1879] lr: 2.000e-03, eta: 17:53:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9090, loss_cls: 1.0508, loss: 1.0508, grad_norm: 3.6772 2021-06-17 23:29:44,054 - mmaction - INFO - Epoch [42][1180/1879] lr: 2.000e-03, eta: 17:53:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9027, loss_cls: 1.0628, loss: 1.0628, grad_norm: 3.6801 2021-06-17 23:29:55,205 - mmaction - INFO - Epoch [42][1200/1879] lr: 2.000e-03, eta: 17:52:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9066, loss_cls: 1.0425, loss: 1.0425, grad_norm: 3.6380 2021-06-17 23:30:06,377 - mmaction - INFO - Epoch [42][1220/1879] lr: 2.000e-03, eta: 17:52:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8988, loss_cls: 1.0975, loss: 1.0975, grad_norm: 3.7926 2021-06-17 23:30:17,473 - mmaction - INFO - Epoch [42][1240/1879] lr: 2.000e-03, eta: 17:52:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7254, top5_acc: 0.8980, loss_cls: 1.0717, loss: 1.0717, grad_norm: 3.7256 2021-06-17 23:30:28,603 - mmaction - INFO - Epoch [42][1260/1879] lr: 2.000e-03, eta: 17:52:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7262, top5_acc: 0.9000, loss_cls: 1.0815, loss: 1.0815, grad_norm: 3.8149 2021-06-17 23:30:39,754 - mmaction - INFO - Epoch [42][1280/1879] lr: 2.000e-03, eta: 17:51:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7270, top5_acc: 0.9027, loss_cls: 1.0605, loss: 1.0605, grad_norm: 3.7873 2021-06-17 23:30:50,875 - mmaction - INFO - Epoch [42][1300/1879] lr: 2.000e-03, eta: 17:51:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9066, loss_cls: 1.0283, loss: 1.0283, grad_norm: 3.6860 2021-06-17 23:31:02,021 - mmaction - INFO - Epoch [42][1320/1879] lr: 2.000e-03, eta: 17:51:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0354, loss: 1.0354, grad_norm: 3.7126 2021-06-17 23:31:13,119 - mmaction - INFO - Epoch [42][1340/1879] lr: 2.000e-03, eta: 17:51:20, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0404, loss: 1.0404, grad_norm: 3.6864 2021-06-17 23:31:24,271 - mmaction - INFO - Epoch [42][1360/1879] lr: 2.000e-03, eta: 17:51:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0353, loss: 1.0353, grad_norm: 3.7233 2021-06-17 23:31:35,419 - mmaction - INFO - Epoch [42][1380/1879] lr: 2.000e-03, eta: 17:50:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8988, loss_cls: 1.0942, loss: 1.0942, grad_norm: 3.8381 2021-06-17 23:31:46,566 - mmaction - INFO - Epoch [42][1400/1879] lr: 2.000e-03, eta: 17:50:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0514, loss: 1.0514, grad_norm: 3.8092 2021-06-17 23:31:57,712 - mmaction - INFO - Epoch [42][1420/1879] lr: 2.000e-03, eta: 17:50:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8957, loss_cls: 1.0915, loss: 1.0915, grad_norm: 3.7020 2021-06-17 23:32:08,856 - mmaction - INFO - Epoch [42][1440/1879] lr: 2.000e-03, eta: 17:50:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0681, loss: 1.0681, grad_norm: 3.7392 2021-06-17 23:32:19,986 - mmaction - INFO - Epoch [42][1460/1879] lr: 2.000e-03, eta: 17:50:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8980, loss_cls: 1.0941, loss: 1.0941, grad_norm: 3.7702 2021-06-17 23:32:31,138 - mmaction - INFO - Epoch [42][1480/1879] lr: 2.000e-03, eta: 17:49:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7020, top5_acc: 0.8926, loss_cls: 1.1380, loss: 1.1380, grad_norm: 3.8033 2021-06-17 23:32:42,282 - mmaction - INFO - Epoch [42][1500/1879] lr: 2.000e-03, eta: 17:49:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9862, loss: 0.9862, grad_norm: 3.6194 2021-06-17 23:32:53,436 - mmaction - INFO - Epoch [42][1520/1879] lr: 2.000e-03, eta: 17:49:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7199, top5_acc: 0.9023, loss_cls: 1.0872, loss: 1.0872, grad_norm: 3.8367 2021-06-17 23:33:04,587 - mmaction - INFO - Epoch [42][1540/1879] lr: 2.000e-03, eta: 17:49:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0834, loss: 1.0834, grad_norm: 3.7938 2021-06-17 23:33:15,723 - mmaction - INFO - Epoch [42][1560/1879] lr: 2.000e-03, eta: 17:49:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9004, loss_cls: 1.0667, loss: 1.0667, grad_norm: 3.8179 2021-06-17 23:33:26,871 - mmaction - INFO - Epoch [42][1580/1879] lr: 2.000e-03, eta: 17:48:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7184, top5_acc: 0.8977, loss_cls: 1.0990, loss: 1.0990, grad_norm: 3.8177 2021-06-17 23:33:38,028 - mmaction - INFO - Epoch [42][1600/1879] lr: 2.000e-03, eta: 17:48:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.0755, loss: 1.0755, grad_norm: 3.7372 2021-06-17 23:33:49,147 - mmaction - INFO - Epoch [42][1620/1879] lr: 2.000e-03, eta: 17:48:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7270, top5_acc: 0.8922, loss_cls: 1.0948, loss: 1.0948, grad_norm: 3.7555 2021-06-17 23:34:00,285 - mmaction - INFO - Epoch [42][1640/1879] lr: 2.000e-03, eta: 17:48:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7340, top5_acc: 0.8969, loss_cls: 1.0745, loss: 1.0745, grad_norm: 3.6729 2021-06-17 23:34:11,429 - mmaction - INFO - Epoch [42][1660/1879] lr: 2.000e-03, eta: 17:47:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9027, loss_cls: 1.0863, loss: 1.0863, grad_norm: 3.7369 2021-06-17 23:34:22,596 - mmaction - INFO - Epoch [42][1680/1879] lr: 2.000e-03, eta: 17:47:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0888, loss: 1.0888, grad_norm: 3.8659 2021-06-17 23:34:33,748 - mmaction - INFO - Epoch [42][1700/1879] lr: 2.000e-03, eta: 17:47:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8996, loss_cls: 1.0896, loss: 1.0896, grad_norm: 3.8477 2021-06-17 23:34:44,900 - mmaction - INFO - Epoch [42][1720/1879] lr: 2.000e-03, eta: 17:47:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9004, loss_cls: 1.0416, loss: 1.0416, grad_norm: 3.6886 2021-06-17 23:34:56,034 - mmaction - INFO - Epoch [42][1740/1879] lr: 2.000e-03, eta: 17:47:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7223, top5_acc: 0.9020, loss_cls: 1.0707, loss: 1.0707, grad_norm: 3.7453 2021-06-17 23:35:07,210 - mmaction - INFO - Epoch [42][1760/1879] lr: 2.000e-03, eta: 17:46:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9113, loss_cls: 0.9974, loss: 0.9974, grad_norm: 3.6307 2021-06-17 23:35:18,342 - mmaction - INFO - Epoch [42][1780/1879] lr: 2.000e-03, eta: 17:46:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0938, loss: 1.0938, grad_norm: 3.7789 2021-06-17 23:35:29,489 - mmaction - INFO - Epoch [42][1800/1879] lr: 2.000e-03, eta: 17:46:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7371, top5_acc: 0.8996, loss_cls: 1.0393, loss: 1.0393, grad_norm: 3.6443 2021-06-17 23:35:40,635 - mmaction - INFO - Epoch [42][1820/1879] lr: 2.000e-03, eta: 17:46:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9066, loss_cls: 1.0402, loss: 1.0402, grad_norm: 3.7371 2021-06-17 23:35:51,767 - mmaction - INFO - Epoch [42][1840/1879] lr: 2.000e-03, eta: 17:46:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7207, top5_acc: 0.9020, loss_cls: 1.0669, loss: 1.0669, grad_norm: 3.8670 2021-06-17 23:36:02,937 - mmaction - INFO - Epoch [42][1860/1879] lr: 2.000e-03, eta: 17:45:53, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9059, loss_cls: 1.0177, loss: 1.0177, grad_norm: 3.7319 2021-06-17 23:36:15,035 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-06-17 23:37:32,859 - mmaction - INFO - Epoch [43][20/1879] lr: 2.000e-03, eta: 17:46:45, time: 3.843, data_time: 3.198, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0371, loss: 1.0371, grad_norm: 3.7303 2021-06-17 23:37:44,041 - mmaction - INFO - Epoch [43][40/1879] lr: 2.000e-03, eta: 17:46:32, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9121, loss_cls: 0.9954, loss: 0.9954, grad_norm: 3.7361 2021-06-17 23:37:55,130 - mmaction - INFO - Epoch [43][60/1879] lr: 2.000e-03, eta: 17:46:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7285, top5_acc: 0.9020, loss_cls: 1.0403, loss: 1.0403, grad_norm: 3.7163 2021-06-17 23:38:06,235 - mmaction - INFO - Epoch [43][80/1879] lr: 2.000e-03, eta: 17:46:07, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8965, loss_cls: 1.0563, loss: 1.0563, grad_norm: 3.7232 2021-06-17 23:38:17,336 - mmaction - INFO - Epoch [43][100/1879] lr: 2.000e-03, eta: 17:45:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7371, top5_acc: 0.8961, loss_cls: 1.0701, loss: 1.0701, grad_norm: 3.8262 2021-06-17 23:38:28,464 - mmaction - INFO - Epoch [43][120/1879] lr: 2.000e-03, eta: 17:45:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7340, top5_acc: 0.8973, loss_cls: 1.0687, loss: 1.0687, grad_norm: 3.7466 2021-06-17 23:38:39,579 - mmaction - INFO - Epoch [43][140/1879] lr: 2.000e-03, eta: 17:45:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9051, loss_cls: 1.0286, loss: 1.0286, grad_norm: 3.6518 2021-06-17 23:38:50,713 - mmaction - INFO - Epoch [43][160/1879] lr: 2.000e-03, eta: 17:45:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7293, top5_acc: 0.8996, loss_cls: 1.0458, loss: 1.0458, grad_norm: 3.7936 2021-06-17 23:39:01,895 - mmaction - INFO - Epoch [43][180/1879] lr: 2.000e-03, eta: 17:45:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7348, top5_acc: 0.8965, loss_cls: 1.0572, loss: 1.0572, grad_norm: 3.7289 2021-06-17 23:39:12,975 - mmaction - INFO - Epoch [43][200/1879] lr: 2.000e-03, eta: 17:44:51, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7270, top5_acc: 0.9000, loss_cls: 1.0710, loss: 1.0710, grad_norm: 3.7512 2021-06-17 23:39:24,112 - mmaction - INFO - Epoch [43][220/1879] lr: 2.000e-03, eta: 17:44:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9008, loss_cls: 1.0385, loss: 1.0385, grad_norm: 3.6826 2021-06-17 23:39:35,241 - mmaction - INFO - Epoch [43][240/1879] lr: 2.000e-03, eta: 17:44:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7355, top5_acc: 0.8969, loss_cls: 1.0604, loss: 1.0604, grad_norm: 3.8032 2021-06-17 23:39:46,383 - mmaction - INFO - Epoch [43][260/1879] lr: 2.000e-03, eta: 17:44:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7262, top5_acc: 0.8953, loss_cls: 1.0891, loss: 1.0891, grad_norm: 3.7881 2021-06-17 23:39:57,513 - mmaction - INFO - Epoch [43][280/1879] lr: 2.000e-03, eta: 17:44:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9102, loss_cls: 1.0222, loss: 1.0222, grad_norm: 3.6907 2021-06-17 23:40:08,769 - mmaction - INFO - Epoch [43][300/1879] lr: 2.000e-03, eta: 17:43:49, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9031, loss_cls: 1.0199, loss: 1.0199, grad_norm: 3.6806 2021-06-17 23:40:19,913 - mmaction - INFO - Epoch [43][320/1879] lr: 2.000e-03, eta: 17:43:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9055, loss_cls: 1.0270, loss: 1.0270, grad_norm: 3.8004 2021-06-17 23:40:31,057 - mmaction - INFO - Epoch [43][340/1879] lr: 2.000e-03, eta: 17:43:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9191, loss_cls: 0.9573, loss: 0.9573, grad_norm: 3.6678 2021-06-17 23:40:42,205 - mmaction - INFO - Epoch [43][360/1879] lr: 2.000e-03, eta: 17:43:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0433, loss: 1.0433, grad_norm: 3.7477 2021-06-17 23:40:53,352 - mmaction - INFO - Epoch [43][380/1879] lr: 2.000e-03, eta: 17:42:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0548, loss: 1.0548, grad_norm: 3.6856 2021-06-17 23:41:04,505 - mmaction - INFO - Epoch [43][400/1879] lr: 2.000e-03, eta: 17:42:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1004, loss: 1.1004, grad_norm: 3.7918 2021-06-17 23:41:15,643 - mmaction - INFO - Epoch [43][420/1879] lr: 2.000e-03, eta: 17:42:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0658, loss: 1.0658, grad_norm: 3.7242 2021-06-17 23:41:26,766 - mmaction - INFO - Epoch [43][440/1879] lr: 2.000e-03, eta: 17:42:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0336, loss: 1.0336, grad_norm: 3.7212 2021-06-17 23:41:37,904 - mmaction - INFO - Epoch [43][460/1879] lr: 2.000e-03, eta: 17:42:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7238, top5_acc: 0.8988, loss_cls: 1.0889, loss: 1.0889, grad_norm: 3.7727 2021-06-17 23:41:49,075 - mmaction - INFO - Epoch [43][480/1879] lr: 2.000e-03, eta: 17:41:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9016, loss_cls: 1.0565, loss: 1.0565, grad_norm: 3.7947 2021-06-17 23:42:00,244 - mmaction - INFO - Epoch [43][500/1879] lr: 2.000e-03, eta: 17:41:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9051, loss_cls: 0.9946, loss: 0.9946, grad_norm: 3.7420 2021-06-17 23:42:11,385 - mmaction - INFO - Epoch [43][520/1879] lr: 2.000e-03, eta: 17:41:30, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0390, loss: 1.0390, grad_norm: 3.7879 2021-06-17 23:42:22,533 - mmaction - INFO - Epoch [43][540/1879] lr: 2.000e-03, eta: 17:41:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9098, loss_cls: 1.0036, loss: 1.0036, grad_norm: 3.7242 2021-06-17 23:42:33,684 - mmaction - INFO - Epoch [43][560/1879] lr: 2.000e-03, eta: 17:41:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7418, top5_acc: 0.9082, loss_cls: 1.0178, loss: 1.0178, grad_norm: 3.7742 2021-06-17 23:42:44,833 - mmaction - INFO - Epoch [43][580/1879] lr: 2.000e-03, eta: 17:40:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0698, loss: 1.0698, grad_norm: 3.8119 2021-06-17 23:42:55,960 - mmaction - INFO - Epoch [43][600/1879] lr: 2.000e-03, eta: 17:40:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8887, loss_cls: 1.1048, loss: 1.1048, grad_norm: 3.7134 2021-06-17 23:43:07,110 - mmaction - INFO - Epoch [43][620/1879] lr: 2.000e-03, eta: 17:40:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8957, loss_cls: 1.0645, loss: 1.0645, grad_norm: 3.7155 2021-06-17 23:43:18,258 - mmaction - INFO - Epoch [43][640/1879] lr: 2.000e-03, eta: 17:40:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.9004, loss_cls: 1.0915, loss: 1.0915, grad_norm: 3.8719 2021-06-17 23:43:29,391 - mmaction - INFO - Epoch [43][660/1879] lr: 2.000e-03, eta: 17:40:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9078, loss_cls: 1.0011, loss: 1.0011, grad_norm: 3.6482 2021-06-17 23:43:40,533 - mmaction - INFO - Epoch [43][680/1879] lr: 2.000e-03, eta: 17:39:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9004, loss_cls: 1.0803, loss: 1.0803, grad_norm: 3.9079 2021-06-17 23:43:51,693 - mmaction - INFO - Epoch [43][700/1879] lr: 2.000e-03, eta: 17:39:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7082, top5_acc: 0.8922, loss_cls: 1.1269, loss: 1.1269, grad_norm: 3.9528 2021-06-17 23:44:02,835 - mmaction - INFO - Epoch [43][720/1879] lr: 2.000e-03, eta: 17:39:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9086, loss_cls: 1.0190, loss: 1.0190, grad_norm: 3.7615 2021-06-17 23:44:13,984 - mmaction - INFO - Epoch [43][740/1879] lr: 2.000e-03, eta: 17:39:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1262, loss: 1.1262, grad_norm: 3.9674 2021-06-17 23:44:25,140 - mmaction - INFO - Epoch [43][760/1879] lr: 2.000e-03, eta: 17:39:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9066, loss_cls: 1.0442, loss: 1.0442, grad_norm: 3.6674 2021-06-17 23:44:36,289 - mmaction - INFO - Epoch [43][780/1879] lr: 2.000e-03, eta: 17:38:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9043, loss_cls: 1.0023, loss: 1.0023, grad_norm: 3.7756 2021-06-17 23:44:47,455 - mmaction - INFO - Epoch [43][800/1879] lr: 2.000e-03, eta: 17:38:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0039, loss: 1.0039, grad_norm: 3.7541 2021-06-17 23:44:58,621 - mmaction - INFO - Epoch [43][820/1879] lr: 2.000e-03, eta: 17:38:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8980, loss_cls: 1.0959, loss: 1.0959, grad_norm: 3.8826 2021-06-17 23:45:09,776 - mmaction - INFO - Epoch [43][840/1879] lr: 2.000e-03, eta: 17:38:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9027, loss_cls: 1.0394, loss: 1.0394, grad_norm: 3.7636 2021-06-17 23:45:20,899 - mmaction - INFO - Epoch [43][860/1879] lr: 2.000e-03, eta: 17:37:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7246, top5_acc: 0.8922, loss_cls: 1.0716, loss: 1.0716, grad_norm: 3.8957 2021-06-17 23:45:32,049 - mmaction - INFO - Epoch [43][880/1879] lr: 2.000e-03, eta: 17:37:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.9016, loss_cls: 1.0713, loss: 1.0713, grad_norm: 3.7800 2021-06-17 23:45:43,209 - mmaction - INFO - Epoch [43][900/1879] lr: 2.000e-03, eta: 17:37:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8910, loss_cls: 1.1378, loss: 1.1378, grad_norm: 3.9633 2021-06-17 23:45:54,351 - mmaction - INFO - Epoch [43][920/1879] lr: 2.000e-03, eta: 17:37:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7223, top5_acc: 0.9000, loss_cls: 1.0940, loss: 1.0940, grad_norm: 3.8143 2021-06-17 23:46:05,477 - mmaction - INFO - Epoch [43][940/1879] lr: 2.000e-03, eta: 17:37:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9020, loss_cls: 1.0389, loss: 1.0389, grad_norm: 3.7720 2021-06-17 23:46:16,600 - mmaction - INFO - Epoch [43][960/1879] lr: 2.000e-03, eta: 17:36:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7348, top5_acc: 0.8988, loss_cls: 1.0648, loss: 1.0648, grad_norm: 3.8327 2021-06-17 23:46:27,741 - mmaction - INFO - Epoch [43][980/1879] lr: 2.000e-03, eta: 17:36:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.8980, loss_cls: 1.0660, loss: 1.0660, grad_norm: 3.7802 2021-06-17 23:46:38,891 - mmaction - INFO - Epoch [43][1000/1879] lr: 2.000e-03, eta: 17:36:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8996, loss_cls: 1.0338, loss: 1.0338, grad_norm: 3.7676 2021-06-17 23:46:50,028 - mmaction - INFO - Epoch [43][1020/1879] lr: 2.000e-03, eta: 17:36:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0757, loss: 1.0757, grad_norm: 3.7802 2021-06-17 23:47:01,174 - mmaction - INFO - Epoch [43][1040/1879] lr: 2.000e-03, eta: 17:36:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9043, loss_cls: 1.0398, loss: 1.0398, grad_norm: 3.7284 2021-06-17 23:47:12,284 - mmaction - INFO - Epoch [43][1060/1879] lr: 2.000e-03, eta: 17:35:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9027, loss_cls: 1.0353, loss: 1.0353, grad_norm: 3.7933 2021-06-17 23:47:23,431 - mmaction - INFO - Epoch [43][1080/1879] lr: 2.000e-03, eta: 17:35:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7262, top5_acc: 0.9023, loss_cls: 1.0812, loss: 1.0812, grad_norm: 3.8768 2021-06-17 23:47:34,605 - mmaction - INFO - Epoch [43][1100/1879] lr: 2.000e-03, eta: 17:35:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7230, top5_acc: 0.8984, loss_cls: 1.1042, loss: 1.1042, grad_norm: 3.8886 2021-06-17 23:47:45,743 - mmaction - INFO - Epoch [43][1120/1879] lr: 2.000e-03, eta: 17:35:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0182, loss: 1.0182, grad_norm: 3.7556 2021-06-17 23:47:56,891 - mmaction - INFO - Epoch [43][1140/1879] lr: 2.000e-03, eta: 17:35:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9004, loss_cls: 1.0079, loss: 1.0079, grad_norm: 3.6377 2021-06-17 23:48:08,018 - mmaction - INFO - Epoch [43][1160/1879] lr: 2.000e-03, eta: 17:34:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9051, loss_cls: 1.0396, loss: 1.0396, grad_norm: 3.8249 2021-06-17 23:48:19,160 - mmaction - INFO - Epoch [43][1180/1879] lr: 2.000e-03, eta: 17:34:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9742, loss: 0.9742, grad_norm: 3.6850 2021-06-17 23:48:30,314 - mmaction - INFO - Epoch [43][1200/1879] lr: 2.000e-03, eta: 17:34:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9105, loss_cls: 0.9952, loss: 0.9952, grad_norm: 3.6852 2021-06-17 23:48:41,446 - mmaction - INFO - Epoch [43][1220/1879] lr: 2.000e-03, eta: 17:34:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8887, loss_cls: 1.0920, loss: 1.0920, grad_norm: 3.9215 2021-06-17 23:48:52,596 - mmaction - INFO - Epoch [43][1240/1879] lr: 2.000e-03, eta: 17:33:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9012, loss_cls: 1.0490, loss: 1.0490, grad_norm: 3.8063 2021-06-17 23:49:03,740 - mmaction - INFO - Epoch [43][1260/1879] lr: 2.000e-03, eta: 17:33:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8941, loss_cls: 1.1053, loss: 1.1053, grad_norm: 3.9342 2021-06-17 23:49:14,870 - mmaction - INFO - Epoch [43][1280/1879] lr: 2.000e-03, eta: 17:33:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9098, loss_cls: 1.0260, loss: 1.0260, grad_norm: 3.8168 2021-06-17 23:49:26,025 - mmaction - INFO - Epoch [43][1300/1879] lr: 2.000e-03, eta: 17:33:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.9090, loss_cls: 1.0011, loss: 1.0011, grad_norm: 3.7843 2021-06-17 23:49:37,179 - mmaction - INFO - Epoch [43][1320/1879] lr: 2.000e-03, eta: 17:33:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0268, loss: 1.0268, grad_norm: 3.7415 2021-06-17 23:49:48,314 - mmaction - INFO - Epoch [43][1340/1879] lr: 2.000e-03, eta: 17:32:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7332, top5_acc: 0.8945, loss_cls: 1.0721, loss: 1.0721, grad_norm: 3.8845 2021-06-17 23:49:59,473 - mmaction - INFO - Epoch [43][1360/1879] lr: 2.000e-03, eta: 17:32:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.9012, loss_cls: 1.0738, loss: 1.0738, grad_norm: 3.8789 2021-06-17 23:50:10,653 - mmaction - INFO - Epoch [43][1380/1879] lr: 2.000e-03, eta: 17:32:31, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0343, loss: 1.0343, grad_norm: 3.8151 2021-06-17 23:50:21,790 - mmaction - INFO - Epoch [43][1400/1879] lr: 2.000e-03, eta: 17:32:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8996, loss_cls: 1.0011, loss: 1.0011, grad_norm: 3.7382 2021-06-17 23:50:32,924 - mmaction - INFO - Epoch [43][1420/1879] lr: 2.000e-03, eta: 17:32:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7395, top5_acc: 0.8879, loss_cls: 1.0682, loss: 1.0682, grad_norm: 3.7070 2021-06-17 23:50:44,060 - mmaction - INFO - Epoch [43][1440/1879] lr: 2.000e-03, eta: 17:31:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7355, top5_acc: 0.9008, loss_cls: 1.0487, loss: 1.0487, grad_norm: 3.8554 2021-06-17 23:50:55,202 - mmaction - INFO - Epoch [43][1460/1879] lr: 2.000e-03, eta: 17:31:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0407, loss: 1.0407, grad_norm: 3.7923 2021-06-17 23:51:06,352 - mmaction - INFO - Epoch [43][1480/1879] lr: 2.000e-03, eta: 17:31:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9176, loss_cls: 0.9676, loss: 0.9676, grad_norm: 3.7193 2021-06-17 23:51:17,508 - mmaction - INFO - Epoch [43][1500/1879] lr: 2.000e-03, eta: 17:31:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0051, loss: 1.0051, grad_norm: 3.8087 2021-06-17 23:51:28,647 - mmaction - INFO - Epoch [43][1520/1879] lr: 2.000e-03, eta: 17:31:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9004, loss_cls: 1.0844, loss: 1.0844, grad_norm: 3.8783 2021-06-17 23:51:39,805 - mmaction - INFO - Epoch [43][1540/1879] lr: 2.000e-03, eta: 17:30:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7340, top5_acc: 0.9027, loss_cls: 1.0525, loss: 1.0525, grad_norm: 3.9167 2021-06-17 23:51:50,972 - mmaction - INFO - Epoch [43][1560/1879] lr: 2.000e-03, eta: 17:30:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7371, top5_acc: 0.9066, loss_cls: 1.0262, loss: 1.0262, grad_norm: 3.7741 2021-06-17 23:52:02,108 - mmaction - INFO - Epoch [43][1580/1879] lr: 2.000e-03, eta: 17:30:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0358, loss: 1.0358, grad_norm: 3.7988 2021-06-17 23:52:13,238 - mmaction - INFO - Epoch [43][1600/1879] lr: 2.000e-03, eta: 17:30:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7379, top5_acc: 0.8977, loss_cls: 1.0595, loss: 1.0595, grad_norm: 3.8786 2021-06-17 23:52:24,376 - mmaction - INFO - Epoch [43][1620/1879] lr: 2.000e-03, eta: 17:30:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7270, top5_acc: 0.9066, loss_cls: 1.0399, loss: 1.0399, grad_norm: 3.7953 2021-06-17 23:52:35,516 - mmaction - INFO - Epoch [43][1640/1879] lr: 2.000e-03, eta: 17:29:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0098, loss: 1.0098, grad_norm: 3.7811 2021-06-17 23:52:46,653 - mmaction - INFO - Epoch [43][1660/1879] lr: 2.000e-03, eta: 17:29:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9082, loss_cls: 0.9741, loss: 0.9741, grad_norm: 3.7084 2021-06-17 23:52:57,815 - mmaction - INFO - Epoch [43][1680/1879] lr: 2.000e-03, eta: 17:29:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1162, loss: 1.1162, grad_norm: 4.0358 2021-06-17 23:53:08,955 - mmaction - INFO - Epoch [43][1700/1879] lr: 2.000e-03, eta: 17:29:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7215, top5_acc: 0.8988, loss_cls: 1.0613, loss: 1.0613, grad_norm: 3.9152 2021-06-17 23:53:20,093 - mmaction - INFO - Epoch [43][1720/1879] lr: 2.000e-03, eta: 17:28:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7340, top5_acc: 0.9023, loss_cls: 1.0397, loss: 1.0397, grad_norm: 3.8670 2021-06-17 23:53:31,232 - mmaction - INFO - Epoch [43][1740/1879] lr: 2.000e-03, eta: 17:28:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0419, loss: 1.0419, grad_norm: 3.8133 2021-06-17 23:53:42,386 - mmaction - INFO - Epoch [43][1760/1879] lr: 2.000e-03, eta: 17:28:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9027, loss_cls: 1.0037, loss: 1.0037, grad_norm: 3.7153 2021-06-17 23:53:53,539 - mmaction - INFO - Epoch [43][1780/1879] lr: 2.000e-03, eta: 17:28:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7270, top5_acc: 0.9059, loss_cls: 1.0531, loss: 1.0531, grad_norm: 3.8871 2021-06-17 23:54:04,674 - mmaction - INFO - Epoch [43][1800/1879] lr: 2.000e-03, eta: 17:28:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0671, loss: 1.0671, grad_norm: 3.8597 2021-06-17 23:54:15,824 - mmaction - INFO - Epoch [43][1820/1879] lr: 2.000e-03, eta: 17:27:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9051, loss_cls: 1.0624, loss: 1.0624, grad_norm: 3.8921 2021-06-17 23:54:26,964 - mmaction - INFO - Epoch [43][1840/1879] lr: 2.000e-03, eta: 17:27:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0444, loss: 1.0444, grad_norm: 3.8391 2021-06-17 23:54:38,093 - mmaction - INFO - Epoch [43][1860/1879] lr: 2.000e-03, eta: 17:27:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7246, top5_acc: 0.9008, loss_cls: 1.0894, loss: 1.0894, grad_norm: 3.9885 2021-06-17 23:54:50,038 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-06-17 23:56:07,342 - mmaction - INFO - Epoch [44][20/1879] lr: 2.000e-03, eta: 17:28:19, time: 3.836, data_time: 3.266, memory: 7080, top1_acc: 0.7277, top5_acc: 0.9062, loss_cls: 1.0401, loss: 1.0401, grad_norm: 3.8389 2021-06-17 23:56:18,474 - mmaction - INFO - Epoch [44][40/1879] lr: 2.000e-03, eta: 17:28:06, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9125, loss_cls: 0.9827, loss: 0.9827, grad_norm: 3.6973 2021-06-17 23:56:29,578 - mmaction - INFO - Epoch [44][60/1879] lr: 2.000e-03, eta: 17:27:53, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7418, top5_acc: 0.9125, loss_cls: 1.0076, loss: 1.0076, grad_norm: 3.7766 2021-06-17 23:56:40,705 - mmaction - INFO - Epoch [44][80/1879] lr: 2.000e-03, eta: 17:27:41, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9062, loss_cls: 0.9735, loss: 0.9735, grad_norm: 3.6440 2021-06-17 23:56:51,845 - mmaction - INFO - Epoch [44][100/1879] lr: 2.000e-03, eta: 17:27:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0303, loss: 1.0303, grad_norm: 3.8403 2021-06-17 23:57:02,977 - mmaction - INFO - Epoch [44][120/1879] lr: 2.000e-03, eta: 17:27:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9059, loss_cls: 1.0195, loss: 1.0195, grad_norm: 3.7457 2021-06-17 23:57:14,109 - mmaction - INFO - Epoch [44][140/1879] lr: 2.000e-03, eta: 17:27:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0504, loss: 1.0504, grad_norm: 3.7723 2021-06-17 23:57:25,248 - mmaction - INFO - Epoch [44][160/1879] lr: 2.000e-03, eta: 17:26:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0022, loss: 1.0022, grad_norm: 3.6760 2021-06-17 23:57:36,416 - mmaction - INFO - Epoch [44][180/1879] lr: 2.000e-03, eta: 17:26:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9078, loss_cls: 1.0053, loss: 1.0053, grad_norm: 3.7342 2021-06-17 23:57:47,524 - mmaction - INFO - Epoch [44][200/1879] lr: 2.000e-03, eta: 17:26:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9055, loss_cls: 1.0151, loss: 1.0151, grad_norm: 3.8436 2021-06-17 23:57:58,680 - mmaction - INFO - Epoch [44][220/1879] lr: 2.000e-03, eta: 17:26:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9082, loss_cls: 1.0228, loss: 1.0228, grad_norm: 3.8371 2021-06-17 23:58:09,773 - mmaction - INFO - Epoch [44][240/1879] lr: 2.000e-03, eta: 17:26:00, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9227, loss_cls: 0.9558, loss: 0.9558, grad_norm: 3.8267 2021-06-17 23:58:20,917 - mmaction - INFO - Epoch [44][260/1879] lr: 2.000e-03, eta: 17:25:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9027, loss_cls: 1.0269, loss: 1.0269, grad_norm: 3.8361 2021-06-17 23:58:32,065 - mmaction - INFO - Epoch [44][280/1879] lr: 2.000e-03, eta: 17:25:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9066, loss_cls: 1.0307, loss: 1.0307, grad_norm: 3.8752 2021-06-17 23:58:43,225 - mmaction - INFO - Epoch [44][300/1879] lr: 2.000e-03, eta: 17:25:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9125, loss_cls: 0.9773, loss: 0.9773, grad_norm: 3.7400 2021-06-17 23:58:54,371 - mmaction - INFO - Epoch [44][320/1879] lr: 2.000e-03, eta: 17:25:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9145, loss_cls: 0.9820, loss: 0.9820, grad_norm: 3.8451 2021-06-17 23:59:05,504 - mmaction - INFO - Epoch [44][340/1879] lr: 2.000e-03, eta: 17:24:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8957, loss_cls: 1.0990, loss: 1.0990, grad_norm: 3.8574 2021-06-17 23:59:16,628 - mmaction - INFO - Epoch [44][360/1879] lr: 2.000e-03, eta: 17:24:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9078, loss_cls: 1.0139, loss: 1.0139, grad_norm: 3.7157 2021-06-17 23:59:27,782 - mmaction - INFO - Epoch [44][380/1879] lr: 2.000e-03, eta: 17:24:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9090, loss_cls: 1.0195, loss: 1.0195, grad_norm: 3.7441 2021-06-17 23:59:38,903 - mmaction - INFO - Epoch [44][400/1879] lr: 2.000e-03, eta: 17:24:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7371, top5_acc: 0.9098, loss_cls: 1.0500, loss: 1.0500, grad_norm: 3.8028 2021-06-17 23:59:50,052 - mmaction - INFO - Epoch [44][420/1879] lr: 2.000e-03, eta: 17:24:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9078, loss_cls: 1.0295, loss: 1.0295, grad_norm: 3.8062 2021-06-18 00:00:01,192 - mmaction - INFO - Epoch [44][440/1879] lr: 2.000e-03, eta: 17:23:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9753, loss: 0.9753, grad_norm: 3.7492 2021-06-18 00:00:13,413 - mmaction - INFO - Epoch [44][460/1879] lr: 2.000e-03, eta: 17:23:44, time: 0.610, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0607, loss: 1.0607, grad_norm: 3.8596 2021-06-18 00:00:24,551 - mmaction - INFO - Epoch [44][480/1879] lr: 2.000e-03, eta: 17:23:31, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9004, loss_cls: 1.0536, loss: 1.0536, grad_norm: 3.8669 2021-06-18 00:00:35,708 - mmaction - INFO - Epoch [44][500/1879] lr: 2.000e-03, eta: 17:23:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.9027, loss_cls: 1.0555, loss: 1.0555, grad_norm: 3.8570 2021-06-18 00:00:46,857 - mmaction - INFO - Epoch [44][520/1879] lr: 2.000e-03, eta: 17:23:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9059, loss_cls: 1.0122, loss: 1.0122, grad_norm: 3.7438 2021-06-18 00:00:58,001 - mmaction - INFO - Epoch [44][540/1879] lr: 2.000e-03, eta: 17:22:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9004, loss_cls: 1.0221, loss: 1.0221, grad_norm: 3.7706 2021-06-18 00:01:09,155 - mmaction - INFO - Epoch [44][560/1879] lr: 2.000e-03, eta: 17:22:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9145, loss_cls: 1.0001, loss: 1.0001, grad_norm: 3.7566 2021-06-18 00:01:20,300 - mmaction - INFO - Epoch [44][580/1879] lr: 2.000e-03, eta: 17:22:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9027, loss_cls: 1.0388, loss: 1.0388, grad_norm: 3.8375 2021-06-18 00:01:31,424 - mmaction - INFO - Epoch [44][600/1879] lr: 2.000e-03, eta: 17:22:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9031, loss_cls: 1.0323, loss: 1.0323, grad_norm: 3.8022 2021-06-18 00:01:42,553 - mmaction - INFO - Epoch [44][620/1879] lr: 2.000e-03, eta: 17:22:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9016, loss_cls: 1.0444, loss: 1.0444, grad_norm: 3.7834 2021-06-18 00:01:53,725 - mmaction - INFO - Epoch [44][640/1879] lr: 2.000e-03, eta: 17:21:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9035, loss_cls: 1.0473, loss: 1.0473, grad_norm: 3.8733 2021-06-18 00:02:04,881 - mmaction - INFO - Epoch [44][660/1879] lr: 2.000e-03, eta: 17:21:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9199, loss_cls: 0.9711, loss: 0.9711, grad_norm: 3.7943 2021-06-18 00:02:16,028 - mmaction - INFO - Epoch [44][680/1879] lr: 2.000e-03, eta: 17:21:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9615, loss: 0.9615, grad_norm: 3.6896 2021-06-18 00:02:27,199 - mmaction - INFO - Epoch [44][700/1879] lr: 2.000e-03, eta: 17:21:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9082, loss_cls: 1.0197, loss: 1.0197, grad_norm: 3.7483 2021-06-18 00:02:38,350 - mmaction - INFO - Epoch [44][720/1879] lr: 2.000e-03, eta: 17:21:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9066, loss_cls: 0.9906, loss: 0.9906, grad_norm: 3.8016 2021-06-18 00:02:49,522 - mmaction - INFO - Epoch [44][740/1879] lr: 2.000e-03, eta: 17:20:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7355, top5_acc: 0.8949, loss_cls: 1.0746, loss: 1.0746, grad_norm: 3.8672 2021-06-18 00:03:00,689 - mmaction - INFO - Epoch [44][760/1879] lr: 2.000e-03, eta: 17:20:36, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9066, loss_cls: 1.0310, loss: 1.0310, grad_norm: 3.7393 2021-06-18 00:03:11,859 - mmaction - INFO - Epoch [44][780/1879] lr: 2.000e-03, eta: 17:20:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9070, loss_cls: 1.0277, loss: 1.0277, grad_norm: 3.8615 2021-06-18 00:03:23,006 - mmaction - INFO - Epoch [44][800/1879] lr: 2.000e-03, eta: 17:20:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9066, loss_cls: 1.0125, loss: 1.0125, grad_norm: 3.7779 2021-06-18 00:03:34,139 - mmaction - INFO - Epoch [44][820/1879] lr: 2.000e-03, eta: 17:19:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9027, loss_cls: 1.0530, loss: 1.0530, grad_norm: 3.9327 2021-06-18 00:03:45,280 - mmaction - INFO - Epoch [44][840/1879] lr: 2.000e-03, eta: 17:19:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9020, loss_cls: 1.0615, loss: 1.0615, grad_norm: 3.8846 2021-06-18 00:03:56,450 - mmaction - INFO - Epoch [44][860/1879] lr: 2.000e-03, eta: 17:19:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7113, top5_acc: 0.9004, loss_cls: 1.0772, loss: 1.0772, grad_norm: 3.9340 2021-06-18 00:04:07,607 - mmaction - INFO - Epoch [44][880/1879] lr: 2.000e-03, eta: 17:19:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9070, loss_cls: 1.0124, loss: 1.0124, grad_norm: 3.7587 2021-06-18 00:04:18,790 - mmaction - INFO - Epoch [44][900/1879] lr: 2.000e-03, eta: 17:19:09, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9035, loss_cls: 1.0638, loss: 1.0638, grad_norm: 3.9729 2021-06-18 00:04:29,951 - mmaction - INFO - Epoch [44][920/1879] lr: 2.000e-03, eta: 17:18:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9020, loss_cls: 1.0526, loss: 1.0526, grad_norm: 3.9072 2021-06-18 00:04:41,119 - mmaction - INFO - Epoch [44][940/1879] lr: 2.000e-03, eta: 17:18:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7387, top5_acc: 0.9008, loss_cls: 1.0544, loss: 1.0544, grad_norm: 3.8442 2021-06-18 00:04:52,283 - mmaction - INFO - Epoch [44][960/1879] lr: 2.000e-03, eta: 17:18:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9016, loss_cls: 1.0467, loss: 1.0467, grad_norm: 3.7361 2021-06-18 00:05:03,461 - mmaction - INFO - Epoch [44][980/1879] lr: 2.000e-03, eta: 17:18:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9098, loss_cls: 1.0370, loss: 1.0370, grad_norm: 3.8036 2021-06-18 00:05:14,602 - mmaction - INFO - Epoch [44][1000/1879] lr: 2.000e-03, eta: 17:18:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9105, loss_cls: 1.0197, loss: 1.0197, grad_norm: 3.8488 2021-06-18 00:05:25,756 - mmaction - INFO - Epoch [44][1020/1879] lr: 2.000e-03, eta: 17:17:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0326, loss: 1.0326, grad_norm: 3.8461 2021-06-18 00:05:36,909 - mmaction - INFO - Epoch [44][1040/1879] lr: 2.000e-03, eta: 17:17:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7363, top5_acc: 0.8980, loss_cls: 1.0438, loss: 1.0438, grad_norm: 3.8302 2021-06-18 00:05:48,062 - mmaction - INFO - Epoch [44][1060/1879] lr: 2.000e-03, eta: 17:17:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9043, loss_cls: 1.0259, loss: 1.0259, grad_norm: 3.8576 2021-06-18 00:05:59,236 - mmaction - INFO - Epoch [44][1080/1879] lr: 2.000e-03, eta: 17:17:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9121, loss_cls: 0.9996, loss: 0.9996, grad_norm: 3.8832 2021-06-18 00:06:10,390 - mmaction - INFO - Epoch [44][1100/1879] lr: 2.000e-03, eta: 17:17:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7254, top5_acc: 0.9027, loss_cls: 1.0674, loss: 1.0674, grad_norm: 3.8965 2021-06-18 00:06:21,530 - mmaction - INFO - Epoch [44][1120/1879] lr: 2.000e-03, eta: 17:16:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9180, loss_cls: 0.9856, loss: 0.9856, grad_norm: 3.8315 2021-06-18 00:06:32,683 - mmaction - INFO - Epoch [44][1140/1879] lr: 2.000e-03, eta: 17:16:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9031, loss_cls: 1.0220, loss: 1.0220, grad_norm: 3.7439 2021-06-18 00:06:43,864 - mmaction - INFO - Epoch [44][1160/1879] lr: 2.000e-03, eta: 17:16:26, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 1.0075, loss: 1.0075, grad_norm: 3.8376 2021-06-18 00:06:55,036 - mmaction - INFO - Epoch [44][1180/1879] lr: 2.000e-03, eta: 17:16:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0490, loss: 1.0490, grad_norm: 4.0173 2021-06-18 00:07:06,169 - mmaction - INFO - Epoch [44][1200/1879] lr: 2.000e-03, eta: 17:16:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9016, loss_cls: 1.0374, loss: 1.0374, grad_norm: 3.8484 2021-06-18 00:07:17,303 - mmaction - INFO - Epoch [44][1220/1879] lr: 2.000e-03, eta: 17:15:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9039, loss_cls: 1.0444, loss: 1.0444, grad_norm: 3.9025 2021-06-18 00:07:28,449 - mmaction - INFO - Epoch [44][1240/1879] lr: 2.000e-03, eta: 17:15:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0543, loss: 1.0543, grad_norm: 3.9681 2021-06-18 00:07:39,607 - mmaction - INFO - Epoch [44][1260/1879] lr: 2.000e-03, eta: 17:15:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9012, loss_cls: 1.0175, loss: 1.0175, grad_norm: 3.8294 2021-06-18 00:07:50,775 - mmaction - INFO - Epoch [44][1280/1879] lr: 2.000e-03, eta: 17:15:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9012, loss_cls: 1.0572, loss: 1.0572, grad_norm: 3.9995 2021-06-18 00:08:01,977 - mmaction - INFO - Epoch [44][1300/1879] lr: 2.000e-03, eta: 17:14:59, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9004, loss_cls: 1.0705, loss: 1.0705, grad_norm: 3.9968 2021-06-18 00:08:13,080 - mmaction - INFO - Epoch [44][1320/1879] lr: 2.000e-03, eta: 17:14:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9051, loss_cls: 1.0244, loss: 1.0244, grad_norm: 3.8057 2021-06-18 00:08:24,220 - mmaction - INFO - Epoch [44][1340/1879] lr: 2.000e-03, eta: 17:14:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0065, loss: 1.0065, grad_norm: 3.8653 2021-06-18 00:08:35,385 - mmaction - INFO - Epoch [44][1360/1879] lr: 2.000e-03, eta: 17:14:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7371, top5_acc: 0.9074, loss_cls: 1.0092, loss: 1.0092, grad_norm: 3.9584 2021-06-18 00:08:46,546 - mmaction - INFO - Epoch [44][1380/1879] lr: 2.000e-03, eta: 17:14:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9086, loss_cls: 1.0319, loss: 1.0319, grad_norm: 3.9183 2021-06-18 00:08:57,691 - mmaction - INFO - Epoch [44][1400/1879] lr: 2.000e-03, eta: 17:13:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9808, loss: 0.9808, grad_norm: 3.7763 2021-06-18 00:09:08,848 - mmaction - INFO - Epoch [44][1420/1879] lr: 2.000e-03, eta: 17:13:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7277, top5_acc: 0.9078, loss_cls: 1.0263, loss: 1.0263, grad_norm: 3.8596 2021-06-18 00:09:19,996 - mmaction - INFO - Epoch [44][1440/1879] lr: 2.000e-03, eta: 17:13:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0220, loss: 1.0220, grad_norm: 3.9107 2021-06-18 00:09:31,163 - mmaction - INFO - Epoch [44][1460/1879] lr: 2.000e-03, eta: 17:13:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9211, loss_cls: 0.9471, loss: 0.9471, grad_norm: 3.7675 2021-06-18 00:09:42,322 - mmaction - INFO - Epoch [44][1480/1879] lr: 2.000e-03, eta: 17:13:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9043, loss_cls: 1.0292, loss: 1.0292, grad_norm: 3.8404 2021-06-18 00:09:53,469 - mmaction - INFO - Epoch [44][1500/1879] lr: 2.000e-03, eta: 17:12:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9117, loss_cls: 1.0138, loss: 1.0138, grad_norm: 3.8790 2021-06-18 00:10:04,636 - mmaction - INFO - Epoch [44][1520/1879] lr: 2.000e-03, eta: 17:12:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9031, loss_cls: 0.9651, loss: 0.9651, grad_norm: 3.8613 2021-06-18 00:10:15,802 - mmaction - INFO - Epoch [44][1540/1879] lr: 2.000e-03, eta: 17:12:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9105, loss_cls: 1.0107, loss: 1.0107, grad_norm: 3.8704 2021-06-18 00:10:27,002 - mmaction - INFO - Epoch [44][1560/1879] lr: 2.000e-03, eta: 17:12:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9090, loss_cls: 0.9994, loss: 0.9994, grad_norm: 3.9103 2021-06-18 00:10:38,121 - mmaction - INFO - Epoch [44][1580/1879] lr: 2.000e-03, eta: 17:12:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9066, loss_cls: 1.0081, loss: 1.0081, grad_norm: 3.8312 2021-06-18 00:10:49,283 - mmaction - INFO - Epoch [44][1600/1879] lr: 2.000e-03, eta: 17:11:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0526, loss: 1.0526, grad_norm: 3.8397 2021-06-18 00:11:00,429 - mmaction - INFO - Epoch [44][1620/1879] lr: 2.000e-03, eta: 17:11:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9023, loss_cls: 1.0248, loss: 1.0248, grad_norm: 3.8869 2021-06-18 00:11:11,594 - mmaction - INFO - Epoch [44][1640/1879] lr: 2.000e-03, eta: 17:11:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9066, loss_cls: 1.0337, loss: 1.0337, grad_norm: 3.8464 2021-06-18 00:11:22,738 - mmaction - INFO - Epoch [44][1660/1879] lr: 2.000e-03, eta: 17:11:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9051, loss_cls: 1.0295, loss: 1.0295, grad_norm: 3.8294 2021-06-18 00:11:33,893 - mmaction - INFO - Epoch [44][1680/1879] lr: 2.000e-03, eta: 17:11:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9117, loss_cls: 0.9880, loss: 0.9880, grad_norm: 3.9114 2021-06-18 00:11:45,064 - mmaction - INFO - Epoch [44][1700/1879] lr: 2.000e-03, eta: 17:10:49, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9051, loss_cls: 1.0305, loss: 1.0305, grad_norm: 3.9112 2021-06-18 00:11:56,225 - mmaction - INFO - Epoch [44][1720/1879] lr: 2.000e-03, eta: 17:10:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9004, loss_cls: 1.0762, loss: 1.0762, grad_norm: 3.9926 2021-06-18 00:12:07,388 - mmaction - INFO - Epoch [44][1740/1879] lr: 2.000e-03, eta: 17:10:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9972, loss: 0.9972, grad_norm: 3.9031 2021-06-18 00:12:18,551 - mmaction - INFO - Epoch [44][1760/1879] lr: 2.000e-03, eta: 17:10:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.8949, loss_cls: 1.0943, loss: 1.0943, grad_norm: 3.9898 2021-06-18 00:12:29,691 - mmaction - INFO - Epoch [44][1780/1879] lr: 2.000e-03, eta: 17:09:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9082, loss_cls: 1.0086, loss: 1.0086, grad_norm: 3.8720 2021-06-18 00:12:40,829 - mmaction - INFO - Epoch [44][1800/1879] lr: 2.000e-03, eta: 17:09:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9172, loss_cls: 0.9600, loss: 0.9600, grad_norm: 3.7918 2021-06-18 00:12:51,995 - mmaction - INFO - Epoch [44][1820/1879] lr: 2.000e-03, eta: 17:09:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.8984, loss_cls: 1.0355, loss: 1.0355, grad_norm: 3.8555 2021-06-18 00:13:03,152 - mmaction - INFO - Epoch [44][1840/1879] lr: 2.000e-03, eta: 17:09:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8871, loss_cls: 1.0987, loss: 1.0987, grad_norm: 3.8646 2021-06-18 00:13:14,301 - mmaction - INFO - Epoch [44][1860/1879] lr: 2.000e-03, eta: 17:09:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9113, loss_cls: 0.9669, loss: 0.9669, grad_norm: 3.7759 2021-06-18 00:13:26,927 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-06-18 00:14:44,838 - mmaction - INFO - Epoch [45][20/1879] lr: 2.000e-03, eta: 17:09:56, time: 3.864, data_time: 3.302, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9059, loss_cls: 0.9996, loss: 0.9996, grad_norm: 3.7262 2021-06-18 00:14:55,977 - mmaction - INFO - Epoch [45][40/1879] lr: 2.000e-03, eta: 17:09:43, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9035, loss_cls: 1.0170, loss: 1.0170, grad_norm: 3.8392 2021-06-18 00:15:07,179 - mmaction - INFO - Epoch [45][60/1879] lr: 2.000e-03, eta: 17:09:31, time: 0.562, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0116, loss: 1.0116, grad_norm: 3.7670 2021-06-18 00:15:18,292 - mmaction - INFO - Epoch [45][80/1879] lr: 2.000e-03, eta: 17:09:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9125, loss_cls: 0.9944, loss: 0.9944, grad_norm: 3.8329 2021-06-18 00:15:29,428 - mmaction - INFO - Epoch [45][100/1879] lr: 2.000e-03, eta: 17:09:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.8969, loss_cls: 1.0145, loss: 1.0145, grad_norm: 3.8369 2021-06-18 00:15:40,574 - mmaction - INFO - Epoch [45][120/1879] lr: 2.000e-03, eta: 17:08:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7355, top5_acc: 0.9039, loss_cls: 1.0406, loss: 1.0406, grad_norm: 3.8964 2021-06-18 00:15:51,709 - mmaction - INFO - Epoch [45][140/1879] lr: 2.000e-03, eta: 17:08:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9098, loss_cls: 1.0238, loss: 1.0238, grad_norm: 3.9093 2021-06-18 00:16:02,856 - mmaction - INFO - Epoch [45][160/1879] lr: 2.000e-03, eta: 17:08:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0067, loss: 1.0067, grad_norm: 3.9469 2021-06-18 00:16:13,999 - mmaction - INFO - Epoch [45][180/1879] lr: 2.000e-03, eta: 17:08:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.8953, loss_cls: 1.0507, loss: 1.0507, grad_norm: 3.9476 2021-06-18 00:16:25,141 - mmaction - INFO - Epoch [45][200/1879] lr: 2.000e-03, eta: 17:08:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9074, loss_cls: 0.9893, loss: 0.9893, grad_norm: 3.7282 2021-06-18 00:16:36,266 - mmaction - INFO - Epoch [45][220/1879] lr: 2.000e-03, eta: 17:07:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9816, loss: 0.9816, grad_norm: 3.7904 2021-06-18 00:16:47,416 - mmaction - INFO - Epoch [45][240/1879] lr: 2.000e-03, eta: 17:07:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9043, loss_cls: 1.0023, loss: 1.0023, grad_norm: 3.7573 2021-06-18 00:16:58,580 - mmaction - INFO - Epoch [45][260/1879] lr: 2.000e-03, eta: 17:07:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9047, loss_cls: 1.0255, loss: 1.0255, grad_norm: 3.8020 2021-06-18 00:17:09,742 - mmaction - INFO - Epoch [45][280/1879] lr: 2.000e-03, eta: 17:07:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9955, loss: 0.9955, grad_norm: 3.8383 2021-06-18 00:17:20,890 - mmaction - INFO - Epoch [45][300/1879] lr: 2.000e-03, eta: 17:07:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9141, loss_cls: 0.9983, loss: 0.9983, grad_norm: 3.8754 2021-06-18 00:17:32,034 - mmaction - INFO - Epoch [45][320/1879] lr: 2.000e-03, eta: 17:06:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0268, loss: 1.0268, grad_norm: 3.8713 2021-06-18 00:17:43,197 - mmaction - INFO - Epoch [45][340/1879] lr: 2.000e-03, eta: 17:06:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9055, loss_cls: 1.0055, loss: 1.0055, grad_norm: 3.9119 2021-06-18 00:17:54,351 - mmaction - INFO - Epoch [45][360/1879] lr: 2.000e-03, eta: 17:06:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7340, top5_acc: 0.9059, loss_cls: 1.0399, loss: 1.0399, grad_norm: 3.9888 2021-06-18 00:18:05,487 - mmaction - INFO - Epoch [45][380/1879] lr: 2.000e-03, eta: 17:06:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9051, loss_cls: 1.0357, loss: 1.0357, grad_norm: 3.9502 2021-06-18 00:18:16,645 - mmaction - INFO - Epoch [45][400/1879] lr: 2.000e-03, eta: 17:05:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9035, loss_cls: 1.0117, loss: 1.0117, grad_norm: 3.8388 2021-06-18 00:18:27,810 - mmaction - INFO - Epoch [45][420/1879] lr: 2.000e-03, eta: 17:05:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9090, loss_cls: 0.9827, loss: 0.9827, grad_norm: 3.7987 2021-06-18 00:18:38,960 - mmaction - INFO - Epoch [45][440/1879] lr: 2.000e-03, eta: 17:05:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8996, loss_cls: 1.0756, loss: 1.0756, grad_norm: 4.0085 2021-06-18 00:18:50,102 - mmaction - INFO - Epoch [45][460/1879] lr: 2.000e-03, eta: 17:05:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9191, loss_cls: 0.9633, loss: 0.9633, grad_norm: 3.8171 2021-06-18 00:19:01,237 - mmaction - INFO - Epoch [45][480/1879] lr: 2.000e-03, eta: 17:05:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9102, loss_cls: 0.9926, loss: 0.9926, grad_norm: 3.8101 2021-06-18 00:19:12,359 - mmaction - INFO - Epoch [45][500/1879] lr: 2.000e-03, eta: 17:04:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0734, loss: 1.0734, grad_norm: 4.0523 2021-06-18 00:19:23,515 - mmaction - INFO - Epoch [45][520/1879] lr: 2.000e-03, eta: 17:04:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9113, loss_cls: 1.0054, loss: 1.0054, grad_norm: 3.8929 2021-06-18 00:19:34,651 - mmaction - INFO - Epoch [45][540/1879] lr: 2.000e-03, eta: 17:04:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9094, loss_cls: 0.9751, loss: 0.9751, grad_norm: 3.8452 2021-06-18 00:19:45,794 - mmaction - INFO - Epoch [45][560/1879] lr: 2.000e-03, eta: 17:04:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9168, loss_cls: 0.9780, loss: 0.9780, grad_norm: 3.8568 2021-06-18 00:19:56,932 - mmaction - INFO - Epoch [45][580/1879] lr: 2.000e-03, eta: 17:04:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9043, loss_cls: 1.0012, loss: 1.0012, grad_norm: 3.8253 2021-06-18 00:20:08,090 - mmaction - INFO - Epoch [45][600/1879] lr: 2.000e-03, eta: 17:03:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9059, loss_cls: 1.0402, loss: 1.0402, grad_norm: 3.9786 2021-06-18 00:20:19,223 - mmaction - INFO - Epoch [45][620/1879] lr: 2.000e-03, eta: 17:03:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9219, loss_cls: 0.9777, loss: 0.9777, grad_norm: 3.8829 2021-06-18 00:20:30,378 - mmaction - INFO - Epoch [45][640/1879] lr: 2.000e-03, eta: 17:03:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9074, loss_cls: 1.0556, loss: 1.0556, grad_norm: 3.9667 2021-06-18 00:20:41,532 - mmaction - INFO - Epoch [45][660/1879] lr: 2.000e-03, eta: 17:03:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9039, loss_cls: 1.0285, loss: 1.0285, grad_norm: 3.8738 2021-06-18 00:20:52,678 - mmaction - INFO - Epoch [45][680/1879] lr: 2.000e-03, eta: 17:03:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9102, loss_cls: 0.9806, loss: 0.9806, grad_norm: 3.8146 2021-06-18 00:21:03,839 - mmaction - INFO - Epoch [45][700/1879] lr: 2.000e-03, eta: 17:02:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9160, loss_cls: 0.9739, loss: 0.9739, grad_norm: 3.8266 2021-06-18 00:21:14,984 - mmaction - INFO - Epoch [45][720/1879] lr: 2.000e-03, eta: 17:02:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9917, loss: 0.9917, grad_norm: 3.7768 2021-06-18 00:21:26,126 - mmaction - INFO - Epoch [45][740/1879] lr: 2.000e-03, eta: 17:02:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9012, loss_cls: 1.0190, loss: 1.0190, grad_norm: 3.8780 2021-06-18 00:21:37,262 - mmaction - INFO - Epoch [45][760/1879] lr: 2.000e-03, eta: 17:02:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9051, loss_cls: 1.0277, loss: 1.0277, grad_norm: 3.8927 2021-06-18 00:21:48,404 - mmaction - INFO - Epoch [45][780/1879] lr: 2.000e-03, eta: 17:02:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9090, loss_cls: 0.9764, loss: 0.9764, grad_norm: 3.7640 2021-06-18 00:21:59,558 - mmaction - INFO - Epoch [45][800/1879] lr: 2.000e-03, eta: 17:01:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9121, loss_cls: 1.0127, loss: 1.0127, grad_norm: 3.8298 2021-06-18 00:22:10,705 - mmaction - INFO - Epoch [45][820/1879] lr: 2.000e-03, eta: 17:01:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0043, loss: 1.0043, grad_norm: 3.8501 2021-06-18 00:22:21,865 - mmaction - INFO - Epoch [45][840/1879] lr: 2.000e-03, eta: 17:01:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0235, loss: 1.0235, grad_norm: 3.9505 2021-06-18 00:22:32,954 - mmaction - INFO - Epoch [45][860/1879] lr: 2.000e-03, eta: 17:01:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9086, loss_cls: 0.9951, loss: 0.9951, grad_norm: 3.7855 2021-06-18 00:22:44,096 - mmaction - INFO - Epoch [45][880/1879] lr: 2.000e-03, eta: 17:00:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9113, loss_cls: 1.0346, loss: 1.0346, grad_norm: 3.9580 2021-06-18 00:22:55,252 - mmaction - INFO - Epoch [45][900/1879] lr: 2.000e-03, eta: 17:00:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 1.0040, loss: 1.0040, grad_norm: 3.7987 2021-06-18 00:23:06,408 - mmaction - INFO - Epoch [45][920/1879] lr: 2.000e-03, eta: 17:00:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9074, loss_cls: 0.9777, loss: 0.9777, grad_norm: 3.7747 2021-06-18 00:23:17,598 - mmaction - INFO - Epoch [45][940/1879] lr: 2.000e-03, eta: 17:00:21, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9090, loss_cls: 0.9982, loss: 0.9982, grad_norm: 3.8458 2021-06-18 00:23:28,692 - mmaction - INFO - Epoch [45][960/1879] lr: 2.000e-03, eta: 17:00:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9117, loss_cls: 0.9743, loss: 0.9743, grad_norm: 3.8046 2021-06-18 00:23:39,852 - mmaction - INFO - Epoch [45][980/1879] lr: 2.000e-03, eta: 16:59:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9184, loss_cls: 0.9865, loss: 0.9865, grad_norm: 3.8122 2021-06-18 00:23:51,006 - mmaction - INFO - Epoch [45][1000/1879] lr: 2.000e-03, eta: 16:59:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9035, loss_cls: 1.0436, loss: 1.0436, grad_norm: 3.9512 2021-06-18 00:24:02,155 - mmaction - INFO - Epoch [45][1020/1879] lr: 2.000e-03, eta: 16:59:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9055, loss_cls: 1.0054, loss: 1.0054, grad_norm: 3.8324 2021-06-18 00:24:13,302 - mmaction - INFO - Epoch [45][1040/1879] lr: 2.000e-03, eta: 16:59:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7387, top5_acc: 0.8973, loss_cls: 1.0179, loss: 1.0179, grad_norm: 3.8586 2021-06-18 00:24:24,452 - mmaction - INFO - Epoch [45][1060/1879] lr: 2.000e-03, eta: 16:59:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9008, loss_cls: 1.0119, loss: 1.0119, grad_norm: 3.9109 2021-06-18 00:24:35,597 - mmaction - INFO - Epoch [45][1080/1879] lr: 2.000e-03, eta: 16:58:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9094, loss_cls: 0.9950, loss: 0.9950, grad_norm: 3.9185 2021-06-18 00:24:46,750 - mmaction - INFO - Epoch [45][1100/1879] lr: 2.000e-03, eta: 16:58:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9051, loss_cls: 1.0092, loss: 1.0092, grad_norm: 3.8634 2021-06-18 00:24:57,936 - mmaction - INFO - Epoch [45][1120/1879] lr: 2.000e-03, eta: 16:58:28, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9094, loss_cls: 1.0128, loss: 1.0128, grad_norm: 3.9025 2021-06-18 00:25:09,089 - mmaction - INFO - Epoch [45][1140/1879] lr: 2.000e-03, eta: 16:58:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9129, loss_cls: 0.9853, loss: 0.9853, grad_norm: 3.8711 2021-06-18 00:25:20,224 - mmaction - INFO - Epoch [45][1160/1879] lr: 2.000e-03, eta: 16:58:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0145, loss: 1.0145, grad_norm: 3.8926 2021-06-18 00:25:31,370 - mmaction - INFO - Epoch [45][1180/1879] lr: 2.000e-03, eta: 16:57:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9059, loss_cls: 1.0147, loss: 1.0147, grad_norm: 3.8665 2021-06-18 00:25:42,507 - mmaction - INFO - Epoch [45][1200/1879] lr: 2.000e-03, eta: 16:57:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9059, loss_cls: 1.0549, loss: 1.0549, grad_norm: 3.9928 2021-06-18 00:25:53,670 - mmaction - INFO - Epoch [45][1220/1879] lr: 2.000e-03, eta: 16:57:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9074, loss_cls: 0.9811, loss: 0.9811, grad_norm: 3.8544 2021-06-18 00:26:04,814 - mmaction - INFO - Epoch [45][1240/1879] lr: 2.000e-03, eta: 16:57:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9043, loss_cls: 1.0082, loss: 1.0082, grad_norm: 3.8330 2021-06-18 00:26:15,953 - mmaction - INFO - Epoch [45][1260/1879] lr: 2.000e-03, eta: 16:57:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 0.9975, loss: 0.9975, grad_norm: 3.7952 2021-06-18 00:26:27,106 - mmaction - INFO - Epoch [45][1280/1879] lr: 2.000e-03, eta: 16:56:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9211, loss_cls: 0.9500, loss: 0.9500, grad_norm: 3.8348 2021-06-18 00:26:38,201 - mmaction - INFO - Epoch [45][1300/1879] lr: 2.000e-03, eta: 16:56:36, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9180, loss_cls: 0.9849, loss: 0.9849, grad_norm: 3.9207 2021-06-18 00:26:49,367 - mmaction - INFO - Epoch [45][1320/1879] lr: 2.000e-03, eta: 16:56:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9160, loss_cls: 1.0037, loss: 1.0037, grad_norm: 4.0429 2021-06-18 00:27:00,540 - mmaction - INFO - Epoch [45][1340/1879] lr: 2.000e-03, eta: 16:56:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0124, loss: 1.0124, grad_norm: 3.9252 2021-06-18 00:27:11,696 - mmaction - INFO - Epoch [45][1360/1879] lr: 2.000e-03, eta: 16:55:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 1.0173, loss: 1.0173, grad_norm: 3.9292 2021-06-18 00:27:22,841 - mmaction - INFO - Epoch [45][1380/1879] lr: 2.000e-03, eta: 16:55:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9266, loss_cls: 0.9507, loss: 0.9507, grad_norm: 3.8255 2021-06-18 00:27:33,983 - mmaction - INFO - Epoch [45][1400/1879] lr: 2.000e-03, eta: 16:55:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9141, loss_cls: 0.9509, loss: 0.9509, grad_norm: 3.8262 2021-06-18 00:27:45,114 - mmaction - INFO - Epoch [45][1420/1879] lr: 2.000e-03, eta: 16:55:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9082, loss_cls: 1.0080, loss: 1.0080, grad_norm: 3.8106 2021-06-18 00:27:56,252 - mmaction - INFO - Epoch [45][1440/1879] lr: 2.000e-03, eta: 16:55:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9102, loss_cls: 0.9840, loss: 0.9840, grad_norm: 3.8130 2021-06-18 00:28:07,392 - mmaction - INFO - Epoch [45][1460/1879] lr: 2.000e-03, eta: 16:54:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9016, loss_cls: 1.0359, loss: 1.0359, grad_norm: 4.0111 2021-06-18 00:28:18,555 - mmaction - INFO - Epoch [45][1480/1879] lr: 2.000e-03, eta: 16:54:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0290, loss: 1.0290, grad_norm: 3.9337 2021-06-18 00:28:29,709 - mmaction - INFO - Epoch [45][1500/1879] lr: 2.000e-03, eta: 16:54:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9094, loss_cls: 0.9937, loss: 0.9937, grad_norm: 3.7158 2021-06-18 00:28:40,857 - mmaction - INFO - Epoch [45][1520/1879] lr: 2.000e-03, eta: 16:54:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9121, loss_cls: 0.9785, loss: 0.9785, grad_norm: 3.8621 2021-06-18 00:28:52,001 - mmaction - INFO - Epoch [45][1540/1879] lr: 2.000e-03, eta: 16:54:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9035, loss_cls: 1.0383, loss: 1.0383, grad_norm: 3.9913 2021-06-18 00:29:03,163 - mmaction - INFO - Epoch [45][1560/1879] lr: 2.000e-03, eta: 16:53:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9066, loss_cls: 1.0222, loss: 1.0222, grad_norm: 3.9004 2021-06-18 00:29:14,319 - mmaction - INFO - Epoch [45][1580/1879] lr: 2.000e-03, eta: 16:53:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9062, loss_cls: 1.0070, loss: 1.0070, grad_norm: 3.8118 2021-06-18 00:29:25,477 - mmaction - INFO - Epoch [45][1600/1879] lr: 2.000e-03, eta: 16:53:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9164, loss_cls: 0.9642, loss: 0.9642, grad_norm: 3.7597 2021-06-18 00:29:36,653 - mmaction - INFO - Epoch [45][1620/1879] lr: 2.000e-03, eta: 16:53:17, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9035, loss_cls: 1.0300, loss: 1.0300, grad_norm: 3.8484 2021-06-18 00:29:47,800 - mmaction - INFO - Epoch [45][1640/1879] lr: 2.000e-03, eta: 16:53:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9117, loss_cls: 0.9978, loss: 0.9978, grad_norm: 3.8671 2021-06-18 00:29:58,931 - mmaction - INFO - Epoch [45][1660/1879] lr: 2.000e-03, eta: 16:52:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9051, loss_cls: 1.0332, loss: 1.0332, grad_norm: 3.9537 2021-06-18 00:30:10,105 - mmaction - INFO - Epoch [45][1680/1879] lr: 2.000e-03, eta: 16:52:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9191, loss_cls: 0.9793, loss: 0.9793, grad_norm: 3.8683 2021-06-18 00:30:21,246 - mmaction - INFO - Epoch [45][1700/1879] lr: 2.000e-03, eta: 16:52:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9035, loss_cls: 1.0070, loss: 1.0070, grad_norm: 3.8197 2021-06-18 00:30:32,396 - mmaction - INFO - Epoch [45][1720/1879] lr: 2.000e-03, eta: 16:52:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7262, top5_acc: 0.9070, loss_cls: 1.0507, loss: 1.0507, grad_norm: 3.9823 2021-06-18 00:30:43,534 - mmaction - INFO - Epoch [45][1740/1879] lr: 2.000e-03, eta: 16:52:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9160, loss_cls: 0.9756, loss: 0.9756, grad_norm: 3.8819 2021-06-18 00:30:54,669 - mmaction - INFO - Epoch [45][1760/1879] lr: 2.000e-03, eta: 16:51:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9043, loss_cls: 1.0364, loss: 1.0364, grad_norm: 3.9833 2021-06-18 00:31:05,841 - mmaction - INFO - Epoch [45][1780/1879] lr: 2.000e-03, eta: 16:51:37, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0455, loss: 1.0455, grad_norm: 4.0081 2021-06-18 00:31:16,992 - mmaction - INFO - Epoch [45][1800/1879] lr: 2.000e-03, eta: 16:51:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9078, loss_cls: 0.9996, loss: 0.9996, grad_norm: 3.9276 2021-06-18 00:31:28,137 - mmaction - INFO - Epoch [45][1820/1879] lr: 2.000e-03, eta: 16:51:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9066, loss_cls: 1.0386, loss: 1.0386, grad_norm: 3.9591 2021-06-18 00:31:39,292 - mmaction - INFO - Epoch [45][1840/1879] lr: 2.000e-03, eta: 16:51:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0489, loss: 1.0489, grad_norm: 4.0700 2021-06-18 00:31:50,413 - mmaction - INFO - Epoch [45][1860/1879] lr: 2.000e-03, eta: 16:50:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9656, loss: 0.9656, grad_norm: 3.8688 2021-06-18 00:32:02,642 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-06-18 00:33:23,369 - mmaction - INFO - Epoch [46][20/1879] lr: 2.000e-03, eta: 16:51:34, time: 4.013, data_time: 3.417, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9137, loss_cls: 0.9137, loss: 0.9137, grad_norm: 3.7258 2021-06-18 00:33:34,518 - mmaction - INFO - Epoch [46][40/1879] lr: 2.000e-03, eta: 16:51:22, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9031, loss_cls: 1.0170, loss: 1.0170, grad_norm: 3.8713 2021-06-18 00:33:45,685 - mmaction - INFO - Epoch [46][60/1879] lr: 2.000e-03, eta: 16:51:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9590, loss: 0.9590, grad_norm: 3.7896 2021-06-18 00:33:56,849 - mmaction - INFO - Epoch [46][80/1879] lr: 2.000e-03, eta: 16:50:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9094, loss_cls: 1.0183, loss: 1.0183, grad_norm: 3.9519 2021-06-18 00:34:07,988 - mmaction - INFO - Epoch [46][100/1879] lr: 2.000e-03, eta: 16:50:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9094, loss_cls: 0.9818, loss: 0.9818, grad_norm: 3.8134 2021-06-18 00:34:19,126 - mmaction - INFO - Epoch [46][120/1879] lr: 2.000e-03, eta: 16:50:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7379, top5_acc: 0.8980, loss_cls: 1.0631, loss: 1.0631, grad_norm: 3.9981 2021-06-18 00:34:30,282 - mmaction - INFO - Epoch [46][140/1879] lr: 2.000e-03, eta: 16:50:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9117, loss_cls: 0.9815, loss: 0.9815, grad_norm: 3.8248 2021-06-18 00:34:41,432 - mmaction - INFO - Epoch [46][160/1879] lr: 2.000e-03, eta: 16:50:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9125, loss_cls: 0.9842, loss: 0.9842, grad_norm: 3.7805 2021-06-18 00:34:52,560 - mmaction - INFO - Epoch [46][180/1879] lr: 2.000e-03, eta: 16:49:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9043, loss_cls: 1.0129, loss: 1.0129, grad_norm: 3.8557 2021-06-18 00:35:03,690 - mmaction - INFO - Epoch [46][200/1879] lr: 2.000e-03, eta: 16:49:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9059, loss_cls: 1.0590, loss: 1.0590, grad_norm: 3.9806 2021-06-18 00:35:14,826 - mmaction - INFO - Epoch [46][220/1879] lr: 2.000e-03, eta: 16:49:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0172, loss: 1.0172, grad_norm: 3.9446 2021-06-18 00:35:25,985 - mmaction - INFO - Epoch [46][240/1879] lr: 2.000e-03, eta: 16:49:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9129, loss_cls: 0.9671, loss: 0.9671, grad_norm: 3.8460 2021-06-18 00:35:37,145 - mmaction - INFO - Epoch [46][260/1879] lr: 2.000e-03, eta: 16:49:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9129, loss_cls: 0.9828, loss: 0.9828, grad_norm: 3.8717 2021-06-18 00:35:48,293 - mmaction - INFO - Epoch [46][280/1879] lr: 2.000e-03, eta: 16:48:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9043, loss_cls: 1.0308, loss: 1.0308, grad_norm: 3.9802 2021-06-18 00:35:59,443 - mmaction - INFO - Epoch [46][300/1879] lr: 2.000e-03, eta: 16:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9102, loss_cls: 0.9859, loss: 0.9859, grad_norm: 3.8804 2021-06-18 00:36:10,593 - mmaction - INFO - Epoch [46][320/1879] lr: 2.000e-03, eta: 16:48:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9109, loss_cls: 0.9548, loss: 0.9548, grad_norm: 3.7752 2021-06-18 00:36:21,725 - mmaction - INFO - Epoch [46][340/1879] lr: 2.000e-03, eta: 16:48:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9168, loss_cls: 0.9516, loss: 0.9516, grad_norm: 3.8302 2021-06-18 00:36:32,873 - mmaction - INFO - Epoch [46][360/1879] lr: 2.000e-03, eta: 16:48:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9059, loss_cls: 1.0218, loss: 1.0218, grad_norm: 3.8840 2021-06-18 00:36:44,021 - mmaction - INFO - Epoch [46][380/1879] lr: 2.000e-03, eta: 16:47:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9156, loss_cls: 0.9573, loss: 0.9573, grad_norm: 3.9154 2021-06-18 00:36:55,157 - mmaction - INFO - Epoch [46][400/1879] lr: 2.000e-03, eta: 16:47:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9090, loss_cls: 1.0206, loss: 1.0206, grad_norm: 3.9443 2021-06-18 00:37:06,303 - mmaction - INFO - Epoch [46][420/1879] lr: 2.000e-03, eta: 16:47:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9059, loss_cls: 0.9854, loss: 0.9854, grad_norm: 3.9202 2021-06-18 00:37:17,450 - mmaction - INFO - Epoch [46][440/1879] lr: 2.000e-03, eta: 16:47:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9027, loss_cls: 1.0272, loss: 1.0272, grad_norm: 3.8374 2021-06-18 00:37:28,611 - mmaction - INFO - Epoch [46][460/1879] lr: 2.000e-03, eta: 16:47:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0236, loss: 1.0236, grad_norm: 3.8521 2021-06-18 00:37:39,786 - mmaction - INFO - Epoch [46][480/1879] lr: 2.000e-03, eta: 16:46:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9066, loss_cls: 1.0363, loss: 1.0363, grad_norm: 3.9727 2021-06-18 00:37:50,920 - mmaction - INFO - Epoch [46][500/1879] lr: 2.000e-03, eta: 16:46:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9141, loss_cls: 0.9815, loss: 0.9815, grad_norm: 3.9287 2021-06-18 00:38:02,076 - mmaction - INFO - Epoch [46][520/1879] lr: 2.000e-03, eta: 16:46:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7324, top5_acc: 0.9098, loss_cls: 0.9955, loss: 0.9955, grad_norm: 3.8415 2021-06-18 00:38:13,204 - mmaction - INFO - Epoch [46][540/1879] lr: 2.000e-03, eta: 16:46:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0204, loss: 1.0204, grad_norm: 3.9251 2021-06-18 00:38:24,368 - mmaction - INFO - Epoch [46][560/1879] lr: 2.000e-03, eta: 16:45:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9113, loss_cls: 0.9319, loss: 0.9319, grad_norm: 3.8122 2021-06-18 00:38:35,515 - mmaction - INFO - Epoch [46][580/1879] lr: 2.000e-03, eta: 16:45:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9090, loss_cls: 0.9877, loss: 0.9877, grad_norm: 3.9802 2021-06-18 00:38:46,680 - mmaction - INFO - Epoch [46][600/1879] lr: 2.000e-03, eta: 16:45:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9203, loss_cls: 0.9510, loss: 0.9510, grad_norm: 3.8507 2021-06-18 00:38:57,805 - mmaction - INFO - Epoch [46][620/1879] lr: 2.000e-03, eta: 16:45:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0112, loss: 1.0112, grad_norm: 3.8640 2021-06-18 00:39:08,956 - mmaction - INFO - Epoch [46][640/1879] lr: 2.000e-03, eta: 16:45:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9109, loss_cls: 0.9754, loss: 0.9754, grad_norm: 3.8607 2021-06-18 00:39:20,108 - mmaction - INFO - Epoch [46][660/1879] lr: 2.000e-03, eta: 16:44:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9152, loss_cls: 0.9864, loss: 0.9864, grad_norm: 3.8753 2021-06-18 00:39:31,250 - mmaction - INFO - Epoch [46][680/1879] lr: 2.000e-03, eta: 16:44:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9027, loss_cls: 1.0067, loss: 1.0067, grad_norm: 3.8720 2021-06-18 00:39:42,368 - mmaction - INFO - Epoch [46][700/1879] lr: 2.000e-03, eta: 16:44:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9199, loss_cls: 0.9348, loss: 0.9348, grad_norm: 3.7921 2021-06-18 00:39:53,470 - mmaction - INFO - Epoch [46][720/1879] lr: 2.000e-03, eta: 16:44:18, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9098, loss_cls: 1.0106, loss: 1.0106, grad_norm: 3.9929 2021-06-18 00:40:04,594 - mmaction - INFO - Epoch [46][740/1879] lr: 2.000e-03, eta: 16:44:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9062, loss_cls: 1.0116, loss: 1.0116, grad_norm: 3.9087 2021-06-18 00:40:15,696 - mmaction - INFO - Epoch [46][760/1879] lr: 2.000e-03, eta: 16:43:53, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7301, top5_acc: 0.9012, loss_cls: 1.0511, loss: 1.0511, grad_norm: 4.0297 2021-06-18 00:40:26,842 - mmaction - INFO - Epoch [46][780/1879] lr: 2.000e-03, eta: 16:43:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9850, loss: 0.9850, grad_norm: 3.8917 2021-06-18 00:40:38,003 - mmaction - INFO - Epoch [46][800/1879] lr: 2.000e-03, eta: 16:43:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9094, loss_cls: 1.0136, loss: 1.0136, grad_norm: 3.9327 2021-06-18 00:40:49,158 - mmaction - INFO - Epoch [46][820/1879] lr: 2.000e-03, eta: 16:43:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9418, loss: 0.9418, grad_norm: 3.7616 2021-06-18 00:41:00,310 - mmaction - INFO - Epoch [46][840/1879] lr: 2.000e-03, eta: 16:43:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9241, loss: 0.9241, grad_norm: 3.7688 2021-06-18 00:41:11,462 - mmaction - INFO - Epoch [46][860/1879] lr: 2.000e-03, eta: 16:42:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 0.9994, loss: 0.9994, grad_norm: 3.8287 2021-06-18 00:41:22,616 - mmaction - INFO - Epoch [46][880/1879] lr: 2.000e-03, eta: 16:42:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9117, loss_cls: 1.0180, loss: 1.0180, grad_norm: 3.9454 2021-06-18 00:41:33,773 - mmaction - INFO - Epoch [46][900/1879] lr: 2.000e-03, eta: 16:42:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9121, loss_cls: 0.9789, loss: 0.9789, grad_norm: 3.8256 2021-06-18 00:41:44,933 - mmaction - INFO - Epoch [46][920/1879] lr: 2.000e-03, eta: 16:42:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9145, loss_cls: 0.9698, loss: 0.9698, grad_norm: 3.8821 2021-06-18 00:41:56,069 - mmaction - INFO - Epoch [46][940/1879] lr: 2.000e-03, eta: 16:42:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9051, loss_cls: 1.0148, loss: 1.0148, grad_norm: 3.9017 2021-06-18 00:42:07,230 - mmaction - INFO - Epoch [46][960/1879] lr: 2.000e-03, eta: 16:41:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 0.9997, loss: 0.9997, grad_norm: 3.9635 2021-06-18 00:42:18,367 - mmaction - INFO - Epoch [46][980/1879] lr: 2.000e-03, eta: 16:41:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9105, loss_cls: 0.9968, loss: 0.9968, grad_norm: 4.0075 2021-06-18 00:42:29,522 - mmaction - INFO - Epoch [46][1000/1879] lr: 2.000e-03, eta: 16:41:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9442, loss: 0.9442, grad_norm: 3.8542 2021-06-18 00:42:40,677 - mmaction - INFO - Epoch [46][1020/1879] lr: 2.000e-03, eta: 16:41:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9016, loss_cls: 1.0018, loss: 1.0018, grad_norm: 3.8466 2021-06-18 00:42:51,826 - mmaction - INFO - Epoch [46][1040/1879] lr: 2.000e-03, eta: 16:40:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9090, loss_cls: 0.9652, loss: 0.9652, grad_norm: 3.9119 2021-06-18 00:43:02,991 - mmaction - INFO - Epoch [46][1060/1879] lr: 2.000e-03, eta: 16:40:46, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0601, loss: 1.0601, grad_norm: 4.0060 2021-06-18 00:43:14,129 - mmaction - INFO - Epoch [46][1080/1879] lr: 2.000e-03, eta: 16:40:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9113, loss_cls: 0.9782, loss: 0.9782, grad_norm: 3.8910 2021-06-18 00:43:25,278 - mmaction - INFO - Epoch [46][1100/1879] lr: 2.000e-03, eta: 16:40:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9090, loss_cls: 0.9626, loss: 0.9626, grad_norm: 3.8861 2021-06-18 00:43:36,432 - mmaction - INFO - Epoch [46][1120/1879] lr: 2.000e-03, eta: 16:40:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9051, loss_cls: 1.0437, loss: 1.0437, grad_norm: 3.9726 2021-06-18 00:43:47,559 - mmaction - INFO - Epoch [46][1140/1879] lr: 2.000e-03, eta: 16:39:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9113, loss_cls: 0.9739, loss: 0.9739, grad_norm: 3.9002 2021-06-18 00:43:58,742 - mmaction - INFO - Epoch [46][1160/1879] lr: 2.000e-03, eta: 16:39:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9066, loss_cls: 1.0093, loss: 1.0093, grad_norm: 4.0067 2021-06-18 00:44:09,900 - mmaction - INFO - Epoch [46][1180/1879] lr: 2.000e-03, eta: 16:39:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9094, loss_cls: 1.0217, loss: 1.0217, grad_norm: 3.9783 2021-06-18 00:44:21,042 - mmaction - INFO - Epoch [46][1200/1879] lr: 2.000e-03, eta: 16:39:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9152, loss_cls: 0.9958, loss: 0.9958, grad_norm: 3.9085 2021-06-18 00:44:32,177 - mmaction - INFO - Epoch [46][1220/1879] lr: 2.000e-03, eta: 16:39:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9082, loss_cls: 0.9705, loss: 0.9705, grad_norm: 3.8249 2021-06-18 00:44:43,348 - mmaction - INFO - Epoch [46][1240/1879] lr: 2.000e-03, eta: 16:38:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0022, loss: 1.0022, grad_norm: 3.9163 2021-06-18 00:44:54,512 - mmaction - INFO - Epoch [46][1260/1879] lr: 2.000e-03, eta: 16:38:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9148, loss_cls: 0.9374, loss: 0.9374, grad_norm: 3.7522 2021-06-18 00:45:05,658 - mmaction - INFO - Epoch [46][1280/1879] lr: 2.000e-03, eta: 16:38:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9066, loss_cls: 1.0046, loss: 1.0046, grad_norm: 3.8940 2021-06-18 00:45:16,796 - mmaction - INFO - Epoch [46][1300/1879] lr: 2.000e-03, eta: 16:38:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9102, loss_cls: 0.9899, loss: 0.9899, grad_norm: 3.9104 2021-06-18 00:45:27,944 - mmaction - INFO - Epoch [46][1320/1879] lr: 2.000e-03, eta: 16:38:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9105, loss_cls: 0.9708, loss: 0.9708, grad_norm: 3.8275 2021-06-18 00:45:39,097 - mmaction - INFO - Epoch [46][1340/1879] lr: 2.000e-03, eta: 16:37:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9082, loss_cls: 0.9930, loss: 0.9930, grad_norm: 3.9986 2021-06-18 00:45:50,271 - mmaction - INFO - Epoch [46][1360/1879] lr: 2.000e-03, eta: 16:37:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9312, loss: 0.9312, grad_norm: 3.7858 2021-06-18 00:46:01,414 - mmaction - INFO - Epoch [46][1380/1879] lr: 2.000e-03, eta: 16:37:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7285, top5_acc: 0.9020, loss_cls: 1.0526, loss: 1.0526, grad_norm: 4.0335 2021-06-18 00:46:12,597 - mmaction - INFO - Epoch [46][1400/1879] lr: 2.000e-03, eta: 16:37:15, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9070, loss_cls: 0.9969, loss: 0.9969, grad_norm: 3.8077 2021-06-18 00:46:23,708 - mmaction - INFO - Epoch [46][1420/1879] lr: 2.000e-03, eta: 16:37:02, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9152, loss_cls: 0.9940, loss: 0.9940, grad_norm: 3.9533 2021-06-18 00:46:34,855 - mmaction - INFO - Epoch [46][1440/1879] lr: 2.000e-03, eta: 16:36:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9074, loss_cls: 0.9879, loss: 0.9879, grad_norm: 3.9271 2021-06-18 00:46:46,022 - mmaction - INFO - Epoch [46][1460/1879] lr: 2.000e-03, eta: 16:36:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8988, loss_cls: 1.0372, loss: 1.0372, grad_norm: 4.0141 2021-06-18 00:46:57,178 - mmaction - INFO - Epoch [46][1480/1879] lr: 2.000e-03, eta: 16:36:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7387, top5_acc: 0.9129, loss_cls: 1.0096, loss: 1.0096, grad_norm: 4.0489 2021-06-18 00:47:08,328 - mmaction - INFO - Epoch [46][1500/1879] lr: 2.000e-03, eta: 16:36:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9896, loss: 0.9896, grad_norm: 3.9224 2021-06-18 00:47:19,466 - mmaction - INFO - Epoch [46][1520/1879] lr: 2.000e-03, eta: 16:36:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9712, loss: 0.9712, grad_norm: 3.9184 2021-06-18 00:47:30,596 - mmaction - INFO - Epoch [46][1540/1879] lr: 2.000e-03, eta: 16:35:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9074, loss_cls: 0.9811, loss: 0.9811, grad_norm: 3.8884 2021-06-18 00:47:41,751 - mmaction - INFO - Epoch [46][1560/1879] lr: 2.000e-03, eta: 16:35:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9145, loss_cls: 0.9645, loss: 0.9645, grad_norm: 3.9389 2021-06-18 00:47:52,902 - mmaction - INFO - Epoch [46][1580/1879] lr: 2.000e-03, eta: 16:35:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9727, loss: 0.9727, grad_norm: 3.9153 2021-06-18 00:48:04,056 - mmaction - INFO - Epoch [46][1600/1879] lr: 2.000e-03, eta: 16:35:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9160, loss_cls: 0.9536, loss: 0.9536, grad_norm: 3.8329 2021-06-18 00:48:15,212 - mmaction - INFO - Epoch [46][1620/1879] lr: 2.000e-03, eta: 16:34:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9078, loss_cls: 0.9827, loss: 0.9827, grad_norm: 3.8593 2021-06-18 00:48:26,352 - mmaction - INFO - Epoch [46][1640/1879] lr: 2.000e-03, eta: 16:34:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9051, loss_cls: 1.0045, loss: 1.0045, grad_norm: 3.9269 2021-06-18 00:48:37,525 - mmaction - INFO - Epoch [46][1660/1879] lr: 2.000e-03, eta: 16:34:33, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7371, top5_acc: 0.9078, loss_cls: 1.0409, loss: 1.0409, grad_norm: 3.9722 2021-06-18 00:48:48,703 - mmaction - INFO - Epoch [46][1680/1879] lr: 2.000e-03, eta: 16:34:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9160, loss_cls: 0.9366, loss: 0.9366, grad_norm: 3.8250 2021-06-18 00:48:59,793 - mmaction - INFO - Epoch [46][1700/1879] lr: 2.000e-03, eta: 16:34:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9992, loss: 0.9992, grad_norm: 3.9246 2021-06-18 00:49:10,946 - mmaction - INFO - Epoch [46][1720/1879] lr: 2.000e-03, eta: 16:33:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9043, loss_cls: 1.0084, loss: 1.0084, grad_norm: 4.0235 2021-06-18 00:49:22,094 - mmaction - INFO - Epoch [46][1740/1879] lr: 2.000e-03, eta: 16:33:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7363, top5_acc: 0.9090, loss_cls: 0.9848, loss: 0.9848, grad_norm: 3.9175 2021-06-18 00:49:33,245 - mmaction - INFO - Epoch [46][1760/1879] lr: 2.000e-03, eta: 16:33:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9567, loss: 0.9567, grad_norm: 3.9479 2021-06-18 00:49:44,392 - mmaction - INFO - Epoch [46][1780/1879] lr: 2.000e-03, eta: 16:33:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9074, loss_cls: 0.9763, loss: 0.9763, grad_norm: 3.9106 2021-06-18 00:49:55,546 - mmaction - INFO - Epoch [46][1800/1879] lr: 2.000e-03, eta: 16:33:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9152, loss_cls: 0.9881, loss: 0.9881, grad_norm: 3.9854 2021-06-18 00:50:06,736 - mmaction - INFO - Epoch [46][1820/1879] lr: 2.000e-03, eta: 16:32:54, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9180, loss_cls: 0.9575, loss: 0.9575, grad_norm: 3.9662 2021-06-18 00:50:17,885 - mmaction - INFO - Epoch [46][1840/1879] lr: 2.000e-03, eta: 16:32:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0079, loss: 1.0079, grad_norm: 3.9522 2021-06-18 00:50:29,039 - mmaction - INFO - Epoch [46][1860/1879] lr: 2.000e-03, eta: 16:32:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9752, loss: 0.9752, grad_norm: 3.8358 2021-06-18 00:50:40,944 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-06-18 00:51:57,593 - mmaction - INFO - Epoch [47][20/1879] lr: 2.000e-03, eta: 16:33:09, time: 3.812, data_time: 3.229, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 0.9987, loss: 0.9987, grad_norm: 3.9787 2021-06-18 00:52:08,788 - mmaction - INFO - Epoch [47][40/1879] lr: 2.000e-03, eta: 16:32:56, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9176, loss_cls: 0.9700, loss: 0.9700, grad_norm: 3.9780 2021-06-18 00:52:19,889 - mmaction - INFO - Epoch [47][60/1879] lr: 2.000e-03, eta: 16:32:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9074, loss_cls: 1.0055, loss: 1.0055, grad_norm: 3.9981 2021-06-18 00:52:31,015 - mmaction - INFO - Epoch [47][80/1879] lr: 2.000e-03, eta: 16:32:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9125, loss_cls: 0.9765, loss: 0.9765, grad_norm: 3.9490 2021-06-18 00:52:42,141 - mmaction - INFO - Epoch [47][100/1879] lr: 2.000e-03, eta: 16:32:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9207, loss_cls: 0.9136, loss: 0.9136, grad_norm: 3.8238 2021-06-18 00:52:53,269 - mmaction - INFO - Epoch [47][120/1879] lr: 2.000e-03, eta: 16:32:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0009, loss: 1.0009, grad_norm: 4.0520 2021-06-18 00:53:04,413 - mmaction - INFO - Epoch [47][140/1879] lr: 2.000e-03, eta: 16:31:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9090, loss_cls: 1.0044, loss: 1.0044, grad_norm: 4.0467 2021-06-18 00:53:15,540 - mmaction - INFO - Epoch [47][160/1879] lr: 2.000e-03, eta: 16:31:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9771, loss: 0.9771, grad_norm: 3.9514 2021-06-18 00:53:26,680 - mmaction - INFO - Epoch [47][180/1879] lr: 2.000e-03, eta: 16:31:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9043, loss_cls: 1.0160, loss: 1.0160, grad_norm: 3.9579 2021-06-18 00:53:37,802 - mmaction - INFO - Epoch [47][200/1879] lr: 2.000e-03, eta: 16:31:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9176, loss_cls: 0.9576, loss: 0.9576, grad_norm: 3.8771 2021-06-18 00:53:48,924 - mmaction - INFO - Epoch [47][220/1879] lr: 2.000e-03, eta: 16:31:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8941, loss_cls: 1.0613, loss: 1.0613, grad_norm: 4.0373 2021-06-18 00:54:00,097 - mmaction - INFO - Epoch [47][240/1879] lr: 2.000e-03, eta: 16:30:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9137, loss_cls: 0.9882, loss: 0.9882, grad_norm: 3.9223 2021-06-18 00:54:11,223 - mmaction - INFO - Epoch [47][260/1879] lr: 2.000e-03, eta: 16:30:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9160, loss_cls: 0.9607, loss: 0.9607, grad_norm: 3.9357 2021-06-18 00:54:22,360 - mmaction - INFO - Epoch [47][280/1879] lr: 2.000e-03, eta: 16:30:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9133, loss_cls: 0.9464, loss: 0.9464, grad_norm: 3.8712 2021-06-18 00:54:33,502 - mmaction - INFO - Epoch [47][300/1879] lr: 2.000e-03, eta: 16:30:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9059, loss_cls: 0.9846, loss: 0.9846, grad_norm: 3.9525 2021-06-18 00:54:44,642 - mmaction - INFO - Epoch [47][320/1879] lr: 2.000e-03, eta: 16:30:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9325, loss: 0.9325, grad_norm: 3.9396 2021-06-18 00:54:55,800 - mmaction - INFO - Epoch [47][340/1879] lr: 2.000e-03, eta: 16:29:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9117, loss_cls: 0.9951, loss: 0.9951, grad_norm: 3.9615 2021-06-18 00:55:07,011 - mmaction - INFO - Epoch [47][360/1879] lr: 2.000e-03, eta: 16:29:37, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9121, loss_cls: 0.9733, loss: 0.9733, grad_norm: 3.8974 2021-06-18 00:55:18,147 - mmaction - INFO - Epoch [47][380/1879] lr: 2.000e-03, eta: 16:29:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9109, loss_cls: 1.0032, loss: 1.0032, grad_norm: 4.0324 2021-06-18 00:55:29,299 - mmaction - INFO - Epoch [47][400/1879] lr: 2.000e-03, eta: 16:29:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9156, loss_cls: 0.9268, loss: 0.9268, grad_norm: 3.8915 2021-06-18 00:55:40,425 - mmaction - INFO - Epoch [47][420/1879] lr: 2.000e-03, eta: 16:28:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9109, loss_cls: 0.9679, loss: 0.9679, grad_norm: 3.9379 2021-06-18 00:55:51,584 - mmaction - INFO - Epoch [47][440/1879] lr: 2.000e-03, eta: 16:28:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7316, top5_acc: 0.8945, loss_cls: 1.0675, loss: 1.0675, grad_norm: 4.0576 2021-06-18 00:56:02,741 - mmaction - INFO - Epoch [47][460/1879] lr: 2.000e-03, eta: 16:28:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.9210, loss: 0.9210, grad_norm: 3.8541 2021-06-18 00:56:13,878 - mmaction - INFO - Epoch [47][480/1879] lr: 2.000e-03, eta: 16:28:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9129, loss_cls: 0.9877, loss: 0.9877, grad_norm: 4.0681 2021-06-18 00:56:25,034 - mmaction - INFO - Epoch [47][500/1879] lr: 2.000e-03, eta: 16:28:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9230, loss_cls: 0.9358, loss: 0.9358, grad_norm: 3.8769 2021-06-18 00:56:36,183 - mmaction - INFO - Epoch [47][520/1879] lr: 2.000e-03, eta: 16:27:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7316, top5_acc: 0.9027, loss_cls: 1.0226, loss: 1.0226, grad_norm: 3.9549 2021-06-18 00:56:47,317 - mmaction - INFO - Epoch [47][540/1879] lr: 2.000e-03, eta: 16:27:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 0.9957, loss: 0.9957, grad_norm: 3.9619 2021-06-18 00:56:58,470 - mmaction - INFO - Epoch [47][560/1879] lr: 2.000e-03, eta: 16:27:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9090, loss_cls: 0.9903, loss: 0.9903, grad_norm: 3.9387 2021-06-18 00:57:09,610 - mmaction - INFO - Epoch [47][580/1879] lr: 2.000e-03, eta: 16:27:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9074, loss_cls: 0.9707, loss: 0.9707, grad_norm: 3.8751 2021-06-18 00:57:20,763 - mmaction - INFO - Epoch [47][600/1879] lr: 2.000e-03, eta: 16:27:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9266, loss_cls: 0.9181, loss: 0.9181, grad_norm: 3.8847 2021-06-18 00:57:31,896 - mmaction - INFO - Epoch [47][620/1879] lr: 2.000e-03, eta: 16:26:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9215, loss_cls: 0.9036, loss: 0.9036, grad_norm: 3.8560 2021-06-18 00:57:43,055 - mmaction - INFO - Epoch [47][640/1879] lr: 2.000e-03, eta: 16:26:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.8988, loss_cls: 1.0248, loss: 1.0248, grad_norm: 4.0238 2021-06-18 00:57:54,197 - mmaction - INFO - Epoch [47][660/1879] lr: 2.000e-03, eta: 16:26:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9246, loss_cls: 0.9137, loss: 0.9137, grad_norm: 3.7937 2021-06-18 00:58:05,331 - mmaction - INFO - Epoch [47][680/1879] lr: 2.000e-03, eta: 16:26:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9086, loss_cls: 0.9624, loss: 0.9624, grad_norm: 3.9160 2021-06-18 00:58:16,426 - mmaction - INFO - Epoch [47][700/1879] lr: 2.000e-03, eta: 16:26:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9027, loss_cls: 1.0192, loss: 1.0192, grad_norm: 3.9798 2021-06-18 00:58:27,578 - mmaction - INFO - Epoch [47][720/1879] lr: 2.000e-03, eta: 16:25:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9051, loss_cls: 1.0086, loss: 1.0086, grad_norm: 3.9684 2021-06-18 00:58:38,732 - mmaction - INFO - Epoch [47][740/1879] lr: 2.000e-03, eta: 16:25:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9736, loss: 0.9736, grad_norm: 3.9620 2021-06-18 00:58:49,879 - mmaction - INFO - Epoch [47][760/1879] lr: 2.000e-03, eta: 16:25:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9055, loss_cls: 1.0168, loss: 1.0168, grad_norm: 4.0722 2021-06-18 00:59:01,050 - mmaction - INFO - Epoch [47][780/1879] lr: 2.000e-03, eta: 16:25:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9160, loss_cls: 0.9827, loss: 0.9827, grad_norm: 3.9684 2021-06-18 00:59:12,195 - mmaction - INFO - Epoch [47][800/1879] lr: 2.000e-03, eta: 16:25:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9090, loss_cls: 0.9636, loss: 0.9636, grad_norm: 3.9329 2021-06-18 00:59:23,329 - mmaction - INFO - Epoch [47][820/1879] lr: 2.000e-03, eta: 16:24:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9039, loss_cls: 1.0078, loss: 1.0078, grad_norm: 3.9491 2021-06-18 00:59:34,471 - mmaction - INFO - Epoch [47][840/1879] lr: 2.000e-03, eta: 16:24:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0173, loss: 1.0173, grad_norm: 3.9704 2021-06-18 00:59:45,616 - mmaction - INFO - Epoch [47][860/1879] lr: 2.000e-03, eta: 16:24:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9129, loss_cls: 0.9988, loss: 0.9988, grad_norm: 3.9673 2021-06-18 00:59:56,766 - mmaction - INFO - Epoch [47][880/1879] lr: 2.000e-03, eta: 16:24:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9361, loss: 0.9361, grad_norm: 3.8911 2021-06-18 01:00:07,898 - mmaction - INFO - Epoch [47][900/1879] lr: 2.000e-03, eta: 16:24:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9059, loss_cls: 1.0131, loss: 1.0131, grad_norm: 3.9908 2021-06-18 01:00:19,043 - mmaction - INFO - Epoch [47][920/1879] lr: 2.000e-03, eta: 16:23:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9137, loss_cls: 0.9339, loss: 0.9339, grad_norm: 3.9233 2021-06-18 01:00:30,206 - mmaction - INFO - Epoch [47][940/1879] lr: 2.000e-03, eta: 16:23:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9105, loss_cls: 0.9888, loss: 0.9888, grad_norm: 3.9607 2021-06-18 01:00:41,374 - mmaction - INFO - Epoch [47][960/1879] lr: 2.000e-03, eta: 16:23:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9148, loss_cls: 0.9614, loss: 0.9614, grad_norm: 3.9893 2021-06-18 01:00:52,537 - mmaction - INFO - Epoch [47][980/1879] lr: 2.000e-03, eta: 16:23:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9051, loss_cls: 1.0302, loss: 1.0302, grad_norm: 4.0490 2021-06-18 01:01:03,639 - mmaction - INFO - Epoch [47][1000/1879] lr: 2.000e-03, eta: 16:22:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7238, top5_acc: 0.9047, loss_cls: 1.0388, loss: 1.0388, grad_norm: 4.0652 2021-06-18 01:01:14,802 - mmaction - INFO - Epoch [47][1020/1879] lr: 2.000e-03, eta: 16:22:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7309, top5_acc: 0.9082, loss_cls: 1.0319, loss: 1.0319, grad_norm: 4.1121 2021-06-18 01:01:25,963 - mmaction - INFO - Epoch [47][1040/1879] lr: 2.000e-03, eta: 16:22:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.8988, loss_cls: 0.9971, loss: 0.9971, grad_norm: 3.9213 2021-06-18 01:01:37,123 - mmaction - INFO - Epoch [47][1060/1879] lr: 2.000e-03, eta: 16:22:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9129, loss_cls: 0.9685, loss: 0.9685, grad_norm: 3.9997 2021-06-18 01:01:48,280 - mmaction - INFO - Epoch [47][1080/1879] lr: 2.000e-03, eta: 16:22:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9211, loss_cls: 0.9233, loss: 0.9233, grad_norm: 3.9259 2021-06-18 01:01:59,445 - mmaction - INFO - Epoch [47][1100/1879] lr: 2.000e-03, eta: 16:21:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9113, loss_cls: 0.9866, loss: 0.9866, grad_norm: 4.0670 2021-06-18 01:02:10,608 - mmaction - INFO - Epoch [47][1120/1879] lr: 2.000e-03, eta: 16:21:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9105, loss_cls: 0.9866, loss: 0.9866, grad_norm: 3.9353 2021-06-18 01:02:21,757 - mmaction - INFO - Epoch [47][1140/1879] lr: 2.000e-03, eta: 16:21:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9109, loss_cls: 0.9862, loss: 0.9862, grad_norm: 4.0007 2021-06-18 01:02:32,910 - mmaction - INFO - Epoch [47][1160/1879] lr: 2.000e-03, eta: 16:21:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9059, loss_cls: 0.9775, loss: 0.9775, grad_norm: 3.8797 2021-06-18 01:02:44,064 - mmaction - INFO - Epoch [47][1180/1879] lr: 2.000e-03, eta: 16:21:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9059, loss_cls: 1.0051, loss: 1.0051, grad_norm: 3.9499 2021-06-18 01:02:55,205 - mmaction - INFO - Epoch [47][1200/1879] lr: 2.000e-03, eta: 16:20:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9121, loss_cls: 0.9717, loss: 0.9717, grad_norm: 3.9805 2021-06-18 01:03:06,370 - mmaction - INFO - Epoch [47][1220/1879] lr: 2.000e-03, eta: 16:20:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9094, loss_cls: 0.9929, loss: 0.9929, grad_norm: 4.0298 2021-06-18 01:03:17,495 - mmaction - INFO - Epoch [47][1240/1879] lr: 2.000e-03, eta: 16:20:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9105, loss_cls: 0.9640, loss: 0.9640, grad_norm: 3.9073 2021-06-18 01:03:28,658 - mmaction - INFO - Epoch [47][1260/1879] lr: 2.000e-03, eta: 16:20:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9082, loss_cls: 0.9720, loss: 0.9720, grad_norm: 3.9378 2021-06-18 01:03:39,797 - mmaction - INFO - Epoch [47][1280/1879] lr: 2.000e-03, eta: 16:20:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7277, top5_acc: 0.9113, loss_cls: 1.0413, loss: 1.0413, grad_norm: 4.0017 2021-06-18 01:03:50,942 - mmaction - INFO - Epoch [47][1300/1879] lr: 2.000e-03, eta: 16:19:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9176, loss_cls: 0.9601, loss: 0.9601, grad_norm: 3.8984 2021-06-18 01:04:02,102 - mmaction - INFO - Epoch [47][1320/1879] lr: 2.000e-03, eta: 16:19:40, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9141, loss_cls: 0.9599, loss: 0.9599, grad_norm: 3.8859 2021-06-18 01:04:13,203 - mmaction - INFO - Epoch [47][1340/1879] lr: 2.000e-03, eta: 16:19:28, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9125, loss_cls: 0.9907, loss: 0.9907, grad_norm: 3.9685 2021-06-18 01:04:24,347 - mmaction - INFO - Epoch [47][1360/1879] lr: 2.000e-03, eta: 16:19:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9070, loss_cls: 0.9779, loss: 0.9779, grad_norm: 3.9153 2021-06-18 01:04:35,489 - mmaction - INFO - Epoch [47][1380/1879] lr: 2.000e-03, eta: 16:19:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9837, loss: 0.9837, grad_norm: 3.9876 2021-06-18 01:04:46,651 - mmaction - INFO - Epoch [47][1400/1879] lr: 2.000e-03, eta: 16:18:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9390, loss: 0.9390, grad_norm: 3.9077 2021-06-18 01:04:57,793 - mmaction - INFO - Epoch [47][1420/1879] lr: 2.000e-03, eta: 16:18:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9117, loss_cls: 0.9979, loss: 0.9979, grad_norm: 3.9764 2021-06-18 01:05:08,947 - mmaction - INFO - Epoch [47][1440/1879] lr: 2.000e-03, eta: 16:18:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9082, loss_cls: 1.0288, loss: 1.0288, grad_norm: 4.0612 2021-06-18 01:05:20,060 - mmaction - INFO - Epoch [47][1460/1879] lr: 2.000e-03, eta: 16:18:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9145, loss_cls: 1.0060, loss: 1.0060, grad_norm: 4.0874 2021-06-18 01:05:31,226 - mmaction - INFO - Epoch [47][1480/1879] lr: 2.000e-03, eta: 16:18:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9762, loss: 0.9762, grad_norm: 3.9774 2021-06-18 01:05:42,366 - mmaction - INFO - Epoch [47][1500/1879] lr: 2.000e-03, eta: 16:17:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 0.9920, loss: 0.9920, grad_norm: 3.9754 2021-06-18 01:05:53,496 - mmaction - INFO - Epoch [47][1520/1879] lr: 2.000e-03, eta: 16:17:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9121, loss_cls: 0.9257, loss: 0.9257, grad_norm: 3.8042 2021-06-18 01:06:04,654 - mmaction - INFO - Epoch [47][1540/1879] lr: 2.000e-03, eta: 16:17:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9172, loss_cls: 0.9314, loss: 0.9314, grad_norm: 3.9166 2021-06-18 01:06:15,820 - mmaction - INFO - Epoch [47][1560/1879] lr: 2.000e-03, eta: 16:17:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9090, loss_cls: 1.0212, loss: 1.0212, grad_norm: 4.0850 2021-06-18 01:06:26,989 - mmaction - INFO - Epoch [47][1580/1879] lr: 2.000e-03, eta: 16:16:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9082, loss_cls: 0.9692, loss: 0.9692, grad_norm: 4.0119 2021-06-18 01:06:38,123 - mmaction - INFO - Epoch [47][1600/1879] lr: 2.000e-03, eta: 16:16:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7348, top5_acc: 0.9082, loss_cls: 1.0024, loss: 1.0024, grad_norm: 4.0355 2021-06-18 01:06:49,257 - mmaction - INFO - Epoch [47][1620/1879] lr: 2.000e-03, eta: 16:16:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7457, top5_acc: 0.9117, loss_cls: 0.9854, loss: 0.9854, grad_norm: 3.9779 2021-06-18 01:07:00,422 - mmaction - INFO - Epoch [47][1640/1879] lr: 2.000e-03, eta: 16:16:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0231, loss: 1.0231, grad_norm: 3.9483 2021-06-18 01:07:11,589 - mmaction - INFO - Epoch [47][1660/1879] lr: 2.000e-03, eta: 16:16:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9152, loss_cls: 0.9812, loss: 0.9812, grad_norm: 3.9648 2021-06-18 01:07:22,746 - mmaction - INFO - Epoch [47][1680/1879] lr: 2.000e-03, eta: 16:15:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9105, loss_cls: 1.0094, loss: 1.0094, grad_norm: 4.0096 2021-06-18 01:07:33,865 - mmaction - INFO - Epoch [47][1700/1879] lr: 2.000e-03, eta: 16:15:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9160, loss_cls: 0.9654, loss: 0.9654, grad_norm: 3.9407 2021-06-18 01:07:45,008 - mmaction - INFO - Epoch [47][1720/1879] lr: 2.000e-03, eta: 16:15:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9148, loss_cls: 0.9769, loss: 0.9769, grad_norm: 3.9562 2021-06-18 01:07:56,152 - mmaction - INFO - Epoch [47][1740/1879] lr: 2.000e-03, eta: 16:15:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9105, loss_cls: 0.9935, loss: 0.9935, grad_norm: 4.0099 2021-06-18 01:08:07,310 - mmaction - INFO - Epoch [47][1760/1879] lr: 2.000e-03, eta: 16:15:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9105, loss_cls: 0.9744, loss: 0.9744, grad_norm: 3.8996 2021-06-18 01:08:18,446 - mmaction - INFO - Epoch [47][1780/1879] lr: 2.000e-03, eta: 16:14:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9008, loss_cls: 0.9975, loss: 0.9975, grad_norm: 3.9571 2021-06-18 01:08:29,600 - mmaction - INFO - Epoch [47][1800/1879] lr: 2.000e-03, eta: 16:14:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9113, loss_cls: 0.9836, loss: 0.9836, grad_norm: 3.8530 2021-06-18 01:08:40,769 - mmaction - INFO - Epoch [47][1820/1879] lr: 2.000e-03, eta: 16:14:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9148, loss_cls: 0.9225, loss: 0.9225, grad_norm: 3.8375 2021-06-18 01:08:51,921 - mmaction - INFO - Epoch [47][1840/1879] lr: 2.000e-03, eta: 16:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9105, loss_cls: 0.9458, loss: 0.9458, grad_norm: 3.9335 2021-06-18 01:09:03,077 - mmaction - INFO - Epoch [47][1860/1879] lr: 2.000e-03, eta: 16:14:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9121, loss_cls: 0.9776, loss: 0.9776, grad_norm: 3.9555 2021-06-18 01:09:15,128 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-06-18 01:10:31,591 - mmaction - INFO - Epoch [48][20/1879] lr: 2.000e-03, eta: 16:14:42, time: 3.780, data_time: 3.176, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9796, loss: 0.9796, grad_norm: 3.9969 2021-06-18 01:10:42,912 - mmaction - INFO - Epoch [48][40/1879] lr: 2.000e-03, eta: 16:14:30, time: 0.565, data_time: 0.003, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9121, loss_cls: 0.9914, loss: 0.9914, grad_norm: 4.0062 2021-06-18 01:10:54,125 - mmaction - INFO - Epoch [48][60/1879] lr: 2.000e-03, eta: 16:14:17, time: 0.562, data_time: 0.003, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9152, loss_cls: 0.9545, loss: 0.9545, grad_norm: 3.9084 2021-06-18 01:11:05,248 - mmaction - INFO - Epoch [48][80/1879] lr: 2.000e-03, eta: 16:14:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9016, loss_cls: 1.0132, loss: 1.0132, grad_norm: 4.0241 2021-06-18 01:11:16,361 - mmaction - INFO - Epoch [48][100/1879] lr: 2.000e-03, eta: 16:13:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9160, loss_cls: 0.9562, loss: 0.9562, grad_norm: 3.9071 2021-06-18 01:11:27,494 - mmaction - INFO - Epoch [48][120/1879] lr: 2.000e-03, eta: 16:13:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9223, loss_cls: 0.9194, loss: 0.9194, grad_norm: 3.8519 2021-06-18 01:11:38,627 - mmaction - INFO - Epoch [48][140/1879] lr: 2.000e-03, eta: 16:13:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9055, loss_cls: 0.9817, loss: 0.9817, grad_norm: 3.9437 2021-06-18 01:11:49,769 - mmaction - INFO - Epoch [48][160/1879] lr: 2.000e-03, eta: 16:13:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9445, loss: 0.9445, grad_norm: 3.9107 2021-06-18 01:12:00,898 - mmaction - INFO - Epoch [48][180/1879] lr: 2.000e-03, eta: 16:13:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9254, loss_cls: 0.9033, loss: 0.9033, grad_norm: 3.9007 2021-06-18 01:12:12,031 - mmaction - INFO - Epoch [48][200/1879] lr: 2.000e-03, eta: 16:12:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9066, loss_cls: 0.9813, loss: 0.9813, grad_norm: 3.9458 2021-06-18 01:12:23,148 - mmaction - INFO - Epoch [48][220/1879] lr: 2.000e-03, eta: 16:12:38, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9090, loss_cls: 0.9776, loss: 0.9776, grad_norm: 4.0817 2021-06-18 01:12:34,288 - mmaction - INFO - Epoch [48][240/1879] lr: 2.000e-03, eta: 16:12:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9098, loss_cls: 0.9405, loss: 0.9405, grad_norm: 3.8660 2021-06-18 01:12:45,433 - mmaction - INFO - Epoch [48][260/1879] lr: 2.000e-03, eta: 16:12:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9164, loss_cls: 0.9770, loss: 0.9770, grad_norm: 4.0305 2021-06-18 01:12:56,580 - mmaction - INFO - Epoch [48][280/1879] lr: 2.000e-03, eta: 16:12:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9215, loss_cls: 0.9298, loss: 0.9298, grad_norm: 3.9764 2021-06-18 01:13:07,724 - mmaction - INFO - Epoch [48][300/1879] lr: 2.000e-03, eta: 16:11:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9168, loss_cls: 0.9561, loss: 0.9561, grad_norm: 3.9776 2021-06-18 01:13:18,862 - mmaction - INFO - Epoch [48][320/1879] lr: 2.000e-03, eta: 16:11:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.9133, loss: 0.9133, grad_norm: 3.7362 2021-06-18 01:13:29,989 - mmaction - INFO - Epoch [48][340/1879] lr: 2.000e-03, eta: 16:11:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9051, loss_cls: 0.9890, loss: 0.9890, grad_norm: 4.0377 2021-06-18 01:13:41,143 - mmaction - INFO - Epoch [48][360/1879] lr: 2.000e-03, eta: 16:11:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9250, loss_cls: 0.9361, loss: 0.9361, grad_norm: 4.0327 2021-06-18 01:13:52,280 - mmaction - INFO - Epoch [48][380/1879] lr: 2.000e-03, eta: 16:10:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9098, loss_cls: 0.9759, loss: 0.9759, grad_norm: 3.9991 2021-06-18 01:14:03,442 - mmaction - INFO - Epoch [48][400/1879] lr: 2.000e-03, eta: 16:10:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9180, loss_cls: 0.9135, loss: 0.9135, grad_norm: 3.9039 2021-06-18 01:14:14,575 - mmaction - INFO - Epoch [48][420/1879] lr: 2.000e-03, eta: 16:10:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0177, loss: 1.0177, grad_norm: 4.0907 2021-06-18 01:14:25,707 - mmaction - INFO - Epoch [48][440/1879] lr: 2.000e-03, eta: 16:10:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9059, loss_cls: 0.9782, loss: 0.9782, grad_norm: 4.0165 2021-06-18 01:14:36,884 - mmaction - INFO - Epoch [48][460/1879] lr: 2.000e-03, eta: 16:10:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9109, loss_cls: 0.9362, loss: 0.9362, grad_norm: 3.9111 2021-06-18 01:14:48,009 - mmaction - INFO - Epoch [48][480/1879] lr: 2.000e-03, eta: 16:09:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9211, loss_cls: 0.9463, loss: 0.9463, grad_norm: 4.0344 2021-06-18 01:14:59,156 - mmaction - INFO - Epoch [48][500/1879] lr: 2.000e-03, eta: 16:09:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9172, loss_cls: 0.9574, loss: 0.9574, grad_norm: 4.0663 2021-06-18 01:15:10,355 - mmaction - INFO - Epoch [48][520/1879] lr: 2.000e-03, eta: 16:09:31, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7316, top5_acc: 0.9066, loss_cls: 1.0020, loss: 1.0020, grad_norm: 4.0838 2021-06-18 01:15:21,485 - mmaction - INFO - Epoch [48][540/1879] lr: 2.000e-03, eta: 16:09:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9172, loss_cls: 0.9504, loss: 0.9504, grad_norm: 3.9515 2021-06-18 01:15:32,630 - mmaction - INFO - Epoch [48][560/1879] lr: 2.000e-03, eta: 16:09:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9180, loss_cls: 0.9748, loss: 0.9748, grad_norm: 4.0156 2021-06-18 01:15:43,725 - mmaction - INFO - Epoch [48][580/1879] lr: 2.000e-03, eta: 16:08:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9180, loss_cls: 0.9496, loss: 0.9496, grad_norm: 3.9738 2021-06-18 01:15:54,899 - mmaction - INFO - Epoch [48][600/1879] lr: 2.000e-03, eta: 16:08:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9059, loss_cls: 0.9560, loss: 0.9560, grad_norm: 3.9378 2021-06-18 01:16:06,061 - mmaction - INFO - Epoch [48][620/1879] lr: 2.000e-03, eta: 16:08:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9309, loss: 0.9309, grad_norm: 3.8897 2021-06-18 01:16:17,199 - mmaction - INFO - Epoch [48][640/1879] lr: 2.000e-03, eta: 16:08:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9289, loss_cls: 0.9200, loss: 0.9200, grad_norm: 3.9045 2021-06-18 01:16:28,342 - mmaction - INFO - Epoch [48][660/1879] lr: 2.000e-03, eta: 16:08:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9840, loss: 0.9840, grad_norm: 4.0862 2021-06-18 01:16:39,493 - mmaction - INFO - Epoch [48][680/1879] lr: 2.000e-03, eta: 16:07:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9082, loss_cls: 1.0123, loss: 1.0123, grad_norm: 4.0700 2021-06-18 01:16:50,631 - mmaction - INFO - Epoch [48][700/1879] lr: 2.000e-03, eta: 16:07:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9133, loss_cls: 0.9818, loss: 0.9818, grad_norm: 4.0451 2021-06-18 01:17:01,811 - mmaction - INFO - Epoch [48][720/1879] lr: 2.000e-03, eta: 16:07:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7418, top5_acc: 0.9160, loss_cls: 1.0000, loss: 1.0000, grad_norm: 4.0623 2021-06-18 01:17:12,906 - mmaction - INFO - Epoch [48][740/1879] lr: 2.000e-03, eta: 16:07:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0207, loss: 1.0207, grad_norm: 4.1869 2021-06-18 01:17:24,079 - mmaction - INFO - Epoch [48][760/1879] lr: 2.000e-03, eta: 16:07:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 0.9854, loss: 0.9854, grad_norm: 3.9003 2021-06-18 01:17:35,217 - mmaction - INFO - Epoch [48][780/1879] lr: 2.000e-03, eta: 16:06:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9160, loss_cls: 0.9445, loss: 0.9445, grad_norm: 4.0277 2021-06-18 01:17:46,387 - mmaction - INFO - Epoch [48][800/1879] lr: 2.000e-03, eta: 16:06:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9227, loss_cls: 0.9293, loss: 0.9293, grad_norm: 3.8622 2021-06-18 01:17:57,526 - mmaction - INFO - Epoch [48][820/1879] lr: 2.000e-03, eta: 16:06:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7441, top5_acc: 0.8996, loss_cls: 1.0299, loss: 1.0299, grad_norm: 3.9997 2021-06-18 01:18:08,673 - mmaction - INFO - Epoch [48][840/1879] lr: 2.000e-03, eta: 16:06:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9785, loss: 0.9785, grad_norm: 3.9986 2021-06-18 01:18:19,796 - mmaction - INFO - Epoch [48][860/1879] lr: 2.000e-03, eta: 16:06:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9234, loss_cls: 0.9190, loss: 0.9190, grad_norm: 4.0199 2021-06-18 01:18:30,943 - mmaction - INFO - Epoch [48][880/1879] lr: 2.000e-03, eta: 16:05:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9679, loss: 0.9679, grad_norm: 4.0570 2021-06-18 01:18:42,091 - mmaction - INFO - Epoch [48][900/1879] lr: 2.000e-03, eta: 16:05:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9777, loss: 0.9777, grad_norm: 4.0025 2021-06-18 01:18:53,249 - mmaction - INFO - Epoch [48][920/1879] lr: 2.000e-03, eta: 16:05:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9066, loss_cls: 0.9947, loss: 0.9947, grad_norm: 4.0255 2021-06-18 01:19:04,417 - mmaction - INFO - Epoch [48][940/1879] lr: 2.000e-03, eta: 16:05:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9184, loss_cls: 0.9240, loss: 0.9240, grad_norm: 3.8972 2021-06-18 01:19:15,581 - mmaction - INFO - Epoch [48][960/1879] lr: 2.000e-03, eta: 16:04:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9059, loss_cls: 1.0128, loss: 1.0128, grad_norm: 4.0255 2021-06-18 01:19:26,728 - mmaction - INFO - Epoch [48][980/1879] lr: 2.000e-03, eta: 16:04:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9129, loss_cls: 0.9779, loss: 0.9779, grad_norm: 4.0172 2021-06-18 01:19:37,861 - mmaction - INFO - Epoch [48][1000/1879] lr: 2.000e-03, eta: 16:04:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7332, top5_acc: 0.9094, loss_cls: 0.9856, loss: 0.9856, grad_norm: 4.0493 2021-06-18 01:19:49,007 - mmaction - INFO - Epoch [48][1020/1879] lr: 2.000e-03, eta: 16:04:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9074, loss_cls: 0.9598, loss: 0.9598, grad_norm: 3.9296 2021-06-18 01:20:00,158 - mmaction - INFO - Epoch [48][1040/1879] lr: 2.000e-03, eta: 16:04:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9191, loss_cls: 0.9837, loss: 0.9837, grad_norm: 4.0571 2021-06-18 01:20:11,333 - mmaction - INFO - Epoch [48][1060/1879] lr: 2.000e-03, eta: 16:03:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9145, loss_cls: 0.9773, loss: 0.9773, grad_norm: 3.9617 2021-06-18 01:20:22,476 - mmaction - INFO - Epoch [48][1080/1879] lr: 2.000e-03, eta: 16:03:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9145, loss_cls: 0.9754, loss: 0.9754, grad_norm: 4.0702 2021-06-18 01:20:33,622 - mmaction - INFO - Epoch [48][1100/1879] lr: 2.000e-03, eta: 16:03:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9125, loss_cls: 0.9720, loss: 0.9720, grad_norm: 4.0317 2021-06-18 01:20:44,783 - mmaction - INFO - Epoch [48][1120/1879] lr: 2.000e-03, eta: 16:03:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9102, loss_cls: 1.0121, loss: 1.0121, grad_norm: 4.0517 2021-06-18 01:20:55,953 - mmaction - INFO - Epoch [48][1140/1879] lr: 2.000e-03, eta: 16:03:07, time: 0.560, data_time: 0.003, memory: 7080, top1_acc: 0.7418, top5_acc: 0.9109, loss_cls: 1.0379, loss: 1.0379, grad_norm: 4.1963 2021-06-18 01:21:07,098 - mmaction - INFO - Epoch [48][1160/1879] lr: 2.000e-03, eta: 16:02:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9098, loss_cls: 0.9960, loss: 0.9960, grad_norm: 4.0568 2021-06-18 01:21:18,243 - mmaction - INFO - Epoch [48][1180/1879] lr: 2.000e-03, eta: 16:02:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7418, top5_acc: 0.9035, loss_cls: 1.0129, loss: 1.0129, grad_norm: 4.0931 2021-06-18 01:21:29,389 - mmaction - INFO - Epoch [48][1200/1879] lr: 2.000e-03, eta: 16:02:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9579, loss: 0.9579, grad_norm: 4.0020 2021-06-18 01:21:40,510 - mmaction - INFO - Epoch [48][1220/1879] lr: 2.000e-03, eta: 16:02:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9717, loss: 0.9717, grad_norm: 4.0050 2021-06-18 01:21:51,656 - mmaction - INFO - Epoch [48][1240/1879] lr: 2.000e-03, eta: 16:02:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9168, loss_cls: 0.9412, loss: 0.9412, grad_norm: 3.9086 2021-06-18 01:22:02,802 - mmaction - INFO - Epoch [48][1260/1879] lr: 2.000e-03, eta: 16:01:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9160, loss_cls: 0.9624, loss: 0.9624, grad_norm: 4.0441 2021-06-18 01:22:13,961 - mmaction - INFO - Epoch [48][1280/1879] lr: 2.000e-03, eta: 16:01:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9656, loss: 0.9656, grad_norm: 3.9873 2021-06-18 01:22:25,101 - mmaction - INFO - Epoch [48][1300/1879] lr: 2.000e-03, eta: 16:01:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9039, loss_cls: 1.0093, loss: 1.0093, grad_norm: 4.0489 2021-06-18 01:22:36,251 - mmaction - INFO - Epoch [48][1320/1879] lr: 2.000e-03, eta: 16:01:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9160, loss_cls: 0.9651, loss: 0.9651, grad_norm: 3.9863 2021-06-18 01:22:47,416 - mmaction - INFO - Epoch [48][1340/1879] lr: 2.000e-03, eta: 16:01:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9693, loss: 0.9693, grad_norm: 4.0303 2021-06-18 01:22:58,558 - mmaction - INFO - Epoch [48][1360/1879] lr: 2.000e-03, eta: 16:00:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9105, loss_cls: 0.9418, loss: 0.9418, grad_norm: 3.8410 2021-06-18 01:23:09,694 - mmaction - INFO - Epoch [48][1380/1879] lr: 2.000e-03, eta: 16:00:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9191, loss_cls: 0.9292, loss: 0.9292, grad_norm: 3.8922 2021-06-18 01:23:20,836 - mmaction - INFO - Epoch [48][1400/1879] lr: 2.000e-03, eta: 16:00:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9558, loss: 0.9558, grad_norm: 3.9315 2021-06-18 01:23:31,997 - mmaction - INFO - Epoch [48][1420/1879] lr: 2.000e-03, eta: 16:00:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9059, loss_cls: 1.0263, loss: 1.0263, grad_norm: 4.0992 2021-06-18 01:23:43,150 - mmaction - INFO - Epoch [48][1440/1879] lr: 2.000e-03, eta: 16:00:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9121, loss_cls: 0.9904, loss: 0.9904, grad_norm: 4.1398 2021-06-18 01:23:54,324 - mmaction - INFO - Epoch [48][1460/1879] lr: 2.000e-03, eta: 15:59:49, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9105, loss_cls: 0.9724, loss: 0.9724, grad_norm: 3.9529 2021-06-18 01:24:05,469 - mmaction - INFO - Epoch [48][1480/1879] lr: 2.000e-03, eta: 15:59:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9113, loss_cls: 0.9886, loss: 0.9886, grad_norm: 4.0672 2021-06-18 01:24:16,625 - mmaction - INFO - Epoch [48][1500/1879] lr: 2.000e-03, eta: 15:59:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9145, loss_cls: 0.9268, loss: 0.9268, grad_norm: 3.9334 2021-06-18 01:24:27,767 - mmaction - INFO - Epoch [48][1520/1879] lr: 2.000e-03, eta: 15:59:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 0.9895, loss: 0.9895, grad_norm: 4.0052 2021-06-18 01:24:38,924 - mmaction - INFO - Epoch [48][1540/1879] lr: 2.000e-03, eta: 15:58:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9129, loss_cls: 0.9286, loss: 0.9286, grad_norm: 3.9572 2021-06-18 01:24:50,085 - mmaction - INFO - Epoch [48][1560/1879] lr: 2.000e-03, eta: 15:58:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9356, loss: 0.9356, grad_norm: 3.9759 2021-06-18 01:25:01,231 - mmaction - INFO - Epoch [48][1580/1879] lr: 2.000e-03, eta: 15:58:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9129, loss_cls: 0.9882, loss: 0.9882, grad_norm: 4.1223 2021-06-18 01:25:12,434 - mmaction - INFO - Epoch [48][1600/1879] lr: 2.000e-03, eta: 15:58:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9861, loss: 0.9861, grad_norm: 4.1786 2021-06-18 01:25:23,558 - mmaction - INFO - Epoch [48][1620/1879] lr: 2.000e-03, eta: 15:58:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9113, loss_cls: 0.9719, loss: 0.9719, grad_norm: 4.0002 2021-06-18 01:25:34,718 - mmaction - INFO - Epoch [48][1640/1879] lr: 2.000e-03, eta: 15:57:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 4.0513 2021-06-18 01:25:45,873 - mmaction - INFO - Epoch [48][1660/1879] lr: 2.000e-03, eta: 15:57:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9105, loss_cls: 0.9792, loss: 0.9792, grad_norm: 4.0052 2021-06-18 01:25:57,018 - mmaction - INFO - Epoch [48][1680/1879] lr: 2.000e-03, eta: 15:57:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9121, loss_cls: 0.9566, loss: 0.9566, grad_norm: 3.9842 2021-06-18 01:26:08,172 - mmaction - INFO - Epoch [48][1700/1879] lr: 2.000e-03, eta: 15:57:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0019, loss: 1.0019, grad_norm: 4.0812 2021-06-18 01:26:19,310 - mmaction - INFO - Epoch [48][1720/1879] lr: 2.000e-03, eta: 15:57:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9055, loss_cls: 0.9969, loss: 0.9969, grad_norm: 4.0420 2021-06-18 01:26:30,463 - mmaction - INFO - Epoch [48][1740/1879] lr: 2.000e-03, eta: 15:56:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9133, loss_cls: 0.9591, loss: 0.9591, grad_norm: 3.9987 2021-06-18 01:26:41,583 - mmaction - INFO - Epoch [48][1760/1879] lr: 2.000e-03, eta: 15:56:43, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9051, loss_cls: 1.0029, loss: 1.0029, grad_norm: 4.0292 2021-06-18 01:26:52,724 - mmaction - INFO - Epoch [48][1780/1879] lr: 2.000e-03, eta: 15:56:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9176, loss_cls: 0.9376, loss: 0.9376, grad_norm: 4.0105 2021-06-18 01:27:03,893 - mmaction - INFO - Epoch [48][1800/1879] lr: 2.000e-03, eta: 15:56:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9160, loss_cls: 0.9583, loss: 0.9583, grad_norm: 3.9609 2021-06-18 01:27:15,035 - mmaction - INFO - Epoch [48][1820/1879] lr: 2.000e-03, eta: 15:56:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9090, loss_cls: 0.9852, loss: 0.9852, grad_norm: 4.0790 2021-06-18 01:27:26,182 - mmaction - INFO - Epoch [48][1840/1879] lr: 2.000e-03, eta: 15:55:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7293, top5_acc: 0.9023, loss_cls: 1.0194, loss: 1.0194, grad_norm: 4.0736 2021-06-18 01:27:37,330 - mmaction - INFO - Epoch [48][1860/1879] lr: 2.000e-03, eta: 15:55:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9669, loss: 0.9669, grad_norm: 4.0013 2021-06-18 01:27:49,255 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-06-18 01:29:05,208 - mmaction - INFO - Epoch [49][20/1879] lr: 2.000e-03, eta: 15:56:15, time: 3.758, data_time: 3.198, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9187, loss_cls: 0.9336, loss: 0.9336, grad_norm: 4.0110 2021-06-18 01:29:16,347 - mmaction - INFO - Epoch [49][40/1879] lr: 2.000e-03, eta: 15:56:03, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9105, loss_cls: 0.9774, loss: 0.9774, grad_norm: 3.9649 2021-06-18 01:29:27,454 - mmaction - INFO - Epoch [49][60/1879] lr: 2.000e-03, eta: 15:55:50, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9066, loss_cls: 0.9854, loss: 0.9854, grad_norm: 4.0342 2021-06-18 01:29:38,571 - mmaction - INFO - Epoch [49][80/1879] lr: 2.000e-03, eta: 15:55:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9133, loss_cls: 0.9344, loss: 0.9344, grad_norm: 3.9285 2021-06-18 01:29:49,693 - mmaction - INFO - Epoch [49][100/1879] lr: 2.000e-03, eta: 15:55:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9168, loss_cls: 0.9286, loss: 0.9286, grad_norm: 3.9071 2021-06-18 01:30:00,821 - mmaction - INFO - Epoch [49][120/1879] lr: 2.000e-03, eta: 15:55:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.8901, loss: 0.8901, grad_norm: 3.9018 2021-06-18 01:30:12,701 - mmaction - INFO - Epoch [49][140/1879] lr: 2.000e-03, eta: 15:55:01, time: 0.592, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9203, loss_cls: 0.9332, loss: 0.9332, grad_norm: 3.8871 2021-06-18 01:30:23,853 - mmaction - INFO - Epoch [49][160/1879] lr: 2.000e-03, eta: 15:54:49, time: 0.561, data_time: 0.004, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9164, loss_cls: 0.9661, loss: 0.9661, grad_norm: 3.9945 2021-06-18 01:30:34,990 - mmaction - INFO - Epoch [49][180/1879] lr: 2.000e-03, eta: 15:54:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9152, loss_cls: 0.9277, loss: 0.9277, grad_norm: 3.9425 2021-06-18 01:30:46,114 - mmaction - INFO - Epoch [49][200/1879] lr: 2.000e-03, eta: 15:54:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9577, loss: 0.9577, grad_norm: 3.9376 2021-06-18 01:30:57,248 - mmaction - INFO - Epoch [49][220/1879] lr: 2.000e-03, eta: 15:54:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9121, loss_cls: 0.9828, loss: 0.9828, grad_norm: 4.0436 2021-06-18 01:31:08,378 - mmaction - INFO - Epoch [49][240/1879] lr: 2.000e-03, eta: 15:53:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9051, loss_cls: 0.9986, loss: 0.9986, grad_norm: 3.9971 2021-06-18 01:31:19,520 - mmaction - INFO - Epoch [49][260/1879] lr: 2.000e-03, eta: 15:53:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9129, loss_cls: 0.9818, loss: 0.9818, grad_norm: 4.0598 2021-06-18 01:31:30,678 - mmaction - INFO - Epoch [49][280/1879] lr: 2.000e-03, eta: 15:53:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9160, loss_cls: 0.9465, loss: 0.9465, grad_norm: 4.0271 2021-06-18 01:31:41,789 - mmaction - INFO - Epoch [49][300/1879] lr: 2.000e-03, eta: 15:53:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9180, loss_cls: 0.9113, loss: 0.9113, grad_norm: 3.9132 2021-06-18 01:31:52,945 - mmaction - INFO - Epoch [49][320/1879] lr: 2.000e-03, eta: 15:53:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9445, loss: 0.9445, grad_norm: 3.9611 2021-06-18 01:32:04,077 - mmaction - INFO - Epoch [49][340/1879] lr: 2.000e-03, eta: 15:52:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9176, loss_cls: 0.9508, loss: 0.9508, grad_norm: 4.0314 2021-06-18 01:32:15,219 - mmaction - INFO - Epoch [49][360/1879] lr: 2.000e-03, eta: 15:52:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9958, loss: 0.9958, grad_norm: 4.0631 2021-06-18 01:32:26,374 - mmaction - INFO - Epoch [49][380/1879] lr: 2.000e-03, eta: 15:52:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9090, loss_cls: 0.9631, loss: 0.9631, grad_norm: 3.9482 2021-06-18 01:32:37,514 - mmaction - INFO - Epoch [49][400/1879] lr: 2.000e-03, eta: 15:52:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9145, loss_cls: 0.9557, loss: 0.9557, grad_norm: 3.9693 2021-06-18 01:32:48,648 - mmaction - INFO - Epoch [49][420/1879] lr: 2.000e-03, eta: 15:52:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9184, loss_cls: 0.9738, loss: 0.9738, grad_norm: 4.0578 2021-06-18 01:32:59,808 - mmaction - INFO - Epoch [49][440/1879] lr: 2.000e-03, eta: 15:51:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9055, loss_cls: 0.9703, loss: 0.9703, grad_norm: 3.9921 2021-06-18 01:33:10,925 - mmaction - INFO - Epoch [49][460/1879] lr: 2.000e-03, eta: 15:51:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9168, loss_cls: 0.9640, loss: 0.9640, grad_norm: 3.9998 2021-06-18 01:33:22,077 - mmaction - INFO - Epoch [49][480/1879] lr: 2.000e-03, eta: 15:51:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9145, loss_cls: 0.9099, loss: 0.9099, grad_norm: 3.8996 2021-06-18 01:33:33,237 - mmaction - INFO - Epoch [49][500/1879] lr: 2.000e-03, eta: 15:51:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9109, loss_cls: 0.9645, loss: 0.9645, grad_norm: 4.0099 2021-06-18 01:33:44,348 - mmaction - INFO - Epoch [49][520/1879] lr: 2.000e-03, eta: 15:51:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8973, loss_cls: 1.0354, loss: 1.0354, grad_norm: 4.1659 2021-06-18 01:33:55,498 - mmaction - INFO - Epoch [49][540/1879] lr: 2.000e-03, eta: 15:50:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9207, loss_cls: 0.9266, loss: 0.9266, grad_norm: 3.9782 2021-06-18 01:34:06,620 - mmaction - INFO - Epoch [49][560/1879] lr: 2.000e-03, eta: 15:50:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9137, loss_cls: 0.9532, loss: 0.9532, grad_norm: 3.9672 2021-06-18 01:34:17,769 - mmaction - INFO - Epoch [49][580/1879] lr: 2.000e-03, eta: 15:50:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9172, loss_cls: 0.9486, loss: 0.9486, grad_norm: 3.9968 2021-06-18 01:34:28,910 - mmaction - INFO - Epoch [49][600/1879] lr: 2.000e-03, eta: 15:50:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9078, loss_cls: 0.9650, loss: 0.9650, grad_norm: 4.0086 2021-06-18 01:34:40,047 - mmaction - INFO - Epoch [49][620/1879] lr: 2.000e-03, eta: 15:50:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9109, loss_cls: 0.9654, loss: 0.9654, grad_norm: 3.8973 2021-06-18 01:34:51,260 - mmaction - INFO - Epoch [49][640/1879] lr: 2.000e-03, eta: 15:49:52, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9506, loss: 0.9506, grad_norm: 3.9935 2021-06-18 01:35:02,420 - mmaction - INFO - Epoch [49][660/1879] lr: 2.000e-03, eta: 15:49:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9415, loss: 0.9415, grad_norm: 3.9897 2021-06-18 01:35:13,595 - mmaction - INFO - Epoch [49][680/1879] lr: 2.000e-03, eta: 15:49:27, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9725, loss: 0.9725, grad_norm: 4.0191 2021-06-18 01:35:24,750 - mmaction - INFO - Epoch [49][700/1879] lr: 2.000e-03, eta: 15:49:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9559, loss: 0.9559, grad_norm: 3.9897 2021-06-18 01:35:35,902 - mmaction - INFO - Epoch [49][720/1879] lr: 2.000e-03, eta: 15:49:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9376, loss: 0.9376, grad_norm: 3.9219 2021-06-18 01:35:47,074 - mmaction - INFO - Epoch [49][740/1879] lr: 2.000e-03, eta: 15:48:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9059, loss_cls: 1.0045, loss: 1.0045, grad_norm: 4.0835 2021-06-18 01:35:58,229 - mmaction - INFO - Epoch [49][760/1879] lr: 2.000e-03, eta: 15:48:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9176, loss_cls: 0.9463, loss: 0.9463, grad_norm: 3.9587 2021-06-18 01:36:09,404 - mmaction - INFO - Epoch [49][780/1879] lr: 2.000e-03, eta: 15:48:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9148, loss_cls: 0.9009, loss: 0.9009, grad_norm: 3.9490 2021-06-18 01:36:20,522 - mmaction - INFO - Epoch [49][800/1879] lr: 2.000e-03, eta: 15:48:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9172, loss_cls: 0.9313, loss: 0.9313, grad_norm: 3.9908 2021-06-18 01:36:31,686 - mmaction - INFO - Epoch [49][820/1879] lr: 2.000e-03, eta: 15:48:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9945, loss: 0.9945, grad_norm: 4.0862 2021-06-18 01:36:42,837 - mmaction - INFO - Epoch [49][840/1879] lr: 2.000e-03, eta: 15:47:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9156, loss_cls: 0.9418, loss: 0.9418, grad_norm: 4.0166 2021-06-18 01:36:53,994 - mmaction - INFO - Epoch [49][860/1879] lr: 2.000e-03, eta: 15:47:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9151, loss: 0.9151, grad_norm: 4.0500 2021-06-18 01:37:05,143 - mmaction - INFO - Epoch [49][880/1879] lr: 2.000e-03, eta: 15:47:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9145, loss_cls: 0.9363, loss: 0.9363, grad_norm: 3.8958 2021-06-18 01:37:16,311 - mmaction - INFO - Epoch [49][900/1879] lr: 2.000e-03, eta: 15:47:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9191, loss_cls: 0.9089, loss: 0.9089, grad_norm: 3.8824 2021-06-18 01:37:27,465 - mmaction - INFO - Epoch [49][920/1879] lr: 2.000e-03, eta: 15:46:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9523, loss: 0.9523, grad_norm: 3.9675 2021-06-18 01:37:38,627 - mmaction - INFO - Epoch [49][940/1879] lr: 2.000e-03, eta: 15:46:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9211, loss_cls: 0.9430, loss: 0.9430, grad_norm: 4.0048 2021-06-18 01:37:49,759 - mmaction - INFO - Epoch [49][960/1879] lr: 2.000e-03, eta: 15:46:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9141, loss_cls: 0.9838, loss: 0.9838, grad_norm: 4.0994 2021-06-18 01:38:00,906 - mmaction - INFO - Epoch [49][980/1879] lr: 2.000e-03, eta: 15:46:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 0.9990, loss: 0.9990, grad_norm: 4.1228 2021-06-18 01:38:12,069 - mmaction - INFO - Epoch [49][1000/1879] lr: 2.000e-03, eta: 15:46:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0127, loss: 1.0127, grad_norm: 4.1264 2021-06-18 01:38:23,237 - mmaction - INFO - Epoch [49][1020/1879] lr: 2.000e-03, eta: 15:45:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9679, loss: 0.9679, grad_norm: 4.0418 2021-06-18 01:38:34,395 - mmaction - INFO - Epoch [49][1040/1879] lr: 2.000e-03, eta: 15:45:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9706, loss: 0.9706, grad_norm: 4.0082 2021-06-18 01:38:45,559 - mmaction - INFO - Epoch [49][1060/1879] lr: 2.000e-03, eta: 15:45:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9180, loss_cls: 0.9201, loss: 0.9201, grad_norm: 3.9565 2021-06-18 01:38:56,715 - mmaction - INFO - Epoch [49][1080/1879] lr: 2.000e-03, eta: 15:45:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9256, loss: 0.9256, grad_norm: 3.9386 2021-06-18 01:39:07,883 - mmaction - INFO - Epoch [49][1100/1879] lr: 2.000e-03, eta: 15:45:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9125, loss_cls: 0.9641, loss: 0.9641, grad_norm: 4.0415 2021-06-18 01:39:19,027 - mmaction - INFO - Epoch [49][1120/1879] lr: 2.000e-03, eta: 15:44:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7668, top5_acc: 0.8988, loss_cls: 0.9657, loss: 0.9657, grad_norm: 3.8571 2021-06-18 01:39:30,187 - mmaction - INFO - Epoch [49][1140/1879] lr: 2.000e-03, eta: 15:44:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9168, loss_cls: 0.9327, loss: 0.9327, grad_norm: 4.0004 2021-06-18 01:39:41,329 - mmaction - INFO - Epoch [49][1160/1879] lr: 2.000e-03, eta: 15:44:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9930, loss: 0.9930, grad_norm: 4.0888 2021-06-18 01:39:52,475 - mmaction - INFO - Epoch [49][1180/1879] lr: 2.000e-03, eta: 15:44:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9086, loss_cls: 0.9787, loss: 0.9787, grad_norm: 3.9493 2021-06-18 01:40:03,644 - mmaction - INFO - Epoch [49][1200/1879] lr: 2.000e-03, eta: 15:44:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7395, top5_acc: 0.9141, loss_cls: 0.9799, loss: 0.9799, grad_norm: 4.1094 2021-06-18 01:40:14,816 - mmaction - INFO - Epoch [49][1220/1879] lr: 2.000e-03, eta: 15:43:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9180, loss_cls: 0.9440, loss: 0.9440, grad_norm: 4.0661 2021-06-18 01:40:25,978 - mmaction - INFO - Epoch [49][1240/1879] lr: 2.000e-03, eta: 15:43:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9121, loss_cls: 0.9912, loss: 0.9912, grad_norm: 4.0912 2021-06-18 01:40:37,137 - mmaction - INFO - Epoch [49][1260/1879] lr: 2.000e-03, eta: 15:43:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9176, loss_cls: 0.9341, loss: 0.9341, grad_norm: 3.9645 2021-06-18 01:40:48,276 - mmaction - INFO - Epoch [49][1280/1879] lr: 2.000e-03, eta: 15:43:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9160, loss_cls: 0.9458, loss: 0.9458, grad_norm: 3.9978 2021-06-18 01:40:59,423 - mmaction - INFO - Epoch [49][1300/1879] lr: 2.000e-03, eta: 15:43:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9211, loss_cls: 0.9642, loss: 0.9642, grad_norm: 4.0714 2021-06-18 01:41:10,560 - mmaction - INFO - Epoch [49][1320/1879] lr: 2.000e-03, eta: 15:42:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9145, loss_cls: 0.9598, loss: 0.9598, grad_norm: 4.1220 2021-06-18 01:41:21,688 - mmaction - INFO - Epoch [49][1340/1879] lr: 2.000e-03, eta: 15:42:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9184, loss_cls: 0.9441, loss: 0.9441, grad_norm: 4.0981 2021-06-18 01:41:32,822 - mmaction - INFO - Epoch [49][1360/1879] lr: 2.000e-03, eta: 15:42:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9649, loss: 0.9649, grad_norm: 4.0757 2021-06-18 01:41:43,985 - mmaction - INFO - Epoch [49][1380/1879] lr: 2.000e-03, eta: 15:42:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9051, loss_cls: 1.0157, loss: 1.0157, grad_norm: 4.0505 2021-06-18 01:41:55,134 - mmaction - INFO - Epoch [49][1400/1879] lr: 2.000e-03, eta: 15:42:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9137, loss_cls: 0.9440, loss: 0.9440, grad_norm: 3.9769 2021-06-18 01:42:06,286 - mmaction - INFO - Epoch [49][1420/1879] lr: 2.000e-03, eta: 15:41:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9082, loss_cls: 0.9866, loss: 0.9866, grad_norm: 4.1224 2021-06-18 01:42:17,437 - mmaction - INFO - Epoch [49][1440/1879] lr: 2.000e-03, eta: 15:41:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 0.9993, loss: 0.9993, grad_norm: 4.2002 2021-06-18 01:42:28,581 - mmaction - INFO - Epoch [49][1460/1879] lr: 2.000e-03, eta: 15:41:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9242, loss_cls: 0.9007, loss: 0.9007, grad_norm: 4.0361 2021-06-18 01:42:39,743 - mmaction - INFO - Epoch [49][1480/1879] lr: 2.000e-03, eta: 15:41:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9113, loss_cls: 0.9764, loss: 0.9764, grad_norm: 4.1140 2021-06-18 01:42:50,893 - mmaction - INFO - Epoch [49][1500/1879] lr: 2.000e-03, eta: 15:41:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9066, loss_cls: 0.9605, loss: 0.9605, grad_norm: 4.0619 2021-06-18 01:43:02,034 - mmaction - INFO - Epoch [49][1520/1879] lr: 2.000e-03, eta: 15:40:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9043, loss_cls: 1.0100, loss: 1.0100, grad_norm: 4.0839 2021-06-18 01:43:13,196 - mmaction - INFO - Epoch [49][1540/1879] lr: 2.000e-03, eta: 15:40:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9854, loss: 0.9854, grad_norm: 4.0971 2021-06-18 01:43:24,343 - mmaction - INFO - Epoch [49][1560/1879] lr: 2.000e-03, eta: 15:40:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9109, loss_cls: 0.9482, loss: 0.9482, grad_norm: 4.0106 2021-06-18 01:43:35,526 - mmaction - INFO - Epoch [49][1580/1879] lr: 2.000e-03, eta: 15:40:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9133, loss_cls: 0.9883, loss: 0.9883, grad_norm: 4.1408 2021-06-18 01:43:46,667 - mmaction - INFO - Epoch [49][1600/1879] lr: 2.000e-03, eta: 15:39:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9227, loss_cls: 0.9612, loss: 0.9612, grad_norm: 4.1410 2021-06-18 01:43:57,811 - mmaction - INFO - Epoch [49][1620/1879] lr: 2.000e-03, eta: 15:39:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9477, loss: 0.9477, grad_norm: 4.0066 2021-06-18 01:44:08,953 - mmaction - INFO - Epoch [49][1640/1879] lr: 2.000e-03, eta: 15:39:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9109, loss_cls: 0.9641, loss: 0.9641, grad_norm: 4.0427 2021-06-18 01:44:20,100 - mmaction - INFO - Epoch [49][1660/1879] lr: 2.000e-03, eta: 15:39:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9176, loss_cls: 0.9482, loss: 0.9482, grad_norm: 4.1114 2021-06-18 01:44:31,263 - mmaction - INFO - Epoch [49][1680/1879] lr: 2.000e-03, eta: 15:39:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9137, loss_cls: 0.9277, loss: 0.9277, grad_norm: 3.9470 2021-06-18 01:44:42,449 - mmaction - INFO - Epoch [49][1700/1879] lr: 2.000e-03, eta: 15:38:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9191, loss_cls: 0.9089, loss: 0.9089, grad_norm: 3.9820 2021-06-18 01:44:53,620 - mmaction - INFO - Epoch [49][1720/1879] lr: 2.000e-03, eta: 15:38:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9160, loss_cls: 0.9694, loss: 0.9694, grad_norm: 4.0991 2021-06-18 01:45:04,768 - mmaction - INFO - Epoch [49][1740/1879] lr: 2.000e-03, eta: 15:38:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9511, loss: 0.9511, grad_norm: 4.0225 2021-06-18 01:45:15,905 - mmaction - INFO - Epoch [49][1760/1879] lr: 2.000e-03, eta: 15:38:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9160, loss_cls: 0.9565, loss: 0.9565, grad_norm: 4.1426 2021-06-18 01:45:27,042 - mmaction - INFO - Epoch [49][1780/1879] lr: 2.000e-03, eta: 15:38:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9148, loss_cls: 0.9742, loss: 0.9742, grad_norm: 4.1042 2021-06-18 01:45:38,203 - mmaction - INFO - Epoch [49][1800/1879] lr: 2.000e-03, eta: 15:37:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7379, top5_acc: 0.9082, loss_cls: 1.0315, loss: 1.0315, grad_norm: 4.2450 2021-06-18 01:45:49,364 - mmaction - INFO - Epoch [49][1820/1879] lr: 2.000e-03, eta: 15:37:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9090, loss_cls: 0.9902, loss: 0.9902, grad_norm: 4.0738 2021-06-18 01:46:00,501 - mmaction - INFO - Epoch [49][1840/1879] lr: 2.000e-03, eta: 15:37:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0166, loss: 1.0166, grad_norm: 4.2020 2021-06-18 01:46:11,639 - mmaction - INFO - Epoch [49][1860/1879] lr: 2.000e-03, eta: 15:37:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9160, loss_cls: 0.9337, loss: 0.9337, grad_norm: 3.9689 2021-06-18 01:46:23,647 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-06-18 01:47:40,360 - mmaction - INFO - Epoch [50][20/1879] lr: 2.000e-03, eta: 15:37:50, time: 3.787, data_time: 3.188, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9530, loss: 0.9530, grad_norm: 4.0693 2021-06-18 01:47:51,502 - mmaction - INFO - Epoch [50][40/1879] lr: 2.000e-03, eta: 15:37:38, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9160, loss: 0.9160, grad_norm: 4.0345 2021-06-18 01:48:02,658 - mmaction - INFO - Epoch [50][60/1879] lr: 2.000e-03, eta: 15:37:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9129, loss_cls: 0.9602, loss: 0.9602, grad_norm: 4.0926 2021-06-18 01:48:13,745 - mmaction - INFO - Epoch [50][80/1879] lr: 2.000e-03, eta: 15:37:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9191, loss_cls: 0.9354, loss: 0.9354, grad_norm: 3.9756 2021-06-18 01:48:24,877 - mmaction - INFO - Epoch [50][100/1879] lr: 2.000e-03, eta: 15:37:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9160, loss_cls: 0.9410, loss: 0.9410, grad_norm: 3.9434 2021-06-18 01:48:36,028 - mmaction - INFO - Epoch [50][120/1879] lr: 2.000e-03, eta: 15:36:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9215, loss_cls: 0.9262, loss: 0.9262, grad_norm: 4.0612 2021-06-18 01:48:47,172 - mmaction - INFO - Epoch [50][140/1879] lr: 2.000e-03, eta: 15:36:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9742, loss: 0.9742, grad_norm: 4.0196 2021-06-18 01:48:58,319 - mmaction - INFO - Epoch [50][160/1879] lr: 2.000e-03, eta: 15:36:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9258, loss_cls: 0.9285, loss: 0.9285, grad_norm: 4.0691 2021-06-18 01:49:09,482 - mmaction - INFO - Epoch [50][180/1879] lr: 2.000e-03, eta: 15:36:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9145, loss_cls: 0.9515, loss: 0.9515, grad_norm: 4.1644 2021-06-18 01:49:20,597 - mmaction - INFO - Epoch [50][200/1879] lr: 2.000e-03, eta: 15:35:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9168, loss_cls: 0.9446, loss: 0.9446, grad_norm: 4.0608 2021-06-18 01:49:31,734 - mmaction - INFO - Epoch [50][220/1879] lr: 2.000e-03, eta: 15:35:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9113, loss_cls: 0.9452, loss: 0.9452, grad_norm: 4.0714 2021-06-18 01:49:42,861 - mmaction - INFO - Epoch [50][240/1879] lr: 2.000e-03, eta: 15:35:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9090, loss_cls: 0.9869, loss: 0.9869, grad_norm: 4.1582 2021-06-18 01:49:53,993 - mmaction - INFO - Epoch [50][260/1879] lr: 2.000e-03, eta: 15:35:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9148, loss_cls: 0.9541, loss: 0.9541, grad_norm: 4.0162 2021-06-18 01:50:05,214 - mmaction - INFO - Epoch [50][280/1879] lr: 2.000e-03, eta: 15:35:09, time: 0.562, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9395, loss: 0.9395, grad_norm: 4.0303 2021-06-18 01:50:16,338 - mmaction - INFO - Epoch [50][300/1879] lr: 2.000e-03, eta: 15:34:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9563, loss: 0.9563, grad_norm: 4.0019 2021-06-18 01:50:27,476 - mmaction - INFO - Epoch [50][320/1879] lr: 2.000e-03, eta: 15:34:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9105, loss_cls: 0.9986, loss: 0.9986, grad_norm: 4.0810 2021-06-18 01:50:38,642 - mmaction - INFO - Epoch [50][340/1879] lr: 2.000e-03, eta: 15:34:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9172, loss_cls: 0.9623, loss: 0.9623, grad_norm: 4.1285 2021-06-18 01:50:49,802 - mmaction - INFO - Epoch [50][360/1879] lr: 2.000e-03, eta: 15:34:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9160, loss_cls: 0.9601, loss: 0.9601, grad_norm: 4.1086 2021-06-18 01:51:00,924 - mmaction - INFO - Epoch [50][380/1879] lr: 2.000e-03, eta: 15:34:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9734, loss: 0.9734, grad_norm: 4.0665 2021-06-18 01:51:12,068 - mmaction - INFO - Epoch [50][400/1879] lr: 2.000e-03, eta: 15:33:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9179, loss: 0.9179, grad_norm: 4.0305 2021-06-18 01:51:23,205 - mmaction - INFO - Epoch [50][420/1879] lr: 2.000e-03, eta: 15:33:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9055, loss_cls: 1.0234, loss: 1.0234, grad_norm: 4.2094 2021-06-18 01:51:34,348 - mmaction - INFO - Epoch [50][440/1879] lr: 2.000e-03, eta: 15:33:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9082, loss_cls: 0.9853, loss: 0.9853, grad_norm: 4.1194 2021-06-18 01:51:45,489 - mmaction - INFO - Epoch [50][460/1879] lr: 2.000e-03, eta: 15:33:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9105, loss_cls: 0.9416, loss: 0.9416, grad_norm: 4.0647 2021-06-18 01:51:56,630 - mmaction - INFO - Epoch [50][480/1879] lr: 2.000e-03, eta: 15:33:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9495, loss: 0.9495, grad_norm: 4.0804 2021-06-18 01:52:07,770 - mmaction - INFO - Epoch [50][500/1879] lr: 2.000e-03, eta: 15:32:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9160, loss_cls: 0.9412, loss: 0.9412, grad_norm: 3.9814 2021-06-18 01:52:18,920 - mmaction - INFO - Epoch [50][520/1879] lr: 2.000e-03, eta: 15:32:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9137, loss_cls: 1.0113, loss: 1.0113, grad_norm: 4.2023 2021-06-18 01:52:30,063 - mmaction - INFO - Epoch [50][540/1879] lr: 2.000e-03, eta: 15:32:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9086, loss_cls: 0.9328, loss: 0.9328, grad_norm: 3.9800 2021-06-18 01:52:41,213 - mmaction - INFO - Epoch [50][560/1879] lr: 2.000e-03, eta: 15:32:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9199, loss_cls: 0.9345, loss: 0.9345, grad_norm: 4.0630 2021-06-18 01:52:52,386 - mmaction - INFO - Epoch [50][580/1879] lr: 2.000e-03, eta: 15:32:04, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9180, loss_cls: 0.9608, loss: 0.9608, grad_norm: 4.1214 2021-06-18 01:53:03,477 - mmaction - INFO - Epoch [50][600/1879] lr: 2.000e-03, eta: 15:31:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9852, loss: 0.9852, grad_norm: 4.1068 2021-06-18 01:53:14,603 - mmaction - INFO - Epoch [50][620/1879] lr: 2.000e-03, eta: 15:31:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9105, loss_cls: 0.9618, loss: 0.9618, grad_norm: 4.0096 2021-06-18 01:53:25,727 - mmaction - INFO - Epoch [50][640/1879] lr: 2.000e-03, eta: 15:31:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9215, loss_cls: 0.9089, loss: 0.9089, grad_norm: 3.9387 2021-06-18 01:53:36,862 - mmaction - INFO - Epoch [50][660/1879] lr: 2.000e-03, eta: 15:31:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9121, loss_cls: 0.9646, loss: 0.9646, grad_norm: 4.0344 2021-06-18 01:53:47,996 - mmaction - INFO - Epoch [50][680/1879] lr: 2.000e-03, eta: 15:31:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9148, loss_cls: 0.9695, loss: 0.9695, grad_norm: 4.0986 2021-06-18 01:53:59,152 - mmaction - INFO - Epoch [50][700/1879] lr: 2.000e-03, eta: 15:30:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9141, loss_cls: 0.9381, loss: 0.9381, grad_norm: 4.0738 2021-06-18 01:54:10,291 - mmaction - INFO - Epoch [50][720/1879] lr: 2.000e-03, eta: 15:30:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9211, loss_cls: 0.9007, loss: 0.9007, grad_norm: 3.9573 2021-06-18 01:54:21,428 - mmaction - INFO - Epoch [50][740/1879] lr: 2.000e-03, eta: 15:30:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9207, loss_cls: 0.9421, loss: 0.9421, grad_norm: 3.9624 2021-06-18 01:54:32,580 - mmaction - INFO - Epoch [50][760/1879] lr: 2.000e-03, eta: 15:30:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9650, loss: 0.9650, grad_norm: 4.0995 2021-06-18 01:54:43,713 - mmaction - INFO - Epoch [50][780/1879] lr: 2.000e-03, eta: 15:30:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9168, loss_cls: 0.9580, loss: 0.9580, grad_norm: 4.0261 2021-06-18 01:54:54,877 - mmaction - INFO - Epoch [50][800/1879] lr: 2.000e-03, eta: 15:29:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9430, loss: 0.9430, grad_norm: 3.9743 2021-06-18 01:55:06,022 - mmaction - INFO - Epoch [50][820/1879] lr: 2.000e-03, eta: 15:29:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9176, loss_cls: 0.9109, loss: 0.9109, grad_norm: 3.9673 2021-06-18 01:55:17,178 - mmaction - INFO - Epoch [50][840/1879] lr: 2.000e-03, eta: 15:29:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9129, loss_cls: 0.9689, loss: 0.9689, grad_norm: 4.1059 2021-06-18 01:55:28,337 - mmaction - INFO - Epoch [50][860/1879] lr: 2.000e-03, eta: 15:29:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9082, loss_cls: 0.9756, loss: 0.9756, grad_norm: 4.0760 2021-06-18 01:55:39,493 - mmaction - INFO - Epoch [50][880/1879] lr: 2.000e-03, eta: 15:28:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9180, loss_cls: 0.9517, loss: 0.9517, grad_norm: 4.0374 2021-06-18 01:55:50,642 - mmaction - INFO - Epoch [50][900/1879] lr: 2.000e-03, eta: 15:28:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9203, loss_cls: 0.9263, loss: 0.9263, grad_norm: 4.0719 2021-06-18 01:56:01,791 - mmaction - INFO - Epoch [50][920/1879] lr: 2.000e-03, eta: 15:28:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9184, loss_cls: 0.9152, loss: 0.9152, grad_norm: 3.9671 2021-06-18 01:56:12,915 - mmaction - INFO - Epoch [50][940/1879] lr: 2.000e-03, eta: 15:28:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9006, loss: 0.9006, grad_norm: 3.9873 2021-06-18 01:56:24,060 - mmaction - INFO - Epoch [50][960/1879] lr: 2.000e-03, eta: 15:28:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9198, loss: 0.9198, grad_norm: 3.9494 2021-06-18 01:56:35,223 - mmaction - INFO - Epoch [50][980/1879] lr: 2.000e-03, eta: 15:27:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9148, loss_cls: 0.9409, loss: 0.9409, grad_norm: 4.0504 2021-06-18 01:56:46,356 - mmaction - INFO - Epoch [50][1000/1879] lr: 2.000e-03, eta: 15:27:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9051, loss_cls: 0.9965, loss: 0.9965, grad_norm: 4.1667 2021-06-18 01:56:57,507 - mmaction - INFO - Epoch [50][1020/1879] lr: 2.000e-03, eta: 15:27:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9145, loss_cls: 0.9392, loss: 0.9392, grad_norm: 4.0213 2021-06-18 01:57:08,644 - mmaction - INFO - Epoch [50][1040/1879] lr: 2.000e-03, eta: 15:27:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9160, loss_cls: 0.9915, loss: 0.9915, grad_norm: 4.0632 2021-06-18 01:57:19,817 - mmaction - INFO - Epoch [50][1060/1879] lr: 2.000e-03, eta: 15:27:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9121, loss_cls: 0.9518, loss: 0.9518, grad_norm: 3.9734 2021-06-18 01:57:30,963 - mmaction - INFO - Epoch [50][1080/1879] lr: 2.000e-03, eta: 15:26:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9137, loss_cls: 0.9290, loss: 0.9290, grad_norm: 4.0032 2021-06-18 01:57:42,118 - mmaction - INFO - Epoch [50][1100/1879] lr: 2.000e-03, eta: 15:26:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9086, loss_cls: 1.0062, loss: 1.0062, grad_norm: 4.1775 2021-06-18 01:57:53,233 - mmaction - INFO - Epoch [50][1120/1879] lr: 2.000e-03, eta: 15:26:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9187, loss_cls: 0.9162, loss: 0.9162, grad_norm: 4.0044 2021-06-18 01:58:04,369 - mmaction - INFO - Epoch [50][1140/1879] lr: 2.000e-03, eta: 15:26:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9090, loss_cls: 0.9602, loss: 0.9602, grad_norm: 4.0693 2021-06-18 01:58:15,497 - mmaction - INFO - Epoch [50][1160/1879] lr: 2.000e-03, eta: 15:26:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0220, loss: 1.0220, grad_norm: 4.2228 2021-06-18 01:58:26,637 - mmaction - INFO - Epoch [50][1180/1879] lr: 2.000e-03, eta: 15:25:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9137, loss_cls: 0.9263, loss: 0.9263, grad_norm: 4.0458 2021-06-18 01:58:37,829 - mmaction - INFO - Epoch [50][1200/1879] lr: 2.000e-03, eta: 15:25:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9238, loss_cls: 0.8879, loss: 0.8879, grad_norm: 3.9953 2021-06-18 01:58:48,936 - mmaction - INFO - Epoch [50][1220/1879] lr: 2.000e-03, eta: 15:25:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9164, loss_cls: 0.9527, loss: 0.9527, grad_norm: 4.0800 2021-06-18 01:59:00,084 - mmaction - INFO - Epoch [50][1240/1879] lr: 2.000e-03, eta: 15:25:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9145, loss_cls: 0.9374, loss: 0.9374, grad_norm: 4.0409 2021-06-18 01:59:11,223 - mmaction - INFO - Epoch [50][1260/1879] lr: 2.000e-03, eta: 15:25:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9156, loss_cls: 0.9388, loss: 0.9388, grad_norm: 4.0168 2021-06-18 01:59:22,364 - mmaction - INFO - Epoch [50][1280/1879] lr: 2.000e-03, eta: 15:24:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0030, loss: 1.0030, grad_norm: 4.1223 2021-06-18 01:59:33,513 - mmaction - INFO - Epoch [50][1300/1879] lr: 2.000e-03, eta: 15:24:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9909, loss: 0.9909, grad_norm: 4.0737 2021-06-18 01:59:44,667 - mmaction - INFO - Epoch [50][1320/1879] lr: 2.000e-03, eta: 15:24:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9111, loss: 0.9111, grad_norm: 4.0075 2021-06-18 01:59:55,806 - mmaction - INFO - Epoch [50][1340/1879] lr: 2.000e-03, eta: 15:24:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9121, loss_cls: 0.9679, loss: 0.9679, grad_norm: 4.0409 2021-06-18 02:00:06,985 - mmaction - INFO - Epoch [50][1360/1879] lr: 2.000e-03, eta: 15:24:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9543, loss: 0.9543, grad_norm: 4.1078 2021-06-18 02:00:18,116 - mmaction - INFO - Epoch [50][1380/1879] lr: 2.000e-03, eta: 15:23:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9792, loss: 0.9792, grad_norm: 4.1601 2021-06-18 02:00:29,262 - mmaction - INFO - Epoch [50][1400/1879] lr: 2.000e-03, eta: 15:23:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9113, loss_cls: 0.9600, loss: 0.9600, grad_norm: 4.0434 2021-06-18 02:00:40,393 - mmaction - INFO - Epoch [50][1420/1879] lr: 2.000e-03, eta: 15:23:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9187, loss_cls: 0.9249, loss: 0.9249, grad_norm: 3.9637 2021-06-18 02:00:51,524 - mmaction - INFO - Epoch [50][1440/1879] lr: 2.000e-03, eta: 15:23:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9109, loss_cls: 0.9688, loss: 0.9688, grad_norm: 4.0304 2021-06-18 02:01:02,661 - mmaction - INFO - Epoch [50][1460/1879] lr: 2.000e-03, eta: 15:23:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9145, loss_cls: 0.9631, loss: 0.9631, grad_norm: 4.1270 2021-06-18 02:01:13,813 - mmaction - INFO - Epoch [50][1480/1879] lr: 2.000e-03, eta: 15:22:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9262, loss_cls: 0.9120, loss: 0.9120, grad_norm: 4.0798 2021-06-18 02:01:24,966 - mmaction - INFO - Epoch [50][1500/1879] lr: 2.000e-03, eta: 15:22:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9098, loss_cls: 0.9547, loss: 0.9547, grad_norm: 3.9523 2021-06-18 02:01:36,106 - mmaction - INFO - Epoch [50][1520/1879] lr: 2.000e-03, eta: 15:22:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9211, loss_cls: 0.9260, loss: 0.9260, grad_norm: 4.0413 2021-06-18 02:01:47,245 - mmaction - INFO - Epoch [50][1540/1879] lr: 2.000e-03, eta: 15:22:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9105, loss_cls: 0.9809, loss: 0.9809, grad_norm: 4.0966 2021-06-18 02:01:58,396 - mmaction - INFO - Epoch [50][1560/1879] lr: 2.000e-03, eta: 15:21:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9148, loss_cls: 0.9284, loss: 0.9284, grad_norm: 4.0763 2021-06-18 02:02:09,566 - mmaction - INFO - Epoch [50][1580/1879] lr: 2.000e-03, eta: 15:21:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9096, loss: 0.9096, grad_norm: 4.0016 2021-06-18 02:02:20,702 - mmaction - INFO - Epoch [50][1600/1879] lr: 2.000e-03, eta: 15:21:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.9404, loss: 0.9404, grad_norm: 4.1471 2021-06-18 02:02:31,832 - mmaction - INFO - Epoch [50][1620/1879] lr: 2.000e-03, eta: 15:21:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9601, loss: 0.9601, grad_norm: 4.0261 2021-06-18 02:02:42,978 - mmaction - INFO - Epoch [50][1640/1879] lr: 2.000e-03, eta: 15:21:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9191, loss_cls: 0.9538, loss: 0.9538, grad_norm: 4.1037 2021-06-18 02:02:54,110 - mmaction - INFO - Epoch [50][1660/1879] lr: 2.000e-03, eta: 15:20:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9791, loss: 0.9791, grad_norm: 4.2435 2021-06-18 02:03:05,243 - mmaction - INFO - Epoch [50][1680/1879] lr: 2.000e-03, eta: 15:20:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9297, loss: 0.9297, grad_norm: 4.1164 2021-06-18 02:03:16,365 - mmaction - INFO - Epoch [50][1700/1879] lr: 2.000e-03, eta: 15:20:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7434, top5_acc: 0.9043, loss_cls: 0.9783, loss: 0.9783, grad_norm: 4.2138 2021-06-18 02:03:27,504 - mmaction - INFO - Epoch [50][1720/1879] lr: 2.000e-03, eta: 15:20:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9353, loss: 0.9353, grad_norm: 4.0936 2021-06-18 02:03:38,650 - mmaction - INFO - Epoch [50][1740/1879] lr: 2.000e-03, eta: 15:20:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9156, loss_cls: 0.9210, loss: 0.9210, grad_norm: 4.0517 2021-06-18 02:03:49,799 - mmaction - INFO - Epoch [50][1760/1879] lr: 2.000e-03, eta: 15:19:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9019, loss: 0.9019, grad_norm: 3.9432 2021-06-18 02:04:00,953 - mmaction - INFO - Epoch [50][1780/1879] lr: 2.000e-03, eta: 15:19:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9720, loss: 0.9720, grad_norm: 4.1826 2021-06-18 02:04:12,095 - mmaction - INFO - Epoch [50][1800/1879] lr: 2.000e-03, eta: 15:19:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9129, loss_cls: 0.9613, loss: 0.9613, grad_norm: 4.1163 2021-06-18 02:04:23,224 - mmaction - INFO - Epoch [50][1820/1879] lr: 2.000e-03, eta: 15:19:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9145, loss_cls: 0.9258, loss: 0.9258, grad_norm: 4.0836 2021-06-18 02:04:34,376 - mmaction - INFO - Epoch [50][1840/1879] lr: 2.000e-03, eta: 15:19:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9121, loss_cls: 0.9807, loss: 0.9807, grad_norm: 4.1263 2021-06-18 02:04:45,537 - mmaction - INFO - Epoch [50][1860/1879] lr: 2.000e-03, eta: 15:18:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9121, loss_cls: 0.9702, loss: 0.9702, grad_norm: 4.0590 2021-06-18 02:04:57,423 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-06-18 02:06:14,562 - mmaction - INFO - Epoch [51][20/1879] lr: 2.000e-03, eta: 15:19:24, time: 3.822, data_time: 3.194, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9145, loss_cls: 0.9269, loss: 0.9269, grad_norm: 4.0847 2021-06-18 02:06:25,742 - mmaction - INFO - Epoch [51][40/1879] lr: 2.000e-03, eta: 15:19:12, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9187, loss_cls: 0.9145, loss: 0.9145, grad_norm: 4.0540 2021-06-18 02:06:36,858 - mmaction - INFO - Epoch [51][60/1879] lr: 2.000e-03, eta: 15:19:00, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9109, loss_cls: 0.9562, loss: 0.9562, grad_norm: 3.9862 2021-06-18 02:06:47,981 - mmaction - INFO - Epoch [51][80/1879] lr: 2.000e-03, eta: 15:18:47, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9187, loss_cls: 0.9296, loss: 0.9296, grad_norm: 4.0510 2021-06-18 02:06:59,130 - mmaction - INFO - Epoch [51][100/1879] lr: 2.000e-03, eta: 15:18:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9270, loss_cls: 0.8852, loss: 0.8852, grad_norm: 3.9975 2021-06-18 02:07:10,249 - mmaction - INFO - Epoch [51][120/1879] lr: 2.000e-03, eta: 15:18:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9203, loss_cls: 0.9211, loss: 0.9211, grad_norm: 3.9697 2021-06-18 02:07:21,368 - mmaction - INFO - Epoch [51][140/1879] lr: 2.000e-03, eta: 15:18:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9156, loss_cls: 0.9770, loss: 0.9770, grad_norm: 4.2225 2021-06-18 02:07:32,511 - mmaction - INFO - Epoch [51][160/1879] lr: 2.000e-03, eta: 15:17:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9254, loss_cls: 0.8876, loss: 0.8876, grad_norm: 4.0411 2021-06-18 02:07:43,666 - mmaction - INFO - Epoch [51][180/1879] lr: 2.000e-03, eta: 15:17:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9141, loss_cls: 0.9362, loss: 0.9362, grad_norm: 4.0110 2021-06-18 02:07:54,809 - mmaction - INFO - Epoch [51][200/1879] lr: 2.000e-03, eta: 15:17:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9541, loss: 0.9541, grad_norm: 4.1215 2021-06-18 02:08:05,980 - mmaction - INFO - Epoch [51][220/1879] lr: 2.000e-03, eta: 15:17:21, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9164, loss_cls: 0.9306, loss: 0.9306, grad_norm: 4.0971 2021-06-18 02:08:17,145 - mmaction - INFO - Epoch [51][240/1879] lr: 2.000e-03, eta: 15:17:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9246, loss_cls: 0.9261, loss: 0.9261, grad_norm: 4.1310 2021-06-18 02:08:28,299 - mmaction - INFO - Epoch [51][260/1879] lr: 2.000e-03, eta: 15:16:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9215, loss_cls: 0.9198, loss: 0.9198, grad_norm: 4.0564 2021-06-18 02:08:39,455 - mmaction - INFO - Epoch [51][280/1879] lr: 2.000e-03, eta: 15:16:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9195, loss_cls: 0.9151, loss: 0.9151, grad_norm: 4.0810 2021-06-18 02:08:50,597 - mmaction - INFO - Epoch [51][300/1879] lr: 2.000e-03, eta: 15:16:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9137, loss_cls: 0.9620, loss: 0.9620, grad_norm: 4.1929 2021-06-18 02:09:01,713 - mmaction - INFO - Epoch [51][320/1879] lr: 2.000e-03, eta: 15:16:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0106, loss: 1.0106, grad_norm: 4.1517 2021-06-18 02:09:12,878 - mmaction - INFO - Epoch [51][340/1879] lr: 2.000e-03, eta: 15:16:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9145, loss_cls: 0.9462, loss: 0.9462, grad_norm: 4.1237 2021-06-18 02:09:24,009 - mmaction - INFO - Epoch [51][360/1879] lr: 2.000e-03, eta: 15:15:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9034, loss: 0.9034, grad_norm: 4.0875 2021-06-18 02:09:35,161 - mmaction - INFO - Epoch [51][380/1879] lr: 2.000e-03, eta: 15:15:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9543, loss: 0.9543, grad_norm: 4.1583 2021-06-18 02:09:46,303 - mmaction - INFO - Epoch [51][400/1879] lr: 2.000e-03, eta: 15:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9137, loss_cls: 0.9289, loss: 0.9289, grad_norm: 4.0723 2021-06-18 02:09:57,451 - mmaction - INFO - Epoch [51][420/1879] lr: 2.000e-03, eta: 15:15:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9215, loss_cls: 0.9035, loss: 0.9035, grad_norm: 4.0513 2021-06-18 02:10:08,616 - mmaction - INFO - Epoch [51][440/1879] lr: 2.000e-03, eta: 15:15:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9129, loss_cls: 0.9694, loss: 0.9694, grad_norm: 4.0915 2021-06-18 02:10:19,737 - mmaction - INFO - Epoch [51][460/1879] lr: 2.000e-03, eta: 15:14:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.8957, loss: 0.8957, grad_norm: 3.9320 2021-06-18 02:10:30,873 - mmaction - INFO - Epoch [51][480/1879] lr: 2.000e-03, eta: 15:14:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9262, loss_cls: 0.9235, loss: 0.9235, grad_norm: 4.1120 2021-06-18 02:10:42,027 - mmaction - INFO - Epoch [51][500/1879] lr: 2.000e-03, eta: 15:14:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9246, loss_cls: 0.9288, loss: 0.9288, grad_norm: 4.1443 2021-06-18 02:10:53,170 - mmaction - INFO - Epoch [51][520/1879] lr: 2.000e-03, eta: 15:14:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9262, loss_cls: 0.8851, loss: 0.8851, grad_norm: 4.0265 2021-06-18 02:11:04,348 - mmaction - INFO - Epoch [51][540/1879] lr: 2.000e-03, eta: 15:14:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9176, loss_cls: 0.9192, loss: 0.9192, grad_norm: 4.1340 2021-06-18 02:11:15,472 - mmaction - INFO - Epoch [51][560/1879] lr: 2.000e-03, eta: 15:13:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9039, loss_cls: 1.0069, loss: 1.0069, grad_norm: 4.2649 2021-06-18 02:11:26,611 - mmaction - INFO - Epoch [51][580/1879] lr: 2.000e-03, eta: 15:13:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9160, loss_cls: 0.9182, loss: 0.9182, grad_norm: 4.1601 2021-06-18 02:11:37,780 - mmaction - INFO - Epoch [51][600/1879] lr: 2.000e-03, eta: 15:13:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9164, loss_cls: 0.9440, loss: 0.9440, grad_norm: 4.0531 2021-06-18 02:11:48,926 - mmaction - INFO - Epoch [51][620/1879] lr: 2.000e-03, eta: 15:13:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9207, loss_cls: 0.9192, loss: 0.9192, grad_norm: 4.0222 2021-06-18 02:12:00,074 - mmaction - INFO - Epoch [51][640/1879] lr: 2.000e-03, eta: 15:13:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9125, loss_cls: 0.9766, loss: 0.9766, grad_norm: 4.2395 2021-06-18 02:12:11,219 - mmaction - INFO - Epoch [51][660/1879] lr: 2.000e-03, eta: 15:12:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9176, loss_cls: 0.9380, loss: 0.9380, grad_norm: 4.0515 2021-06-18 02:12:22,366 - mmaction - INFO - Epoch [51][680/1879] lr: 2.000e-03, eta: 15:12:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9273, loss_cls: 0.9118, loss: 0.9118, grad_norm: 4.0834 2021-06-18 02:12:33,477 - mmaction - INFO - Epoch [51][700/1879] lr: 2.000e-03, eta: 15:12:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9105, loss_cls: 0.9364, loss: 0.9364, grad_norm: 3.9646 2021-06-18 02:12:44,614 - mmaction - INFO - Epoch [51][720/1879] lr: 2.000e-03, eta: 15:12:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9152, loss_cls: 0.9358, loss: 0.9358, grad_norm: 4.1007 2021-06-18 02:12:55,771 - mmaction - INFO - Epoch [51][740/1879] lr: 2.000e-03, eta: 15:12:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9022, loss: 0.9022, grad_norm: 3.9838 2021-06-18 02:13:06,917 - mmaction - INFO - Epoch [51][760/1879] lr: 2.000e-03, eta: 15:11:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9215, loss_cls: 0.8914, loss: 0.8914, grad_norm: 4.0864 2021-06-18 02:13:18,037 - mmaction - INFO - Epoch [51][780/1879] lr: 2.000e-03, eta: 15:11:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9199, loss_cls: 0.9227, loss: 0.9227, grad_norm: 4.0853 2021-06-18 02:13:29,175 - mmaction - INFO - Epoch [51][800/1879] lr: 2.000e-03, eta: 15:11:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9066, loss_cls: 0.9603, loss: 0.9603, grad_norm: 4.1523 2021-06-18 02:13:40,317 - mmaction - INFO - Epoch [51][820/1879] lr: 2.000e-03, eta: 15:11:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9098, loss_cls: 0.9432, loss: 0.9432, grad_norm: 4.1320 2021-06-18 02:13:51,455 - mmaction - INFO - Epoch [51][840/1879] lr: 2.000e-03, eta: 15:10:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9098, loss_cls: 0.9474, loss: 0.9474, grad_norm: 4.1276 2021-06-18 02:14:02,620 - mmaction - INFO - Epoch [51][860/1879] lr: 2.000e-03, eta: 15:10:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9078, loss_cls: 0.9691, loss: 0.9691, grad_norm: 4.1150 2021-06-18 02:14:13,719 - mmaction - INFO - Epoch [51][880/1879] lr: 2.000e-03, eta: 15:10:34, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9172, loss_cls: 0.9513, loss: 0.9513, grad_norm: 4.0499 2021-06-18 02:14:24,885 - mmaction - INFO - Epoch [51][900/1879] lr: 2.000e-03, eta: 15:10:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9102, loss_cls: 0.9859, loss: 0.9859, grad_norm: 4.1820 2021-06-18 02:14:36,015 - mmaction - INFO - Epoch [51][920/1879] lr: 2.000e-03, eta: 15:10:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9191, loss_cls: 0.9129, loss: 0.9129, grad_norm: 4.0751 2021-06-18 02:14:47,161 - mmaction - INFO - Epoch [51][940/1879] lr: 2.000e-03, eta: 15:09:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9164, loss_cls: 0.9437, loss: 0.9437, grad_norm: 4.0595 2021-06-18 02:14:58,324 - mmaction - INFO - Epoch [51][960/1879] lr: 2.000e-03, eta: 15:09:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9215, loss_cls: 0.9046, loss: 0.9046, grad_norm: 4.0383 2021-06-18 02:15:09,465 - mmaction - INFO - Epoch [51][980/1879] lr: 2.000e-03, eta: 15:09:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9114, loss: 0.9114, grad_norm: 4.0460 2021-06-18 02:15:20,599 - mmaction - INFO - Epoch [51][1000/1879] lr: 2.000e-03, eta: 15:09:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9187, loss_cls: 0.9302, loss: 0.9302, grad_norm: 4.1315 2021-06-18 02:15:31,740 - mmaction - INFO - Epoch [51][1020/1879] lr: 2.000e-03, eta: 15:09:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9121, loss_cls: 0.9714, loss: 0.9714, grad_norm: 4.1460 2021-06-18 02:15:42,893 - mmaction - INFO - Epoch [51][1040/1879] lr: 2.000e-03, eta: 15:08:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9086, loss_cls: 0.9407, loss: 0.9407, grad_norm: 4.1151 2021-06-18 02:15:54,037 - mmaction - INFO - Epoch [51][1060/1879] lr: 2.000e-03, eta: 15:08:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9203, loss_cls: 0.9011, loss: 0.9011, grad_norm: 4.0086 2021-06-18 02:16:05,185 - mmaction - INFO - Epoch [51][1080/1879] lr: 2.000e-03, eta: 15:08:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9121, loss_cls: 0.9705, loss: 0.9705, grad_norm: 4.1971 2021-06-18 02:16:16,330 - mmaction - INFO - Epoch [51][1100/1879] lr: 2.000e-03, eta: 15:08:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9753, loss: 0.9753, grad_norm: 4.0952 2021-06-18 02:16:27,480 - mmaction - INFO - Epoch [51][1120/1879] lr: 2.000e-03, eta: 15:08:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9145, loss_cls: 0.9799, loss: 0.9799, grad_norm: 4.1929 2021-06-18 02:16:38,645 - mmaction - INFO - Epoch [51][1140/1879] lr: 2.000e-03, eta: 15:07:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9668, loss: 0.9668, grad_norm: 4.1053 2021-06-18 02:16:49,798 - mmaction - INFO - Epoch [51][1160/1879] lr: 2.000e-03, eta: 15:07:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9176, loss_cls: 0.9395, loss: 0.9395, grad_norm: 4.0413 2021-06-18 02:17:00,954 - mmaction - INFO - Epoch [51][1180/1879] lr: 2.000e-03, eta: 15:07:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9305, loss: 0.9305, grad_norm: 4.1157 2021-06-18 02:17:12,100 - mmaction - INFO - Epoch [51][1200/1879] lr: 2.000e-03, eta: 15:07:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9113, loss_cls: 0.9524, loss: 0.9524, grad_norm: 4.2054 2021-06-18 02:17:23,242 - mmaction - INFO - Epoch [51][1220/1879] lr: 2.000e-03, eta: 15:07:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9177, loss: 0.9177, grad_norm: 4.0890 2021-06-18 02:17:34,374 - mmaction - INFO - Epoch [51][1240/1879] lr: 2.000e-03, eta: 15:06:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9137, loss_cls: 0.9203, loss: 0.9203, grad_norm: 4.0766 2021-06-18 02:17:45,525 - mmaction - INFO - Epoch [51][1260/1879] lr: 2.000e-03, eta: 15:06:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9306, loss: 0.9306, grad_norm: 4.0952 2021-06-18 02:17:56,680 - mmaction - INFO - Epoch [51][1280/1879] lr: 2.000e-03, eta: 15:06:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9207, loss_cls: 0.9028, loss: 0.9028, grad_norm: 4.1613 2021-06-18 02:18:07,820 - mmaction - INFO - Epoch [51][1300/1879] lr: 2.000e-03, eta: 15:06:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.8992, loss: 0.8992, grad_norm: 3.9916 2021-06-18 02:18:18,967 - mmaction - INFO - Epoch [51][1320/1879] lr: 2.000e-03, eta: 15:06:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9230, loss_cls: 0.9222, loss: 0.9222, grad_norm: 4.1725 2021-06-18 02:18:30,106 - mmaction - INFO - Epoch [51][1340/1879] lr: 2.000e-03, eta: 15:05:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9093, loss: 0.9093, grad_norm: 4.0674 2021-06-18 02:18:41,253 - mmaction - INFO - Epoch [51][1360/1879] lr: 2.000e-03, eta: 15:05:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9184, loss_cls: 0.9383, loss: 0.9383, grad_norm: 4.0780 2021-06-18 02:18:52,404 - mmaction - INFO - Epoch [51][1380/1879] lr: 2.000e-03, eta: 15:05:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9270, loss_cls: 0.9070, loss: 0.9070, grad_norm: 4.0695 2021-06-18 02:19:03,539 - mmaction - INFO - Epoch [51][1400/1879] lr: 2.000e-03, eta: 15:05:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9448, loss: 0.9448, grad_norm: 4.1394 2021-06-18 02:19:14,685 - mmaction - INFO - Epoch [51][1420/1879] lr: 2.000e-03, eta: 15:05:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9062, loss_cls: 0.9595, loss: 0.9595, grad_norm: 4.0672 2021-06-18 02:19:25,825 - mmaction - INFO - Epoch [51][1440/1879] lr: 2.000e-03, eta: 15:04:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9238, loss_cls: 0.9079, loss: 0.9079, grad_norm: 4.0295 2021-06-18 02:19:36,957 - mmaction - INFO - Epoch [51][1460/1879] lr: 2.000e-03, eta: 15:04:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9195, loss_cls: 0.9413, loss: 0.9413, grad_norm: 4.1560 2021-06-18 02:19:48,097 - mmaction - INFO - Epoch [51][1480/1879] lr: 2.000e-03, eta: 15:04:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9230, loss_cls: 0.9143, loss: 0.9143, grad_norm: 4.1643 2021-06-18 02:19:59,259 - mmaction - INFO - Epoch [51][1500/1879] lr: 2.000e-03, eta: 15:04:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9129, loss_cls: 0.9372, loss: 0.9372, grad_norm: 4.1168 2021-06-18 02:20:10,398 - mmaction - INFO - Epoch [51][1520/1879] lr: 2.000e-03, eta: 15:04:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9156, loss_cls: 0.9208, loss: 0.9208, grad_norm: 4.0402 2021-06-18 02:20:21,550 - mmaction - INFO - Epoch [51][1540/1879] lr: 2.000e-03, eta: 15:03:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9195, loss_cls: 0.9561, loss: 0.9561, grad_norm: 4.1101 2021-06-18 02:20:32,701 - mmaction - INFO - Epoch [51][1560/1879] lr: 2.000e-03, eta: 15:03:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9129, loss_cls: 0.9374, loss: 0.9374, grad_norm: 4.1273 2021-06-18 02:20:43,873 - mmaction - INFO - Epoch [51][1580/1879] lr: 2.000e-03, eta: 15:03:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9137, loss_cls: 0.9529, loss: 0.9529, grad_norm: 4.1411 2021-06-18 02:20:55,001 - mmaction - INFO - Epoch [51][1600/1879] lr: 2.000e-03, eta: 15:03:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7402, top5_acc: 0.9066, loss_cls: 0.9953, loss: 0.9953, grad_norm: 4.2148 2021-06-18 02:21:06,142 - mmaction - INFO - Epoch [51][1620/1879] lr: 2.000e-03, eta: 15:02:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9234, loss_cls: 0.9141, loss: 0.9141, grad_norm: 4.1020 2021-06-18 02:21:17,272 - mmaction - INFO - Epoch [51][1640/1879] lr: 2.000e-03, eta: 15:02:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9207, loss_cls: 0.9582, loss: 0.9582, grad_norm: 4.2481 2021-06-18 02:21:28,414 - mmaction - INFO - Epoch [51][1660/1879] lr: 2.000e-03, eta: 15:02:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9187, loss_cls: 0.9196, loss: 0.9196, grad_norm: 4.0877 2021-06-18 02:21:39,561 - mmaction - INFO - Epoch [51][1680/1879] lr: 2.000e-03, eta: 15:02:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9227, loss_cls: 0.9431, loss: 0.9431, grad_norm: 4.1114 2021-06-18 02:21:50,718 - mmaction - INFO - Epoch [51][1700/1879] lr: 2.000e-03, eta: 15:02:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9414, loss: 0.9414, grad_norm: 4.1674 2021-06-18 02:22:01,901 - mmaction - INFO - Epoch [51][1720/1879] lr: 2.000e-03, eta: 15:01:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9397, loss: 0.9397, grad_norm: 4.0948 2021-06-18 02:22:13,017 - mmaction - INFO - Epoch [51][1740/1879] lr: 2.000e-03, eta: 15:01:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9066, loss_cls: 0.9733, loss: 0.9733, grad_norm: 4.1264 2021-06-18 02:22:24,149 - mmaction - INFO - Epoch [51][1760/1879] lr: 2.000e-03, eta: 15:01:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9195, loss_cls: 0.9250, loss: 0.9250, grad_norm: 4.0430 2021-06-18 02:22:35,289 - mmaction - INFO - Epoch [51][1780/1879] lr: 2.000e-03, eta: 15:01:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9215, loss_cls: 0.9495, loss: 0.9495, grad_norm: 4.2127 2021-06-18 02:22:46,432 - mmaction - INFO - Epoch [51][1800/1879] lr: 2.000e-03, eta: 15:01:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9458, loss: 0.9458, grad_norm: 4.2156 2021-06-18 02:22:57,582 - mmaction - INFO - Epoch [51][1820/1879] lr: 2.000e-03, eta: 15:00:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9336, loss: 0.9336, grad_norm: 4.2275 2021-06-18 02:23:08,735 - mmaction - INFO - Epoch [51][1840/1879] lr: 2.000e-03, eta: 15:00:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9159, loss: 0.9159, grad_norm: 4.0639 2021-06-18 02:23:19,871 - mmaction - INFO - Epoch [51][1860/1879] lr: 2.000e-03, eta: 15:00:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9088, loss: 0.9088, grad_norm: 4.0401 2021-06-18 02:23:31,511 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-06-18 02:24:47,967 - mmaction - INFO - Epoch [52][20/1879] lr: 2.000e-03, eta: 15:00:59, time: 3.787, data_time: 3.214, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9246, loss_cls: 0.8488, loss: 0.8488, grad_norm: 3.9406 2021-06-18 02:24:59,117 - mmaction - INFO - Epoch [52][40/1879] lr: 2.000e-03, eta: 15:00:46, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9425, loss: 0.9425, grad_norm: 4.1464 2021-06-18 02:25:10,456 - mmaction - INFO - Epoch [52][60/1879] lr: 2.000e-03, eta: 15:00:34, time: 0.568, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9244, loss: 0.9244, grad_norm: 4.1153 2021-06-18 02:25:21,556 - mmaction - INFO - Epoch [52][80/1879] lr: 2.000e-03, eta: 15:00:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9155, loss: 0.9155, grad_norm: 4.0407 2021-06-18 02:25:32,677 - mmaction - INFO - Epoch [52][100/1879] lr: 2.000e-03, eta: 15:00:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9074, loss_cls: 0.9550, loss: 0.9550, grad_norm: 4.1248 2021-06-18 02:25:43,810 - mmaction - INFO - Epoch [52][120/1879] lr: 2.000e-03, eta: 14:59:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9230, loss_cls: 0.9680, loss: 0.9680, grad_norm: 4.2950 2021-06-18 02:25:54,925 - mmaction - INFO - Epoch [52][140/1879] lr: 2.000e-03, eta: 14:59:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9168, loss_cls: 0.9203, loss: 0.9203, grad_norm: 4.1372 2021-06-18 02:26:06,043 - mmaction - INFO - Epoch [52][160/1879] lr: 2.000e-03, eta: 14:59:32, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9168, loss_cls: 0.9018, loss: 0.9018, grad_norm: 4.0425 2021-06-18 02:26:17,159 - mmaction - INFO - Epoch [52][180/1879] lr: 2.000e-03, eta: 14:59:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9184, loss_cls: 0.9306, loss: 0.9306, grad_norm: 4.0547 2021-06-18 02:26:28,294 - mmaction - INFO - Epoch [52][200/1879] lr: 2.000e-03, eta: 14:59:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9200, loss: 0.9200, grad_norm: 4.0996 2021-06-18 02:26:39,436 - mmaction - INFO - Epoch [52][220/1879] lr: 2.000e-03, eta: 14:58:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9215, loss_cls: 0.8888, loss: 0.8888, grad_norm: 3.9842 2021-06-18 02:26:50,564 - mmaction - INFO - Epoch [52][240/1879] lr: 2.000e-03, eta: 14:58:43, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9238, loss_cls: 0.9298, loss: 0.9298, grad_norm: 4.1888 2021-06-18 02:27:01,720 - mmaction - INFO - Epoch [52][260/1879] lr: 2.000e-03, eta: 14:58:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9152, loss_cls: 0.9474, loss: 0.9474, grad_norm: 4.2212 2021-06-18 02:27:12,866 - mmaction - INFO - Epoch [52][280/1879] lr: 2.000e-03, eta: 14:58:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9108, loss: 0.9108, grad_norm: 4.1424 2021-06-18 02:27:24,010 - mmaction - INFO - Epoch [52][300/1879] lr: 2.000e-03, eta: 14:58:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8859, loss: 0.8859, grad_norm: 3.9963 2021-06-18 02:27:35,174 - mmaction - INFO - Epoch [52][320/1879] lr: 2.000e-03, eta: 14:57:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9148, loss_cls: 0.9530, loss: 0.9530, grad_norm: 4.0536 2021-06-18 02:27:46,313 - mmaction - INFO - Epoch [52][340/1879] lr: 2.000e-03, eta: 14:57:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9148, loss_cls: 0.9509, loss: 0.9509, grad_norm: 4.1517 2021-06-18 02:27:57,484 - mmaction - INFO - Epoch [52][360/1879] lr: 2.000e-03, eta: 14:57:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9180, loss_cls: 0.9444, loss: 0.9444, grad_norm: 4.2048 2021-06-18 02:28:08,605 - mmaction - INFO - Epoch [52][380/1879] lr: 2.000e-03, eta: 14:57:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9145, loss_cls: 0.9371, loss: 0.9371, grad_norm: 4.1521 2021-06-18 02:28:19,750 - mmaction - INFO - Epoch [52][400/1879] lr: 2.000e-03, eta: 14:57:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9456, loss: 0.9456, grad_norm: 4.2385 2021-06-18 02:28:30,907 - mmaction - INFO - Epoch [52][420/1879] lr: 2.000e-03, eta: 14:56:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9184, loss_cls: 0.9170, loss: 0.9170, grad_norm: 4.1108 2021-06-18 02:28:42,057 - mmaction - INFO - Epoch [52][440/1879] lr: 2.000e-03, eta: 14:56:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9199, loss_cls: 0.9097, loss: 0.9097, grad_norm: 3.9807 2021-06-18 02:28:53,237 - mmaction - INFO - Epoch [52][460/1879] lr: 2.000e-03, eta: 14:56:28, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9191, loss_cls: 0.9103, loss: 0.9103, grad_norm: 4.1216 2021-06-18 02:29:04,339 - mmaction - INFO - Epoch [52][480/1879] lr: 2.000e-03, eta: 14:56:15, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7480, top5_acc: 0.9172, loss_cls: 0.9707, loss: 0.9707, grad_norm: 4.1917 2021-06-18 02:29:15,486 - mmaction - INFO - Epoch [52][500/1879] lr: 2.000e-03, eta: 14:56:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9893, loss: 0.9893, grad_norm: 4.2733 2021-06-18 02:29:26,642 - mmaction - INFO - Epoch [52][520/1879] lr: 2.000e-03, eta: 14:55:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8925, loss: 0.8925, grad_norm: 4.1032 2021-06-18 02:29:37,794 - mmaction - INFO - Epoch [52][540/1879] lr: 2.000e-03, eta: 14:55:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9085, loss: 0.9085, grad_norm: 4.0779 2021-06-18 02:29:48,918 - mmaction - INFO - Epoch [52][560/1879] lr: 2.000e-03, eta: 14:55:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9305, loss_cls: 0.8793, loss: 0.8793, grad_norm: 4.1154 2021-06-18 02:30:00,054 - mmaction - INFO - Epoch [52][580/1879] lr: 2.000e-03, eta: 14:55:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9199, loss_cls: 0.8914, loss: 0.8914, grad_norm: 4.0466 2021-06-18 02:30:11,225 - mmaction - INFO - Epoch [52][600/1879] lr: 2.000e-03, eta: 14:55:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9105, loss_cls: 0.9659, loss: 0.9659, grad_norm: 4.2164 2021-06-18 02:30:22,366 - mmaction - INFO - Epoch [52][620/1879] lr: 2.000e-03, eta: 14:54:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8579, loss: 0.8579, grad_norm: 3.9726 2021-06-18 02:30:33,502 - mmaction - INFO - Epoch [52][640/1879] lr: 2.000e-03, eta: 14:54:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9184, loss_cls: 0.9575, loss: 0.9575, grad_norm: 4.2976 2021-06-18 02:30:44,629 - mmaction - INFO - Epoch [52][660/1879] lr: 2.000e-03, eta: 14:54:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9258, loss: 0.9258, grad_norm: 4.0863 2021-06-18 02:30:55,779 - mmaction - INFO - Epoch [52][680/1879] lr: 2.000e-03, eta: 14:54:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9242, loss_cls: 0.9182, loss: 0.9182, grad_norm: 4.1412 2021-06-18 02:31:06,911 - mmaction - INFO - Epoch [52][700/1879] lr: 2.000e-03, eta: 14:54:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9230, loss_cls: 0.8896, loss: 0.8896, grad_norm: 4.0750 2021-06-18 02:31:18,084 - mmaction - INFO - Epoch [52][720/1879] lr: 2.000e-03, eta: 14:53:48, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9262, loss_cls: 0.8410, loss: 0.8410, grad_norm: 3.9409 2021-06-18 02:31:29,205 - mmaction - INFO - Epoch [52][740/1879] lr: 2.000e-03, eta: 14:53:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9145, loss_cls: 0.9303, loss: 0.9303, grad_norm: 4.1343 2021-06-18 02:31:40,360 - mmaction - INFO - Epoch [52][760/1879] lr: 2.000e-03, eta: 14:53:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9388, loss: 0.9388, grad_norm: 4.2343 2021-06-18 02:31:51,524 - mmaction - INFO - Epoch [52][780/1879] lr: 2.000e-03, eta: 14:53:11, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9145, loss_cls: 0.9438, loss: 0.9438, grad_norm: 4.2191 2021-06-18 02:32:02,674 - mmaction - INFO - Epoch [52][800/1879] lr: 2.000e-03, eta: 14:52:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9164, loss_cls: 0.9595, loss: 0.9595, grad_norm: 4.2296 2021-06-18 02:32:13,759 - mmaction - INFO - Epoch [52][820/1879] lr: 2.000e-03, eta: 14:52:46, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9262, loss_cls: 0.8982, loss: 0.8982, grad_norm: 4.0666 2021-06-18 02:32:24,898 - mmaction - INFO - Epoch [52][840/1879] lr: 2.000e-03, eta: 14:52:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9172, loss_cls: 0.9247, loss: 0.9247, grad_norm: 4.1279 2021-06-18 02:32:36,051 - mmaction - INFO - Epoch [52][860/1879] lr: 2.000e-03, eta: 14:52:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9238, loss_cls: 0.8952, loss: 0.8952, grad_norm: 4.0428 2021-06-18 02:32:47,202 - mmaction - INFO - Epoch [52][880/1879] lr: 2.000e-03, eta: 14:52:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9254, loss_cls: 0.8816, loss: 0.8816, grad_norm: 4.0147 2021-06-18 02:32:58,336 - mmaction - INFO - Epoch [52][900/1879] lr: 2.000e-03, eta: 14:51:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9176, loss_cls: 0.9328, loss: 0.9328, grad_norm: 4.0851 2021-06-18 02:33:09,481 - mmaction - INFO - Epoch [52][920/1879] lr: 2.000e-03, eta: 14:51:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9086, loss_cls: 0.9542, loss: 0.9542, grad_norm: 4.0861 2021-06-18 02:33:20,614 - mmaction - INFO - Epoch [52][940/1879] lr: 2.000e-03, eta: 14:51:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0054, loss: 1.0054, grad_norm: 4.1915 2021-06-18 02:33:31,762 - mmaction - INFO - Epoch [52][960/1879] lr: 2.000e-03, eta: 14:51:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9121, loss_cls: 0.9599, loss: 0.9599, grad_norm: 4.0313 2021-06-18 02:33:42,902 - mmaction - INFO - Epoch [52][980/1879] lr: 2.000e-03, eta: 14:51:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9141, loss_cls: 0.8944, loss: 0.8944, grad_norm: 3.9833 2021-06-18 02:33:54,047 - mmaction - INFO - Epoch [52][1000/1879] lr: 2.000e-03, eta: 14:50:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9027, loss_cls: 0.9707, loss: 0.9707, grad_norm: 4.1301 2021-06-18 02:34:05,196 - mmaction - INFO - Epoch [52][1020/1879] lr: 2.000e-03, eta: 14:50:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9215, loss_cls: 0.9429, loss: 0.9429, grad_norm: 4.2100 2021-06-18 02:34:16,332 - mmaction - INFO - Epoch [52][1040/1879] lr: 2.000e-03, eta: 14:50:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7449, top5_acc: 0.9086, loss_cls: 0.9850, loss: 0.9850, grad_norm: 4.2797 2021-06-18 02:34:27,471 - mmaction - INFO - Epoch [52][1060/1879] lr: 2.000e-03, eta: 14:50:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9437, loss: 0.9437, grad_norm: 4.1564 2021-06-18 02:34:38,601 - mmaction - INFO - Epoch [52][1080/1879] lr: 2.000e-03, eta: 14:50:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9238, loss_cls: 0.8895, loss: 0.8895, grad_norm: 4.0305 2021-06-18 02:34:49,744 - mmaction - INFO - Epoch [52][1100/1879] lr: 2.000e-03, eta: 14:49:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9094, loss_cls: 0.9282, loss: 0.9282, grad_norm: 4.1226 2021-06-18 02:35:00,877 - mmaction - INFO - Epoch [52][1120/1879] lr: 2.000e-03, eta: 14:49:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9554, loss: 0.9554, grad_norm: 4.2241 2021-06-18 02:35:12,042 - mmaction - INFO - Epoch [52][1140/1879] lr: 2.000e-03, eta: 14:49:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9152, loss_cls: 0.9180, loss: 0.9180, grad_norm: 4.0857 2021-06-18 02:35:23,206 - mmaction - INFO - Epoch [52][1160/1879] lr: 2.000e-03, eta: 14:49:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9938, loss: 0.9938, grad_norm: 4.3701 2021-06-18 02:35:34,332 - mmaction - INFO - Epoch [52][1180/1879] lr: 2.000e-03, eta: 14:49:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9184, loss_cls: 0.9429, loss: 0.9429, grad_norm: 4.1829 2021-06-18 02:35:45,454 - mmaction - INFO - Epoch [52][1200/1879] lr: 2.000e-03, eta: 14:48:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9187, loss_cls: 0.9016, loss: 0.9016, grad_norm: 4.0613 2021-06-18 02:35:56,602 - mmaction - INFO - Epoch [52][1220/1879] lr: 2.000e-03, eta: 14:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9160, loss_cls: 0.9083, loss: 0.9083, grad_norm: 4.1041 2021-06-18 02:36:07,744 - mmaction - INFO - Epoch [52][1240/1879] lr: 2.000e-03, eta: 14:48:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9246, loss_cls: 0.8905, loss: 0.8905, grad_norm: 4.1267 2021-06-18 02:36:18,877 - mmaction - INFO - Epoch [52][1260/1879] lr: 2.000e-03, eta: 14:48:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9277, loss_cls: 0.8697, loss: 0.8697, grad_norm: 4.0779 2021-06-18 02:36:30,013 - mmaction - INFO - Epoch [52][1280/1879] lr: 2.000e-03, eta: 14:48:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9156, loss_cls: 0.9060, loss: 0.9060, grad_norm: 4.1328 2021-06-18 02:36:41,166 - mmaction - INFO - Epoch [52][1300/1879] lr: 2.000e-03, eta: 14:47:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9199, loss_cls: 0.8848, loss: 0.8848, grad_norm: 4.0928 2021-06-18 02:36:52,321 - mmaction - INFO - Epoch [52][1320/1879] lr: 2.000e-03, eta: 14:47:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9137, loss_cls: 0.9587, loss: 0.9587, grad_norm: 4.2765 2021-06-18 02:37:03,472 - mmaction - INFO - Epoch [52][1340/1879] lr: 2.000e-03, eta: 14:47:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9059, loss_cls: 0.9836, loss: 0.9836, grad_norm: 4.3337 2021-06-18 02:37:14,613 - mmaction - INFO - Epoch [52][1360/1879] lr: 2.000e-03, eta: 14:47:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9184, loss_cls: 0.9227, loss: 0.9227, grad_norm: 4.1567 2021-06-18 02:37:25,749 - mmaction - INFO - Epoch [52][1380/1879] lr: 2.000e-03, eta: 14:47:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9156, loss_cls: 0.9464, loss: 0.9464, grad_norm: 4.2192 2021-06-18 02:37:36,953 - mmaction - INFO - Epoch [52][1400/1879] lr: 2.000e-03, eta: 14:46:49, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9184, loss_cls: 0.9058, loss: 0.9058, grad_norm: 4.1539 2021-06-18 02:37:48,041 - mmaction - INFO - Epoch [52][1420/1879] lr: 2.000e-03, eta: 14:46:37, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9266, loss_cls: 0.9006, loss: 0.9006, grad_norm: 4.0864 2021-06-18 02:37:59,201 - mmaction - INFO - Epoch [52][1440/1879] lr: 2.000e-03, eta: 14:46:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9373, loss: 0.9373, grad_norm: 4.2376 2021-06-18 02:38:10,357 - mmaction - INFO - Epoch [52][1460/1879] lr: 2.000e-03, eta: 14:46:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9219, loss_cls: 0.9151, loss: 0.9151, grad_norm: 4.0304 2021-06-18 02:38:21,508 - mmaction - INFO - Epoch [52][1480/1879] lr: 2.000e-03, eta: 14:46:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9509, loss: 0.9509, grad_norm: 4.1310 2021-06-18 02:38:32,646 - mmaction - INFO - Epoch [52][1500/1879] lr: 2.000e-03, eta: 14:45:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9589, loss: 0.9589, grad_norm: 4.2069 2021-06-18 02:38:43,795 - mmaction - INFO - Epoch [52][1520/1879] lr: 2.000e-03, eta: 14:45:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9184, loss_cls: 0.9401, loss: 0.9401, grad_norm: 4.1319 2021-06-18 02:38:54,921 - mmaction - INFO - Epoch [52][1540/1879] lr: 2.000e-03, eta: 14:45:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9176, loss_cls: 0.8802, loss: 0.8802, grad_norm: 4.0880 2021-06-18 02:39:06,058 - mmaction - INFO - Epoch [52][1560/1879] lr: 2.000e-03, eta: 14:45:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9238, loss_cls: 0.9376, loss: 0.9376, grad_norm: 4.2177 2021-06-18 02:39:17,183 - mmaction - INFO - Epoch [52][1580/1879] lr: 2.000e-03, eta: 14:44:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9164, loss_cls: 0.9077, loss: 0.9077, grad_norm: 4.1234 2021-06-18 02:39:28,342 - mmaction - INFO - Epoch [52][1600/1879] lr: 2.000e-03, eta: 14:44:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9187, loss_cls: 0.9261, loss: 0.9261, grad_norm: 4.0134 2021-06-18 02:39:39,484 - mmaction - INFO - Epoch [52][1620/1879] lr: 2.000e-03, eta: 14:44:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9227, loss_cls: 0.8873, loss: 0.8873, grad_norm: 4.0662 2021-06-18 02:39:50,585 - mmaction - INFO - Epoch [52][1640/1879] lr: 2.000e-03, eta: 14:44:22, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9184, loss_cls: 0.8872, loss: 0.8872, grad_norm: 4.0766 2021-06-18 02:40:01,722 - mmaction - INFO - Epoch [52][1660/1879] lr: 2.000e-03, eta: 14:44:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9191, loss_cls: 0.9099, loss: 0.9099, grad_norm: 3.9909 2021-06-18 02:40:12,894 - mmaction - INFO - Epoch [52][1680/1879] lr: 2.000e-03, eta: 14:43:57, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9172, loss_cls: 0.8839, loss: 0.8839, grad_norm: 4.0477 2021-06-18 02:40:24,042 - mmaction - INFO - Epoch [52][1700/1879] lr: 2.000e-03, eta: 14:43:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9357, loss: 0.9357, grad_norm: 4.1494 2021-06-18 02:40:35,202 - mmaction - INFO - Epoch [52][1720/1879] lr: 2.000e-03, eta: 14:43:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9121, loss_cls: 0.9609, loss: 0.9609, grad_norm: 4.1533 2021-06-18 02:40:46,341 - mmaction - INFO - Epoch [52][1740/1879] lr: 2.000e-03, eta: 14:43:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9125, loss_cls: 0.9695, loss: 0.9695, grad_norm: 4.2903 2021-06-18 02:40:57,486 - mmaction - INFO - Epoch [52][1760/1879] lr: 2.000e-03, eta: 14:43:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9521, loss: 0.9521, grad_norm: 4.1255 2021-06-18 02:41:08,619 - mmaction - INFO - Epoch [52][1780/1879] lr: 2.000e-03, eta: 14:42:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9031, loss_cls: 0.9709, loss: 0.9709, grad_norm: 4.1666 2021-06-18 02:41:19,744 - mmaction - INFO - Epoch [52][1800/1879] lr: 2.000e-03, eta: 14:42:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9129, loss_cls: 0.9469, loss: 0.9469, grad_norm: 4.1153 2021-06-18 02:41:30,910 - mmaction - INFO - Epoch [52][1820/1879] lr: 2.000e-03, eta: 14:42:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9523, loss: 0.9523, grad_norm: 4.2392 2021-06-18 02:41:42,061 - mmaction - INFO - Epoch [52][1840/1879] lr: 2.000e-03, eta: 14:42:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9203, loss_cls: 0.9131, loss: 0.9131, grad_norm: 4.1537 2021-06-18 02:41:53,193 - mmaction - INFO - Epoch [52][1860/1879] lr: 2.000e-03, eta: 14:42:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.9347, loss: 0.9347, grad_norm: 4.2848 2021-06-18 02:42:04,834 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-06-18 02:43:23,306 - mmaction - INFO - Epoch [53][20/1879] lr: 2.000e-03, eta: 14:42:34, time: 3.856, data_time: 3.181, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9230, loss_cls: 0.8880, loss: 0.8880, grad_norm: 4.1348 2021-06-18 02:43:34,458 - mmaction - INFO - Epoch [53][40/1879] lr: 2.000e-03, eta: 14:42:22, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9113, loss_cls: 0.9590, loss: 0.9590, grad_norm: 4.1837 2021-06-18 02:43:45,617 - mmaction - INFO - Epoch [53][60/1879] lr: 2.000e-03, eta: 14:42:09, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9230, loss_cls: 0.8703, loss: 0.8703, grad_norm: 3.9650 2021-06-18 02:43:56,768 - mmaction - INFO - Epoch [53][80/1879] lr: 2.000e-03, eta: 14:41:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9176, loss_cls: 0.9422, loss: 0.9422, grad_norm: 4.1604 2021-06-18 02:44:07,927 - mmaction - INFO - Epoch [53][100/1879] lr: 2.000e-03, eta: 14:41:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9184, loss_cls: 0.9034, loss: 0.9034, grad_norm: 4.0796 2021-06-18 02:44:19,071 - mmaction - INFO - Epoch [53][120/1879] lr: 2.000e-03, eta: 14:41:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9105, loss_cls: 0.9496, loss: 0.9496, grad_norm: 4.2107 2021-06-18 02:44:30,209 - mmaction - INFO - Epoch [53][140/1879] lr: 2.000e-03, eta: 14:41:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9207, loss_cls: 0.9054, loss: 0.9054, grad_norm: 4.2025 2021-06-18 02:44:41,371 - mmaction - INFO - Epoch [53][160/1879] lr: 2.000e-03, eta: 14:41:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9230, loss_cls: 0.9064, loss: 0.9064, grad_norm: 4.1052 2021-06-18 02:44:52,502 - mmaction - INFO - Epoch [53][180/1879] lr: 2.000e-03, eta: 14:40:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9215, loss_cls: 0.9252, loss: 0.9252, grad_norm: 4.2368 2021-06-18 02:45:03,726 - mmaction - INFO - Epoch [53][200/1879] lr: 2.000e-03, eta: 14:40:43, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9313, loss_cls: 0.8721, loss: 0.8721, grad_norm: 4.1234 2021-06-18 02:45:14,803 - mmaction - INFO - Epoch [53][220/1879] lr: 2.000e-03, eta: 14:40:31, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9215, loss: 0.9215, grad_norm: 4.2161 2021-06-18 02:45:25,955 - mmaction - INFO - Epoch [53][240/1879] lr: 2.000e-03, eta: 14:40:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.8872, loss: 0.8872, grad_norm: 4.0974 2021-06-18 02:45:37,082 - mmaction - INFO - Epoch [53][260/1879] lr: 2.000e-03, eta: 14:40:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.8945, loss: 0.8945, grad_norm: 4.1660 2021-06-18 02:45:48,230 - mmaction - INFO - Epoch [53][280/1879] lr: 2.000e-03, eta: 14:39:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9184, loss_cls: 0.9127, loss: 0.9127, grad_norm: 4.0815 2021-06-18 02:45:59,377 - mmaction - INFO - Epoch [53][300/1879] lr: 2.000e-03, eta: 14:39:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.9124, loss: 0.9124, grad_norm: 4.0283 2021-06-18 02:46:10,511 - mmaction - INFO - Epoch [53][320/1879] lr: 2.000e-03, eta: 14:39:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8443, loss: 0.8443, grad_norm: 4.0446 2021-06-18 02:46:21,630 - mmaction - INFO - Epoch [53][340/1879] lr: 2.000e-03, eta: 14:39:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9166, loss: 0.9166, grad_norm: 4.1360 2021-06-18 02:46:32,775 - mmaction - INFO - Epoch [53][360/1879] lr: 2.000e-03, eta: 14:39:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7441, top5_acc: 0.9164, loss_cls: 0.9424, loss: 0.9424, grad_norm: 4.2595 2021-06-18 02:46:43,911 - mmaction - INFO - Epoch [53][380/1879] lr: 2.000e-03, eta: 14:38:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8869, loss: 0.8869, grad_norm: 4.1538 2021-06-18 02:46:55,063 - mmaction - INFO - Epoch [53][400/1879] lr: 2.000e-03, eta: 14:38:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9102, loss_cls: 0.9812, loss: 0.9812, grad_norm: 4.2683 2021-06-18 02:47:06,193 - mmaction - INFO - Epoch [53][420/1879] lr: 2.000e-03, eta: 14:38:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9270, loss_cls: 0.8545, loss: 0.8545, grad_norm: 4.0575 2021-06-18 02:47:17,366 - mmaction - INFO - Epoch [53][440/1879] lr: 2.000e-03, eta: 14:38:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9125, loss_cls: 0.9342, loss: 0.9342, grad_norm: 4.1732 2021-06-18 02:47:28,507 - mmaction - INFO - Epoch [53][460/1879] lr: 2.000e-03, eta: 14:38:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9524, loss: 0.9524, grad_norm: 4.2822 2021-06-18 02:47:39,644 - mmaction - INFO - Epoch [53][480/1879] lr: 2.000e-03, eta: 14:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9184, loss_cls: 0.9236, loss: 0.9236, grad_norm: 4.1497 2021-06-18 02:47:50,793 - mmaction - INFO - Epoch [53][500/1879] lr: 2.000e-03, eta: 14:37:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9168, loss_cls: 0.8951, loss: 0.8951, grad_norm: 4.1141 2021-06-18 02:48:01,940 - mmaction - INFO - Epoch [53][520/1879] lr: 2.000e-03, eta: 14:37:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9207, loss_cls: 0.8789, loss: 0.8789, grad_norm: 4.0976 2021-06-18 02:48:13,101 - mmaction - INFO - Epoch [53][540/1879] lr: 2.000e-03, eta: 14:37:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9316, loss_cls: 0.8775, loss: 0.8775, grad_norm: 4.1703 2021-06-18 02:48:24,252 - mmaction - INFO - Epoch [53][560/1879] lr: 2.000e-03, eta: 14:37:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9191, loss_cls: 0.9337, loss: 0.9337, grad_norm: 4.1444 2021-06-18 02:48:35,395 - mmaction - INFO - Epoch [53][580/1879] lr: 2.000e-03, eta: 14:36:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9195, loss_cls: 0.9417, loss: 0.9417, grad_norm: 4.2482 2021-06-18 02:48:46,541 - mmaction - INFO - Epoch [53][600/1879] lr: 2.000e-03, eta: 14:36:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9171, loss: 0.9171, grad_norm: 4.1203 2021-06-18 02:48:57,690 - mmaction - INFO - Epoch [53][620/1879] lr: 2.000e-03, eta: 14:36:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9215, loss_cls: 0.8933, loss: 0.8933, grad_norm: 4.0960 2021-06-18 02:49:08,836 - mmaction - INFO - Epoch [53][640/1879] lr: 2.000e-03, eta: 14:36:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9156, loss_cls: 0.9677, loss: 0.9677, grad_norm: 4.2368 2021-06-18 02:49:19,983 - mmaction - INFO - Epoch [53][660/1879] lr: 2.000e-03, eta: 14:36:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9286, loss: 0.9286, grad_norm: 4.2591 2021-06-18 02:49:31,127 - mmaction - INFO - Epoch [53][680/1879] lr: 2.000e-03, eta: 14:35:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9126, loss: 0.9126, grad_norm: 4.2037 2021-06-18 02:49:42,275 - mmaction - INFO - Epoch [53][700/1879] lr: 2.000e-03, eta: 14:35:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9219, loss_cls: 0.9353, loss: 0.9353, grad_norm: 4.1945 2021-06-18 02:49:53,417 - mmaction - INFO - Epoch [53][720/1879] lr: 2.000e-03, eta: 14:35:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9191, loss_cls: 0.8949, loss: 0.8949, grad_norm: 4.0353 2021-06-18 02:50:04,584 - mmaction - INFO - Epoch [53][740/1879] lr: 2.000e-03, eta: 14:35:12, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9199, loss_cls: 0.9442, loss: 0.9442, grad_norm: 4.2406 2021-06-18 02:50:15,774 - mmaction - INFO - Epoch [53][760/1879] lr: 2.000e-03, eta: 14:34:59, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9219, loss_cls: 0.8894, loss: 0.8894, grad_norm: 4.0990 2021-06-18 02:50:26,924 - mmaction - INFO - Epoch [53][780/1879] lr: 2.000e-03, eta: 14:34:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9293, loss_cls: 0.8490, loss: 0.8490, grad_norm: 4.0616 2021-06-18 02:50:38,112 - mmaction - INFO - Epoch [53][800/1879] lr: 2.000e-03, eta: 14:34:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8842, loss: 0.8842, grad_norm: 4.1290 2021-06-18 02:50:49,277 - mmaction - INFO - Epoch [53][820/1879] lr: 2.000e-03, eta: 14:34:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9164, loss_cls: 0.9379, loss: 0.9379, grad_norm: 4.1824 2021-06-18 02:51:00,394 - mmaction - INFO - Epoch [53][840/1879] lr: 2.000e-03, eta: 14:34:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9168, loss_cls: 0.8955, loss: 0.8955, grad_norm: 4.1568 2021-06-18 02:51:11,533 - mmaction - INFO - Epoch [53][860/1879] lr: 2.000e-03, eta: 14:33:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8857, loss: 0.8857, grad_norm: 4.1139 2021-06-18 02:51:22,666 - mmaction - INFO - Epoch [53][880/1879] lr: 2.000e-03, eta: 14:33:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9070, loss_cls: 0.9470, loss: 0.9470, grad_norm: 4.1481 2021-06-18 02:51:33,818 - mmaction - INFO - Epoch [53][900/1879] lr: 2.000e-03, eta: 14:33:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9440, loss: 0.9440, grad_norm: 4.3061 2021-06-18 02:51:44,960 - mmaction - INFO - Epoch [53][920/1879] lr: 2.000e-03, eta: 14:33:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.9082, loss: 0.9082, grad_norm: 4.1340 2021-06-18 02:51:56,100 - mmaction - INFO - Epoch [53][940/1879] lr: 2.000e-03, eta: 14:33:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9389, loss: 0.9389, grad_norm: 4.2351 2021-06-18 02:52:07,238 - mmaction - INFO - Epoch [53][960/1879] lr: 2.000e-03, eta: 14:32:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9160, loss_cls: 0.9377, loss: 0.9377, grad_norm: 4.1645 2021-06-18 02:52:18,375 - mmaction - INFO - Epoch [53][980/1879] lr: 2.000e-03, eta: 14:32:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.8762, loss: 0.8762, grad_norm: 4.1999 2021-06-18 02:52:29,521 - mmaction - INFO - Epoch [53][1000/1879] lr: 2.000e-03, eta: 14:32:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9203, loss_cls: 0.9278, loss: 0.9278, grad_norm: 4.2341 2021-06-18 02:52:40,667 - mmaction - INFO - Epoch [53][1020/1879] lr: 2.000e-03, eta: 14:32:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9211, loss_cls: 0.9453, loss: 0.9453, grad_norm: 4.2903 2021-06-18 02:52:51,818 - mmaction - INFO - Epoch [53][1040/1879] lr: 2.000e-03, eta: 14:32:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 0.9798, loss: 0.9798, grad_norm: 4.2559 2021-06-18 02:53:02,955 - mmaction - INFO - Epoch [53][1060/1879] lr: 2.000e-03, eta: 14:31:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9258, loss_cls: 0.8902, loss: 0.8902, grad_norm: 4.1075 2021-06-18 02:53:14,065 - mmaction - INFO - Epoch [53][1080/1879] lr: 2.000e-03, eta: 14:31:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9180, loss_cls: 0.9188, loss: 0.9188, grad_norm: 4.1119 2021-06-18 02:53:25,213 - mmaction - INFO - Epoch [53][1100/1879] lr: 2.000e-03, eta: 14:31:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9176, loss_cls: 0.9206, loss: 0.9206, grad_norm: 4.2228 2021-06-18 02:53:36,365 - mmaction - INFO - Epoch [53][1120/1879] lr: 2.000e-03, eta: 14:31:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9160, loss_cls: 0.9419, loss: 0.9419, grad_norm: 4.2929 2021-06-18 02:53:47,517 - mmaction - INFO - Epoch [53][1140/1879] lr: 2.000e-03, eta: 14:31:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9146, loss: 0.9146, grad_norm: 4.2577 2021-06-18 02:53:58,647 - mmaction - INFO - Epoch [53][1160/1879] lr: 2.000e-03, eta: 14:30:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9305, loss_cls: 0.8662, loss: 0.8662, grad_norm: 4.1947 2021-06-18 02:54:09,796 - mmaction - INFO - Epoch [53][1180/1879] lr: 2.000e-03, eta: 14:30:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9109, loss_cls: 0.9582, loss: 0.9582, grad_norm: 4.2753 2021-06-18 02:54:20,926 - mmaction - INFO - Epoch [53][1200/1879] lr: 2.000e-03, eta: 14:30:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9055, loss: 0.9055, grad_norm: 4.2156 2021-06-18 02:54:32,075 - mmaction - INFO - Epoch [53][1220/1879] lr: 2.000e-03, eta: 14:30:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9109, loss_cls: 0.9317, loss: 0.9317, grad_norm: 4.1643 2021-06-18 02:54:43,216 - mmaction - INFO - Epoch [53][1240/1879] lr: 2.000e-03, eta: 14:30:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9227, loss_cls: 0.8789, loss: 0.8789, grad_norm: 4.1273 2021-06-18 02:54:54,364 - mmaction - INFO - Epoch [53][1260/1879] lr: 2.000e-03, eta: 14:29:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9203, loss_cls: 0.8865, loss: 0.8865, grad_norm: 4.0552 2021-06-18 02:55:05,513 - mmaction - INFO - Epoch [53][1280/1879] lr: 2.000e-03, eta: 14:29:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9258, loss_cls: 0.9026, loss: 0.9026, grad_norm: 4.1727 2021-06-18 02:55:16,645 - mmaction - INFO - Epoch [53][1300/1879] lr: 2.000e-03, eta: 14:29:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9262, loss_cls: 0.8582, loss: 0.8582, grad_norm: 4.0253 2021-06-18 02:55:27,808 - mmaction - INFO - Epoch [53][1320/1879] lr: 2.000e-03, eta: 14:29:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9133, loss_cls: 0.9379, loss: 0.9379, grad_norm: 4.1833 2021-06-18 02:55:38,905 - mmaction - INFO - Epoch [53][1340/1879] lr: 2.000e-03, eta: 14:29:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9220, loss: 0.9220, grad_norm: 4.2404 2021-06-18 02:55:50,048 - mmaction - INFO - Epoch [53][1360/1879] lr: 2.000e-03, eta: 14:28:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9098, loss_cls: 0.9298, loss: 0.9298, grad_norm: 4.1404 2021-06-18 02:56:01,200 - mmaction - INFO - Epoch [53][1380/1879] lr: 2.000e-03, eta: 14:28:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9121, loss_cls: 0.9409, loss: 0.9409, grad_norm: 4.2696 2021-06-18 02:56:12,337 - mmaction - INFO - Epoch [53][1400/1879] lr: 2.000e-03, eta: 14:28:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9109, loss_cls: 0.9558, loss: 0.9558, grad_norm: 4.2200 2021-06-18 02:56:23,544 - mmaction - INFO - Epoch [53][1420/1879] lr: 2.000e-03, eta: 14:28:14, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9242, loss_cls: 0.8886, loss: 0.8886, grad_norm: 4.0703 2021-06-18 02:56:34,641 - mmaction - INFO - Epoch [53][1440/1879] lr: 2.000e-03, eta: 14:28:02, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7512, top5_acc: 0.9133, loss_cls: 0.9823, loss: 0.9823, grad_norm: 4.3119 2021-06-18 02:56:45,786 - mmaction - INFO - Epoch [53][1460/1879] lr: 2.000e-03, eta: 14:27:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9361, loss: 0.9361, grad_norm: 4.2080 2021-06-18 02:56:56,935 - mmaction - INFO - Epoch [53][1480/1879] lr: 2.000e-03, eta: 14:27:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9184, loss_cls: 0.9210, loss: 0.9210, grad_norm: 4.1702 2021-06-18 02:57:08,082 - mmaction - INFO - Epoch [53][1500/1879] lr: 2.000e-03, eta: 14:27:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9195, loss_cls: 0.9216, loss: 0.9216, grad_norm: 4.2195 2021-06-18 02:57:19,225 - mmaction - INFO - Epoch [53][1520/1879] lr: 2.000e-03, eta: 14:27:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9191, loss_cls: 0.9066, loss: 0.9066, grad_norm: 4.1343 2021-06-18 02:57:30,380 - mmaction - INFO - Epoch [53][1540/1879] lr: 2.000e-03, eta: 14:27:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9145, loss_cls: 0.9367, loss: 0.9367, grad_norm: 4.2353 2021-06-18 02:57:41,529 - mmaction - INFO - Epoch [53][1560/1879] lr: 2.000e-03, eta: 14:26:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9195, loss_cls: 0.8961, loss: 0.8961, grad_norm: 4.1804 2021-06-18 02:57:52,698 - mmaction - INFO - Epoch [53][1580/1879] lr: 2.000e-03, eta: 14:26:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9176, loss_cls: 0.9460, loss: 0.9460, grad_norm: 4.2378 2021-06-18 02:58:03,843 - mmaction - INFO - Epoch [53][1600/1879] lr: 2.000e-03, eta: 14:26:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.8980, loss: 0.8980, grad_norm: 4.1176 2021-06-18 02:58:14,969 - mmaction - INFO - Epoch [53][1620/1879] lr: 2.000e-03, eta: 14:26:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9230, loss_cls: 0.8904, loss: 0.8904, grad_norm: 4.0795 2021-06-18 02:58:26,095 - mmaction - INFO - Epoch [53][1640/1879] lr: 2.000e-03, eta: 14:25:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9148, loss_cls: 0.9264, loss: 0.9264, grad_norm: 4.1913 2021-06-18 02:58:37,231 - mmaction - INFO - Epoch [53][1660/1879] lr: 2.000e-03, eta: 14:25:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9137, loss_cls: 0.9443, loss: 0.9443, grad_norm: 4.2336 2021-06-18 02:58:48,365 - mmaction - INFO - Epoch [53][1680/1879] lr: 2.000e-03, eta: 14:25:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9082, loss_cls: 1.0035, loss: 1.0035, grad_norm: 4.4130 2021-06-18 02:58:59,528 - mmaction - INFO - Epoch [53][1700/1879] lr: 2.000e-03, eta: 14:25:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7465, top5_acc: 0.9082, loss_cls: 0.9978, loss: 0.9978, grad_norm: 4.3574 2021-06-18 02:59:10,680 - mmaction - INFO - Epoch [53][1720/1879] lr: 2.000e-03, eta: 14:25:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9242, loss_cls: 0.9092, loss: 0.9092, grad_norm: 4.2716 2021-06-18 02:59:21,823 - mmaction - INFO - Epoch [53][1740/1879] lr: 2.000e-03, eta: 14:24:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9207, loss_cls: 0.9079, loss: 0.9079, grad_norm: 4.2177 2021-06-18 02:59:32,970 - mmaction - INFO - Epoch [53][1760/1879] lr: 2.000e-03, eta: 14:24:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9207, loss_cls: 0.9610, loss: 0.9610, grad_norm: 4.3192 2021-06-18 02:59:44,112 - mmaction - INFO - Epoch [53][1780/1879] lr: 2.000e-03, eta: 14:24:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9121, loss_cls: 0.9568, loss: 0.9568, grad_norm: 4.2799 2021-06-18 02:59:55,264 - mmaction - INFO - Epoch [53][1800/1879] lr: 2.000e-03, eta: 14:24:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9227, loss_cls: 0.9328, loss: 0.9328, grad_norm: 4.2708 2021-06-18 03:00:06,441 - mmaction - INFO - Epoch [53][1820/1879] lr: 2.000e-03, eta: 14:24:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9180, loss_cls: 0.9116, loss: 0.9116, grad_norm: 4.1871 2021-06-18 03:00:17,572 - mmaction - INFO - Epoch [53][1840/1879] lr: 2.000e-03, eta: 14:23:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9145, loss_cls: 0.9685, loss: 0.9685, grad_norm: 4.3225 2021-06-18 03:00:28,698 - mmaction - INFO - Epoch [53][1860/1879] lr: 2.000e-03, eta: 14:23:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9203, loss: 0.9203, grad_norm: 4.2279 2021-06-18 03:00:40,720 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-06-18 03:01:56,905 - mmaction - INFO - Epoch [54][20/1879] lr: 2.000e-03, eta: 14:24:08, time: 3.756, data_time: 3.164, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9156, loss_cls: 0.9236, loss: 0.9236, grad_norm: 4.1908 2021-06-18 03:02:08,050 - mmaction - INFO - Epoch [54][40/1879] lr: 2.000e-03, eta: 14:23:56, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9262, loss_cls: 0.9256, loss: 0.9256, grad_norm: 4.1933 2021-06-18 03:02:19,166 - mmaction - INFO - Epoch [54][60/1879] lr: 2.000e-03, eta: 14:23:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9266, loss_cls: 0.8551, loss: 0.8551, grad_norm: 4.1369 2021-06-18 03:02:30,275 - mmaction - INFO - Epoch [54][80/1879] lr: 2.000e-03, eta: 14:23:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9199, loss_cls: 0.9331, loss: 0.9331, grad_norm: 4.1646 2021-06-18 03:02:41,407 - mmaction - INFO - Epoch [54][100/1879] lr: 2.000e-03, eta: 14:23:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8703, loss: 0.8703, grad_norm: 4.1366 2021-06-18 03:02:52,537 - mmaction - INFO - Epoch [54][120/1879] lr: 2.000e-03, eta: 14:23:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9234, loss_cls: 0.8740, loss: 0.8740, grad_norm: 4.0988 2021-06-18 03:03:03,680 - mmaction - INFO - Epoch [54][140/1879] lr: 2.000e-03, eta: 14:22:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9176, loss_cls: 0.9115, loss: 0.9115, grad_norm: 4.1129 2021-06-18 03:03:14,819 - mmaction - INFO - Epoch [54][160/1879] lr: 2.000e-03, eta: 14:22:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9361, loss: 0.9361, grad_norm: 4.3287 2021-06-18 03:03:25,986 - mmaction - INFO - Epoch [54][180/1879] lr: 2.000e-03, eta: 14:22:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9137, loss_cls: 0.9419, loss: 0.9419, grad_norm: 4.2213 2021-06-18 03:03:37,146 - mmaction - INFO - Epoch [54][200/1879] lr: 2.000e-03, eta: 14:22:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8831, loss: 0.8831, grad_norm: 4.1123 2021-06-18 03:03:48,293 - mmaction - INFO - Epoch [54][220/1879] lr: 2.000e-03, eta: 14:22:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9689, loss: 0.9689, grad_norm: 4.2501 2021-06-18 03:03:59,434 - mmaction - INFO - Epoch [54][240/1879] lr: 2.000e-03, eta: 14:21:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9109, loss_cls: 0.9835, loss: 0.9835, grad_norm: 4.3508 2021-06-18 03:04:10,570 - mmaction - INFO - Epoch [54][260/1879] lr: 2.000e-03, eta: 14:21:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9238, loss_cls: 0.9107, loss: 0.9107, grad_norm: 4.2750 2021-06-18 03:04:21,698 - mmaction - INFO - Epoch [54][280/1879] lr: 2.000e-03, eta: 14:21:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9191, loss_cls: 0.9177, loss: 0.9177, grad_norm: 4.2698 2021-06-18 03:04:32,856 - mmaction - INFO - Epoch [54][300/1879] lr: 2.000e-03, eta: 14:21:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9211, loss_cls: 0.8791, loss: 0.8791, grad_norm: 4.0262 2021-06-18 03:04:44,011 - mmaction - INFO - Epoch [54][320/1879] lr: 2.000e-03, eta: 14:21:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9168, loss_cls: 0.9377, loss: 0.9377, grad_norm: 4.2571 2021-06-18 03:04:55,140 - mmaction - INFO - Epoch [54][340/1879] lr: 2.000e-03, eta: 14:20:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9191, loss_cls: 0.8788, loss: 0.8788, grad_norm: 4.1212 2021-06-18 03:05:06,416 - mmaction - INFO - Epoch [54][360/1879] lr: 2.000e-03, eta: 14:20:39, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9242, loss_cls: 0.8918, loss: 0.8918, grad_norm: 4.1457 2021-06-18 03:05:17,558 - mmaction - INFO - Epoch [54][380/1879] lr: 2.000e-03, eta: 14:20:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9105, loss_cls: 0.9660, loss: 0.9660, grad_norm: 4.2172 2021-06-18 03:05:28,721 - mmaction - INFO - Epoch [54][400/1879] lr: 2.000e-03, eta: 14:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9215, loss_cls: 0.8713, loss: 0.8713, grad_norm: 4.0770 2021-06-18 03:05:39,884 - mmaction - INFO - Epoch [54][420/1879] lr: 2.000e-03, eta: 14:20:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8804, loss: 0.8804, grad_norm: 4.1953 2021-06-18 03:05:51,033 - mmaction - INFO - Epoch [54][440/1879] lr: 2.000e-03, eta: 14:19:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9199, loss_cls: 0.8695, loss: 0.8695, grad_norm: 4.1657 2021-06-18 03:06:02,216 - mmaction - INFO - Epoch [54][460/1879] lr: 2.000e-03, eta: 14:19:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9152, loss_cls: 0.9218, loss: 0.9218, grad_norm: 4.2153 2021-06-18 03:06:13,368 - mmaction - INFO - Epoch [54][480/1879] lr: 2.000e-03, eta: 14:19:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9137, loss_cls: 0.9599, loss: 0.9599, grad_norm: 4.3647 2021-06-18 03:06:24,504 - mmaction - INFO - Epoch [54][500/1879] lr: 2.000e-03, eta: 14:19:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9160, loss_cls: 0.9421, loss: 0.9421, grad_norm: 4.1493 2021-06-18 03:06:35,645 - mmaction - INFO - Epoch [54][520/1879] lr: 2.000e-03, eta: 14:19:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.9029, loss: 0.9029, grad_norm: 4.1983 2021-06-18 03:06:46,796 - mmaction - INFO - Epoch [54][540/1879] lr: 2.000e-03, eta: 14:18:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9199, loss_cls: 0.8787, loss: 0.8787, grad_norm: 4.1121 2021-06-18 03:06:57,940 - mmaction - INFO - Epoch [54][560/1879] lr: 2.000e-03, eta: 14:18:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9184, loss_cls: 0.9030, loss: 0.9030, grad_norm: 4.1350 2021-06-18 03:07:09,083 - mmaction - INFO - Epoch [54][580/1879] lr: 2.000e-03, eta: 14:18:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9281, loss_cls: 0.8775, loss: 0.8775, grad_norm: 4.2087 2021-06-18 03:07:20,207 - mmaction - INFO - Epoch [54][600/1879] lr: 2.000e-03, eta: 14:18:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9176, loss_cls: 0.8937, loss: 0.8937, grad_norm: 4.1341 2021-06-18 03:07:31,364 - mmaction - INFO - Epoch [54][620/1879] lr: 2.000e-03, eta: 14:18:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9246, loss_cls: 0.8814, loss: 0.8814, grad_norm: 4.1982 2021-06-18 03:07:42,515 - mmaction - INFO - Epoch [54][640/1879] lr: 2.000e-03, eta: 14:17:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8725, loss: 0.8725, grad_norm: 4.0885 2021-06-18 03:07:53,667 - mmaction - INFO - Epoch [54][660/1879] lr: 2.000e-03, eta: 14:17:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8881, loss: 0.8881, grad_norm: 4.3143 2021-06-18 03:08:04,809 - mmaction - INFO - Epoch [54][680/1879] lr: 2.000e-03, eta: 14:17:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9172, loss_cls: 0.9408, loss: 0.9408, grad_norm: 4.3100 2021-06-18 03:08:15,945 - mmaction - INFO - Epoch [54][700/1879] lr: 2.000e-03, eta: 14:17:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9207, loss_cls: 0.8880, loss: 0.8880, grad_norm: 4.2209 2021-06-18 03:08:27,083 - mmaction - INFO - Epoch [54][720/1879] lr: 2.000e-03, eta: 14:16:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7527, top5_acc: 0.9031, loss_cls: 0.9875, loss: 0.9875, grad_norm: 4.2985 2021-06-18 03:08:38,231 - mmaction - INFO - Epoch [54][740/1879] lr: 2.000e-03, eta: 14:16:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9234, loss_cls: 0.8314, loss: 0.8314, grad_norm: 4.0329 2021-06-18 03:08:49,379 - mmaction - INFO - Epoch [54][760/1879] lr: 2.000e-03, eta: 14:16:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9191, loss_cls: 0.9400, loss: 0.9400, grad_norm: 4.3050 2021-06-18 03:09:00,530 - mmaction - INFO - Epoch [54][780/1879] lr: 2.000e-03, eta: 14:16:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9270, loss_cls: 0.8528, loss: 0.8528, grad_norm: 4.0943 2021-06-18 03:09:11,669 - mmaction - INFO - Epoch [54][800/1879] lr: 2.000e-03, eta: 14:16:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9078, loss_cls: 0.9515, loss: 0.9515, grad_norm: 4.3230 2021-06-18 03:09:22,799 - mmaction - INFO - Epoch [54][820/1879] lr: 2.000e-03, eta: 14:15:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9199, loss_cls: 0.9213, loss: 0.9213, grad_norm: 4.2276 2021-06-18 03:09:33,939 - mmaction - INFO - Epoch [54][840/1879] lr: 2.000e-03, eta: 14:15:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9201, loss: 0.9201, grad_norm: 4.2593 2021-06-18 03:09:45,081 - mmaction - INFO - Epoch [54][860/1879] lr: 2.000e-03, eta: 14:15:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9227, loss_cls: 0.8965, loss: 0.8965, grad_norm: 4.1059 2021-06-18 03:09:56,222 - mmaction - INFO - Epoch [54][880/1879] lr: 2.000e-03, eta: 14:15:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9145, loss_cls: 0.9348, loss: 0.9348, grad_norm: 4.2524 2021-06-18 03:10:07,364 - mmaction - INFO - Epoch [54][900/1879] lr: 2.000e-03, eta: 14:15:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9168, loss_cls: 0.9399, loss: 0.9399, grad_norm: 4.2470 2021-06-18 03:10:18,493 - mmaction - INFO - Epoch [54][920/1879] lr: 2.000e-03, eta: 14:14:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9190, loss: 0.9190, grad_norm: 4.2901 2021-06-18 03:10:29,641 - mmaction - INFO - Epoch [54][940/1879] lr: 2.000e-03, eta: 14:14:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9125, loss_cls: 0.9533, loss: 0.9533, grad_norm: 4.2753 2021-06-18 03:10:40,789 - mmaction - INFO - Epoch [54][960/1879] lr: 2.000e-03, eta: 14:14:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9133, loss_cls: 0.9603, loss: 0.9603, grad_norm: 4.2524 2021-06-18 03:10:51,940 - mmaction - INFO - Epoch [54][980/1879] lr: 2.000e-03, eta: 14:14:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9349, loss: 0.9349, grad_norm: 4.2879 2021-06-18 03:11:03,126 - mmaction - INFO - Epoch [54][1000/1879] lr: 2.000e-03, eta: 14:14:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9246, loss_cls: 0.8729, loss: 0.8729, grad_norm: 4.0885 2021-06-18 03:11:14,224 - mmaction - INFO - Epoch [54][1020/1879] lr: 2.000e-03, eta: 14:13:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9254, loss_cls: 0.8968, loss: 0.8968, grad_norm: 4.2225 2021-06-18 03:11:25,371 - mmaction - INFO - Epoch [54][1040/1879] lr: 2.000e-03, eta: 14:13:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7410, top5_acc: 0.9109, loss_cls: 0.9564, loss: 0.9564, grad_norm: 4.3600 2021-06-18 03:11:36,530 - mmaction - INFO - Epoch [54][1060/1879] lr: 2.000e-03, eta: 14:13:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9270, loss_cls: 0.8845, loss: 0.8845, grad_norm: 4.1417 2021-06-18 03:11:47,672 - mmaction - INFO - Epoch [54][1080/1879] lr: 2.000e-03, eta: 14:13:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9145, loss_cls: 0.9713, loss: 0.9713, grad_norm: 4.3650 2021-06-18 03:11:58,823 - mmaction - INFO - Epoch [54][1100/1879] lr: 2.000e-03, eta: 14:13:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9148, loss_cls: 0.9615, loss: 0.9615, grad_norm: 4.3754 2021-06-18 03:12:09,960 - mmaction - INFO - Epoch [54][1120/1879] lr: 2.000e-03, eta: 14:12:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9254, loss_cls: 0.8977, loss: 0.8977, grad_norm: 4.2761 2021-06-18 03:12:21,098 - mmaction - INFO - Epoch [54][1140/1879] lr: 2.000e-03, eta: 14:12:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9180, loss_cls: 0.8799, loss: 0.8799, grad_norm: 4.1058 2021-06-18 03:12:32,248 - mmaction - INFO - Epoch [54][1160/1879] lr: 2.000e-03, eta: 14:12:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9128, loss: 0.9128, grad_norm: 4.2714 2021-06-18 03:12:43,391 - mmaction - INFO - Epoch [54][1180/1879] lr: 2.000e-03, eta: 14:12:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9109, loss_cls: 0.9480, loss: 0.9480, grad_norm: 4.3114 2021-06-18 03:12:54,550 - mmaction - INFO - Epoch [54][1200/1879] lr: 2.000e-03, eta: 14:12:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8749, loss: 0.8749, grad_norm: 4.1444 2021-06-18 03:13:05,695 - mmaction - INFO - Epoch [54][1220/1879] lr: 2.000e-03, eta: 14:11:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9273, loss_cls: 0.8797, loss: 0.8797, grad_norm: 4.1766 2021-06-18 03:13:16,834 - mmaction - INFO - Epoch [54][1240/1879] lr: 2.000e-03, eta: 14:11:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9645, loss: 0.9645, grad_norm: 4.2866 2021-06-18 03:13:27,973 - mmaction - INFO - Epoch [54][1260/1879] lr: 2.000e-03, eta: 14:11:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9246, loss_cls: 0.8850, loss: 0.8850, grad_norm: 4.1411 2021-06-18 03:13:39,131 - mmaction - INFO - Epoch [54][1280/1879] lr: 2.000e-03, eta: 14:11:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9148, loss_cls: 0.8945, loss: 0.8945, grad_norm: 4.1531 2021-06-18 03:13:50,268 - mmaction - INFO - Epoch [54][1300/1879] lr: 2.000e-03, eta: 14:11:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9207, loss_cls: 0.8703, loss: 0.8703, grad_norm: 4.0946 2021-06-18 03:14:01,403 - mmaction - INFO - Epoch [54][1320/1879] lr: 2.000e-03, eta: 14:10:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9199, loss_cls: 0.9293, loss: 0.9293, grad_norm: 4.2426 2021-06-18 03:14:12,537 - mmaction - INFO - Epoch [54][1340/1879] lr: 2.000e-03, eta: 14:10:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9191, loss_cls: 0.9079, loss: 0.9079, grad_norm: 4.2513 2021-06-18 03:14:23,696 - mmaction - INFO - Epoch [54][1360/1879] lr: 2.000e-03, eta: 14:10:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9383, loss: 0.9383, grad_norm: 4.3038 2021-06-18 03:14:34,835 - mmaction - INFO - Epoch [54][1380/1879] lr: 2.000e-03, eta: 14:10:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9191, loss_cls: 0.9436, loss: 0.9436, grad_norm: 4.2176 2021-06-18 03:14:46,004 - mmaction - INFO - Epoch [54][1400/1879] lr: 2.000e-03, eta: 14:10:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9184, loss_cls: 0.8749, loss: 0.8749, grad_norm: 4.1766 2021-06-18 03:14:57,139 - mmaction - INFO - Epoch [54][1420/1879] lr: 2.000e-03, eta: 14:09:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8629, loss: 0.8629, grad_norm: 4.2471 2021-06-18 03:15:08,285 - mmaction - INFO - Epoch [54][1440/1879] lr: 2.000e-03, eta: 14:09:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9187, loss_cls: 0.9287, loss: 0.9287, grad_norm: 4.2811 2021-06-18 03:15:19,419 - mmaction - INFO - Epoch [54][1460/1879] lr: 2.000e-03, eta: 14:09:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9121, loss_cls: 0.9788, loss: 0.9788, grad_norm: 4.5274 2021-06-18 03:15:30,563 - mmaction - INFO - Epoch [54][1480/1879] lr: 2.000e-03, eta: 14:09:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9199, loss_cls: 0.9183, loss: 0.9183, grad_norm: 4.2633 2021-06-18 03:15:41,721 - mmaction - INFO - Epoch [54][1500/1879] lr: 2.000e-03, eta: 14:09:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9098, loss_cls: 0.9540, loss: 0.9540, grad_norm: 4.2939 2021-06-18 03:15:52,865 - mmaction - INFO - Epoch [54][1520/1879] lr: 2.000e-03, eta: 14:08:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.9011, loss: 0.9011, grad_norm: 4.2050 2021-06-18 03:16:04,013 - mmaction - INFO - Epoch [54][1540/1879] lr: 2.000e-03, eta: 14:08:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9180, loss_cls: 0.9077, loss: 0.9077, grad_norm: 4.3071 2021-06-18 03:16:15,137 - mmaction - INFO - Epoch [54][1560/1879] lr: 2.000e-03, eta: 14:08:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9223, loss_cls: 0.8938, loss: 0.8938, grad_norm: 4.2082 2021-06-18 03:16:26,235 - mmaction - INFO - Epoch [54][1580/1879] lr: 2.000e-03, eta: 14:08:12, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9230, loss_cls: 0.8946, loss: 0.8946, grad_norm: 4.2300 2021-06-18 03:16:37,372 - mmaction - INFO - Epoch [54][1600/1879] lr: 2.000e-03, eta: 14:07:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9250, loss_cls: 0.8703, loss: 0.8703, grad_norm: 4.1816 2021-06-18 03:16:48,504 - mmaction - INFO - Epoch [54][1620/1879] lr: 2.000e-03, eta: 14:07:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8653, loss: 0.8653, grad_norm: 4.2258 2021-06-18 03:16:59,647 - mmaction - INFO - Epoch [54][1640/1879] lr: 2.000e-03, eta: 14:07:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9289, loss_cls: 0.8954, loss: 0.8954, grad_norm: 4.2687 2021-06-18 03:17:10,775 - mmaction - INFO - Epoch [54][1660/1879] lr: 2.000e-03, eta: 14:07:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9340, loss: 0.9340, grad_norm: 4.3655 2021-06-18 03:17:21,902 - mmaction - INFO - Epoch [54][1680/1879] lr: 2.000e-03, eta: 14:07:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9281, loss_cls: 0.8831, loss: 0.8831, grad_norm: 4.2556 2021-06-18 03:17:33,024 - mmaction - INFO - Epoch [54][1700/1879] lr: 2.000e-03, eta: 14:06:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9129, loss_cls: 0.9338, loss: 0.9338, grad_norm: 4.3251 2021-06-18 03:17:44,152 - mmaction - INFO - Epoch [54][1720/1879] lr: 2.000e-03, eta: 14:06:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9700, loss: 0.9700, grad_norm: 4.3952 2021-06-18 03:17:55,292 - mmaction - INFO - Epoch [54][1740/1879] lr: 2.000e-03, eta: 14:06:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9145, loss_cls: 0.9321, loss: 0.9321, grad_norm: 4.2115 2021-06-18 03:18:06,432 - mmaction - INFO - Epoch [54][1760/1879] lr: 2.000e-03, eta: 14:06:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9230, loss_cls: 0.8923, loss: 0.8923, grad_norm: 4.3207 2021-06-18 03:18:17,569 - mmaction - INFO - Epoch [54][1780/1879] lr: 2.000e-03, eta: 14:06:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7504, top5_acc: 0.9094, loss_cls: 0.9729, loss: 0.9729, grad_norm: 4.3679 2021-06-18 03:18:28,709 - mmaction - INFO - Epoch [54][1800/1879] lr: 2.000e-03, eta: 14:05:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9230, loss_cls: 0.9007, loss: 0.9007, grad_norm: 4.2261 2021-06-18 03:18:39,827 - mmaction - INFO - Epoch [54][1820/1879] lr: 2.000e-03, eta: 14:05:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9262, loss_cls: 0.9277, loss: 0.9277, grad_norm: 4.3811 2021-06-18 03:18:50,967 - mmaction - INFO - Epoch [54][1840/1879] lr: 2.000e-03, eta: 14:05:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7426, top5_acc: 0.9219, loss_cls: 0.9646, loss: 0.9646, grad_norm: 4.4005 2021-06-18 03:19:02,093 - mmaction - INFO - Epoch [54][1860/1879] lr: 2.000e-03, eta: 14:05:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9227, loss_cls: 0.9082, loss: 0.9082, grad_norm: 4.3073 2021-06-18 03:19:14,293 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-06-18 03:20:36,140 - mmaction - INFO - Epoch [55][20/1879] lr: 2.000e-03, eta: 14:05:47, time: 4.058, data_time: 3.439, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9191, loss_cls: 0.9218, loss: 0.9218, grad_norm: 4.2597 2021-06-18 03:20:47,314 - mmaction - INFO - Epoch [55][40/1879] lr: 2.000e-03, eta: 14:05:35, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9173, loss: 0.9173, grad_norm: 4.1945 2021-06-18 03:20:58,435 - mmaction - INFO - Epoch [55][60/1879] lr: 2.000e-03, eta: 14:05:23, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9266, loss_cls: 0.8824, loss: 0.8824, grad_norm: 4.1488 2021-06-18 03:21:09,545 - mmaction - INFO - Epoch [55][80/1879] lr: 2.000e-03, eta: 14:05:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8765, loss: 0.8765, grad_norm: 4.0726 2021-06-18 03:21:20,643 - mmaction - INFO - Epoch [55][100/1879] lr: 2.000e-03, eta: 14:04:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9230, loss_cls: 0.8861, loss: 0.8861, grad_norm: 4.2175 2021-06-18 03:21:31,781 - mmaction - INFO - Epoch [55][120/1879] lr: 2.000e-03, eta: 14:04:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9215, loss_cls: 0.9132, loss: 0.9132, grad_norm: 4.2676 2021-06-18 03:21:42,933 - mmaction - INFO - Epoch [55][140/1879] lr: 2.000e-03, eta: 14:04:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9215, loss_cls: 0.8973, loss: 0.8973, grad_norm: 4.2328 2021-06-18 03:21:54,063 - mmaction - INFO - Epoch [55][160/1879] lr: 2.000e-03, eta: 14:04:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9153, loss: 0.9153, grad_norm: 4.2747 2021-06-18 03:22:05,208 - mmaction - INFO - Epoch [55][180/1879] lr: 2.000e-03, eta: 14:04:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9238, loss_cls: 0.8974, loss: 0.8974, grad_norm: 4.2413 2021-06-18 03:22:16,346 - mmaction - INFO - Epoch [55][200/1879] lr: 2.000e-03, eta: 14:03:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9254, loss_cls: 0.8780, loss: 0.8780, grad_norm: 4.2340 2021-06-18 03:22:27,491 - mmaction - INFO - Epoch [55][220/1879] lr: 2.000e-03, eta: 14:03:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.9105, loss: 0.9105, grad_norm: 4.2619 2021-06-18 03:22:38,610 - mmaction - INFO - Epoch [55][240/1879] lr: 2.000e-03, eta: 14:03:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9145, loss_cls: 0.9627, loss: 0.9627, grad_norm: 4.3922 2021-06-18 03:22:49,747 - mmaction - INFO - Epoch [55][260/1879] lr: 2.000e-03, eta: 14:03:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9195, loss_cls: 0.8976, loss: 0.8976, grad_norm: 4.1884 2021-06-18 03:23:00,894 - mmaction - INFO - Epoch [55][280/1879] lr: 2.000e-03, eta: 14:03:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9246, loss_cls: 0.8778, loss: 0.8778, grad_norm: 4.1324 2021-06-18 03:23:12,020 - mmaction - INFO - Epoch [55][300/1879] lr: 2.000e-03, eta: 14:02:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9191, loss_cls: 0.8771, loss: 0.8771, grad_norm: 4.1386 2021-06-18 03:23:23,160 - mmaction - INFO - Epoch [55][320/1879] lr: 2.000e-03, eta: 14:02:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.8838, loss: 0.8838, grad_norm: 4.1942 2021-06-18 03:23:34,287 - mmaction - INFO - Epoch [55][340/1879] lr: 2.000e-03, eta: 14:02:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9246, loss_cls: 0.9092, loss: 0.9092, grad_norm: 4.2930 2021-06-18 03:23:45,443 - mmaction - INFO - Epoch [55][360/1879] lr: 2.000e-03, eta: 14:02:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9303, loss: 0.9303, grad_norm: 4.2761 2021-06-18 03:23:56,588 - mmaction - INFO - Epoch [55][380/1879] lr: 2.000e-03, eta: 14:02:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9277, loss_cls: 0.8950, loss: 0.8950, grad_norm: 4.2573 2021-06-18 03:24:07,740 - mmaction - INFO - Epoch [55][400/1879] lr: 2.000e-03, eta: 14:01:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9195, loss_cls: 0.8997, loss: 0.8997, grad_norm: 4.3275 2021-06-18 03:24:18,888 - mmaction - INFO - Epoch [55][420/1879] lr: 2.000e-03, eta: 14:01:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8494, loss: 0.8494, grad_norm: 4.1409 2021-06-18 03:24:30,027 - mmaction - INFO - Epoch [55][440/1879] lr: 2.000e-03, eta: 14:01:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9238, loss_cls: 0.8952, loss: 0.8952, grad_norm: 4.2879 2021-06-18 03:24:41,166 - mmaction - INFO - Epoch [55][460/1879] lr: 2.000e-03, eta: 14:01:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9254, loss_cls: 0.8816, loss: 0.8816, grad_norm: 4.3301 2021-06-18 03:24:52,338 - mmaction - INFO - Epoch [55][480/1879] lr: 2.000e-03, eta: 14:01:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8673, loss: 0.8673, grad_norm: 4.1989 2021-06-18 03:25:03,592 - mmaction - INFO - Epoch [55][500/1879] lr: 2.000e-03, eta: 14:00:53, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9160, loss_cls: 0.9082, loss: 0.9082, grad_norm: 4.2126 2021-06-18 03:25:14,730 - mmaction - INFO - Epoch [55][520/1879] lr: 2.000e-03, eta: 14:00:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9207, loss_cls: 0.9035, loss: 0.9035, grad_norm: 4.3482 2021-06-18 03:25:25,881 - mmaction - INFO - Epoch [55][540/1879] lr: 2.000e-03, eta: 14:00:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9184, loss_cls: 0.9130, loss: 0.9130, grad_norm: 4.3287 2021-06-18 03:25:37,024 - mmaction - INFO - Epoch [55][560/1879] lr: 2.000e-03, eta: 14:00:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9207, loss_cls: 0.8836, loss: 0.8836, grad_norm: 4.2166 2021-06-18 03:25:48,180 - mmaction - INFO - Epoch [55][580/1879] lr: 2.000e-03, eta: 14:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9098, loss_cls: 0.9520, loss: 0.9520, grad_norm: 4.2836 2021-06-18 03:25:59,322 - mmaction - INFO - Epoch [55][600/1879] lr: 2.000e-03, eta: 13:59:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9001, loss: 0.9001, grad_norm: 4.2157 2021-06-18 03:26:10,462 - mmaction - INFO - Epoch [55][620/1879] lr: 2.000e-03, eta: 13:59:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9129, loss_cls: 0.9524, loss: 0.9524, grad_norm: 4.3703 2021-06-18 03:26:21,634 - mmaction - INFO - Epoch [55][640/1879] lr: 2.000e-03, eta: 13:59:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9145, loss_cls: 0.9168, loss: 0.9168, grad_norm: 4.2374 2021-06-18 03:26:32,791 - mmaction - INFO - Epoch [55][660/1879] lr: 2.000e-03, eta: 13:59:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9148, loss_cls: 0.9342, loss: 0.9342, grad_norm: 4.2100 2021-06-18 03:26:43,942 - mmaction - INFO - Epoch [55][680/1879] lr: 2.000e-03, eta: 13:59:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9277, loss_cls: 0.8887, loss: 0.8887, grad_norm: 4.2293 2021-06-18 03:26:55,091 - mmaction - INFO - Epoch [55][700/1879] lr: 2.000e-03, eta: 13:58:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9152, loss_cls: 0.9317, loss: 0.9317, grad_norm: 4.2666 2021-06-18 03:27:06,253 - mmaction - INFO - Epoch [55][720/1879] lr: 2.000e-03, eta: 13:58:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9227, loss_cls: 0.8943, loss: 0.8943, grad_norm: 4.2214 2021-06-18 03:27:17,413 - mmaction - INFO - Epoch [55][740/1879] lr: 2.000e-03, eta: 13:58:26, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9227, loss_cls: 0.8873, loss: 0.8873, grad_norm: 4.1250 2021-06-18 03:27:28,562 - mmaction - INFO - Epoch [55][760/1879] lr: 2.000e-03, eta: 13:58:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9114, loss: 0.9114, grad_norm: 4.2943 2021-06-18 03:27:39,706 - mmaction - INFO - Epoch [55][780/1879] lr: 2.000e-03, eta: 13:58:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.9026, loss: 0.9026, grad_norm: 4.1383 2021-06-18 03:27:50,857 - mmaction - INFO - Epoch [55][800/1879] lr: 2.000e-03, eta: 13:57:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9187, loss_cls: 0.8963, loss: 0.8963, grad_norm: 4.2008 2021-06-18 03:28:02,011 - mmaction - INFO - Epoch [55][820/1879] lr: 2.000e-03, eta: 13:57:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9211, loss_cls: 0.9139, loss: 0.9139, grad_norm: 4.3837 2021-06-18 03:28:13,143 - mmaction - INFO - Epoch [55][840/1879] lr: 2.000e-03, eta: 13:57:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9227, loss_cls: 0.9194, loss: 0.9194, grad_norm: 4.3180 2021-06-18 03:28:24,308 - mmaction - INFO - Epoch [55][860/1879] lr: 2.000e-03, eta: 13:57:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9152, loss_cls: 0.9322, loss: 0.9322, grad_norm: 4.3290 2021-06-18 03:28:35,478 - mmaction - INFO - Epoch [55][880/1879] lr: 2.000e-03, eta: 13:57:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9242, loss_cls: 0.8843, loss: 0.8843, grad_norm: 4.1861 2021-06-18 03:28:46,626 - mmaction - INFO - Epoch [55][900/1879] lr: 2.000e-03, eta: 13:56:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9210, loss: 0.9210, grad_norm: 4.3169 2021-06-18 03:28:57,814 - mmaction - INFO - Epoch [55][920/1879] lr: 2.000e-03, eta: 13:56:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9196, loss: 0.9196, grad_norm: 4.4522 2021-06-18 03:29:08,973 - mmaction - INFO - Epoch [55][940/1879] lr: 2.000e-03, eta: 13:56:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9187, loss_cls: 0.9045, loss: 0.9045, grad_norm: 4.3274 2021-06-18 03:29:20,115 - mmaction - INFO - Epoch [55][960/1879] lr: 2.000e-03, eta: 13:56:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8533, loss: 0.8533, grad_norm: 4.1728 2021-06-18 03:29:31,269 - mmaction - INFO - Epoch [55][980/1879] lr: 2.000e-03, eta: 13:55:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9059, loss_cls: 0.9570, loss: 0.9570, grad_norm: 4.2941 2021-06-18 03:29:42,423 - mmaction - INFO - Epoch [55][1000/1879] lr: 2.000e-03, eta: 13:55:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9340, loss_cls: 0.8743, loss: 0.8743, grad_norm: 4.2304 2021-06-18 03:29:53,589 - mmaction - INFO - Epoch [55][1020/1879] lr: 2.000e-03, eta: 13:55:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9250, loss_cls: 0.8880, loss: 0.8880, grad_norm: 4.2479 2021-06-18 03:30:04,752 - mmaction - INFO - Epoch [55][1040/1879] lr: 2.000e-03, eta: 13:55:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9195, loss_cls: 0.8941, loss: 0.8941, grad_norm: 4.1561 2021-06-18 03:30:15,891 - mmaction - INFO - Epoch [55][1060/1879] lr: 2.000e-03, eta: 13:55:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7488, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 4.3360 2021-06-18 03:30:27,040 - mmaction - INFO - Epoch [55][1080/1879] lr: 2.000e-03, eta: 13:54:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9148, loss_cls: 0.9347, loss: 0.9347, grad_norm: 4.3240 2021-06-18 03:30:38,181 - mmaction - INFO - Epoch [55][1100/1879] lr: 2.000e-03, eta: 13:54:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9176, loss_cls: 0.9199, loss: 0.9199, grad_norm: 4.1890 2021-06-18 03:30:49,343 - mmaction - INFO - Epoch [55][1120/1879] lr: 2.000e-03, eta: 13:54:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9207, loss_cls: 0.8718, loss: 0.8718, grad_norm: 4.1375 2021-06-18 03:31:00,519 - mmaction - INFO - Epoch [55][1140/1879] lr: 2.000e-03, eta: 13:54:22, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8132, loss: 0.8132, grad_norm: 4.0381 2021-06-18 03:31:11,692 - mmaction - INFO - Epoch [55][1160/1879] lr: 2.000e-03, eta: 13:54:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9254, loss_cls: 0.8904, loss: 0.8904, grad_norm: 4.1692 2021-06-18 03:31:22,839 - mmaction - INFO - Epoch [55][1180/1879] lr: 2.000e-03, eta: 13:53:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9207, loss_cls: 0.8925, loss: 0.8925, grad_norm: 4.1620 2021-06-18 03:31:33,989 - mmaction - INFO - Epoch [55][1200/1879] lr: 2.000e-03, eta: 13:53:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8536, loss: 0.8536, grad_norm: 4.2562 2021-06-18 03:31:45,127 - mmaction - INFO - Epoch [55][1220/1879] lr: 2.000e-03, eta: 13:53:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8537, loss: 0.8537, grad_norm: 4.1354 2021-06-18 03:31:56,312 - mmaction - INFO - Epoch [55][1240/1879] lr: 2.000e-03, eta: 13:53:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9121, loss_cls: 0.9284, loss: 0.9284, grad_norm: 4.2116 2021-06-18 03:32:07,476 - mmaction - INFO - Epoch [55][1260/1879] lr: 2.000e-03, eta: 13:53:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9141, loss_cls: 0.9320, loss: 0.9320, grad_norm: 4.3101 2021-06-18 03:32:18,636 - mmaction - INFO - Epoch [55][1280/1879] lr: 2.000e-03, eta: 13:52:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9160, loss_cls: 0.9471, loss: 0.9471, grad_norm: 4.2539 2021-06-18 03:32:29,793 - mmaction - INFO - Epoch [55][1300/1879] lr: 2.000e-03, eta: 13:52:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9492, loss: 0.9492, grad_norm: 4.2623 2021-06-18 03:32:40,952 - mmaction - INFO - Epoch [55][1320/1879] lr: 2.000e-03, eta: 13:52:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9180, loss_cls: 0.9339, loss: 0.9339, grad_norm: 4.2308 2021-06-18 03:32:52,111 - mmaction - INFO - Epoch [55][1340/1879] lr: 2.000e-03, eta: 13:52:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9164, loss_cls: 0.8989, loss: 0.8989, grad_norm: 4.3047 2021-06-18 03:33:03,329 - mmaction - INFO - Epoch [55][1360/1879] lr: 2.000e-03, eta: 13:52:07, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9266, loss_cls: 0.8715, loss: 0.8715, grad_norm: 4.1731 2021-06-18 03:33:14,436 - mmaction - INFO - Epoch [55][1380/1879] lr: 2.000e-03, eta: 13:51:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9187, loss_cls: 0.9132, loss: 0.9132, grad_norm: 4.3262 2021-06-18 03:33:25,587 - mmaction - INFO - Epoch [55][1400/1879] lr: 2.000e-03, eta: 13:51:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9207, loss_cls: 0.9043, loss: 0.9043, grad_norm: 4.2561 2021-06-18 03:33:36,745 - mmaction - INFO - Epoch [55][1420/1879] lr: 2.000e-03, eta: 13:51:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9258, loss_cls: 0.8968, loss: 0.8968, grad_norm: 4.2778 2021-06-18 03:33:47,894 - mmaction - INFO - Epoch [55][1440/1879] lr: 2.000e-03, eta: 13:51:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9517, loss: 0.9517, grad_norm: 4.4609 2021-06-18 03:33:59,074 - mmaction - INFO - Epoch [55][1460/1879] lr: 2.000e-03, eta: 13:51:06, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9184, loss_cls: 0.9174, loss: 0.9174, grad_norm: 4.3248 2021-06-18 03:34:10,229 - mmaction - INFO - Epoch [55][1480/1879] lr: 2.000e-03, eta: 13:50:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7590, top5_acc: 0.9187, loss_cls: 0.9316, loss: 0.9316, grad_norm: 4.3599 2021-06-18 03:34:21,392 - mmaction - INFO - Epoch [55][1500/1879] lr: 2.000e-03, eta: 13:50:42, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9160, loss_cls: 0.9189, loss: 0.9189, grad_norm: 4.2402 2021-06-18 03:34:32,560 - mmaction - INFO - Epoch [55][1520/1879] lr: 2.000e-03, eta: 13:50:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8835, loss: 0.8835, grad_norm: 4.1682 2021-06-18 03:34:43,726 - mmaction - INFO - Epoch [55][1540/1879] lr: 2.000e-03, eta: 13:50:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9281, loss_cls: 0.8811, loss: 0.8811, grad_norm: 4.2245 2021-06-18 03:34:54,912 - mmaction - INFO - Epoch [55][1560/1879] lr: 2.000e-03, eta: 13:50:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9248, loss: 0.9248, grad_norm: 4.3965 2021-06-18 03:35:06,070 - mmaction - INFO - Epoch [55][1580/1879] lr: 2.000e-03, eta: 13:49:53, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9203, loss_cls: 0.9022, loss: 0.9022, grad_norm: 4.3105 2021-06-18 03:35:17,225 - mmaction - INFO - Epoch [55][1600/1879] lr: 2.000e-03, eta: 13:49:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9238, loss_cls: 0.8894, loss: 0.8894, grad_norm: 4.2342 2021-06-18 03:35:28,387 - mmaction - INFO - Epoch [55][1620/1879] lr: 2.000e-03, eta: 13:49:28, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9191, loss_cls: 0.9029, loss: 0.9029, grad_norm: 4.3295 2021-06-18 03:35:39,554 - mmaction - INFO - Epoch [55][1640/1879] lr: 2.000e-03, eta: 13:49:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8798, loss: 0.8798, grad_norm: 4.2506 2021-06-18 03:35:50,699 - mmaction - INFO - Epoch [55][1660/1879] lr: 2.000e-03, eta: 13:49:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9223, loss_cls: 0.9021, loss: 0.9021, grad_norm: 4.3184 2021-06-18 03:36:01,858 - mmaction - INFO - Epoch [55][1680/1879] lr: 2.000e-03, eta: 13:48:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9215, loss_cls: 0.9201, loss: 0.9201, grad_norm: 4.4038 2021-06-18 03:36:13,014 - mmaction - INFO - Epoch [55][1700/1879] lr: 2.000e-03, eta: 13:48:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9377, loss: 0.9377, grad_norm: 4.3114 2021-06-18 03:36:24,185 - mmaction - INFO - Epoch [55][1720/1879] lr: 2.000e-03, eta: 13:48:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9148, loss_cls: 0.9252, loss: 0.9252, grad_norm: 4.3237 2021-06-18 03:36:35,389 - mmaction - INFO - Epoch [55][1740/1879] lr: 2.000e-03, eta: 13:48:15, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9273, loss_cls: 0.8962, loss: 0.8962, grad_norm: 4.2783 2021-06-18 03:36:46,489 - mmaction - INFO - Epoch [55][1760/1879] lr: 2.000e-03, eta: 13:48:03, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9152, loss_cls: 0.9268, loss: 0.9268, grad_norm: 4.3019 2021-06-18 03:36:57,657 - mmaction - INFO - Epoch [55][1780/1879] lr: 2.000e-03, eta: 13:47:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9168, loss_cls: 0.9551, loss: 0.9551, grad_norm: 4.3393 2021-06-18 03:37:08,835 - mmaction - INFO - Epoch [55][1800/1879] lr: 2.000e-03, eta: 13:47:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9223, loss_cls: 0.8757, loss: 0.8757, grad_norm: 4.2492 2021-06-18 03:37:19,990 - mmaction - INFO - Epoch [55][1820/1879] lr: 2.000e-03, eta: 13:47:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9230, loss_cls: 0.9006, loss: 0.9006, grad_norm: 4.2467 2021-06-18 03:37:31,170 - mmaction - INFO - Epoch [55][1840/1879] lr: 2.000e-03, eta: 13:47:14, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9105, loss_cls: 0.9347, loss: 0.9347, grad_norm: 4.2392 2021-06-18 03:37:42,340 - mmaction - INFO - Epoch [55][1860/1879] lr: 2.000e-03, eta: 13:47:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9055, loss: 0.9055, grad_norm: 4.1650 2021-06-18 03:37:54,364 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-06-18 03:39:14,031 - mmaction - INFO - Epoch [56][20/1879] lr: 2.000e-03, eta: 13:47:25, time: 3.937, data_time: 3.370, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9223, loss_cls: 0.8963, loss: 0.8963, grad_norm: 4.1656 2021-06-18 03:39:25,222 - mmaction - INFO - Epoch [56][40/1879] lr: 2.000e-03, eta: 13:47:13, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9238, loss_cls: 0.8890, loss: 0.8890, grad_norm: 4.1662 2021-06-18 03:39:36,344 - mmaction - INFO - Epoch [56][60/1879] lr: 2.000e-03, eta: 13:47:00, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9284, loss: 0.9284, grad_norm: 4.3599 2021-06-18 03:39:47,461 - mmaction - INFO - Epoch [56][80/1879] lr: 2.000e-03, eta: 13:46:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9219, loss_cls: 0.8980, loss: 0.8980, grad_norm: 4.1127 2021-06-18 03:39:58,610 - mmaction - INFO - Epoch [56][100/1879] lr: 2.000e-03, eta: 13:46:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9191, loss_cls: 0.9057, loss: 0.9057, grad_norm: 4.1894 2021-06-18 03:40:09,875 - mmaction - INFO - Epoch [56][120/1879] lr: 2.000e-03, eta: 13:46:24, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8323, loss: 0.8323, grad_norm: 4.0582 2021-06-18 03:40:21,004 - mmaction - INFO - Epoch [56][140/1879] lr: 2.000e-03, eta: 13:46:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9254, loss_cls: 0.8730, loss: 0.8730, grad_norm: 4.1989 2021-06-18 03:40:32,152 - mmaction - INFO - Epoch [56][160/1879] lr: 2.000e-03, eta: 13:45:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9289, loss_cls: 0.8426, loss: 0.8426, grad_norm: 4.1390 2021-06-18 03:40:43,259 - mmaction - INFO - Epoch [56][180/1879] lr: 2.000e-03, eta: 13:45:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9230, loss_cls: 0.8722, loss: 0.8722, grad_norm: 4.2286 2021-06-18 03:40:54,398 - mmaction - INFO - Epoch [56][200/1879] lr: 2.000e-03, eta: 13:45:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7496, top5_acc: 0.9168, loss_cls: 0.9290, loss: 0.9290, grad_norm: 4.3984 2021-06-18 03:41:05,527 - mmaction - INFO - Epoch [56][220/1879] lr: 2.000e-03, eta: 13:45:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9301, loss_cls: 0.8454, loss: 0.8454, grad_norm: 4.2296 2021-06-18 03:41:16,678 - mmaction - INFO - Epoch [56][240/1879] lr: 2.000e-03, eta: 13:45:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9285, loss_cls: 0.8381, loss: 0.8381, grad_norm: 4.1613 2021-06-18 03:41:27,836 - mmaction - INFO - Epoch [56][260/1879] lr: 2.000e-03, eta: 13:44:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9277, loss_cls: 0.8996, loss: 0.8996, grad_norm: 4.3529 2021-06-18 03:41:38,981 - mmaction - INFO - Epoch [56][280/1879] lr: 2.000e-03, eta: 13:44:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9211, loss_cls: 0.9028, loss: 0.9028, grad_norm: 4.3091 2021-06-18 03:41:50,131 - mmaction - INFO - Epoch [56][300/1879] lr: 2.000e-03, eta: 13:44:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9270, loss_cls: 0.8833, loss: 0.8833, grad_norm: 4.3091 2021-06-18 03:42:01,287 - mmaction - INFO - Epoch [56][320/1879] lr: 2.000e-03, eta: 13:44:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9258, loss_cls: 0.8418, loss: 0.8418, grad_norm: 4.0919 2021-06-18 03:42:12,435 - mmaction - INFO - Epoch [56][340/1879] lr: 2.000e-03, eta: 13:44:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9227, loss_cls: 0.8978, loss: 0.8978, grad_norm: 4.2003 2021-06-18 03:42:23,588 - mmaction - INFO - Epoch [56][360/1879] lr: 2.000e-03, eta: 13:43:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9258, loss_cls: 0.8350, loss: 0.8350, grad_norm: 4.1590 2021-06-18 03:42:34,735 - mmaction - INFO - Epoch [56][380/1879] lr: 2.000e-03, eta: 13:43:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9147, loss: 0.9147, grad_norm: 4.2475 2021-06-18 03:42:45,901 - mmaction - INFO - Epoch [56][400/1879] lr: 2.000e-03, eta: 13:43:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9262, loss_cls: 0.8567, loss: 0.8567, grad_norm: 4.2392 2021-06-18 03:42:57,028 - mmaction - INFO - Epoch [56][420/1879] lr: 2.000e-03, eta: 13:43:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9113, loss_cls: 0.9029, loss: 0.9029, grad_norm: 4.3066 2021-06-18 03:43:08,181 - mmaction - INFO - Epoch [56][440/1879] lr: 2.000e-03, eta: 13:43:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9137, loss_cls: 0.9403, loss: 0.9403, grad_norm: 4.4038 2021-06-18 03:43:19,311 - mmaction - INFO - Epoch [56][460/1879] lr: 2.000e-03, eta: 13:42:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9246, loss_cls: 0.8963, loss: 0.8963, grad_norm: 4.3381 2021-06-18 03:43:30,453 - mmaction - INFO - Epoch [56][480/1879] lr: 2.000e-03, eta: 13:42:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9267, loss: 0.9267, grad_norm: 4.2079 2021-06-18 03:43:41,609 - mmaction - INFO - Epoch [56][500/1879] lr: 2.000e-03, eta: 13:42:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9474, loss: 0.9474, grad_norm: 4.3425 2021-06-18 03:43:52,722 - mmaction - INFO - Epoch [56][520/1879] lr: 2.000e-03, eta: 13:42:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9250, loss_cls: 0.8752, loss: 0.8752, grad_norm: 4.3159 2021-06-18 03:44:03,875 - mmaction - INFO - Epoch [56][540/1879] lr: 2.000e-03, eta: 13:42:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9219, loss_cls: 0.8967, loss: 0.8967, grad_norm: 4.2832 2021-06-18 03:44:14,983 - mmaction - INFO - Epoch [56][560/1879] lr: 2.000e-03, eta: 13:41:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9289, loss_cls: 0.8253, loss: 0.8253, grad_norm: 4.1217 2021-06-18 03:44:26,132 - mmaction - INFO - Epoch [56][580/1879] lr: 2.000e-03, eta: 13:41:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9215, loss_cls: 0.9123, loss: 0.9123, grad_norm: 4.3864 2021-06-18 03:44:37,296 - mmaction - INFO - Epoch [56][600/1879] lr: 2.000e-03, eta: 13:41:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8787, loss: 0.8787, grad_norm: 4.2298 2021-06-18 03:44:48,439 - mmaction - INFO - Epoch [56][620/1879] lr: 2.000e-03, eta: 13:41:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.8699, loss: 0.8699, grad_norm: 4.2125 2021-06-18 03:44:59,571 - mmaction - INFO - Epoch [56][640/1879] lr: 2.000e-03, eta: 13:41:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9215, loss_cls: 0.8961, loss: 0.8961, grad_norm: 4.2514 2021-06-18 03:45:10,802 - mmaction - INFO - Epoch [56][660/1879] lr: 2.000e-03, eta: 13:40:53, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9432, loss: 0.9432, grad_norm: 4.3633 2021-06-18 03:45:21,946 - mmaction - INFO - Epoch [56][680/1879] lr: 2.000e-03, eta: 13:40:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9176, loss_cls: 0.8912, loss: 0.8912, grad_norm: 4.2931 2021-06-18 03:45:33,104 - mmaction - INFO - Epoch [56][700/1879] lr: 2.000e-03, eta: 13:40:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9215, loss_cls: 0.8906, loss: 0.8906, grad_norm: 4.3029 2021-06-18 03:45:44,249 - mmaction - INFO - Epoch [56][720/1879] lr: 2.000e-03, eta: 13:40:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9250, loss_cls: 0.8987, loss: 0.8987, grad_norm: 4.3393 2021-06-18 03:45:55,354 - mmaction - INFO - Epoch [56][740/1879] lr: 2.000e-03, eta: 13:40:05, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9211, loss_cls: 0.9348, loss: 0.9348, grad_norm: 4.3843 2021-06-18 03:46:06,506 - mmaction - INFO - Epoch [56][760/1879] lr: 2.000e-03, eta: 13:39:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9211, loss_cls: 0.8946, loss: 0.8946, grad_norm: 4.2579 2021-06-18 03:46:17,659 - mmaction - INFO - Epoch [56][780/1879] lr: 2.000e-03, eta: 13:39:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9262, loss_cls: 0.8683, loss: 0.8683, grad_norm: 4.2132 2021-06-18 03:46:28,810 - mmaction - INFO - Epoch [56][800/1879] lr: 2.000e-03, eta: 13:39:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9544, loss: 0.9544, grad_norm: 4.4051 2021-06-18 03:46:39,967 - mmaction - INFO - Epoch [56][820/1879] lr: 2.000e-03, eta: 13:39:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9172, loss_cls: 0.9464, loss: 0.9464, grad_norm: 4.4524 2021-06-18 03:46:51,110 - mmaction - INFO - Epoch [56][840/1879] lr: 2.000e-03, eta: 13:39:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9137, loss_cls: 0.9149, loss: 0.9149, grad_norm: 4.3856 2021-06-18 03:47:02,245 - mmaction - INFO - Epoch [56][860/1879] lr: 2.000e-03, eta: 13:38:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9223, loss_cls: 0.9001, loss: 0.9001, grad_norm: 4.4037 2021-06-18 03:47:13,399 - mmaction - INFO - Epoch [56][880/1879] lr: 2.000e-03, eta: 13:38:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9242, loss_cls: 0.8667, loss: 0.8667, grad_norm: 4.3310 2021-06-18 03:47:24,557 - mmaction - INFO - Epoch [56][900/1879] lr: 2.000e-03, eta: 13:38:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.8932, loss: 0.8932, grad_norm: 4.3226 2021-06-18 03:47:35,703 - mmaction - INFO - Epoch [56][920/1879] lr: 2.000e-03, eta: 13:38:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7473, top5_acc: 0.9148, loss_cls: 0.9619, loss: 0.9619, grad_norm: 4.6048 2021-06-18 03:47:46,854 - mmaction - INFO - Epoch [56][940/1879] lr: 2.000e-03, eta: 13:38:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9262, loss_cls: 0.8882, loss: 0.8882, grad_norm: 4.3081 2021-06-18 03:47:58,001 - mmaction - INFO - Epoch [56][960/1879] lr: 2.000e-03, eta: 13:37:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9145, loss: 0.9145, grad_norm: 4.4302 2021-06-18 03:48:09,145 - mmaction - INFO - Epoch [56][980/1879] lr: 2.000e-03, eta: 13:37:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8410, loss: 0.8410, grad_norm: 4.2845 2021-06-18 03:48:20,288 - mmaction - INFO - Epoch [56][1000/1879] lr: 2.000e-03, eta: 13:37:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.8810, loss: 0.8810, grad_norm: 4.2729 2021-06-18 03:48:31,450 - mmaction - INFO - Epoch [56][1020/1879] lr: 2.000e-03, eta: 13:37:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9098, loss_cls: 0.9444, loss: 0.9444, grad_norm: 4.4872 2021-06-18 03:48:42,610 - mmaction - INFO - Epoch [56][1040/1879] lr: 2.000e-03, eta: 13:37:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9203, loss_cls: 0.8968, loss: 0.8968, grad_norm: 4.3495 2021-06-18 03:48:53,737 - mmaction - INFO - Epoch [56][1060/1879] lr: 2.000e-03, eta: 13:36:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9129, loss_cls: 0.9327, loss: 0.9327, grad_norm: 4.3515 2021-06-18 03:49:04,881 - mmaction - INFO - Epoch [56][1080/1879] lr: 2.000e-03, eta: 13:36:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9168, loss_cls: 0.9007, loss: 0.9007, grad_norm: 4.3954 2021-06-18 03:49:16,015 - mmaction - INFO - Epoch [56][1100/1879] lr: 2.000e-03, eta: 13:36:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9160, loss_cls: 0.9196, loss: 0.9196, grad_norm: 4.3195 2021-06-18 03:49:27,182 - mmaction - INFO - Epoch [56][1120/1879] lr: 2.000e-03, eta: 13:36:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9176, loss_cls: 0.9009, loss: 0.9009, grad_norm: 4.2480 2021-06-18 03:49:38,344 - mmaction - INFO - Epoch [56][1140/1879] lr: 2.000e-03, eta: 13:36:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7551, top5_acc: 0.9117, loss_cls: 0.9587, loss: 0.9587, grad_norm: 4.3259 2021-06-18 03:49:49,477 - mmaction - INFO - Epoch [56][1160/1879] lr: 2.000e-03, eta: 13:35:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9234, loss_cls: 0.9013, loss: 0.9013, grad_norm: 4.3437 2021-06-18 03:50:00,605 - mmaction - INFO - Epoch [56][1180/1879] lr: 2.000e-03, eta: 13:35:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9289, loss_cls: 0.8748, loss: 0.8748, grad_norm: 4.4112 2021-06-18 03:50:11,761 - mmaction - INFO - Epoch [56][1200/1879] lr: 2.000e-03, eta: 13:35:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9230, loss_cls: 0.8583, loss: 0.8583, grad_norm: 4.2329 2021-06-18 03:50:22,894 - mmaction - INFO - Epoch [56][1220/1879] lr: 2.000e-03, eta: 13:35:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9262, loss_cls: 0.8830, loss: 0.8830, grad_norm: 4.3094 2021-06-18 03:50:34,042 - mmaction - INFO - Epoch [56][1240/1879] lr: 2.000e-03, eta: 13:34:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9316, loss_cls: 0.8528, loss: 0.8528, grad_norm: 4.1918 2021-06-18 03:50:45,172 - mmaction - INFO - Epoch [56][1260/1879] lr: 2.000e-03, eta: 13:34:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9215, loss_cls: 0.9035, loss: 0.9035, grad_norm: 4.3388 2021-06-18 03:50:56,318 - mmaction - INFO - Epoch [56][1280/1879] lr: 2.000e-03, eta: 13:34:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7520, top5_acc: 0.9238, loss_cls: 0.9157, loss: 0.9157, grad_norm: 4.4289 2021-06-18 03:51:07,453 - mmaction - INFO - Epoch [56][1300/1879] lr: 2.000e-03, eta: 13:34:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9289, loss_cls: 0.8637, loss: 0.8637, grad_norm: 4.2774 2021-06-18 03:51:18,598 - mmaction - INFO - Epoch [56][1320/1879] lr: 2.000e-03, eta: 13:34:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9148, loss_cls: 0.9085, loss: 0.9085, grad_norm: 4.3341 2021-06-18 03:51:29,742 - mmaction - INFO - Epoch [56][1340/1879] lr: 2.000e-03, eta: 13:33:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9191, loss_cls: 0.9111, loss: 0.9111, grad_norm: 4.2940 2021-06-18 03:51:40,901 - mmaction - INFO - Epoch [56][1360/1879] lr: 2.000e-03, eta: 13:33:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8642, loss: 0.8642, grad_norm: 4.2369 2021-06-18 03:51:52,045 - mmaction - INFO - Epoch [56][1380/1879] lr: 2.000e-03, eta: 13:33:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9250, loss_cls: 0.9004, loss: 0.9004, grad_norm: 4.4105 2021-06-18 03:52:03,202 - mmaction - INFO - Epoch [56][1400/1879] lr: 2.000e-03, eta: 13:33:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9160, loss_cls: 0.9265, loss: 0.9265, grad_norm: 4.4069 2021-06-18 03:52:14,309 - mmaction - INFO - Epoch [56][1420/1879] lr: 2.000e-03, eta: 13:33:09, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9184, loss_cls: 0.9153, loss: 0.9153, grad_norm: 4.2290 2021-06-18 03:52:25,446 - mmaction - INFO - Epoch [56][1440/1879] lr: 2.000e-03, eta: 13:32:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9230, loss_cls: 0.8864, loss: 0.8864, grad_norm: 4.3261 2021-06-18 03:52:36,576 - mmaction - INFO - Epoch [56][1460/1879] lr: 2.000e-03, eta: 13:32:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9246, loss_cls: 0.8846, loss: 0.8846, grad_norm: 4.3164 2021-06-18 03:52:47,717 - mmaction - INFO - Epoch [56][1480/1879] lr: 2.000e-03, eta: 13:32:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9258, loss_cls: 0.8561, loss: 0.8561, grad_norm: 4.2454 2021-06-18 03:52:58,873 - mmaction - INFO - Epoch [56][1500/1879] lr: 2.000e-03, eta: 13:32:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9176, loss_cls: 0.8919, loss: 0.8919, grad_norm: 4.2270 2021-06-18 03:53:10,019 - mmaction - INFO - Epoch [56][1520/1879] lr: 2.000e-03, eta: 13:32:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8564, loss: 0.8564, grad_norm: 4.2952 2021-06-18 03:53:21,146 - mmaction - INFO - Epoch [56][1540/1879] lr: 2.000e-03, eta: 13:31:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9460, loss: 0.9460, grad_norm: 4.4409 2021-06-18 03:53:32,288 - mmaction - INFO - Epoch [56][1560/1879] lr: 2.000e-03, eta: 13:31:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9160, loss_cls: 0.9246, loss: 0.9246, grad_norm: 4.3538 2021-06-18 03:53:43,441 - mmaction - INFO - Epoch [56][1580/1879] lr: 2.000e-03, eta: 13:31:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9207, loss_cls: 0.9040, loss: 0.9040, grad_norm: 4.3660 2021-06-18 03:53:54,576 - mmaction - INFO - Epoch [56][1600/1879] lr: 2.000e-03, eta: 13:31:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9184, loss_cls: 0.9121, loss: 0.9121, grad_norm: 4.3798 2021-06-18 03:54:05,720 - mmaction - INFO - Epoch [56][1620/1879] lr: 2.000e-03, eta: 13:31:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9230, loss_cls: 0.9032, loss: 0.9032, grad_norm: 4.2972 2021-06-18 03:54:16,864 - mmaction - INFO - Epoch [56][1640/1879] lr: 2.000e-03, eta: 13:30:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9230, loss_cls: 0.9142, loss: 0.9142, grad_norm: 4.3315 2021-06-18 03:54:28,000 - mmaction - INFO - Epoch [56][1660/1879] lr: 2.000e-03, eta: 13:30:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9207, loss_cls: 0.9374, loss: 0.9374, grad_norm: 4.3619 2021-06-18 03:54:39,150 - mmaction - INFO - Epoch [56][1680/1879] lr: 2.000e-03, eta: 13:30:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9207, loss_cls: 0.8928, loss: 0.8928, grad_norm: 4.2783 2021-06-18 03:54:50,313 - mmaction - INFO - Epoch [56][1700/1879] lr: 2.000e-03, eta: 13:30:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9184, loss_cls: 0.9007, loss: 0.9007, grad_norm: 4.2459 2021-06-18 03:55:01,496 - mmaction - INFO - Epoch [56][1720/1879] lr: 2.000e-03, eta: 13:30:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9105, loss_cls: 0.9733, loss: 0.9733, grad_norm: 4.5570 2021-06-18 03:55:12,629 - mmaction - INFO - Epoch [56][1740/1879] lr: 2.000e-03, eta: 13:29:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9215, loss_cls: 0.8905, loss: 0.8905, grad_norm: 4.2986 2021-06-18 03:55:23,782 - mmaction - INFO - Epoch [56][1760/1879] lr: 2.000e-03, eta: 13:29:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8734, loss: 0.8734, grad_norm: 4.1974 2021-06-18 03:55:34,934 - mmaction - INFO - Epoch [56][1780/1879] lr: 2.000e-03, eta: 13:29:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9049, loss: 0.9049, grad_norm: 4.3940 2021-06-18 03:55:46,086 - mmaction - INFO - Epoch [56][1800/1879] lr: 2.000e-03, eta: 13:29:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9168, loss_cls: 0.9150, loss: 0.9150, grad_norm: 4.3725 2021-06-18 03:55:57,226 - mmaction - INFO - Epoch [56][1820/1879] lr: 2.000e-03, eta: 13:29:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9270, loss_cls: 0.8882, loss: 0.8882, grad_norm: 4.3550 2021-06-18 03:56:08,372 - mmaction - INFO - Epoch [56][1840/1879] lr: 2.000e-03, eta: 13:28:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9187, loss_cls: 0.9075, loss: 0.9075, grad_norm: 4.4207 2021-06-18 03:56:19,517 - mmaction - INFO - Epoch [56][1860/1879] lr: 2.000e-03, eta: 13:28:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9250, loss_cls: 0.8655, loss: 0.8655, grad_norm: 4.2784 2021-06-18 03:56:31,746 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-06-18 03:57:49,514 - mmaction - INFO - Epoch [57][20/1879] lr: 2.000e-03, eta: 13:29:00, time: 3.834, data_time: 3.204, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9191, loss_cls: 0.8700, loss: 0.8700, grad_norm: 4.1959 2021-06-18 03:58:00,653 - mmaction - INFO - Epoch [57][40/1879] lr: 2.000e-03, eta: 13:28:48, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9152, loss_cls: 0.9081, loss: 0.9081, grad_norm: 4.3035 2021-06-18 03:58:11,757 - mmaction - INFO - Epoch [57][60/1879] lr: 2.000e-03, eta: 13:28:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8537, loss: 0.8537, grad_norm: 4.1639 2021-06-18 03:58:22,872 - mmaction - INFO - Epoch [57][80/1879] lr: 2.000e-03, eta: 13:28:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9152, loss_cls: 0.9127, loss: 0.9127, grad_norm: 4.2934 2021-06-18 03:58:33,997 - mmaction - INFO - Epoch [57][100/1879] lr: 2.000e-03, eta: 13:28:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8284, loss: 0.8284, grad_norm: 4.1091 2021-06-18 03:58:45,134 - mmaction - INFO - Epoch [57][120/1879] lr: 2.000e-03, eta: 13:27:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9320, loss_cls: 0.8257, loss: 0.8257, grad_norm: 4.1793 2021-06-18 03:58:56,262 - mmaction - INFO - Epoch [57][140/1879] lr: 2.000e-03, eta: 13:27:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8414, loss: 0.8414, grad_norm: 4.1316 2021-06-18 03:59:07,383 - mmaction - INFO - Epoch [57][160/1879] lr: 2.000e-03, eta: 13:27:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9085, loss: 0.9085, grad_norm: 4.3992 2021-06-18 03:59:18,527 - mmaction - INFO - Epoch [57][180/1879] lr: 2.000e-03, eta: 13:27:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9329, loss: 0.9329, grad_norm: 4.3375 2021-06-18 03:59:29,675 - mmaction - INFO - Epoch [57][200/1879] lr: 2.000e-03, eta: 13:27:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8762, loss: 0.8762, grad_norm: 4.2587 2021-06-18 03:59:40,809 - mmaction - INFO - Epoch [57][220/1879] lr: 2.000e-03, eta: 13:26:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9223, loss_cls: 0.8860, loss: 0.8860, grad_norm: 4.2958 2021-06-18 03:59:51,956 - mmaction - INFO - Epoch [57][240/1879] lr: 2.000e-03, eta: 13:26:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8688, loss: 0.8688, grad_norm: 4.3368 2021-06-18 04:00:03,136 - mmaction - INFO - Epoch [57][260/1879] lr: 2.000e-03, eta: 13:26:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9187, loss_cls: 0.9153, loss: 0.9153, grad_norm: 4.4072 2021-06-18 04:00:14,247 - mmaction - INFO - Epoch [57][280/1879] lr: 2.000e-03, eta: 13:26:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9117, loss_cls: 0.9284, loss: 0.9284, grad_norm: 4.3084 2021-06-18 04:00:25,385 - mmaction - INFO - Epoch [57][300/1879] lr: 2.000e-03, eta: 13:26:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9336, loss_cls: 0.7856, loss: 0.7856, grad_norm: 4.0182 2021-06-18 04:00:36,528 - mmaction - INFO - Epoch [57][320/1879] lr: 2.000e-03, eta: 13:25:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9215, loss_cls: 0.8686, loss: 0.8686, grad_norm: 4.2596 2021-06-18 04:00:47,671 - mmaction - INFO - Epoch [57][340/1879] lr: 2.000e-03, eta: 13:25:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9230, loss_cls: 0.8864, loss: 0.8864, grad_norm: 4.3417 2021-06-18 04:00:58,814 - mmaction - INFO - Epoch [57][360/1879] lr: 2.000e-03, eta: 13:25:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9230, loss_cls: 0.8406, loss: 0.8406, grad_norm: 4.1467 2021-06-18 04:01:09,922 - mmaction - INFO - Epoch [57][380/1879] lr: 2.000e-03, eta: 13:25:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.9108, loss: 0.9108, grad_norm: 4.2996 2021-06-18 04:01:21,057 - mmaction - INFO - Epoch [57][400/1879] lr: 2.000e-03, eta: 13:25:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9215, loss_cls: 0.8883, loss: 0.8883, grad_norm: 4.3935 2021-06-18 04:01:32,204 - mmaction - INFO - Epoch [57][420/1879] lr: 2.000e-03, eta: 13:24:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9293, loss_cls: 0.8968, loss: 0.8968, grad_norm: 4.3985 2021-06-18 04:01:43,354 - mmaction - INFO - Epoch [57][440/1879] lr: 2.000e-03, eta: 13:24:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9148, loss_cls: 0.9421, loss: 0.9421, grad_norm: 4.4448 2021-06-18 04:01:54,504 - mmaction - INFO - Epoch [57][460/1879] lr: 2.000e-03, eta: 13:24:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9270, loss_cls: 0.8500, loss: 0.8500, grad_norm: 4.2225 2021-06-18 04:02:05,643 - mmaction - INFO - Epoch [57][480/1879] lr: 2.000e-03, eta: 13:24:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9137, loss_cls: 0.9368, loss: 0.9368, grad_norm: 4.5133 2021-06-18 04:02:16,801 - mmaction - INFO - Epoch [57][500/1879] lr: 2.000e-03, eta: 13:24:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8784, loss: 0.8784, grad_norm: 4.3112 2021-06-18 04:02:27,960 - mmaction - INFO - Epoch [57][520/1879] lr: 2.000e-03, eta: 13:23:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9246, loss_cls: 0.8386, loss: 0.8386, grad_norm: 4.1587 2021-06-18 04:02:39,099 - mmaction - INFO - Epoch [57][540/1879] lr: 2.000e-03, eta: 13:23:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7535, top5_acc: 0.9227, loss_cls: 0.9289, loss: 0.9289, grad_norm: 4.4512 2021-06-18 04:02:50,253 - mmaction - INFO - Epoch [57][560/1879] lr: 2.000e-03, eta: 13:23:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9234, loss_cls: 0.9026, loss: 0.9026, grad_norm: 4.4034 2021-06-18 04:03:01,422 - mmaction - INFO - Epoch [57][580/1879] lr: 2.000e-03, eta: 13:23:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9254, loss_cls: 0.8724, loss: 0.8724, grad_norm: 4.3520 2021-06-18 04:03:12,532 - mmaction - INFO - Epoch [57][600/1879] lr: 2.000e-03, eta: 13:23:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9242, loss_cls: 0.8815, loss: 0.8815, grad_norm: 4.3358 2021-06-18 04:03:23,677 - mmaction - INFO - Epoch [57][620/1879] lr: 2.000e-03, eta: 13:22:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9207, loss_cls: 0.9078, loss: 0.9078, grad_norm: 4.4161 2021-06-18 04:03:34,795 - mmaction - INFO - Epoch [57][640/1879] lr: 2.000e-03, eta: 13:22:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9293, loss_cls: 0.8812, loss: 0.8812, grad_norm: 4.3184 2021-06-18 04:03:45,927 - mmaction - INFO - Epoch [57][660/1879] lr: 2.000e-03, eta: 13:22:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8771, loss: 0.8771, grad_norm: 4.3801 2021-06-18 04:03:57,078 - mmaction - INFO - Epoch [57][680/1879] lr: 2.000e-03, eta: 13:22:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9191, loss_cls: 0.9069, loss: 0.9069, grad_norm: 4.4291 2021-06-18 04:04:08,222 - mmaction - INFO - Epoch [57][700/1879] lr: 2.000e-03, eta: 13:22:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9199, loss_cls: 0.8912, loss: 0.8912, grad_norm: 4.3937 2021-06-18 04:04:19,353 - mmaction - INFO - Epoch [57][720/1879] lr: 2.000e-03, eta: 13:21:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7543, top5_acc: 0.9227, loss_cls: 0.9210, loss: 0.9210, grad_norm: 4.4963 2021-06-18 04:04:30,508 - mmaction - INFO - Epoch [57][740/1879] lr: 2.000e-03, eta: 13:21:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9199, loss_cls: 0.9256, loss: 0.9256, grad_norm: 4.3369 2021-06-18 04:04:41,646 - mmaction - INFO - Epoch [57][760/1879] lr: 2.000e-03, eta: 13:21:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9176, loss_cls: 0.9109, loss: 0.9109, grad_norm: 4.4408 2021-06-18 04:04:52,806 - mmaction - INFO - Epoch [57][780/1879] lr: 2.000e-03, eta: 13:21:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9242, loss_cls: 0.8877, loss: 0.8877, grad_norm: 4.3171 2021-06-18 04:05:03,947 - mmaction - INFO - Epoch [57][800/1879] lr: 2.000e-03, eta: 13:21:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9219, loss_cls: 0.8796, loss: 0.8796, grad_norm: 4.3742 2021-06-18 04:05:15,104 - mmaction - INFO - Epoch [57][820/1879] lr: 2.000e-03, eta: 13:20:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9215, loss_cls: 0.8883, loss: 0.8883, grad_norm: 4.3464 2021-06-18 04:05:26,263 - mmaction - INFO - Epoch [57][840/1879] lr: 2.000e-03, eta: 13:20:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9270, loss_cls: 0.8851, loss: 0.8851, grad_norm: 4.3076 2021-06-18 04:05:37,407 - mmaction - INFO - Epoch [57][860/1879] lr: 2.000e-03, eta: 13:20:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0109, loss: 1.0109, grad_norm: 4.6567 2021-06-18 04:05:48,560 - mmaction - INFO - Epoch [57][880/1879] lr: 2.000e-03, eta: 13:20:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.8988, loss: 0.8988, grad_norm: 4.3777 2021-06-18 04:05:59,708 - mmaction - INFO - Epoch [57][900/1879] lr: 2.000e-03, eta: 13:20:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9250, loss_cls: 0.8589, loss: 0.8589, grad_norm: 4.3882 2021-06-18 04:06:10,865 - mmaction - INFO - Epoch [57][920/1879] lr: 2.000e-03, eta: 13:19:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8738, loss: 0.8738, grad_norm: 4.2892 2021-06-18 04:06:22,018 - mmaction - INFO - Epoch [57][940/1879] lr: 2.000e-03, eta: 13:19:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9289, loss_cls: 0.8639, loss: 0.8639, grad_norm: 4.2939 2021-06-18 04:06:33,149 - mmaction - INFO - Epoch [57][960/1879] lr: 2.000e-03, eta: 13:19:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9202, loss: 0.9202, grad_norm: 4.4324 2021-06-18 04:06:44,297 - mmaction - INFO - Epoch [57][980/1879] lr: 2.000e-03, eta: 13:19:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9332, loss: 0.9332, grad_norm: 4.4585 2021-06-18 04:06:55,459 - mmaction - INFO - Epoch [57][1000/1879] lr: 2.000e-03, eta: 13:19:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9215, loss_cls: 0.8743, loss: 0.8743, grad_norm: 4.2322 2021-06-18 04:07:06,626 - mmaction - INFO - Epoch [57][1020/1879] lr: 2.000e-03, eta: 13:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8730, loss: 0.8730, grad_norm: 4.2849 2021-06-18 04:07:17,754 - mmaction - INFO - Epoch [57][1040/1879] lr: 2.000e-03, eta: 13:18:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9309, loss_cls: 0.8556, loss: 0.8556, grad_norm: 4.2546 2021-06-18 04:07:28,903 - mmaction - INFO - Epoch [57][1060/1879] lr: 2.000e-03, eta: 13:18:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9242, loss_cls: 0.8999, loss: 0.8999, grad_norm: 4.3619 2021-06-18 04:07:40,055 - mmaction - INFO - Epoch [57][1080/1879] lr: 2.000e-03, eta: 13:18:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9273, loss_cls: 0.8811, loss: 0.8811, grad_norm: 4.3407 2021-06-18 04:07:51,202 - mmaction - INFO - Epoch [57][1100/1879] lr: 2.000e-03, eta: 13:18:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9246, loss_cls: 0.8540, loss: 0.8540, grad_norm: 4.2813 2021-06-18 04:08:02,354 - mmaction - INFO - Epoch [57][1120/1879] lr: 2.000e-03, eta: 13:17:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9324, loss_cls: 0.8361, loss: 0.8361, grad_norm: 4.2169 2021-06-18 04:08:13,475 - mmaction - INFO - Epoch [57][1140/1879] lr: 2.000e-03, eta: 13:17:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.8673, loss: 0.8673, grad_norm: 4.1949 2021-06-18 04:08:24,640 - mmaction - INFO - Epoch [57][1160/1879] lr: 2.000e-03, eta: 13:17:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9180, loss_cls: 0.9131, loss: 0.9131, grad_norm: 4.3409 2021-06-18 04:08:35,782 - mmaction - INFO - Epoch [57][1180/1879] lr: 2.000e-03, eta: 13:17:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9199, loss_cls: 0.8907, loss: 0.8907, grad_norm: 4.3263 2021-06-18 04:08:46,938 - mmaction - INFO - Epoch [57][1200/1879] lr: 2.000e-03, eta: 13:17:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8750, loss: 0.8750, grad_norm: 4.3092 2021-06-18 04:08:58,089 - mmaction - INFO - Epoch [57][1220/1879] lr: 2.000e-03, eta: 13:16:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9285, loss_cls: 0.8611, loss: 0.8611, grad_norm: 4.3285 2021-06-18 04:09:09,225 - mmaction - INFO - Epoch [57][1240/1879] lr: 2.000e-03, eta: 13:16:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9090, loss_cls: 0.9534, loss: 0.9534, grad_norm: 4.4400 2021-06-18 04:09:20,366 - mmaction - INFO - Epoch [57][1260/1879] lr: 2.000e-03, eta: 13:16:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9152, loss: 0.9152, grad_norm: 4.4147 2021-06-18 04:09:31,517 - mmaction - INFO - Epoch [57][1280/1879] lr: 2.000e-03, eta: 13:16:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8759, loss: 0.8759, grad_norm: 4.3556 2021-06-18 04:09:42,656 - mmaction - INFO - Epoch [57][1300/1879] lr: 2.000e-03, eta: 13:15:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9215, loss_cls: 0.9064, loss: 0.9064, grad_norm: 4.4155 2021-06-18 04:09:53,802 - mmaction - INFO - Epoch [57][1320/1879] lr: 2.000e-03, eta: 13:15:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9211, loss_cls: 0.8841, loss: 0.8841, grad_norm: 4.3635 2021-06-18 04:10:04,939 - mmaction - INFO - Epoch [57][1340/1879] lr: 2.000e-03, eta: 13:15:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9254, loss_cls: 0.8744, loss: 0.8744, grad_norm: 4.3293 2021-06-18 04:10:16,090 - mmaction - INFO - Epoch [57][1360/1879] lr: 2.000e-03, eta: 13:15:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9223, loss_cls: 0.9141, loss: 0.9141, grad_norm: 4.3755 2021-06-18 04:10:27,271 - mmaction - INFO - Epoch [57][1380/1879] lr: 2.000e-03, eta: 13:15:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9238, loss_cls: 0.9216, loss: 0.9216, grad_norm: 4.4737 2021-06-18 04:10:38,459 - mmaction - INFO - Epoch [57][1400/1879] lr: 2.000e-03, eta: 13:14:58, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7559, top5_acc: 0.9105, loss_cls: 0.9479, loss: 0.9479, grad_norm: 4.4005 2021-06-18 04:10:49,559 - mmaction - INFO - Epoch [57][1420/1879] lr: 2.000e-03, eta: 13:14:46, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9184, loss_cls: 0.8646, loss: 0.8646, grad_norm: 4.1040 2021-06-18 04:11:00,722 - mmaction - INFO - Epoch [57][1440/1879] lr: 2.000e-03, eta: 13:14:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9720, loss: 0.9720, grad_norm: 4.4827 2021-06-18 04:11:11,875 - mmaction - INFO - Epoch [57][1460/1879] lr: 2.000e-03, eta: 13:14:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9293, loss_cls: 0.8755, loss: 0.8755, grad_norm: 4.3333 2021-06-18 04:11:23,025 - mmaction - INFO - Epoch [57][1480/1879] lr: 2.000e-03, eta: 13:14:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8892, loss: 0.8892, grad_norm: 4.3970 2021-06-18 04:11:34,173 - mmaction - INFO - Epoch [57][1500/1879] lr: 2.000e-03, eta: 13:13:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9223, loss_cls: 0.9194, loss: 0.9194, grad_norm: 4.4359 2021-06-18 04:11:45,321 - mmaction - INFO - Epoch [57][1520/1879] lr: 2.000e-03, eta: 13:13:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9223, loss_cls: 0.8976, loss: 0.8976, grad_norm: 4.3588 2021-06-18 04:11:56,466 - mmaction - INFO - Epoch [57][1540/1879] lr: 2.000e-03, eta: 13:13:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9164, loss_cls: 0.8978, loss: 0.8978, grad_norm: 4.4023 2021-06-18 04:12:07,602 - mmaction - INFO - Epoch [57][1560/1879] lr: 2.000e-03, eta: 13:13:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9238, loss_cls: 0.8516, loss: 0.8516, grad_norm: 4.1961 2021-06-18 04:12:18,738 - mmaction - INFO - Epoch [57][1580/1879] lr: 2.000e-03, eta: 13:13:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9219, loss_cls: 0.8970, loss: 0.8970, grad_norm: 4.3476 2021-06-18 04:12:29,860 - mmaction - INFO - Epoch [57][1600/1879] lr: 2.000e-03, eta: 13:12:56, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9281, loss_cls: 0.8836, loss: 0.8836, grad_norm: 4.4387 2021-06-18 04:12:41,000 - mmaction - INFO - Epoch [57][1620/1879] lr: 2.000e-03, eta: 13:12:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9215, loss_cls: 0.8924, loss: 0.8924, grad_norm: 4.3656 2021-06-18 04:12:52,140 - mmaction - INFO - Epoch [57][1640/1879] lr: 2.000e-03, eta: 13:12:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8801, loss: 0.8801, grad_norm: 4.4010 2021-06-18 04:13:03,335 - mmaction - INFO - Epoch [57][1660/1879] lr: 2.000e-03, eta: 13:12:20, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9238, loss_cls: 0.8925, loss: 0.8925, grad_norm: 4.3407 2021-06-18 04:13:14,432 - mmaction - INFO - Epoch [57][1680/1879] lr: 2.000e-03, eta: 13:12:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9006, loss: 0.9006, grad_norm: 4.3265 2021-06-18 04:13:25,560 - mmaction - INFO - Epoch [57][1700/1879] lr: 2.000e-03, eta: 13:11:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9105, loss_cls: 0.9201, loss: 0.9201, grad_norm: 4.3503 2021-06-18 04:13:36,705 - mmaction - INFO - Epoch [57][1720/1879] lr: 2.000e-03, eta: 13:11:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.8954, loss: 0.8954, grad_norm: 4.3729 2021-06-18 04:13:47,845 - mmaction - INFO - Epoch [57][1740/1879] lr: 2.000e-03, eta: 13:11:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9503, loss: 0.9503, grad_norm: 4.4115 2021-06-18 04:13:59,001 - mmaction - INFO - Epoch [57][1760/1879] lr: 2.000e-03, eta: 13:11:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9115, loss: 0.9115, grad_norm: 4.3826 2021-06-18 04:14:10,132 - mmaction - INFO - Epoch [57][1780/1879] lr: 2.000e-03, eta: 13:11:07, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9227, loss_cls: 0.9099, loss: 0.9099, grad_norm: 4.4090 2021-06-18 04:14:21,258 - mmaction - INFO - Epoch [57][1800/1879] lr: 2.000e-03, eta: 13:10:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9250, loss_cls: 0.8899, loss: 0.8899, grad_norm: 4.2437 2021-06-18 04:14:32,408 - mmaction - INFO - Epoch [57][1820/1879] lr: 2.000e-03, eta: 13:10:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9052, loss: 0.9052, grad_norm: 4.3782 2021-06-18 04:14:43,569 - mmaction - INFO - Epoch [57][1840/1879] lr: 2.000e-03, eta: 13:10:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9273, loss_cls: 0.8737, loss: 0.8737, grad_norm: 4.3164 2021-06-18 04:14:54,734 - mmaction - INFO - Epoch [57][1860/1879] lr: 2.000e-03, eta: 13:10:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9195, loss_cls: 0.8905, loss: 0.8905, grad_norm: 4.2979 2021-06-18 04:15:10,990 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-06-18 04:17:04,053 - mmaction - INFO - Epoch [58][20/1879] lr: 2.000e-03, eta: 13:11:02, time: 5.616, data_time: 4.986, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8619, loss: 0.8619, grad_norm: 4.3483 2021-06-18 04:17:15,203 - mmaction - INFO - Epoch [58][40/1879] lr: 2.000e-03, eta: 13:10:50, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9355, loss_cls: 0.8339, loss: 0.8339, grad_norm: 4.3838 2021-06-18 04:17:26,307 - mmaction - INFO - Epoch [58][60/1879] lr: 2.000e-03, eta: 13:10:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9184, loss_cls: 0.9110, loss: 0.9110, grad_norm: 4.4319 2021-06-18 04:17:37,432 - mmaction - INFO - Epoch [58][80/1879] lr: 2.000e-03, eta: 13:10:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9184, loss_cls: 0.9041, loss: 0.9041, grad_norm: 4.3054 2021-06-18 04:17:48,569 - mmaction - INFO - Epoch [58][100/1879] lr: 2.000e-03, eta: 13:10:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9262, loss_cls: 0.8858, loss: 0.8858, grad_norm: 4.3792 2021-06-18 04:17:59,699 - mmaction - INFO - Epoch [58][120/1879] lr: 2.000e-03, eta: 13:10:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9227, loss_cls: 0.8714, loss: 0.8714, grad_norm: 4.2968 2021-06-18 04:18:10,818 - mmaction - INFO - Epoch [58][140/1879] lr: 2.000e-03, eta: 13:09:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.8863, loss: 0.8863, grad_norm: 4.2838 2021-06-18 04:18:21,949 - mmaction - INFO - Epoch [58][160/1879] lr: 2.000e-03, eta: 13:09:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9211, loss_cls: 0.8758, loss: 0.8758, grad_norm: 4.2555 2021-06-18 04:18:33,064 - mmaction - INFO - Epoch [58][180/1879] lr: 2.000e-03, eta: 13:09:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9230, loss_cls: 0.8771, loss: 0.8771, grad_norm: 4.3226 2021-06-18 04:18:44,194 - mmaction - INFO - Epoch [58][200/1879] lr: 2.000e-03, eta: 13:09:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9297, loss_cls: 0.8449, loss: 0.8449, grad_norm: 4.2965 2021-06-18 04:18:55,344 - mmaction - INFO - Epoch [58][220/1879] lr: 2.000e-03, eta: 13:09:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8605, loss: 0.8605, grad_norm: 4.2689 2021-06-18 04:19:06,480 - mmaction - INFO - Epoch [58][240/1879] lr: 2.000e-03, eta: 13:08:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9029, loss: 0.9029, grad_norm: 4.3543 2021-06-18 04:19:17,659 - mmaction - INFO - Epoch [58][260/1879] lr: 2.000e-03, eta: 13:08:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9270, loss_cls: 0.8953, loss: 0.8953, grad_norm: 4.3767 2021-06-18 04:19:28,761 - mmaction - INFO - Epoch [58][280/1879] lr: 2.000e-03, eta: 13:08:24, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9273, loss_cls: 0.8495, loss: 0.8495, grad_norm: 4.2749 2021-06-18 04:19:39,926 - mmaction - INFO - Epoch [58][300/1879] lr: 2.000e-03, eta: 13:08:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9101, loss: 0.9101, grad_norm: 4.3994 2021-06-18 04:19:51,089 - mmaction - INFO - Epoch [58][320/1879] lr: 2.000e-03, eta: 13:07:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8628, loss: 0.8628, grad_norm: 4.3680 2021-06-18 04:20:02,316 - mmaction - INFO - Epoch [58][340/1879] lr: 2.000e-03, eta: 13:07:47, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9191, loss_cls: 0.9020, loss: 0.9020, grad_norm: 4.4138 2021-06-18 04:20:13,426 - mmaction - INFO - Epoch [58][360/1879] lr: 2.000e-03, eta: 13:07:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9152, loss_cls: 0.9356, loss: 0.9356, grad_norm: 4.4604 2021-06-18 04:20:24,573 - mmaction - INFO - Epoch [58][380/1879] lr: 2.000e-03, eta: 13:07:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9203, loss_cls: 0.8683, loss: 0.8683, grad_norm: 4.3252 2021-06-18 04:20:35,714 - mmaction - INFO - Epoch [58][400/1879] lr: 2.000e-03, eta: 13:07:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9281, loss_cls: 0.8367, loss: 0.8367, grad_norm: 4.3004 2021-06-18 04:20:46,863 - mmaction - INFO - Epoch [58][420/1879] lr: 2.000e-03, eta: 13:06:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.8861, loss: 0.8861, grad_norm: 4.3227 2021-06-18 04:20:57,995 - mmaction - INFO - Epoch [58][440/1879] lr: 2.000e-03, eta: 13:06:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9168, loss_cls: 0.8990, loss: 0.8990, grad_norm: 4.3727 2021-06-18 04:21:09,137 - mmaction - INFO - Epoch [58][460/1879] lr: 2.000e-03, eta: 13:06:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9160, loss_cls: 0.9162, loss: 0.9162, grad_norm: 4.5192 2021-06-18 04:21:20,283 - mmaction - INFO - Epoch [58][480/1879] lr: 2.000e-03, eta: 13:06:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9234, loss_cls: 0.9088, loss: 0.9088, grad_norm: 4.4285 2021-06-18 04:21:31,427 - mmaction - INFO - Epoch [58][500/1879] lr: 2.000e-03, eta: 13:06:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8554, loss: 0.8554, grad_norm: 4.3685 2021-06-18 04:21:42,586 - mmaction - INFO - Epoch [58][520/1879] lr: 2.000e-03, eta: 13:05:57, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9238, loss_cls: 0.9074, loss: 0.9074, grad_norm: 4.3967 2021-06-18 04:21:53,738 - mmaction - INFO - Epoch [58][540/1879] lr: 2.000e-03, eta: 13:05:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9227, loss_cls: 0.8920, loss: 0.8920, grad_norm: 4.4167 2021-06-18 04:22:04,895 - mmaction - INFO - Epoch [58][560/1879] lr: 2.000e-03, eta: 13:05:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.3866 2021-06-18 04:22:16,074 - mmaction - INFO - Epoch [58][580/1879] lr: 2.000e-03, eta: 13:05:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9305, loss_cls: 0.8456, loss: 0.8456, grad_norm: 4.3318 2021-06-18 04:22:27,233 - mmaction - INFO - Epoch [58][600/1879] lr: 2.000e-03, eta: 13:05:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9203, loss_cls: 0.9106, loss: 0.9106, grad_norm: 4.4354 2021-06-18 04:22:38,382 - mmaction - INFO - Epoch [58][620/1879] lr: 2.000e-03, eta: 13:04:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9187, loss_cls: 0.9124, loss: 0.9124, grad_norm: 4.5639 2021-06-18 04:22:49,531 - mmaction - INFO - Epoch [58][640/1879] lr: 2.000e-03, eta: 13:04:44, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9238, loss_cls: 0.8820, loss: 0.8820, grad_norm: 4.4362 2021-06-18 04:23:00,682 - mmaction - INFO - Epoch [58][660/1879] lr: 2.000e-03, eta: 13:04:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.8741, loss: 0.8741, grad_norm: 4.3367 2021-06-18 04:23:11,837 - mmaction - INFO - Epoch [58][680/1879] lr: 2.000e-03, eta: 13:04:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9195, loss_cls: 0.9498, loss: 0.9498, grad_norm: 4.4950 2021-06-18 04:23:22,964 - mmaction - INFO - Epoch [58][700/1879] lr: 2.000e-03, eta: 13:04:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.8178, loss: 0.8178, grad_norm: 4.2479 2021-06-18 04:23:34,092 - mmaction - INFO - Epoch [58][720/1879] lr: 2.000e-03, eta: 13:03:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9246, loss_cls: 0.8957, loss: 0.8957, grad_norm: 4.4080 2021-06-18 04:23:45,245 - mmaction - INFO - Epoch [58][740/1879] lr: 2.000e-03, eta: 13:03:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9297, loss_cls: 0.8781, loss: 0.8781, grad_norm: 4.3368 2021-06-18 04:23:56,406 - mmaction - INFO - Epoch [58][760/1879] lr: 2.000e-03, eta: 13:03:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9211, loss_cls: 0.8933, loss: 0.8933, grad_norm: 4.3623 2021-06-18 04:24:07,569 - mmaction - INFO - Epoch [58][780/1879] lr: 2.000e-03, eta: 13:03:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9215, loss_cls: 0.8763, loss: 0.8763, grad_norm: 4.3610 2021-06-18 04:24:18,693 - mmaction - INFO - Epoch [58][800/1879] lr: 2.000e-03, eta: 13:03:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9273, loss_cls: 0.8735, loss: 0.8735, grad_norm: 4.4226 2021-06-18 04:24:29,846 - mmaction - INFO - Epoch [58][820/1879] lr: 2.000e-03, eta: 13:02:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8489, loss: 0.8489, grad_norm: 4.2689 2021-06-18 04:24:40,975 - mmaction - INFO - Epoch [58][840/1879] lr: 2.000e-03, eta: 13:02:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9301, loss_cls: 0.8439, loss: 0.8439, grad_norm: 4.2239 2021-06-18 04:24:52,127 - mmaction - INFO - Epoch [58][860/1879] lr: 2.000e-03, eta: 13:02:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8609, loss: 0.8609, grad_norm: 4.3566 2021-06-18 04:25:03,327 - mmaction - INFO - Epoch [58][880/1879] lr: 2.000e-03, eta: 13:02:18, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9238, loss_cls: 0.8729, loss: 0.8729, grad_norm: 4.4442 2021-06-18 04:25:14,449 - mmaction - INFO - Epoch [58][900/1879] lr: 2.000e-03, eta: 13:02:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9238, loss_cls: 0.9120, loss: 0.9120, grad_norm: 4.4760 2021-06-18 04:25:25,607 - mmaction - INFO - Epoch [58][920/1879] lr: 2.000e-03, eta: 13:01:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9203, loss_cls: 0.8970, loss: 0.8970, grad_norm: 4.3532 2021-06-18 04:25:36,762 - mmaction - INFO - Epoch [58][940/1879] lr: 2.000e-03, eta: 13:01:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9191, loss_cls: 0.8842, loss: 0.8842, grad_norm: 4.3642 2021-06-18 04:25:47,913 - mmaction - INFO - Epoch [58][960/1879] lr: 2.000e-03, eta: 13:01:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.8928, loss: 0.8928, grad_norm: 4.3611 2021-06-18 04:25:59,087 - mmaction - INFO - Epoch [58][980/1879] lr: 2.000e-03, eta: 13:01:17, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9293, loss_cls: 0.8416, loss: 0.8416, grad_norm: 4.2913 2021-06-18 04:26:10,236 - mmaction - INFO - Epoch [58][1000/1879] lr: 2.000e-03, eta: 13:01:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9289, loss_cls: 0.8702, loss: 0.8702, grad_norm: 4.4851 2021-06-18 04:26:21,385 - mmaction - INFO - Epoch [58][1020/1879] lr: 2.000e-03, eta: 13:00:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9160, loss_cls: 0.9180, loss: 0.9180, grad_norm: 4.5126 2021-06-18 04:26:32,534 - mmaction - INFO - Epoch [58][1040/1879] lr: 2.000e-03, eta: 13:00:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9230, loss_cls: 0.8877, loss: 0.8877, grad_norm: 4.4438 2021-06-18 04:26:43,686 - mmaction - INFO - Epoch [58][1060/1879] lr: 2.000e-03, eta: 13:00:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9184, loss_cls: 0.8976, loss: 0.8976, grad_norm: 4.3756 2021-06-18 04:26:54,850 - mmaction - INFO - Epoch [58][1080/1879] lr: 2.000e-03, eta: 13:00:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9285, loss_cls: 0.8473, loss: 0.8473, grad_norm: 4.1659 2021-06-18 04:27:06,004 - mmaction - INFO - Epoch [58][1100/1879] lr: 2.000e-03, eta: 13:00:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.8736, loss: 0.8736, grad_norm: 4.3270 2021-06-18 04:27:17,150 - mmaction - INFO - Epoch [58][1120/1879] lr: 2.000e-03, eta: 12:59:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9227, loss_cls: 0.9120, loss: 0.9120, grad_norm: 4.4753 2021-06-18 04:27:28,294 - mmaction - INFO - Epoch [58][1140/1879] lr: 2.000e-03, eta: 12:59:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9289, loss_cls: 0.8526, loss: 0.8526, grad_norm: 4.3656 2021-06-18 04:27:39,447 - mmaction - INFO - Epoch [58][1160/1879] lr: 2.000e-03, eta: 12:59:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9207, loss_cls: 0.8690, loss: 0.8690, grad_norm: 4.2783 2021-06-18 04:27:50,608 - mmaction - INFO - Epoch [58][1180/1879] lr: 2.000e-03, eta: 12:59:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9191, loss_cls: 0.9085, loss: 0.9085, grad_norm: 4.4701 2021-06-18 04:28:01,780 - mmaction - INFO - Epoch [58][1200/1879] lr: 2.000e-03, eta: 12:59:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9285, loss_cls: 0.8758, loss: 0.8758, grad_norm: 4.3151 2021-06-18 04:28:12,934 - mmaction - INFO - Epoch [58][1220/1879] lr: 2.000e-03, eta: 12:58:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9215, loss_cls: 0.9100, loss: 0.9100, grad_norm: 4.4853 2021-06-18 04:28:24,079 - mmaction - INFO - Epoch [58][1240/1879] lr: 2.000e-03, eta: 12:58:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9184, loss_cls: 0.8994, loss: 0.8994, grad_norm: 4.3451 2021-06-18 04:28:35,228 - mmaction - INFO - Epoch [58][1260/1879] lr: 2.000e-03, eta: 12:58:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.8985, loss: 0.8985, grad_norm: 4.3936 2021-06-18 04:28:46,378 - mmaction - INFO - Epoch [58][1280/1879] lr: 2.000e-03, eta: 12:58:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9289, loss_cls: 0.8455, loss: 0.8455, grad_norm: 4.4086 2021-06-18 04:28:57,543 - mmaction - INFO - Epoch [58][1300/1879] lr: 2.000e-03, eta: 12:58:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9156, loss_cls: 0.9204, loss: 0.9204, grad_norm: 4.4481 2021-06-18 04:29:08,699 - mmaction - INFO - Epoch [58][1320/1879] lr: 2.000e-03, eta: 12:57:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9199, loss_cls: 0.8993, loss: 0.8993, grad_norm: 4.4119 2021-06-18 04:29:19,845 - mmaction - INFO - Epoch [58][1340/1879] lr: 2.000e-03, eta: 12:57:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.8997, loss: 0.8997, grad_norm: 4.3020 2021-06-18 04:29:31,011 - mmaction - INFO - Epoch [58][1360/1879] lr: 2.000e-03, eta: 12:57:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8825, loss: 0.8825, grad_norm: 4.3804 2021-06-18 04:29:42,151 - mmaction - INFO - Epoch [58][1380/1879] lr: 2.000e-03, eta: 12:57:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9207, loss_cls: 0.9008, loss: 0.9008, grad_norm: 4.3570 2021-06-18 04:29:53,313 - mmaction - INFO - Epoch [58][1400/1879] lr: 2.000e-03, eta: 12:57:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9254, loss_cls: 0.8366, loss: 0.8366, grad_norm: 4.2420 2021-06-18 04:30:04,453 - mmaction - INFO - Epoch [58][1420/1879] lr: 2.000e-03, eta: 12:56:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.8828, loss: 0.8828, grad_norm: 4.4055 2021-06-18 04:30:15,612 - mmaction - INFO - Epoch [58][1440/1879] lr: 2.000e-03, eta: 12:56:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.8964, loss: 0.8964, grad_norm: 4.4638 2021-06-18 04:30:26,792 - mmaction - INFO - Epoch [58][1460/1879] lr: 2.000e-03, eta: 12:56:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9227, loss_cls: 0.8835, loss: 0.8835, grad_norm: 4.3763 2021-06-18 04:30:37,906 - mmaction - INFO - Epoch [58][1480/1879] lr: 2.000e-03, eta: 12:56:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9207, loss_cls: 0.9014, loss: 0.9014, grad_norm: 4.4163 2021-06-18 04:30:49,058 - mmaction - INFO - Epoch [58][1500/1879] lr: 2.000e-03, eta: 12:56:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9238, loss_cls: 0.8594, loss: 0.8594, grad_norm: 4.3626 2021-06-18 04:31:00,185 - mmaction - INFO - Epoch [58][1520/1879] lr: 2.000e-03, eta: 12:55:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9203, loss_cls: 0.8745, loss: 0.8745, grad_norm: 4.3277 2021-06-18 04:31:11,340 - mmaction - INFO - Epoch [58][1540/1879] lr: 2.000e-03, eta: 12:55:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9301, loss_cls: 0.8295, loss: 0.8295, grad_norm: 4.2391 2021-06-18 04:31:22,493 - mmaction - INFO - Epoch [58][1560/1879] lr: 2.000e-03, eta: 12:55:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9191, loss_cls: 0.8948, loss: 0.8948, grad_norm: 4.3739 2021-06-18 04:31:33,649 - mmaction - INFO - Epoch [58][1580/1879] lr: 2.000e-03, eta: 12:55:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.8876, loss: 0.8876, grad_norm: 4.3043 2021-06-18 04:31:44,771 - mmaction - INFO - Epoch [58][1600/1879] lr: 2.000e-03, eta: 12:54:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8901, loss: 0.8901, grad_norm: 4.3476 2021-06-18 04:31:55,925 - mmaction - INFO - Epoch [58][1620/1879] lr: 2.000e-03, eta: 12:54:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9227, loss_cls: 0.9038, loss: 0.9038, grad_norm: 4.4544 2021-06-18 04:32:07,072 - mmaction - INFO - Epoch [58][1640/1879] lr: 2.000e-03, eta: 12:54:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9176, loss_cls: 0.9071, loss: 0.9071, grad_norm: 4.4630 2021-06-18 04:32:18,220 - mmaction - INFO - Epoch [58][1660/1879] lr: 2.000e-03, eta: 12:54:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9168, loss_cls: 0.9361, loss: 0.9361, grad_norm: 4.5821 2021-06-18 04:32:29,413 - mmaction - INFO - Epoch [58][1680/1879] lr: 2.000e-03, eta: 12:54:11, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8389, loss: 0.8389, grad_norm: 4.3220 2021-06-18 04:32:40,579 - mmaction - INFO - Epoch [58][1700/1879] lr: 2.000e-03, eta: 12:53:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.8839, loss: 0.8839, grad_norm: 4.4451 2021-06-18 04:32:51,700 - mmaction - INFO - Epoch [58][1720/1879] lr: 2.000e-03, eta: 12:53:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9191, loss_cls: 0.9150, loss: 0.9150, grad_norm: 4.4139 2021-06-18 04:33:02,851 - mmaction - INFO - Epoch [58][1740/1879] lr: 2.000e-03, eta: 12:53:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9215, loss_cls: 0.9018, loss: 0.9018, grad_norm: 4.4887 2021-06-18 04:33:13,952 - mmaction - INFO - Epoch [58][1760/1879] lr: 2.000e-03, eta: 12:53:22, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9168, loss: 0.9168, grad_norm: 4.4505 2021-06-18 04:33:25,102 - mmaction - INFO - Epoch [58][1780/1879] lr: 2.000e-03, eta: 12:53:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9208, loss: 0.9208, grad_norm: 4.4118 2021-06-18 04:33:36,245 - mmaction - INFO - Epoch [58][1800/1879] lr: 2.000e-03, eta: 12:52:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8828, loss: 0.8828, grad_norm: 4.3943 2021-06-18 04:33:47,393 - mmaction - INFO - Epoch [58][1820/1879] lr: 2.000e-03, eta: 12:52:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9273, loss_cls: 0.8552, loss: 0.8552, grad_norm: 4.3095 2021-06-18 04:33:58,539 - mmaction - INFO - Epoch [58][1840/1879] lr: 2.000e-03, eta: 12:52:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9301, loss_cls: 0.8651, loss: 0.8651, grad_norm: 4.4147 2021-06-18 04:34:09,691 - mmaction - INFO - Epoch [58][1860/1879] lr: 2.000e-03, eta: 12:52:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8775, loss: 0.8775, grad_norm: 4.4020 2021-06-18 04:34:22,147 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-06-18 04:35:40,190 - mmaction - INFO - Epoch [59][20/1879] lr: 2.000e-03, eta: 12:52:37, time: 3.859, data_time: 3.205, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8708, loss: 0.8708, grad_norm: 4.3893 2021-06-18 04:35:51,333 - mmaction - INFO - Epoch [59][40/1879] lr: 2.000e-03, eta: 12:52:25, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9270, loss_cls: 0.8881, loss: 0.8881, grad_norm: 4.5053 2021-06-18 04:36:02,453 - mmaction - INFO - Epoch [59][60/1879] lr: 2.000e-03, eta: 12:52:13, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9207, loss_cls: 0.8838, loss: 0.8838, grad_norm: 4.4702 2021-06-18 04:36:13,563 - mmaction - INFO - Epoch [59][80/1879] lr: 2.000e-03, eta: 12:52:01, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9277, loss_cls: 0.8660, loss: 0.8660, grad_norm: 4.4336 2021-06-18 04:36:24,697 - mmaction - INFO - Epoch [59][100/1879] lr: 2.000e-03, eta: 12:51:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8621, loss: 0.8621, grad_norm: 4.4912 2021-06-18 04:36:35,824 - mmaction - INFO - Epoch [59][120/1879] lr: 2.000e-03, eta: 12:51:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9273, loss_cls: 0.8656, loss: 0.8656, grad_norm: 4.4519 2021-06-18 04:36:46,932 - mmaction - INFO - Epoch [59][140/1879] lr: 2.000e-03, eta: 12:51:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9238, loss_cls: 0.8880, loss: 0.8880, grad_norm: 4.4152 2021-06-18 04:36:58,095 - mmaction - INFO - Epoch [59][160/1879] lr: 2.000e-03, eta: 12:51:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9316, loss_cls: 0.8437, loss: 0.8437, grad_norm: 4.4480 2021-06-18 04:37:09,229 - mmaction - INFO - Epoch [59][180/1879] lr: 2.000e-03, eta: 12:51:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8608, loss: 0.8608, grad_norm: 4.4148 2021-06-18 04:37:20,374 - mmaction - INFO - Epoch [59][200/1879] lr: 2.000e-03, eta: 12:50:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9238, loss_cls: 0.8443, loss: 0.8443, grad_norm: 4.3099 2021-06-18 04:37:31,504 - mmaction - INFO - Epoch [59][220/1879] lr: 2.000e-03, eta: 12:50:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9234, loss_cls: 0.8760, loss: 0.8760, grad_norm: 4.3879 2021-06-18 04:37:42,644 - mmaction - INFO - Epoch [59][240/1879] lr: 2.000e-03, eta: 12:50:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9309, loss_cls: 0.8347, loss: 0.8347, grad_norm: 4.3330 2021-06-18 04:37:53,777 - mmaction - INFO - Epoch [59][260/1879] lr: 2.000e-03, eta: 12:50:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9191, loss_cls: 0.8876, loss: 0.8876, grad_norm: 4.4366 2021-06-18 04:38:04,934 - mmaction - INFO - Epoch [59][280/1879] lr: 2.000e-03, eta: 12:49:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9309, loss_cls: 0.8702, loss: 0.8702, grad_norm: 4.3462 2021-06-18 04:38:16,075 - mmaction - INFO - Epoch [59][300/1879] lr: 2.000e-03, eta: 12:49:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9320, loss_cls: 0.8471, loss: 0.8471, grad_norm: 4.3452 2021-06-18 04:38:27,210 - mmaction - INFO - Epoch [59][320/1879] lr: 2.000e-03, eta: 12:49:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9254, loss_cls: 0.8925, loss: 0.8925, grad_norm: 4.4873 2021-06-18 04:38:38,370 - mmaction - INFO - Epoch [59][340/1879] lr: 2.000e-03, eta: 12:49:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8456, loss: 0.8456, grad_norm: 4.3574 2021-06-18 04:38:49,525 - mmaction - INFO - Epoch [59][360/1879] lr: 2.000e-03, eta: 12:49:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9266, loss: 0.9266, grad_norm: 4.5307 2021-06-18 04:39:00,667 - mmaction - INFO - Epoch [59][380/1879] lr: 2.000e-03, eta: 12:48:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9246, loss_cls: 0.8562, loss: 0.8562, grad_norm: 4.4132 2021-06-18 04:39:11,818 - mmaction - INFO - Epoch [59][400/1879] lr: 2.000e-03, eta: 12:48:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9184, loss_cls: 0.9293, loss: 0.9293, grad_norm: 4.4705 2021-06-18 04:39:22,958 - mmaction - INFO - Epoch [59][420/1879] lr: 2.000e-03, eta: 12:48:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9176, loss_cls: 0.9092, loss: 0.9092, grad_norm: 4.3981 2021-06-18 04:39:34,104 - mmaction - INFO - Epoch [59][440/1879] lr: 2.000e-03, eta: 12:48:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9223, loss_cls: 0.8595, loss: 0.8595, grad_norm: 4.3207 2021-06-18 04:39:45,264 - mmaction - INFO - Epoch [59][460/1879] lr: 2.000e-03, eta: 12:48:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9297, loss_cls: 0.8363, loss: 0.8363, grad_norm: 4.4370 2021-06-18 04:39:56,428 - mmaction - INFO - Epoch [59][480/1879] lr: 2.000e-03, eta: 12:47:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9156, loss_cls: 0.9400, loss: 0.9400, grad_norm: 4.5335 2021-06-18 04:40:07,737 - mmaction - INFO - Epoch [59][500/1879] lr: 2.000e-03, eta: 12:47:45, time: 0.566, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9262, loss_cls: 0.8823, loss: 0.8823, grad_norm: 4.3788 2021-06-18 04:40:18,870 - mmaction - INFO - Epoch [59][520/1879] lr: 2.000e-03, eta: 12:47:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9219, loss_cls: 0.8820, loss: 0.8820, grad_norm: 4.4755 2021-06-18 04:40:30,018 - mmaction - INFO - Epoch [59][540/1879] lr: 2.000e-03, eta: 12:47:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9234, loss_cls: 0.8587, loss: 0.8587, grad_norm: 4.3775 2021-06-18 04:40:41,172 - mmaction - INFO - Epoch [59][560/1879] lr: 2.000e-03, eta: 12:47:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8633, loss: 0.8633, grad_norm: 4.3487 2021-06-18 04:40:52,309 - mmaction - INFO - Epoch [59][580/1879] lr: 2.000e-03, eta: 12:46:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8855, loss: 0.8855, grad_norm: 4.4091 2021-06-18 04:41:03,442 - mmaction - INFO - Epoch [59][600/1879] lr: 2.000e-03, eta: 12:46:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9254, loss_cls: 0.8815, loss: 0.8815, grad_norm: 4.4536 2021-06-18 04:41:14,603 - mmaction - INFO - Epoch [59][620/1879] lr: 2.000e-03, eta: 12:46:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9313, loss_cls: 0.8488, loss: 0.8488, grad_norm: 4.3496 2021-06-18 04:41:25,781 - mmaction - INFO - Epoch [59][640/1879] lr: 2.000e-03, eta: 12:46:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9223, loss_cls: 0.8760, loss: 0.8760, grad_norm: 4.4764 2021-06-18 04:41:36,960 - mmaction - INFO - Epoch [59][660/1879] lr: 2.000e-03, eta: 12:46:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9152, loss_cls: 0.9247, loss: 0.9247, grad_norm: 4.4866 2021-06-18 04:41:48,077 - mmaction - INFO - Epoch [59][680/1879] lr: 2.000e-03, eta: 12:45:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9230, loss_cls: 0.9217, loss: 0.9217, grad_norm: 4.4024 2021-06-18 04:41:59,230 - mmaction - INFO - Epoch [59][700/1879] lr: 2.000e-03, eta: 12:45:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9223, loss_cls: 0.9062, loss: 0.9062, grad_norm: 4.5552 2021-06-18 04:42:10,379 - mmaction - INFO - Epoch [59][720/1879] lr: 2.000e-03, eta: 12:45:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9215, loss_cls: 0.9011, loss: 0.9011, grad_norm: 4.4835 2021-06-18 04:42:21,521 - mmaction - INFO - Epoch [59][740/1879] lr: 2.000e-03, eta: 12:45:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9367, loss_cls: 0.8565, loss: 0.8565, grad_norm: 4.4955 2021-06-18 04:42:32,654 - mmaction - INFO - Epoch [59][760/1879] lr: 2.000e-03, eta: 12:45:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9246, loss_cls: 0.8590, loss: 0.8590, grad_norm: 4.3765 2021-06-18 04:42:43,826 - mmaction - INFO - Epoch [59][780/1879] lr: 2.000e-03, eta: 12:44:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7582, top5_acc: 0.9172, loss_cls: 0.9146, loss: 0.9146, grad_norm: 4.6041 2021-06-18 04:42:54,975 - mmaction - INFO - Epoch [59][800/1879] lr: 2.000e-03, eta: 12:44:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8475, loss: 0.8475, grad_norm: 4.2872 2021-06-18 04:43:06,125 - mmaction - INFO - Epoch [59][820/1879] lr: 2.000e-03, eta: 12:44:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9133, loss_cls: 0.9305, loss: 0.9305, grad_norm: 4.5902 2021-06-18 04:43:17,266 - mmaction - INFO - Epoch [59][840/1879] lr: 2.000e-03, eta: 12:44:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9246, loss_cls: 0.9062, loss: 0.9062, grad_norm: 4.4813 2021-06-18 04:43:28,416 - mmaction - INFO - Epoch [59][860/1879] lr: 2.000e-03, eta: 12:44:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9184, loss_cls: 0.8689, loss: 0.8689, grad_norm: 4.3858 2021-06-18 04:43:39,540 - mmaction - INFO - Epoch [59][880/1879] lr: 2.000e-03, eta: 12:43:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9199, loss_cls: 0.9153, loss: 0.9153, grad_norm: 4.4989 2021-06-18 04:43:50,685 - mmaction - INFO - Epoch [59][900/1879] lr: 2.000e-03, eta: 12:43:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9270, loss_cls: 0.8558, loss: 0.8558, grad_norm: 4.2946 2021-06-18 04:44:01,825 - mmaction - INFO - Epoch [59][920/1879] lr: 2.000e-03, eta: 12:43:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9152, loss_cls: 0.9088, loss: 0.9088, grad_norm: 4.4080 2021-06-18 04:44:12,932 - mmaction - INFO - Epoch [59][940/1879] lr: 2.000e-03, eta: 12:43:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9168, loss_cls: 0.9244, loss: 0.9244, grad_norm: 4.4875 2021-06-18 04:44:24,084 - mmaction - INFO - Epoch [59][960/1879] lr: 2.000e-03, eta: 12:43:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9199, loss_cls: 0.9018, loss: 0.9018, grad_norm: 4.3950 2021-06-18 04:44:35,227 - mmaction - INFO - Epoch [59][980/1879] lr: 2.000e-03, eta: 12:42:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9199, loss_cls: 0.8647, loss: 0.8647, grad_norm: 4.3872 2021-06-18 04:44:46,380 - mmaction - INFO - Epoch [59][1000/1879] lr: 2.000e-03, eta: 12:42:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9246, loss_cls: 0.8445, loss: 0.8445, grad_norm: 4.3163 2021-06-18 04:44:57,520 - mmaction - INFO - Epoch [59][1020/1879] lr: 2.000e-03, eta: 12:42:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8381, loss: 0.8381, grad_norm: 4.3844 2021-06-18 04:45:08,683 - mmaction - INFO - Epoch [59][1040/1879] lr: 2.000e-03, eta: 12:42:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9133, loss_cls: 0.9461, loss: 0.9461, grad_norm: 4.5450 2021-06-18 04:45:19,858 - mmaction - INFO - Epoch [59][1060/1879] lr: 2.000e-03, eta: 12:42:04, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9340, loss_cls: 0.8401, loss: 0.8401, grad_norm: 4.3549 2021-06-18 04:45:31,011 - mmaction - INFO - Epoch [59][1080/1879] lr: 2.000e-03, eta: 12:41:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9270, loss_cls: 0.8733, loss: 0.8733, grad_norm: 4.4306 2021-06-18 04:45:42,147 - mmaction - INFO - Epoch [59][1100/1879] lr: 2.000e-03, eta: 12:41:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9242, loss_cls: 0.8793, loss: 0.8793, grad_norm: 4.4613 2021-06-18 04:45:53,315 - mmaction - INFO - Epoch [59][1120/1879] lr: 2.000e-03, eta: 12:41:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9309, loss_cls: 0.8595, loss: 0.8595, grad_norm: 4.5201 2021-06-18 04:46:04,484 - mmaction - INFO - Epoch [59][1140/1879] lr: 2.000e-03, eta: 12:41:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8555, loss: 0.8555, grad_norm: 4.4392 2021-06-18 04:46:15,640 - mmaction - INFO - Epoch [59][1160/1879] lr: 2.000e-03, eta: 12:41:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8426, loss: 0.8426, grad_norm: 4.3620 2021-06-18 04:46:26,782 - mmaction - INFO - Epoch [59][1180/1879] lr: 2.000e-03, eta: 12:40:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9191, loss_cls: 0.8971, loss: 0.8971, grad_norm: 4.4785 2021-06-18 04:46:37,925 - mmaction - INFO - Epoch [59][1200/1879] lr: 2.000e-03, eta: 12:40:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9238, loss_cls: 0.8624, loss: 0.8624, grad_norm: 4.3234 2021-06-18 04:46:49,065 - mmaction - INFO - Epoch [59][1220/1879] lr: 2.000e-03, eta: 12:40:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9176, loss_cls: 0.9036, loss: 0.9036, grad_norm: 4.4051 2021-06-18 04:47:00,206 - mmaction - INFO - Epoch [59][1240/1879] lr: 2.000e-03, eta: 12:40:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9156, loss_cls: 0.9321, loss: 0.9321, grad_norm: 4.5266 2021-06-18 04:47:11,356 - mmaction - INFO - Epoch [59][1260/1879] lr: 2.000e-03, eta: 12:40:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9191, loss_cls: 0.8917, loss: 0.8917, grad_norm: 4.3845 2021-06-18 04:47:22,502 - mmaction - INFO - Epoch [59][1280/1879] lr: 2.000e-03, eta: 12:39:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9191, loss_cls: 0.8818, loss: 0.8818, grad_norm: 4.4934 2021-06-18 04:47:33,642 - mmaction - INFO - Epoch [59][1300/1879] lr: 2.000e-03, eta: 12:39:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9285, loss_cls: 0.8613, loss: 0.8613, grad_norm: 4.4611 2021-06-18 04:47:44,783 - mmaction - INFO - Epoch [59][1320/1879] lr: 2.000e-03, eta: 12:39:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9207, loss_cls: 0.8872, loss: 0.8872, grad_norm: 4.4349 2021-06-18 04:47:55,935 - mmaction - INFO - Epoch [59][1340/1879] lr: 2.000e-03, eta: 12:39:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.8956, loss: 0.8956, grad_norm: 4.4424 2021-06-18 04:48:07,070 - mmaction - INFO - Epoch [59][1360/1879] lr: 2.000e-03, eta: 12:39:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9238, loss_cls: 0.8607, loss: 0.8607, grad_norm: 4.3461 2021-06-18 04:48:18,211 - mmaction - INFO - Epoch [59][1380/1879] lr: 2.000e-03, eta: 12:38:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9270, loss_cls: 0.8596, loss: 0.8596, grad_norm: 4.4911 2021-06-18 04:48:29,369 - mmaction - INFO - Epoch [59][1400/1879] lr: 2.000e-03, eta: 12:38:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9176, loss_cls: 0.8883, loss: 0.8883, grad_norm: 4.4649 2021-06-18 04:48:40,522 - mmaction - INFO - Epoch [59][1420/1879] lr: 2.000e-03, eta: 12:38:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9180, loss_cls: 0.8763, loss: 0.8763, grad_norm: 4.3751 2021-06-18 04:48:51,671 - mmaction - INFO - Epoch [59][1440/1879] lr: 2.000e-03, eta: 12:38:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9289, loss_cls: 0.8708, loss: 0.8708, grad_norm: 4.4109 2021-06-18 04:49:02,820 - mmaction - INFO - Epoch [59][1460/1879] lr: 2.000e-03, eta: 12:38:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9227, loss_cls: 0.8786, loss: 0.8786, grad_norm: 4.5237 2021-06-18 04:49:13,954 - mmaction - INFO - Epoch [59][1480/1879] lr: 2.000e-03, eta: 12:37:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.8995, loss: 0.8995, grad_norm: 4.5265 2021-06-18 04:49:25,081 - mmaction - INFO - Epoch [59][1500/1879] lr: 2.000e-03, eta: 12:37:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9187, loss_cls: 0.9093, loss: 0.9093, grad_norm: 4.5789 2021-06-18 04:49:36,236 - mmaction - INFO - Epoch [59][1520/1879] lr: 2.000e-03, eta: 12:37:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9289, loss_cls: 0.8506, loss: 0.8506, grad_norm: 4.3651 2021-06-18 04:49:47,402 - mmaction - INFO - Epoch [59][1540/1879] lr: 2.000e-03, eta: 12:37:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9207, loss_cls: 0.9049, loss: 0.9049, grad_norm: 4.5214 2021-06-18 04:49:58,573 - mmaction - INFO - Epoch [59][1560/1879] lr: 2.000e-03, eta: 12:37:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8466, loss: 0.8466, grad_norm: 4.4144 2021-06-18 04:50:09,739 - mmaction - INFO - Epoch [59][1580/1879] lr: 2.000e-03, eta: 12:36:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.8993, loss: 0.8993, grad_norm: 4.5281 2021-06-18 04:50:20,882 - mmaction - INFO - Epoch [59][1600/1879] lr: 2.000e-03, eta: 12:36:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9246, loss_cls: 0.8807, loss: 0.8807, grad_norm: 4.6053 2021-06-18 04:50:32,032 - mmaction - INFO - Epoch [59][1620/1879] lr: 2.000e-03, eta: 12:36:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9223, loss_cls: 0.9006, loss: 0.9006, grad_norm: 4.5422 2021-06-18 04:50:43,196 - mmaction - INFO - Epoch [59][1640/1879] lr: 2.000e-03, eta: 12:36:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9227, loss_cls: 0.8920, loss: 0.8920, grad_norm: 4.4167 2021-06-18 04:50:54,347 - mmaction - INFO - Epoch [59][1660/1879] lr: 2.000e-03, eta: 12:35:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8604, loss: 0.8604, grad_norm: 4.3700 2021-06-18 04:51:05,500 - mmaction - INFO - Epoch [59][1680/1879] lr: 2.000e-03, eta: 12:35:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9230, loss_cls: 0.9109, loss: 0.9109, grad_norm: 4.5758 2021-06-18 04:51:16,629 - mmaction - INFO - Epoch [59][1700/1879] lr: 2.000e-03, eta: 12:35:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9211, loss_cls: 0.8822, loss: 0.8822, grad_norm: 4.3901 2021-06-18 04:51:27,806 - mmaction - INFO - Epoch [59][1720/1879] lr: 2.000e-03, eta: 12:35:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9266, loss_cls: 0.8822, loss: 0.8822, grad_norm: 4.4625 2021-06-18 04:51:38,956 - mmaction - INFO - Epoch [59][1740/1879] lr: 2.000e-03, eta: 12:35:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9270, loss_cls: 0.8973, loss: 0.8973, grad_norm: 4.5864 2021-06-18 04:51:50,110 - mmaction - INFO - Epoch [59][1760/1879] lr: 2.000e-03, eta: 12:34:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9195, loss_cls: 0.9012, loss: 0.9012, grad_norm: 4.4293 2021-06-18 04:52:01,264 - mmaction - INFO - Epoch [59][1780/1879] lr: 2.000e-03, eta: 12:34:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9258, loss_cls: 0.8807, loss: 0.8807, grad_norm: 4.4788 2021-06-18 04:52:12,406 - mmaction - INFO - Epoch [59][1800/1879] lr: 2.000e-03, eta: 12:34:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9223, loss_cls: 0.8658, loss: 0.8658, grad_norm: 4.4174 2021-06-18 04:52:23,572 - mmaction - INFO - Epoch [59][1820/1879] lr: 2.000e-03, eta: 12:34:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9262, loss_cls: 0.8772, loss: 0.8772, grad_norm: 4.4985 2021-06-18 04:52:34,710 - mmaction - INFO - Epoch [59][1840/1879] lr: 2.000e-03, eta: 12:34:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9098, loss: 0.9098, grad_norm: 4.4808 2021-06-18 04:52:45,896 - mmaction - INFO - Epoch [59][1860/1879] lr: 2.000e-03, eta: 12:33:58, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9262, loss_cls: 0.8645, loss: 0.8645, grad_norm: 4.5248 2021-06-18 04:52:57,866 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-06-18 04:54:15,339 - mmaction - INFO - Epoch [60][20/1879] lr: 2.000e-03, eta: 12:34:12, time: 3.819, data_time: 3.191, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9293, loss_cls: 0.8382, loss: 0.8382, grad_norm: 4.3700 2021-06-18 04:54:26,533 - mmaction - INFO - Epoch [60][40/1879] lr: 2.000e-03, eta: 12:34:00, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9266, loss_cls: 0.8654, loss: 0.8654, grad_norm: 4.3971 2021-06-18 04:54:37,652 - mmaction - INFO - Epoch [60][60/1879] lr: 2.000e-03, eta: 12:33:48, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9277, loss_cls: 0.8142, loss: 0.8142, grad_norm: 4.3048 2021-06-18 04:54:48,789 - mmaction - INFO - Epoch [60][80/1879] lr: 2.000e-03, eta: 12:33:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9285, loss_cls: 0.8663, loss: 0.8663, grad_norm: 4.4173 2021-06-18 04:54:59,914 - mmaction - INFO - Epoch [60][100/1879] lr: 2.000e-03, eta: 12:33:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9293, loss_cls: 0.8538, loss: 0.8538, grad_norm: 4.4129 2021-06-18 04:55:11,584 - mmaction - INFO - Epoch [60][120/1879] lr: 2.000e-03, eta: 12:33:12, time: 0.581, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9195, loss_cls: 0.8942, loss: 0.8942, grad_norm: 4.4888 2021-06-18 04:55:22,690 - mmaction - INFO - Epoch [60][140/1879] lr: 2.000e-03, eta: 12:32:59, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9285, loss_cls: 0.8785, loss: 0.8785, grad_norm: 4.4882 2021-06-18 04:55:33,834 - mmaction - INFO - Epoch [60][160/1879] lr: 2.000e-03, eta: 12:32:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9363, loss_cls: 0.8189, loss: 0.8189, grad_norm: 4.4286 2021-06-18 04:55:44,973 - mmaction - INFO - Epoch [60][180/1879] lr: 2.000e-03, eta: 12:32:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9352, loss_cls: 0.8468, loss: 0.8468, grad_norm: 4.3979 2021-06-18 04:55:56,118 - mmaction - INFO - Epoch [60][200/1879] lr: 2.000e-03, eta: 12:32:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9234, loss_cls: 0.8416, loss: 0.8416, grad_norm: 4.4143 2021-06-18 04:56:07,234 - mmaction - INFO - Epoch [60][220/1879] lr: 2.000e-03, eta: 12:32:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9223, loss_cls: 0.9190, loss: 0.9190, grad_norm: 4.6571 2021-06-18 04:56:18,366 - mmaction - INFO - Epoch [60][240/1879] lr: 2.000e-03, eta: 12:31:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9281, loss_cls: 0.8585, loss: 0.8585, grad_norm: 4.3911 2021-06-18 04:56:29,512 - mmaction - INFO - Epoch [60][260/1879] lr: 2.000e-03, eta: 12:31:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9344, loss_cls: 0.8598, loss: 0.8598, grad_norm: 4.4727 2021-06-18 04:56:40,663 - mmaction - INFO - Epoch [60][280/1879] lr: 2.000e-03, eta: 12:31:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9324, loss_cls: 0.8455, loss: 0.8455, grad_norm: 4.3834 2021-06-18 04:56:51,796 - mmaction - INFO - Epoch [60][300/1879] lr: 2.000e-03, eta: 12:31:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9152, loss_cls: 0.8902, loss: 0.8902, grad_norm: 4.4464 2021-06-18 04:57:02,947 - mmaction - INFO - Epoch [60][320/1879] lr: 2.000e-03, eta: 12:31:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9191, loss_cls: 0.9059, loss: 0.9059, grad_norm: 4.5364 2021-06-18 04:57:14,138 - mmaction - INFO - Epoch [60][340/1879] lr: 2.000e-03, eta: 12:30:58, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9289, loss_cls: 0.8660, loss: 0.8660, grad_norm: 4.3906 2021-06-18 04:57:25,282 - mmaction - INFO - Epoch [60][360/1879] lr: 2.000e-03, eta: 12:30:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9250, loss_cls: 0.8755, loss: 0.8755, grad_norm: 4.3576 2021-06-18 04:57:36,421 - mmaction - INFO - Epoch [60][380/1879] lr: 2.000e-03, eta: 12:30:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8577, loss: 0.8577, grad_norm: 4.4431 2021-06-18 04:57:47,551 - mmaction - INFO - Epoch [60][400/1879] lr: 2.000e-03, eta: 12:30:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8740, loss: 0.8740, grad_norm: 4.4378 2021-06-18 04:57:58,710 - mmaction - INFO - Epoch [60][420/1879] lr: 2.000e-03, eta: 12:30:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7566, top5_acc: 0.9211, loss_cls: 0.8947, loss: 0.8947, grad_norm: 4.4962 2021-06-18 04:58:09,860 - mmaction - INFO - Epoch [60][440/1879] lr: 2.000e-03, eta: 12:29:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9266, loss_cls: 0.8545, loss: 0.8545, grad_norm: 4.5371 2021-06-18 04:58:21,077 - mmaction - INFO - Epoch [60][460/1879] lr: 2.000e-03, eta: 12:29:45, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9277, loss_cls: 0.8799, loss: 0.8799, grad_norm: 4.4436 2021-06-18 04:58:32,229 - mmaction - INFO - Epoch [60][480/1879] lr: 2.000e-03, eta: 12:29:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9184, loss_cls: 0.9057, loss: 0.9057, grad_norm: 4.5299 2021-06-18 04:58:43,387 - mmaction - INFO - Epoch [60][500/1879] lr: 2.000e-03, eta: 12:29:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9266, loss_cls: 0.8360, loss: 0.8360, grad_norm: 4.3281 2021-06-18 04:58:54,553 - mmaction - INFO - Epoch [60][520/1879] lr: 2.000e-03, eta: 12:29:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9254, loss_cls: 0.8589, loss: 0.8589, grad_norm: 4.3998 2021-06-18 04:59:05,652 - mmaction - INFO - Epoch [60][540/1879] lr: 2.000e-03, eta: 12:28:56, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9246, loss_cls: 0.8683, loss: 0.8683, grad_norm: 4.3926 2021-06-18 04:59:16,798 - mmaction - INFO - Epoch [60][560/1879] lr: 2.000e-03, eta: 12:28:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9258, loss_cls: 0.8749, loss: 0.8749, grad_norm: 4.4116 2021-06-18 04:59:27,938 - mmaction - INFO - Epoch [60][580/1879] lr: 2.000e-03, eta: 12:28:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9164, loss_cls: 0.9058, loss: 0.9058, grad_norm: 4.4166 2021-06-18 04:59:39,087 - mmaction - INFO - Epoch [60][600/1879] lr: 2.000e-03, eta: 12:28:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9191, loss_cls: 0.8581, loss: 0.8581, grad_norm: 4.3677 2021-06-18 04:59:50,237 - mmaction - INFO - Epoch [60][620/1879] lr: 2.000e-03, eta: 12:28:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9113, loss_cls: 0.9286, loss: 0.9286, grad_norm: 4.4628 2021-06-18 05:00:01,372 - mmaction - INFO - Epoch [60][640/1879] lr: 2.000e-03, eta: 12:27:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9328, loss_cls: 0.8531, loss: 0.8531, grad_norm: 4.5142 2021-06-18 05:00:12,522 - mmaction - INFO - Epoch [60][660/1879] lr: 2.000e-03, eta: 12:27:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9285, loss_cls: 0.8268, loss: 0.8268, grad_norm: 4.4033 2021-06-18 05:00:23,688 - mmaction - INFO - Epoch [60][680/1879] lr: 2.000e-03, eta: 12:27:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9324, loss_cls: 0.8337, loss: 0.8337, grad_norm: 4.3832 2021-06-18 05:00:34,848 - mmaction - INFO - Epoch [60][700/1879] lr: 2.000e-03, eta: 12:27:19, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9293, loss_cls: 0.8764, loss: 0.8764, grad_norm: 4.4590 2021-06-18 05:00:45,995 - mmaction - INFO - Epoch [60][720/1879] lr: 2.000e-03, eta: 12:27:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9223, loss_cls: 0.8818, loss: 0.8818, grad_norm: 4.4209 2021-06-18 05:00:57,184 - mmaction - INFO - Epoch [60][740/1879] lr: 2.000e-03, eta: 12:26:55, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9293, loss_cls: 0.8298, loss: 0.8298, grad_norm: 4.3978 2021-06-18 05:01:08,295 - mmaction - INFO - Epoch [60][760/1879] lr: 2.000e-03, eta: 12:26:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9277, loss_cls: 0.8726, loss: 0.8726, grad_norm: 4.5133 2021-06-18 05:01:19,454 - mmaction - INFO - Epoch [60][780/1879] lr: 2.000e-03, eta: 12:26:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9230, loss_cls: 0.8946, loss: 0.8946, grad_norm: 4.5113 2021-06-18 05:01:30,608 - mmaction - INFO - Epoch [60][800/1879] lr: 2.000e-03, eta: 12:26:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9230, loss_cls: 0.8467, loss: 0.8467, grad_norm: 4.3873 2021-06-18 05:01:41,753 - mmaction - INFO - Epoch [60][820/1879] lr: 2.000e-03, eta: 12:26:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9256, loss: 0.9256, grad_norm: 4.5248 2021-06-18 05:01:52,906 - mmaction - INFO - Epoch [60][840/1879] lr: 2.000e-03, eta: 12:25:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9305, loss_cls: 0.8211, loss: 0.8211, grad_norm: 4.3840 2021-06-18 05:02:04,065 - mmaction - INFO - Epoch [60][860/1879] lr: 2.000e-03, eta: 12:25:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9160, loss_cls: 0.8956, loss: 0.8956, grad_norm: 4.5237 2021-06-18 05:02:15,219 - mmaction - INFO - Epoch [60][880/1879] lr: 2.000e-03, eta: 12:25:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9266, loss_cls: 0.8851, loss: 0.8851, grad_norm: 4.5096 2021-06-18 05:02:26,384 - mmaction - INFO - Epoch [60][900/1879] lr: 2.000e-03, eta: 12:25:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8676, loss: 0.8676, grad_norm: 4.4074 2021-06-18 05:02:37,544 - mmaction - INFO - Epoch [60][920/1879] lr: 2.000e-03, eta: 12:25:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9168, loss_cls: 0.8973, loss: 0.8973, grad_norm: 4.5324 2021-06-18 05:02:48,696 - mmaction - INFO - Epoch [60][940/1879] lr: 2.000e-03, eta: 12:24:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9238, loss_cls: 0.8715, loss: 0.8715, grad_norm: 4.4256 2021-06-18 05:02:59,848 - mmaction - INFO - Epoch [60][960/1879] lr: 2.000e-03, eta: 12:24:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9262, loss_cls: 0.8800, loss: 0.8800, grad_norm: 4.5663 2021-06-18 05:03:10,983 - mmaction - INFO - Epoch [60][980/1879] lr: 2.000e-03, eta: 12:24:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9316, loss_cls: 0.8369, loss: 0.8369, grad_norm: 4.3613 2021-06-18 05:03:22,136 - mmaction - INFO - Epoch [60][1000/1879] lr: 2.000e-03, eta: 12:24:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8453, loss: 0.8453, grad_norm: 4.3883 2021-06-18 05:03:33,303 - mmaction - INFO - Epoch [60][1020/1879] lr: 2.000e-03, eta: 12:24:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.4086 2021-06-18 05:03:44,474 - mmaction - INFO - Epoch [60][1040/1879] lr: 2.000e-03, eta: 12:23:52, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9076, loss: 0.9076, grad_norm: 4.4746 2021-06-18 05:03:55,624 - mmaction - INFO - Epoch [60][1060/1879] lr: 2.000e-03, eta: 12:23:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.8701, loss: 0.8701, grad_norm: 4.5673 2021-06-18 05:04:06,769 - mmaction - INFO - Epoch [60][1080/1879] lr: 2.000e-03, eta: 12:23:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9262, loss_cls: 0.8635, loss: 0.8635, grad_norm: 4.3623 2021-06-18 05:04:17,934 - mmaction - INFO - Epoch [60][1100/1879] lr: 2.000e-03, eta: 12:23:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9230, loss_cls: 0.8586, loss: 0.8586, grad_norm: 4.4495 2021-06-18 05:04:29,086 - mmaction - INFO - Epoch [60][1120/1879] lr: 2.000e-03, eta: 12:23:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9270, loss_cls: 0.8712, loss: 0.8712, grad_norm: 4.5732 2021-06-18 05:04:40,244 - mmaction - INFO - Epoch [60][1140/1879] lr: 2.000e-03, eta: 12:22:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9497, loss: 0.9497, grad_norm: 4.6129 2021-06-18 05:04:51,401 - mmaction - INFO - Epoch [60][1160/1879] lr: 2.000e-03, eta: 12:22:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9199, loss_cls: 0.8796, loss: 0.8796, grad_norm: 4.4151 2021-06-18 05:05:02,549 - mmaction - INFO - Epoch [60][1180/1879] lr: 2.000e-03, eta: 12:22:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9223, loss_cls: 0.8882, loss: 0.8882, grad_norm: 4.4481 2021-06-18 05:05:13,686 - mmaction - INFO - Epoch [60][1200/1879] lr: 2.000e-03, eta: 12:22:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9281, loss_cls: 0.8386, loss: 0.8386, grad_norm: 4.2566 2021-06-18 05:05:24,837 - mmaction - INFO - Epoch [60][1220/1879] lr: 2.000e-03, eta: 12:22:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9238, loss_cls: 0.8486, loss: 0.8486, grad_norm: 4.3553 2021-06-18 05:05:35,999 - mmaction - INFO - Epoch [60][1240/1879] lr: 2.000e-03, eta: 12:21:51, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9125, loss_cls: 0.9238, loss: 0.9238, grad_norm: 4.4990 2021-06-18 05:05:47,162 - mmaction - INFO - Epoch [60][1260/1879] lr: 2.000e-03, eta: 12:21:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9227, loss_cls: 0.8409, loss: 0.8409, grad_norm: 4.3495 2021-06-18 05:05:58,307 - mmaction - INFO - Epoch [60][1280/1879] lr: 2.000e-03, eta: 12:21:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9246, loss_cls: 0.8586, loss: 0.8586, grad_norm: 4.4189 2021-06-18 05:06:09,454 - mmaction - INFO - Epoch [60][1300/1879] lr: 2.000e-03, eta: 12:21:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8570, loss: 0.8570, grad_norm: 4.3913 2021-06-18 05:06:20,603 - mmaction - INFO - Epoch [60][1320/1879] lr: 2.000e-03, eta: 12:21:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8503, loss: 0.8503, grad_norm: 4.5126 2021-06-18 05:06:31,758 - mmaction - INFO - Epoch [60][1340/1879] lr: 2.000e-03, eta: 12:20:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9164, loss_cls: 0.8912, loss: 0.8912, grad_norm: 4.4345 2021-06-18 05:06:42,852 - mmaction - INFO - Epoch [60][1360/1879] lr: 2.000e-03, eta: 12:20:38, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8486, loss: 0.8486, grad_norm: 4.3538 2021-06-18 05:06:53,980 - mmaction - INFO - Epoch [60][1380/1879] lr: 2.000e-03, eta: 12:20:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9199, loss_cls: 0.8912, loss: 0.8912, grad_norm: 4.5695 2021-06-18 05:07:05,134 - mmaction - INFO - Epoch [60][1400/1879] lr: 2.000e-03, eta: 12:20:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9262, loss_cls: 0.8491, loss: 0.8491, grad_norm: 4.4461 2021-06-18 05:07:16,302 - mmaction - INFO - Epoch [60][1420/1879] lr: 2.000e-03, eta: 12:20:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9168, loss_cls: 0.8895, loss: 0.8895, grad_norm: 4.4300 2021-06-18 05:07:27,512 - mmaction - INFO - Epoch [60][1440/1879] lr: 2.000e-03, eta: 12:19:49, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9230, loss_cls: 0.8526, loss: 0.8526, grad_norm: 4.4579 2021-06-18 05:07:38,604 - mmaction - INFO - Epoch [60][1460/1879] lr: 2.000e-03, eta: 12:19:37, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9199, loss_cls: 0.9119, loss: 0.9119, grad_norm: 4.4917 2021-06-18 05:07:49,741 - mmaction - INFO - Epoch [60][1480/1879] lr: 2.000e-03, eta: 12:19:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8547, loss: 0.8547, grad_norm: 4.3708 2021-06-18 05:08:00,906 - mmaction - INFO - Epoch [60][1500/1879] lr: 2.000e-03, eta: 12:19:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9230, loss_cls: 0.8640, loss: 0.8640, grad_norm: 4.3710 2021-06-18 05:08:12,057 - mmaction - INFO - Epoch [60][1520/1879] lr: 2.000e-03, eta: 12:19:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9277, loss_cls: 0.8503, loss: 0.8503, grad_norm: 4.4982 2021-06-18 05:08:23,200 - mmaction - INFO - Epoch [60][1540/1879] lr: 2.000e-03, eta: 12:18:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9254, loss_cls: 0.8780, loss: 0.8780, grad_norm: 4.4698 2021-06-18 05:08:34,345 - mmaction - INFO - Epoch [60][1560/1879] lr: 2.000e-03, eta: 12:18:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9234, loss_cls: 0.9008, loss: 0.9008, grad_norm: 4.5247 2021-06-18 05:08:45,481 - mmaction - INFO - Epoch [60][1580/1879] lr: 2.000e-03, eta: 12:18:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.8937, loss: 0.8937, grad_norm: 4.5405 2021-06-18 05:08:56,631 - mmaction - INFO - Epoch [60][1600/1879] lr: 2.000e-03, eta: 12:18:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9289, loss_cls: 0.8457, loss: 0.8457, grad_norm: 4.5083 2021-06-18 05:09:07,796 - mmaction - INFO - Epoch [60][1620/1879] lr: 2.000e-03, eta: 12:18:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9164, loss_cls: 0.8961, loss: 0.8961, grad_norm: 4.6067 2021-06-18 05:09:18,946 - mmaction - INFO - Epoch [60][1640/1879] lr: 2.000e-03, eta: 12:17:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7621, top5_acc: 0.9246, loss_cls: 0.9059, loss: 0.9059, grad_norm: 4.5458 2021-06-18 05:09:30,090 - mmaction - INFO - Epoch [60][1660/1879] lr: 2.000e-03, eta: 12:17:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9184, loss_cls: 0.9074, loss: 0.9074, grad_norm: 4.6039 2021-06-18 05:09:41,241 - mmaction - INFO - Epoch [60][1680/1879] lr: 2.000e-03, eta: 12:17:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8917, loss: 0.8917, grad_norm: 4.5108 2021-06-18 05:09:52,403 - mmaction - INFO - Epoch [60][1700/1879] lr: 2.000e-03, eta: 12:17:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9164, loss_cls: 0.8717, loss: 0.8717, grad_norm: 4.3709 2021-06-18 05:10:03,570 - mmaction - INFO - Epoch [60][1720/1879] lr: 2.000e-03, eta: 12:16:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9230, loss_cls: 0.8874, loss: 0.8874, grad_norm: 4.4798 2021-06-18 05:10:14,745 - mmaction - INFO - Epoch [60][1740/1879] lr: 2.000e-03, eta: 12:16:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9285, loss_cls: 0.8810, loss: 0.8810, grad_norm: 4.5416 2021-06-18 05:10:25,911 - mmaction - INFO - Epoch [60][1760/1879] lr: 2.000e-03, eta: 12:16:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9273, loss_cls: 0.8817, loss: 0.8817, grad_norm: 4.5885 2021-06-18 05:10:37,045 - mmaction - INFO - Epoch [60][1780/1879] lr: 2.000e-03, eta: 12:16:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9277, loss_cls: 0.8343, loss: 0.8343, grad_norm: 4.3481 2021-06-18 05:10:48,206 - mmaction - INFO - Epoch [60][1800/1879] lr: 2.000e-03, eta: 12:16:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9340, loss_cls: 0.8449, loss: 0.8449, grad_norm: 4.3711 2021-06-18 05:10:59,363 - mmaction - INFO - Epoch [60][1820/1879] lr: 2.000e-03, eta: 12:15:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9219, loss_cls: 0.8746, loss: 0.8746, grad_norm: 4.4430 2021-06-18 05:11:10,515 - mmaction - INFO - Epoch [60][1840/1879] lr: 2.000e-03, eta: 12:15:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8762, loss: 0.8762, grad_norm: 4.4962 2021-06-18 05:11:21,660 - mmaction - INFO - Epoch [60][1860/1879] lr: 2.000e-03, eta: 12:15:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9262, loss_cls: 0.8620, loss: 0.8620, grad_norm: 4.5197 2021-06-18 05:11:34,306 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-06-18 05:12:53,397 - mmaction - INFO - Epoch [61][20/1879] lr: 2.000e-03, eta: 12:15:49, time: 3.936, data_time: 3.309, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8343, loss: 0.8343, grad_norm: 4.4412 2021-06-18 05:13:04,544 - mmaction - INFO - Epoch [61][40/1879] lr: 2.000e-03, eta: 12:15:37, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9270, loss_cls: 0.8083, loss: 0.8083, grad_norm: 4.2253 2021-06-18 05:13:15,630 - mmaction - INFO - Epoch [61][60/1879] lr: 2.000e-03, eta: 12:15:24, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.8194, loss: 0.8194, grad_norm: 4.3476 2021-06-18 05:13:26,753 - mmaction - INFO - Epoch [61][80/1879] lr: 2.000e-03, eta: 12:15:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9238, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.5323 2021-06-18 05:13:37,874 - mmaction - INFO - Epoch [61][100/1879] lr: 2.000e-03, eta: 12:15:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9191, loss_cls: 0.9091, loss: 0.9091, grad_norm: 4.6013 2021-06-18 05:13:49,010 - mmaction - INFO - Epoch [61][120/1879] lr: 2.000e-03, eta: 12:14:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9320, loss_cls: 0.8485, loss: 0.8485, grad_norm: 4.3998 2021-06-18 05:14:00,172 - mmaction - INFO - Epoch [61][140/1879] lr: 2.000e-03, eta: 12:14:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9211, loss_cls: 0.8578, loss: 0.8578, grad_norm: 4.3435 2021-06-18 05:14:11,299 - mmaction - INFO - Epoch [61][160/1879] lr: 2.000e-03, eta: 12:14:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9195, loss_cls: 0.8685, loss: 0.8685, grad_norm: 4.4603 2021-06-18 05:14:22,440 - mmaction - INFO - Epoch [61][180/1879] lr: 2.000e-03, eta: 12:14:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8236, loss: 0.8236, grad_norm: 4.4285 2021-06-18 05:14:33,578 - mmaction - INFO - Epoch [61][200/1879] lr: 2.000e-03, eta: 12:13:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9191, loss_cls: 0.8957, loss: 0.8957, grad_norm: 4.6067 2021-06-18 05:14:44,733 - mmaction - INFO - Epoch [61][220/1879] lr: 2.000e-03, eta: 12:13:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9223, loss_cls: 0.8471, loss: 0.8471, grad_norm: 4.3630 2021-06-18 05:14:55,873 - mmaction - INFO - Epoch [61][240/1879] lr: 2.000e-03, eta: 12:13:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9363, loss_cls: 0.8293, loss: 0.8293, grad_norm: 4.3609 2021-06-18 05:15:07,079 - mmaction - INFO - Epoch [61][260/1879] lr: 2.000e-03, eta: 12:13:23, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9301, loss_cls: 0.8388, loss: 0.8388, grad_norm: 4.4116 2021-06-18 05:15:18,222 - mmaction - INFO - Epoch [61][280/1879] lr: 2.000e-03, eta: 12:13:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9105, loss_cls: 0.9236, loss: 0.9236, grad_norm: 4.5834 2021-06-18 05:15:29,388 - mmaction - INFO - Epoch [61][300/1879] lr: 2.000e-03, eta: 12:12:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9285, loss_cls: 0.8179, loss: 0.8179, grad_norm: 4.3260 2021-06-18 05:15:40,542 - mmaction - INFO - Epoch [61][320/1879] lr: 2.000e-03, eta: 12:12:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9270, loss_cls: 0.8950, loss: 0.8950, grad_norm: 4.5711 2021-06-18 05:15:51,712 - mmaction - INFO - Epoch [61][340/1879] lr: 2.000e-03, eta: 12:12:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9277, loss_cls: 0.8701, loss: 0.8701, grad_norm: 4.5592 2021-06-18 05:16:02,841 - mmaction - INFO - Epoch [61][360/1879] lr: 2.000e-03, eta: 12:12:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9301, loss_cls: 0.8362, loss: 0.8362, grad_norm: 4.3594 2021-06-18 05:16:14,010 - mmaction - INFO - Epoch [61][380/1879] lr: 2.000e-03, eta: 12:12:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9324, loss_cls: 0.8298, loss: 0.8298, grad_norm: 4.4546 2021-06-18 05:16:25,147 - mmaction - INFO - Epoch [61][400/1879] lr: 2.000e-03, eta: 12:11:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9223, loss_cls: 0.8819, loss: 0.8819, grad_norm: 4.5596 2021-06-18 05:16:36,293 - mmaction - INFO - Epoch [61][420/1879] lr: 2.000e-03, eta: 12:11:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8572, loss: 0.8572, grad_norm: 4.3944 2021-06-18 05:16:47,461 - mmaction - INFO - Epoch [61][440/1879] lr: 2.000e-03, eta: 12:11:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9344, loss_cls: 0.8065, loss: 0.8065, grad_norm: 4.4280 2021-06-18 05:16:58,605 - mmaction - INFO - Epoch [61][460/1879] lr: 2.000e-03, eta: 12:11:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9285, loss_cls: 0.8519, loss: 0.8519, grad_norm: 4.4944 2021-06-18 05:17:09,752 - mmaction - INFO - Epoch [61][480/1879] lr: 2.000e-03, eta: 12:11:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9227, loss_cls: 0.8748, loss: 0.8748, grad_norm: 4.4823 2021-06-18 05:17:20,877 - mmaction - INFO - Epoch [61][500/1879] lr: 2.000e-03, eta: 12:10:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9332, loss_cls: 0.8363, loss: 0.8363, grad_norm: 4.4148 2021-06-18 05:17:32,071 - mmaction - INFO - Epoch [61][520/1879] lr: 2.000e-03, eta: 12:10:45, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9262, loss_cls: 0.8519, loss: 0.8519, grad_norm: 4.4693 2021-06-18 05:17:43,187 - mmaction - INFO - Epoch [61][540/1879] lr: 2.000e-03, eta: 12:10:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9230, loss_cls: 0.8594, loss: 0.8594, grad_norm: 4.4151 2021-06-18 05:17:54,369 - mmaction - INFO - Epoch [61][560/1879] lr: 2.000e-03, eta: 12:10:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9254, loss_cls: 0.8140, loss: 0.8140, grad_norm: 4.4153 2021-06-18 05:18:05,528 - mmaction - INFO - Epoch [61][580/1879] lr: 2.000e-03, eta: 12:10:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9223, loss_cls: 0.8522, loss: 0.8522, grad_norm: 4.3980 2021-06-18 05:18:16,677 - mmaction - INFO - Epoch [61][600/1879] lr: 2.000e-03, eta: 12:09:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9340, loss_cls: 0.8185, loss: 0.8185, grad_norm: 4.4685 2021-06-18 05:18:27,808 - mmaction - INFO - Epoch [61][620/1879] lr: 2.000e-03, eta: 12:09:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.7942, loss: 0.7942, grad_norm: 4.3710 2021-06-18 05:18:38,957 - mmaction - INFO - Epoch [61][640/1879] lr: 2.000e-03, eta: 12:09:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9246, loss_cls: 0.8549, loss: 0.8549, grad_norm: 4.5652 2021-06-18 05:18:50,122 - mmaction - INFO - Epoch [61][660/1879] lr: 2.000e-03, eta: 12:09:20, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8705, loss: 0.8705, grad_norm: 4.4919 2021-06-18 05:19:01,308 - mmaction - INFO - Epoch [61][680/1879] lr: 2.000e-03, eta: 12:09:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9223, loss_cls: 0.8697, loss: 0.8697, grad_norm: 4.4517 2021-06-18 05:19:12,429 - mmaction - INFO - Epoch [61][700/1879] lr: 2.000e-03, eta: 12:08:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9313, loss_cls: 0.8313, loss: 0.8313, grad_norm: 4.4413 2021-06-18 05:19:23,578 - mmaction - INFO - Epoch [61][720/1879] lr: 2.000e-03, eta: 12:08:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9054, loss: 0.9054, grad_norm: 4.5186 2021-06-18 05:19:34,704 - mmaction - INFO - Epoch [61][740/1879] lr: 2.000e-03, eta: 12:08:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9262, loss_cls: 0.8700, loss: 0.8700, grad_norm: 4.5083 2021-06-18 05:19:45,845 - mmaction - INFO - Epoch [61][760/1879] lr: 2.000e-03, eta: 12:08:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9301, loss_cls: 0.8453, loss: 0.8453, grad_norm: 4.4450 2021-06-18 05:19:56,988 - mmaction - INFO - Epoch [61][780/1879] lr: 2.000e-03, eta: 12:08:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9230, loss_cls: 0.8836, loss: 0.8836, grad_norm: 4.4781 2021-06-18 05:20:08,173 - mmaction - INFO - Epoch [61][800/1879] lr: 2.000e-03, eta: 12:07:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9238, loss_cls: 0.8934, loss: 0.8934, grad_norm: 4.5758 2021-06-18 05:20:19,320 - mmaction - INFO - Epoch [61][820/1879] lr: 2.000e-03, eta: 12:07:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9211, loss_cls: 0.8684, loss: 0.8684, grad_norm: 4.3416 2021-06-18 05:20:30,465 - mmaction - INFO - Epoch [61][840/1879] lr: 2.000e-03, eta: 12:07:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.8996, loss: 0.8996, grad_norm: 4.5584 2021-06-18 05:20:41,613 - mmaction - INFO - Epoch [61][860/1879] lr: 2.000e-03, eta: 12:07:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9215, loss_cls: 0.8753, loss: 0.8753, grad_norm: 4.4973 2021-06-18 05:20:52,771 - mmaction - INFO - Epoch [61][880/1879] lr: 2.000e-03, eta: 12:07:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9270, loss_cls: 0.8525, loss: 0.8525, grad_norm: 4.6097 2021-06-18 05:21:03,914 - mmaction - INFO - Epoch [61][900/1879] lr: 2.000e-03, eta: 12:06:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9270, loss_cls: 0.8348, loss: 0.8348, grad_norm: 4.4264 2021-06-18 05:21:15,074 - mmaction - INFO - Epoch [61][920/1879] lr: 2.000e-03, eta: 12:06:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9246, loss_cls: 0.8437, loss: 0.8437, grad_norm: 4.5418 2021-06-18 05:21:26,212 - mmaction - INFO - Epoch [61][940/1879] lr: 2.000e-03, eta: 12:06:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9048, loss: 0.9048, grad_norm: 4.5867 2021-06-18 05:21:37,379 - mmaction - INFO - Epoch [61][960/1879] lr: 2.000e-03, eta: 12:06:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9168, loss_cls: 0.9201, loss: 0.9201, grad_norm: 4.6563 2021-06-18 05:21:48,513 - mmaction - INFO - Epoch [61][980/1879] lr: 2.000e-03, eta: 12:06:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9301, loss_cls: 0.8498, loss: 0.8498, grad_norm: 4.5273 2021-06-18 05:21:59,665 - mmaction - INFO - Epoch [61][1000/1879] lr: 2.000e-03, eta: 12:05:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9176, loss_cls: 0.8782, loss: 0.8782, grad_norm: 4.5250 2021-06-18 05:22:10,822 - mmaction - INFO - Epoch [61][1020/1879] lr: 2.000e-03, eta: 12:05:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9180, loss_cls: 0.8913, loss: 0.8913, grad_norm: 4.5658 2021-06-18 05:22:21,974 - mmaction - INFO - Epoch [61][1040/1879] lr: 2.000e-03, eta: 12:05:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.8653, loss: 0.8653, grad_norm: 4.5096 2021-06-18 05:22:33,110 - mmaction - INFO - Epoch [61][1060/1879] lr: 2.000e-03, eta: 12:05:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8757, loss: 0.8757, grad_norm: 4.4873 2021-06-18 05:22:44,272 - mmaction - INFO - Epoch [61][1080/1879] lr: 2.000e-03, eta: 12:05:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9238, loss_cls: 0.9034, loss: 0.9034, grad_norm: 4.6804 2021-06-18 05:22:55,425 - mmaction - INFO - Epoch [61][1100/1879] lr: 2.000e-03, eta: 12:04:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9254, loss_cls: 0.8686, loss: 0.8686, grad_norm: 4.5257 2021-06-18 05:23:06,583 - mmaction - INFO - Epoch [61][1120/1879] lr: 2.000e-03, eta: 12:04:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9223, loss_cls: 0.8974, loss: 0.8974, grad_norm: 4.5964 2021-06-18 05:23:17,722 - mmaction - INFO - Epoch [61][1140/1879] lr: 2.000e-03, eta: 12:04:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9227, loss_cls: 0.8846, loss: 0.8846, grad_norm: 4.5420 2021-06-18 05:23:28,864 - mmaction - INFO - Epoch [61][1160/1879] lr: 2.000e-03, eta: 12:04:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9266, loss_cls: 0.8365, loss: 0.8365, grad_norm: 4.5230 2021-06-18 05:23:40,025 - mmaction - INFO - Epoch [61][1180/1879] lr: 2.000e-03, eta: 12:04:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9266, loss_cls: 0.8441, loss: 0.8441, grad_norm: 4.4911 2021-06-18 05:23:51,196 - mmaction - INFO - Epoch [61][1200/1879] lr: 2.000e-03, eta: 12:03:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9313, loss_cls: 0.8834, loss: 0.8834, grad_norm: 4.5480 2021-06-18 05:24:02,355 - mmaction - INFO - Epoch [61][1220/1879] lr: 2.000e-03, eta: 12:03:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9191, loss_cls: 0.8890, loss: 0.8890, grad_norm: 4.5327 2021-06-18 05:24:13,512 - mmaction - INFO - Epoch [61][1240/1879] lr: 2.000e-03, eta: 12:03:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9254, loss_cls: 0.8618, loss: 0.8618, grad_norm: 4.4998 2021-06-18 05:24:24,665 - mmaction - INFO - Epoch [61][1260/1879] lr: 2.000e-03, eta: 12:03:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9332, loss_cls: 0.8381, loss: 0.8381, grad_norm: 4.5249 2021-06-18 05:24:35,821 - mmaction - INFO - Epoch [61][1280/1879] lr: 2.000e-03, eta: 12:03:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9145, loss_cls: 0.8989, loss: 0.8989, grad_norm: 4.6406 2021-06-18 05:24:46,998 - mmaction - INFO - Epoch [61][1300/1879] lr: 2.000e-03, eta: 12:02:52, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9254, loss_cls: 0.8779, loss: 0.8779, grad_norm: 4.5963 2021-06-18 05:24:58,188 - mmaction - INFO - Epoch [61][1320/1879] lr: 2.000e-03, eta: 12:02:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9207, loss_cls: 0.8784, loss: 0.8784, grad_norm: 4.4960 2021-06-18 05:25:09,325 - mmaction - INFO - Epoch [61][1340/1879] lr: 2.000e-03, eta: 12:02:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.8975, loss: 0.8975, grad_norm: 4.7136 2021-06-18 05:25:20,466 - mmaction - INFO - Epoch [61][1360/1879] lr: 2.000e-03, eta: 12:02:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9242, loss_cls: 0.8693, loss: 0.8693, grad_norm: 4.5540 2021-06-18 05:25:31,592 - mmaction - INFO - Epoch [61][1380/1879] lr: 2.000e-03, eta: 12:02:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9207, loss_cls: 0.8905, loss: 0.8905, grad_norm: 4.5949 2021-06-18 05:25:42,733 - mmaction - INFO - Epoch [61][1400/1879] lr: 2.000e-03, eta: 12:01:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9316, loss_cls: 0.8273, loss: 0.8273, grad_norm: 4.4816 2021-06-18 05:25:53,879 - mmaction - INFO - Epoch [61][1420/1879] lr: 2.000e-03, eta: 12:01:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9289, loss_cls: 0.8504, loss: 0.8504, grad_norm: 4.5470 2021-06-18 05:26:05,020 - mmaction - INFO - Epoch [61][1440/1879] lr: 2.000e-03, eta: 12:01:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8473, loss: 0.8473, grad_norm: 4.4300 2021-06-18 05:26:16,168 - mmaction - INFO - Epoch [61][1460/1879] lr: 2.000e-03, eta: 12:01:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9336, loss_cls: 0.8352, loss: 0.8352, grad_norm: 4.5615 2021-06-18 05:26:27,315 - mmaction - INFO - Epoch [61][1480/1879] lr: 2.000e-03, eta: 12:01:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8403, loss: 0.8403, grad_norm: 4.4682 2021-06-18 05:26:38,458 - mmaction - INFO - Epoch [61][1500/1879] lr: 2.000e-03, eta: 12:00:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9039, loss: 0.9039, grad_norm: 4.6571 2021-06-18 05:26:49,636 - mmaction - INFO - Epoch [61][1520/1879] lr: 2.000e-03, eta: 12:00:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9219, loss_cls: 0.8596, loss: 0.8596, grad_norm: 4.5141 2021-06-18 05:27:00,772 - mmaction - INFO - Epoch [61][1540/1879] lr: 2.000e-03, eta: 12:00:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9215, loss_cls: 0.8724, loss: 0.8724, grad_norm: 4.5435 2021-06-18 05:27:11,931 - mmaction - INFO - Epoch [61][1560/1879] lr: 2.000e-03, eta: 12:00:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9324, loss_cls: 0.8529, loss: 0.8529, grad_norm: 4.5924 2021-06-18 05:27:23,058 - mmaction - INFO - Epoch [61][1580/1879] lr: 2.000e-03, eta: 12:00:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9230, loss_cls: 0.8636, loss: 0.8636, grad_norm: 4.4375 2021-06-18 05:27:34,212 - mmaction - INFO - Epoch [61][1600/1879] lr: 2.000e-03, eta: 11:59:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9242, loss_cls: 0.8863, loss: 0.8863, grad_norm: 4.6348 2021-06-18 05:27:45,371 - mmaction - INFO - Epoch [61][1620/1879] lr: 2.000e-03, eta: 11:59:38, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8466, loss: 0.8466, grad_norm: 4.4986 2021-06-18 05:27:56,513 - mmaction - INFO - Epoch [61][1640/1879] lr: 2.000e-03, eta: 11:59:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9187, loss_cls: 0.8930, loss: 0.8930, grad_norm: 4.4931 2021-06-18 05:28:07,664 - mmaction - INFO - Epoch [61][1660/1879] lr: 2.000e-03, eta: 11:59:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9199, loss_cls: 0.9172, loss: 0.9172, grad_norm: 4.6492 2021-06-18 05:28:18,803 - mmaction - INFO - Epoch [61][1680/1879] lr: 2.000e-03, eta: 11:59:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8237, loss: 0.8237, grad_norm: 4.3884 2021-06-18 05:28:29,961 - mmaction - INFO - Epoch [61][1700/1879] lr: 2.000e-03, eta: 11:58:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9297, loss_cls: 0.8471, loss: 0.8471, grad_norm: 4.4808 2021-06-18 05:28:41,101 - mmaction - INFO - Epoch [61][1720/1879] lr: 2.000e-03, eta: 11:58:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9340, loss_cls: 0.8347, loss: 0.8347, grad_norm: 4.4760 2021-06-18 05:28:52,238 - mmaction - INFO - Epoch [61][1740/1879] lr: 2.000e-03, eta: 11:58:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9246, loss_cls: 0.8610, loss: 0.8610, grad_norm: 4.5498 2021-06-18 05:29:03,401 - mmaction - INFO - Epoch [61][1760/1879] lr: 2.000e-03, eta: 11:58:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9242, loss_cls: 0.8753, loss: 0.8753, grad_norm: 4.4888 2021-06-18 05:29:14,561 - mmaction - INFO - Epoch [61][1780/1879] lr: 2.000e-03, eta: 11:58:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9203, loss_cls: 0.9143, loss: 0.9143, grad_norm: 4.6513 2021-06-18 05:29:25,704 - mmaction - INFO - Epoch [61][1800/1879] lr: 2.000e-03, eta: 11:57:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9176, loss_cls: 0.8819, loss: 0.8819, grad_norm: 4.5955 2021-06-18 05:29:36,847 - mmaction - INFO - Epoch [61][1820/1879] lr: 2.000e-03, eta: 11:57:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9270, loss_cls: 0.8507, loss: 0.8507, grad_norm: 4.4135 2021-06-18 05:29:48,013 - mmaction - INFO - Epoch [61][1840/1879] lr: 2.000e-03, eta: 11:57:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9230, loss_cls: 0.8758, loss: 0.8758, grad_norm: 4.5578 2021-06-18 05:29:59,179 - mmaction - INFO - Epoch [61][1860/1879] lr: 2.000e-03, eta: 11:57:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9246, loss_cls: 0.8748, loss: 0.8748, grad_norm: 4.4241 2021-06-18 05:30:11,307 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-06-18 05:31:31,440 - mmaction - INFO - Epoch [62][20/1879] lr: 2.000e-03, eta: 11:57:25, time: 3.964, data_time: 3.363, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9273, loss_cls: 0.8040, loss: 0.8040, grad_norm: 4.3750 2021-06-18 05:31:42,934 - mmaction - INFO - Epoch [62][40/1879] lr: 2.000e-03, eta: 11:57:13, time: 0.574, data_time: 0.004, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8558, loss: 0.8558, grad_norm: 4.4498 2021-06-18 05:31:54,167 - mmaction - INFO - Epoch [62][60/1879] lr: 2.000e-03, eta: 11:57:01, time: 0.563, data_time: 0.003, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9246, loss_cls: 0.8890, loss: 0.8890, grad_norm: 4.5722 2021-06-18 05:32:05,289 - mmaction - INFO - Epoch [62][80/1879] lr: 2.000e-03, eta: 11:56:49, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9207, loss_cls: 0.8964, loss: 0.8964, grad_norm: 4.5998 2021-06-18 05:32:16,413 - mmaction - INFO - Epoch [62][100/1879] lr: 2.000e-03, eta: 11:56:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9207, loss_cls: 0.9034, loss: 0.9034, grad_norm: 4.5637 2021-06-18 05:32:27,528 - mmaction - INFO - Epoch [62][120/1879] lr: 2.000e-03, eta: 11:56:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9281, loss_cls: 0.8687, loss: 0.8687, grad_norm: 4.5216 2021-06-18 05:32:38,658 - mmaction - INFO - Epoch [62][140/1879] lr: 2.000e-03, eta: 11:56:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8429, loss: 0.8429, grad_norm: 4.4352 2021-06-18 05:32:49,800 - mmaction - INFO - Epoch [62][160/1879] lr: 2.000e-03, eta: 11:56:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9246, loss_cls: 0.8637, loss: 0.8637, grad_norm: 4.4713 2021-06-18 05:33:00,926 - mmaction - INFO - Epoch [62][180/1879] lr: 2.000e-03, eta: 11:55:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9309, loss_cls: 0.8561, loss: 0.8561, grad_norm: 4.6143 2021-06-18 05:33:12,054 - mmaction - INFO - Epoch [62][200/1879] lr: 2.000e-03, eta: 11:55:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9187, loss_cls: 0.8944, loss: 0.8944, grad_norm: 4.5844 2021-06-18 05:33:23,198 - mmaction - INFO - Epoch [62][220/1879] lr: 2.000e-03, eta: 11:55:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7645, top5_acc: 0.9215, loss_cls: 0.9115, loss: 0.9115, grad_norm: 4.5921 2021-06-18 05:33:34,334 - mmaction - INFO - Epoch [62][240/1879] lr: 2.000e-03, eta: 11:55:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9277, loss_cls: 0.8147, loss: 0.8147, grad_norm: 4.4658 2021-06-18 05:33:45,472 - mmaction - INFO - Epoch [62][260/1879] lr: 2.000e-03, eta: 11:55:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9285, loss_cls: 0.8443, loss: 0.8443, grad_norm: 4.5057 2021-06-18 05:33:56,633 - mmaction - INFO - Epoch [62][280/1879] lr: 2.000e-03, eta: 11:54:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9211, loss_cls: 0.8536, loss: 0.8536, grad_norm: 4.4968 2021-06-18 05:34:07,790 - mmaction - INFO - Epoch [62][300/1879] lr: 2.000e-03, eta: 11:54:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9270, loss_cls: 0.8410, loss: 0.8410, grad_norm: 4.4816 2021-06-18 05:34:18,930 - mmaction - INFO - Epoch [62][320/1879] lr: 2.000e-03, eta: 11:54:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9285, loss_cls: 0.8283, loss: 0.8283, grad_norm: 4.4332 2021-06-18 05:34:30,100 - mmaction - INFO - Epoch [62][340/1879] lr: 2.000e-03, eta: 11:54:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9254, loss_cls: 0.8665, loss: 0.8665, grad_norm: 4.5041 2021-06-18 05:34:41,206 - mmaction - INFO - Epoch [62][360/1879] lr: 2.000e-03, eta: 11:53:59, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8847, loss: 0.8847, grad_norm: 4.5555 2021-06-18 05:34:52,364 - mmaction - INFO - Epoch [62][380/1879] lr: 2.000e-03, eta: 11:53:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8391, loss: 0.8391, grad_norm: 4.4714 2021-06-18 05:35:03,766 - mmaction - INFO - Epoch [62][400/1879] lr: 2.000e-03, eta: 11:53:35, time: 0.571, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9320, loss_cls: 0.7883, loss: 0.7883, grad_norm: 4.2700 2021-06-18 05:35:14,906 - mmaction - INFO - Epoch [62][420/1879] lr: 2.000e-03, eta: 11:53:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9219, loss_cls: 0.8553, loss: 0.8553, grad_norm: 4.4467 2021-06-18 05:35:26,052 - mmaction - INFO - Epoch [62][440/1879] lr: 2.000e-03, eta: 11:53:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8517, loss: 0.8517, grad_norm: 4.4157 2021-06-18 05:35:37,207 - mmaction - INFO - Epoch [62][460/1879] lr: 2.000e-03, eta: 11:52:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9273, loss_cls: 0.8272, loss: 0.8272, grad_norm: 4.4680 2021-06-18 05:35:48,354 - mmaction - INFO - Epoch [62][480/1879] lr: 2.000e-03, eta: 11:52:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9293, loss_cls: 0.8425, loss: 0.8425, grad_norm: 4.4358 2021-06-18 05:35:59,502 - mmaction - INFO - Epoch [62][500/1879] lr: 2.000e-03, eta: 11:52:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9211, loss_cls: 0.8573, loss: 0.8573, grad_norm: 4.5041 2021-06-18 05:36:10,641 - mmaction - INFO - Epoch [62][520/1879] lr: 2.000e-03, eta: 11:52:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9309, loss_cls: 0.8041, loss: 0.8041, grad_norm: 4.4250 2021-06-18 05:36:21,781 - mmaction - INFO - Epoch [62][540/1879] lr: 2.000e-03, eta: 11:52:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9207, loss_cls: 0.8748, loss: 0.8748, grad_norm: 4.5487 2021-06-18 05:36:32,940 - mmaction - INFO - Epoch [62][560/1879] lr: 2.000e-03, eta: 11:51:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9207, loss_cls: 0.8462, loss: 0.8462, grad_norm: 4.4287 2021-06-18 05:36:44,107 - mmaction - INFO - Epoch [62][580/1879] lr: 2.000e-03, eta: 11:51:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8311, loss: 0.8311, grad_norm: 4.4788 2021-06-18 05:36:55,253 - mmaction - INFO - Epoch [62][600/1879] lr: 2.000e-03, eta: 11:51:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8454, loss: 0.8454, grad_norm: 4.4056 2021-06-18 05:37:06,385 - mmaction - INFO - Epoch [62][620/1879] lr: 2.000e-03, eta: 11:51:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9203, loss_cls: 0.9015, loss: 0.9015, grad_norm: 4.7172 2021-06-18 05:37:17,573 - mmaction - INFO - Epoch [62][640/1879] lr: 2.000e-03, eta: 11:51:10, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9246, loss_cls: 0.8603, loss: 0.8603, grad_norm: 4.5551 2021-06-18 05:37:28,675 - mmaction - INFO - Epoch [62][660/1879] lr: 2.000e-03, eta: 11:50:57, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9293, loss_cls: 0.8464, loss: 0.8464, grad_norm: 4.6067 2021-06-18 05:37:39,826 - mmaction - INFO - Epoch [62][680/1879] lr: 2.000e-03, eta: 11:50:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9250, loss_cls: 0.8794, loss: 0.8794, grad_norm: 4.6861 2021-06-18 05:37:50,979 - mmaction - INFO - Epoch [62][700/1879] lr: 2.000e-03, eta: 11:50:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8561, loss: 0.8561, grad_norm: 4.5651 2021-06-18 05:38:02,125 - mmaction - INFO - Epoch [62][720/1879] lr: 2.000e-03, eta: 11:50:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9324, loss_cls: 0.8429, loss: 0.8429, grad_norm: 4.7472 2021-06-18 05:38:13,224 - mmaction - INFO - Epoch [62][740/1879] lr: 2.000e-03, eta: 11:50:09, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9246, loss_cls: 0.8612, loss: 0.8612, grad_norm: 4.6270 2021-06-18 05:38:24,370 - mmaction - INFO - Epoch [62][760/1879] lr: 2.000e-03, eta: 11:49:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9293, loss_cls: 0.8831, loss: 0.8831, grad_norm: 4.6150 2021-06-18 05:38:35,516 - mmaction - INFO - Epoch [62][780/1879] lr: 2.000e-03, eta: 11:49:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9242, loss_cls: 0.8381, loss: 0.8381, grad_norm: 4.4687 2021-06-18 05:38:46,664 - mmaction - INFO - Epoch [62][800/1879] lr: 2.000e-03, eta: 11:49:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8231, loss: 0.8231, grad_norm: 4.5269 2021-06-18 05:38:57,798 - mmaction - INFO - Epoch [62][820/1879] lr: 2.000e-03, eta: 11:49:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9262, loss_cls: 0.8310, loss: 0.8310, grad_norm: 4.4564 2021-06-18 05:39:08,941 - mmaction - INFO - Epoch [62][840/1879] lr: 2.000e-03, eta: 11:49:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8623, loss: 0.8623, grad_norm: 4.5115 2021-06-18 05:39:20,085 - mmaction - INFO - Epoch [62][860/1879] lr: 2.000e-03, eta: 11:48:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9266, loss_cls: 0.8752, loss: 0.8752, grad_norm: 4.6247 2021-06-18 05:39:31,258 - mmaction - INFO - Epoch [62][880/1879] lr: 2.000e-03, eta: 11:48:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9246, loss_cls: 0.8130, loss: 0.8130, grad_norm: 4.3332 2021-06-18 05:39:42,412 - mmaction - INFO - Epoch [62][900/1879] lr: 2.000e-03, eta: 11:48:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9191, loss_cls: 0.8849, loss: 0.8849, grad_norm: 4.5314 2021-06-18 05:39:53,541 - mmaction - INFO - Epoch [62][920/1879] lr: 2.000e-03, eta: 11:48:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9262, loss_cls: 0.8686, loss: 0.8686, grad_norm: 4.5756 2021-06-18 05:40:04,695 - mmaction - INFO - Epoch [62][940/1879] lr: 2.000e-03, eta: 11:48:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9207, loss_cls: 0.8860, loss: 0.8860, grad_norm: 4.4823 2021-06-18 05:40:15,845 - mmaction - INFO - Epoch [62][960/1879] lr: 2.000e-03, eta: 11:47:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9277, loss_cls: 0.8467, loss: 0.8467, grad_norm: 4.5768 2021-06-18 05:40:26,999 - mmaction - INFO - Epoch [62][980/1879] lr: 2.000e-03, eta: 11:47:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9258, loss_cls: 0.8569, loss: 0.8569, grad_norm: 4.5288 2021-06-18 05:40:38,105 - mmaction - INFO - Epoch [62][1000/1879] lr: 2.000e-03, eta: 11:47:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9309, loss_cls: 0.8389, loss: 0.8389, grad_norm: 4.5517 2021-06-18 05:40:49,256 - mmaction - INFO - Epoch [62][1020/1879] lr: 2.000e-03, eta: 11:47:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9254, loss_cls: 0.8660, loss: 0.8660, grad_norm: 4.5828 2021-06-18 05:41:00,416 - mmaction - INFO - Epoch [62][1040/1879] lr: 2.000e-03, eta: 11:47:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9254, loss_cls: 0.8500, loss: 0.8500, grad_norm: 4.5533 2021-06-18 05:41:11,565 - mmaction - INFO - Epoch [62][1060/1879] lr: 2.000e-03, eta: 11:46:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9281, loss_cls: 0.8587, loss: 0.8587, grad_norm: 4.5798 2021-06-18 05:41:22,759 - mmaction - INFO - Epoch [62][1080/1879] lr: 2.000e-03, eta: 11:46:43, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.6917 2021-06-18 05:41:33,842 - mmaction - INFO - Epoch [62][1100/1879] lr: 2.000e-03, eta: 11:46:31, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9277, loss_cls: 0.8471, loss: 0.8471, grad_norm: 4.5503 2021-06-18 05:41:44,976 - mmaction - INFO - Epoch [62][1120/1879] lr: 2.000e-03, eta: 11:46:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9230, loss_cls: 0.8872, loss: 0.8872, grad_norm: 4.6293 2021-06-18 05:41:56,125 - mmaction - INFO - Epoch [62][1140/1879] lr: 2.000e-03, eta: 11:46:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9320, loss_cls: 0.8377, loss: 0.8377, grad_norm: 4.5944 2021-06-18 05:42:07,271 - mmaction - INFO - Epoch [62][1160/1879] lr: 2.000e-03, eta: 11:45:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9246, loss_cls: 0.8677, loss: 0.8677, grad_norm: 4.5566 2021-06-18 05:42:18,395 - mmaction - INFO - Epoch [62][1180/1879] lr: 2.000e-03, eta: 11:45:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8582, loss: 0.8582, grad_norm: 4.4682 2021-06-18 05:42:29,528 - mmaction - INFO - Epoch [62][1200/1879] lr: 2.000e-03, eta: 11:45:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9211, loss_cls: 0.8592, loss: 0.8592, grad_norm: 4.6480 2021-06-18 05:42:40,674 - mmaction - INFO - Epoch [62][1220/1879] lr: 2.000e-03, eta: 11:45:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8620, loss: 0.8620, grad_norm: 4.5650 2021-06-18 05:42:51,818 - mmaction - INFO - Epoch [62][1240/1879] lr: 2.000e-03, eta: 11:45:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8774, loss: 0.8774, grad_norm: 4.7040 2021-06-18 05:43:02,952 - mmaction - INFO - Epoch [62][1260/1879] lr: 2.000e-03, eta: 11:44:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8752, loss: 0.8752, grad_norm: 4.5188 2021-06-18 05:43:14,078 - mmaction - INFO - Epoch [62][1280/1879] lr: 2.000e-03, eta: 11:44:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9270, loss_cls: 0.8849, loss: 0.8849, grad_norm: 4.5815 2021-06-18 05:43:25,207 - mmaction - INFO - Epoch [62][1300/1879] lr: 2.000e-03, eta: 11:44:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9254, loss_cls: 0.8602, loss: 0.8602, grad_norm: 4.5330 2021-06-18 05:43:36,352 - mmaction - INFO - Epoch [62][1320/1879] lr: 2.000e-03, eta: 11:44:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8618, loss: 0.8618, grad_norm: 4.6236 2021-06-18 05:43:47,488 - mmaction - INFO - Epoch [62][1340/1879] lr: 2.000e-03, eta: 11:44:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8380, loss: 0.8380, grad_norm: 4.4970 2021-06-18 05:43:58,625 - mmaction - INFO - Epoch [62][1360/1879] lr: 2.000e-03, eta: 11:43:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9246, loss_cls: 0.8380, loss: 0.8380, grad_norm: 4.5412 2021-06-18 05:44:09,783 - mmaction - INFO - Epoch [62][1380/1879] lr: 2.000e-03, eta: 11:43:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9141, loss_cls: 0.8933, loss: 0.8933, grad_norm: 4.6076 2021-06-18 05:44:20,931 - mmaction - INFO - Epoch [62][1400/1879] lr: 2.000e-03, eta: 11:43:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9227, loss_cls: 0.8647, loss: 0.8647, grad_norm: 4.6734 2021-06-18 05:44:32,065 - mmaction - INFO - Epoch [62][1420/1879] lr: 2.000e-03, eta: 11:43:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9230, loss_cls: 0.8855, loss: 0.8855, grad_norm: 4.6882 2021-06-18 05:44:43,215 - mmaction - INFO - Epoch [62][1440/1879] lr: 2.000e-03, eta: 11:43:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9156, loss_cls: 0.9043, loss: 0.9043, grad_norm: 4.8191 2021-06-18 05:44:54,357 - mmaction - INFO - Epoch [62][1460/1879] lr: 2.000e-03, eta: 11:42:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9215, loss_cls: 0.8894, loss: 0.8894, grad_norm: 4.6730 2021-06-18 05:45:05,510 - mmaction - INFO - Epoch [62][1480/1879] lr: 2.000e-03, eta: 11:42:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8910, loss: 0.8910, grad_norm: 4.6775 2021-06-18 05:45:16,667 - mmaction - INFO - Epoch [62][1500/1879] lr: 2.000e-03, eta: 11:42:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9238, loss_cls: 0.8633, loss: 0.8633, grad_norm: 4.5143 2021-06-18 05:45:27,829 - mmaction - INFO - Epoch [62][1520/1879] lr: 2.000e-03, eta: 11:42:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.9159, loss: 0.9159, grad_norm: 4.7164 2021-06-18 05:45:39,013 - mmaction - INFO - Epoch [62][1540/1879] lr: 2.000e-03, eta: 11:42:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9262, loss_cls: 0.8563, loss: 0.8563, grad_norm: 4.5559 2021-06-18 05:45:50,176 - mmaction - INFO - Epoch [62][1560/1879] lr: 2.000e-03, eta: 11:41:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.8836, loss: 0.8836, grad_norm: 4.6398 2021-06-18 05:46:01,311 - mmaction - INFO - Epoch [62][1580/1879] lr: 2.000e-03, eta: 11:41:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9180, loss_cls: 0.9005, loss: 0.9005, grad_norm: 4.6106 2021-06-18 05:46:12,441 - mmaction - INFO - Epoch [62][1600/1879] lr: 2.000e-03, eta: 11:41:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9258, loss_cls: 0.8279, loss: 0.8279, grad_norm: 4.4154 2021-06-18 05:46:23,574 - mmaction - INFO - Epoch [62][1620/1879] lr: 2.000e-03, eta: 11:41:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7668, top5_acc: 0.9285, loss_cls: 0.8726, loss: 0.8726, grad_norm: 4.6198 2021-06-18 05:46:34,723 - mmaction - INFO - Epoch [62][1640/1879] lr: 2.000e-03, eta: 11:41:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9176, loss_cls: 0.8763, loss: 0.8763, grad_norm: 4.6075 2021-06-18 05:46:45,858 - mmaction - INFO - Epoch [62][1660/1879] lr: 2.000e-03, eta: 11:40:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8896, loss: 0.8896, grad_norm: 4.5860 2021-06-18 05:46:57,010 - mmaction - INFO - Epoch [62][1680/1879] lr: 2.000e-03, eta: 11:40:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9199, loss_cls: 0.8872, loss: 0.8872, grad_norm: 4.6093 2021-06-18 05:47:08,157 - mmaction - INFO - Epoch [62][1700/1879] lr: 2.000e-03, eta: 11:40:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9215, loss_cls: 0.8853, loss: 0.8853, grad_norm: 4.5856 2021-06-18 05:47:19,300 - mmaction - INFO - Epoch [62][1720/1879] lr: 2.000e-03, eta: 11:40:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9336, loss_cls: 0.8325, loss: 0.8325, grad_norm: 4.5151 2021-06-18 05:47:30,440 - mmaction - INFO - Epoch [62][1740/1879] lr: 2.000e-03, eta: 11:40:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9211, loss_cls: 0.8549, loss: 0.8549, grad_norm: 4.5571 2021-06-18 05:47:41,601 - mmaction - INFO - Epoch [62][1760/1879] lr: 2.000e-03, eta: 11:39:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9262, loss_cls: 0.8777, loss: 0.8777, grad_norm: 4.5938 2021-06-18 05:47:52,758 - mmaction - INFO - Epoch [62][1780/1879] lr: 2.000e-03, eta: 11:39:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9328, loss_cls: 0.8236, loss: 0.8236, grad_norm: 4.5162 2021-06-18 05:48:03,898 - mmaction - INFO - Epoch [62][1800/1879] lr: 2.000e-03, eta: 11:39:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9215, loss_cls: 0.8985, loss: 0.8985, grad_norm: 4.6208 2021-06-18 05:48:15,041 - mmaction - INFO - Epoch [62][1820/1879] lr: 2.000e-03, eta: 11:39:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7660, top5_acc: 0.9250, loss_cls: 0.8949, loss: 0.8949, grad_norm: 4.6792 2021-06-18 05:48:26,195 - mmaction - INFO - Epoch [62][1840/1879] lr: 2.000e-03, eta: 11:39:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9277, loss_cls: 0.8802, loss: 0.8802, grad_norm: 4.6594 2021-06-18 05:48:37,334 - mmaction - INFO - Epoch [62][1860/1879] lr: 2.000e-03, eta: 11:38:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9246, loss_cls: 0.8621, loss: 0.8621, grad_norm: 4.6559 2021-06-18 05:48:49,418 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-06-18 05:50:09,024 - mmaction - INFO - Epoch [63][20/1879] lr: 2.000e-03, eta: 11:39:02, time: 3.944, data_time: 3.345, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8659, loss: 0.8659, grad_norm: 4.5207 2021-06-18 05:50:20,163 - mmaction - INFO - Epoch [63][40/1879] lr: 2.000e-03, eta: 11:38:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9352, loss_cls: 0.8374, loss: 0.8374, grad_norm: 4.5196 2021-06-18 05:50:31,280 - mmaction - INFO - Epoch [63][60/1879] lr: 2.000e-03, eta: 11:38:38, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9348, loss_cls: 0.8123, loss: 0.8123, grad_norm: 4.4479 2021-06-18 05:50:42,415 - mmaction - INFO - Epoch [63][80/1879] lr: 2.000e-03, eta: 11:38:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9301, loss_cls: 0.7988, loss: 0.7988, grad_norm: 4.4104 2021-06-18 05:50:53,524 - mmaction - INFO - Epoch [63][100/1879] lr: 2.000e-03, eta: 11:38:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9305, loss_cls: 0.8487, loss: 0.8487, grad_norm: 4.6208 2021-06-18 05:51:04,658 - mmaction - INFO - Epoch [63][120/1879] lr: 2.000e-03, eta: 11:38:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8444, loss: 0.8444, grad_norm: 4.5156 2021-06-18 05:51:15,783 - mmaction - INFO - Epoch [63][140/1879] lr: 2.000e-03, eta: 11:37:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8270, loss: 0.8270, grad_norm: 4.4017 2021-06-18 05:51:26,936 - mmaction - INFO - Epoch [63][160/1879] lr: 2.000e-03, eta: 11:37:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9242, loss_cls: 0.8683, loss: 0.8683, grad_norm: 4.6113 2021-06-18 05:51:38,032 - mmaction - INFO - Epoch [63][180/1879] lr: 2.000e-03, eta: 11:37:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9281, loss_cls: 0.8383, loss: 0.8383, grad_norm: 4.4558 2021-06-18 05:51:49,169 - mmaction - INFO - Epoch [63][200/1879] lr: 2.000e-03, eta: 11:37:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8405, loss: 0.8405, grad_norm: 4.5129 2021-06-18 05:52:00,295 - mmaction - INFO - Epoch [63][220/1879] lr: 2.000e-03, eta: 11:37:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9332, loss_cls: 0.8232, loss: 0.8232, grad_norm: 4.5890 2021-06-18 05:52:11,436 - mmaction - INFO - Epoch [63][240/1879] lr: 2.000e-03, eta: 11:36:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9270, loss_cls: 0.8511, loss: 0.8511, grad_norm: 4.5493 2021-06-18 05:52:22,588 - mmaction - INFO - Epoch [63][260/1879] lr: 2.000e-03, eta: 11:36:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9281, loss_cls: 0.8466, loss: 0.8466, grad_norm: 4.5609 2021-06-18 05:52:33,668 - mmaction - INFO - Epoch [63][280/1879] lr: 2.000e-03, eta: 11:36:24, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9262, loss_cls: 0.8493, loss: 0.8493, grad_norm: 4.5451 2021-06-18 05:52:44,819 - mmaction - INFO - Epoch [63][300/1879] lr: 2.000e-03, eta: 11:36:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9258, loss_cls: 0.8537, loss: 0.8537, grad_norm: 4.6267 2021-06-18 05:52:55,975 - mmaction - INFO - Epoch [63][320/1879] lr: 2.000e-03, eta: 11:36:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9246, loss_cls: 0.8616, loss: 0.8616, grad_norm: 4.6055 2021-06-18 05:53:07,123 - mmaction - INFO - Epoch [63][340/1879] lr: 2.000e-03, eta: 11:35:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9316, loss_cls: 0.8249, loss: 0.8249, grad_norm: 4.5182 2021-06-18 05:53:18,248 - mmaction - INFO - Epoch [63][360/1879] lr: 2.000e-03, eta: 11:35:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9297, loss_cls: 0.8378, loss: 0.8378, grad_norm: 4.5936 2021-06-18 05:53:29,391 - mmaction - INFO - Epoch [63][380/1879] lr: 2.000e-03, eta: 11:35:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9301, loss_cls: 0.8328, loss: 0.8328, grad_norm: 4.5543 2021-06-18 05:53:40,525 - mmaction - INFO - Epoch [63][400/1879] lr: 2.000e-03, eta: 11:35:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8362, loss: 0.8362, grad_norm: 4.6909 2021-06-18 05:53:51,671 - mmaction - INFO - Epoch [63][420/1879] lr: 2.000e-03, eta: 11:34:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9309, loss_cls: 0.8419, loss: 0.8419, grad_norm: 4.6329 2021-06-18 05:54:02,814 - mmaction - INFO - Epoch [63][440/1879] lr: 2.000e-03, eta: 11:34:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9199, loss_cls: 0.8792, loss: 0.8792, grad_norm: 4.6730 2021-06-18 05:54:13,953 - mmaction - INFO - Epoch [63][460/1879] lr: 2.000e-03, eta: 11:34:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9227, loss_cls: 0.8868, loss: 0.8868, grad_norm: 4.7873 2021-06-18 05:54:25,102 - mmaction - INFO - Epoch [63][480/1879] lr: 2.000e-03, eta: 11:34:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9215, loss_cls: 0.8819, loss: 0.8819, grad_norm: 4.6455 2021-06-18 05:54:36,222 - mmaction - INFO - Epoch [63][500/1879] lr: 2.000e-03, eta: 11:34:11, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8585, loss: 0.8585, grad_norm: 4.5683 2021-06-18 05:54:47,349 - mmaction - INFO - Epoch [63][520/1879] lr: 2.000e-03, eta: 11:33:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9320, loss_cls: 0.8138, loss: 0.8138, grad_norm: 4.4590 2021-06-18 05:54:58,478 - mmaction - INFO - Epoch [63][540/1879] lr: 2.000e-03, eta: 11:33:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9207, loss_cls: 0.8835, loss: 0.8835, grad_norm: 4.5947 2021-06-18 05:55:09,607 - mmaction - INFO - Epoch [63][560/1879] lr: 2.000e-03, eta: 11:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9207, loss_cls: 0.8965, loss: 0.8965, grad_norm: 4.7214 2021-06-18 05:55:20,748 - mmaction - INFO - Epoch [63][580/1879] lr: 2.000e-03, eta: 11:33:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9301, loss_cls: 0.8276, loss: 0.8276, grad_norm: 4.4987 2021-06-18 05:55:31,886 - mmaction - INFO - Epoch [63][600/1879] lr: 2.000e-03, eta: 11:33:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9277, loss_cls: 0.8662, loss: 0.8662, grad_norm: 4.6702 2021-06-18 05:55:43,023 - mmaction - INFO - Epoch [63][620/1879] lr: 2.000e-03, eta: 11:32:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8408, loss: 0.8408, grad_norm: 4.5179 2021-06-18 05:55:54,181 - mmaction - INFO - Epoch [63][640/1879] lr: 2.000e-03, eta: 11:32:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9348, loss_cls: 0.8215, loss: 0.8215, grad_norm: 4.6094 2021-06-18 05:56:05,334 - mmaction - INFO - Epoch [63][660/1879] lr: 2.000e-03, eta: 11:32:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7629, top5_acc: 0.9230, loss_cls: 0.8926, loss: 0.8926, grad_norm: 4.7082 2021-06-18 05:56:16,484 - mmaction - INFO - Epoch [63][680/1879] lr: 2.000e-03, eta: 11:32:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9230, loss_cls: 0.8805, loss: 0.8805, grad_norm: 4.6938 2021-06-18 05:56:27,620 - mmaction - INFO - Epoch [63][700/1879] lr: 2.000e-03, eta: 11:32:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9242, loss_cls: 0.8479, loss: 0.8479, grad_norm: 4.6256 2021-06-18 05:56:38,757 - mmaction - INFO - Epoch [63][720/1879] lr: 2.000e-03, eta: 11:31:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9266, loss_cls: 0.8618, loss: 0.8618, grad_norm: 4.5919 2021-06-18 05:56:49,905 - mmaction - INFO - Epoch [63][740/1879] lr: 2.000e-03, eta: 11:31:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8173, loss: 0.8173, grad_norm: 4.4814 2021-06-18 05:57:01,070 - mmaction - INFO - Epoch [63][760/1879] lr: 2.000e-03, eta: 11:31:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9262, loss_cls: 0.8596, loss: 0.8596, grad_norm: 4.5899 2021-06-18 05:57:12,217 - mmaction - INFO - Epoch [63][780/1879] lr: 2.000e-03, eta: 11:31:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9316, loss_cls: 0.8311, loss: 0.8311, grad_norm: 4.5949 2021-06-18 05:57:23,356 - mmaction - INFO - Epoch [63][800/1879] lr: 2.000e-03, eta: 11:31:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.8842, loss: 0.8842, grad_norm: 4.7219 2021-06-18 05:57:34,500 - mmaction - INFO - Epoch [63][820/1879] lr: 2.000e-03, eta: 11:30:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9176, loss_cls: 0.8878, loss: 0.8878, grad_norm: 4.6236 2021-06-18 05:57:45,653 - mmaction - INFO - Epoch [63][840/1879] lr: 2.000e-03, eta: 11:30:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8257, loss: 0.8257, grad_norm: 4.6362 2021-06-18 05:57:56,804 - mmaction - INFO - Epoch [63][860/1879] lr: 2.000e-03, eta: 11:30:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9305, loss_cls: 0.8443, loss: 0.8443, grad_norm: 4.5929 2021-06-18 05:58:07,933 - mmaction - INFO - Epoch [63][880/1879] lr: 2.000e-03, eta: 11:30:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9258, loss_cls: 0.8757, loss: 0.8757, grad_norm: 4.6175 2021-06-18 05:58:19,085 - mmaction - INFO - Epoch [63][900/1879] lr: 2.000e-03, eta: 11:30:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8801, loss: 0.8801, grad_norm: 4.6847 2021-06-18 05:58:30,231 - mmaction - INFO - Epoch [63][920/1879] lr: 2.000e-03, eta: 11:29:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8192, loss: 0.8192, grad_norm: 4.5919 2021-06-18 05:58:41,389 - mmaction - INFO - Epoch [63][940/1879] lr: 2.000e-03, eta: 11:29:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9191, loss_cls: 0.8780, loss: 0.8780, grad_norm: 4.5574 2021-06-18 05:58:52,537 - mmaction - INFO - Epoch [63][960/1879] lr: 2.000e-03, eta: 11:29:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9266, loss_cls: 0.8501, loss: 0.8501, grad_norm: 4.5064 2021-06-18 05:59:03,674 - mmaction - INFO - Epoch [63][980/1879] lr: 2.000e-03, eta: 11:29:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9297, loss_cls: 0.8339, loss: 0.8339, grad_norm: 4.6406 2021-06-18 05:59:14,828 - mmaction - INFO - Epoch [63][1000/1879] lr: 2.000e-03, eta: 11:29:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9203, loss_cls: 0.8569, loss: 0.8569, grad_norm: 4.5519 2021-06-18 05:59:25,972 - mmaction - INFO - Epoch [63][1020/1879] lr: 2.000e-03, eta: 11:28:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9297, loss_cls: 0.8392, loss: 0.8392, grad_norm: 4.5473 2021-06-18 05:59:37,115 - mmaction - INFO - Epoch [63][1040/1879] lr: 2.000e-03, eta: 11:28:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9199, loss_cls: 0.8926, loss: 0.8926, grad_norm: 4.6594 2021-06-18 05:59:48,263 - mmaction - INFO - Epoch [63][1060/1879] lr: 2.000e-03, eta: 11:28:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9227, loss_cls: 0.8509, loss: 0.8509, grad_norm: 4.4986 2021-06-18 05:59:59,401 - mmaction - INFO - Epoch [63][1080/1879] lr: 2.000e-03, eta: 11:28:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9250, loss_cls: 0.8165, loss: 0.8165, grad_norm: 4.4035 2021-06-18 06:00:12,473 - mmaction - INFO - Epoch [63][1100/1879] lr: 2.000e-03, eta: 11:28:09, time: 0.652, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9266, loss_cls: 0.8489, loss: 0.8489, grad_norm: 4.5744 2021-06-18 06:00:23,644 - mmaction - INFO - Epoch [63][1120/1879] lr: 2.000e-03, eta: 11:27:56, time: 0.560, data_time: 0.003, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9293, loss_cls: 0.8274, loss: 0.8274, grad_norm: 4.5301 2021-06-18 06:00:34,789 - mmaction - INFO - Epoch [63][1140/1879] lr: 2.000e-03, eta: 11:27:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9281, loss_cls: 0.8766, loss: 0.8766, grad_norm: 4.6870 2021-06-18 06:00:45,934 - mmaction - INFO - Epoch [63][1160/1879] lr: 2.000e-03, eta: 11:27:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9254, loss_cls: 0.8266, loss: 0.8266, grad_norm: 4.3856 2021-06-18 06:00:57,076 - mmaction - INFO - Epoch [63][1180/1879] lr: 2.000e-03, eta: 11:27:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9191, loss_cls: 0.8691, loss: 0.8691, grad_norm: 4.6042 2021-06-18 06:01:08,207 - mmaction - INFO - Epoch [63][1200/1879] lr: 2.000e-03, eta: 11:27:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9191, loss_cls: 0.8738, loss: 0.8738, grad_norm: 4.6780 2021-06-18 06:01:19,338 - mmaction - INFO - Epoch [63][1220/1879] lr: 2.000e-03, eta: 11:26:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8352, loss: 0.8352, grad_norm: 4.5609 2021-06-18 06:01:30,476 - mmaction - INFO - Epoch [63][1240/1879] lr: 2.000e-03, eta: 11:26:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9234, loss_cls: 0.8402, loss: 0.8402, grad_norm: 4.5049 2021-06-18 06:01:41,618 - mmaction - INFO - Epoch [63][1260/1879] lr: 2.000e-03, eta: 11:26:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9273, loss_cls: 0.8606, loss: 0.8606, grad_norm: 4.5929 2021-06-18 06:01:52,746 - mmaction - INFO - Epoch [63][1280/1879] lr: 2.000e-03, eta: 11:26:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9301, loss_cls: 0.8458, loss: 0.8458, grad_norm: 4.6458 2021-06-18 06:02:03,902 - mmaction - INFO - Epoch [63][1300/1879] lr: 2.000e-03, eta: 11:26:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9219, loss_cls: 0.8667, loss: 0.8667, grad_norm: 4.6912 2021-06-18 06:02:15,049 - mmaction - INFO - Epoch [63][1320/1879] lr: 2.000e-03, eta: 11:25:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9398, loss_cls: 0.7866, loss: 0.7866, grad_norm: 4.3882 2021-06-18 06:02:26,219 - mmaction - INFO - Epoch [63][1340/1879] lr: 2.000e-03, eta: 11:25:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9281, loss_cls: 0.8554, loss: 0.8554, grad_norm: 4.7510 2021-06-18 06:02:37,371 - mmaction - INFO - Epoch [63][1360/1879] lr: 2.000e-03, eta: 11:25:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9246, loss_cls: 0.8472, loss: 0.8472, grad_norm: 4.5591 2021-06-18 06:02:48,521 - mmaction - INFO - Epoch [63][1380/1879] lr: 2.000e-03, eta: 11:25:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9234, loss_cls: 0.8499, loss: 0.8499, grad_norm: 4.6164 2021-06-18 06:02:59,679 - mmaction - INFO - Epoch [63][1400/1879] lr: 2.000e-03, eta: 11:25:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9145, loss_cls: 0.9009, loss: 0.9009, grad_norm: 4.6650 2021-06-18 06:03:10,840 - mmaction - INFO - Epoch [63][1420/1879] lr: 2.000e-03, eta: 11:24:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9246, loss_cls: 0.8632, loss: 0.8632, grad_norm: 4.6150 2021-06-18 06:03:22,001 - mmaction - INFO - Epoch [63][1440/1879] lr: 2.000e-03, eta: 11:24:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9230, loss_cls: 0.8779, loss: 0.8779, grad_norm: 4.5432 2021-06-18 06:03:33,106 - mmaction - INFO - Epoch [63][1460/1879] lr: 2.000e-03, eta: 11:24:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9230, loss_cls: 0.8725, loss: 0.8725, grad_norm: 4.6358 2021-06-18 06:03:44,244 - mmaction - INFO - Epoch [63][1480/1879] lr: 2.000e-03, eta: 11:24:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9215, loss_cls: 0.8901, loss: 0.8901, grad_norm: 4.7477 2021-06-18 06:03:55,388 - mmaction - INFO - Epoch [63][1500/1879] lr: 2.000e-03, eta: 11:24:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8457, loss: 0.8457, grad_norm: 4.5972 2021-06-18 06:04:06,538 - mmaction - INFO - Epoch [63][1520/1879] lr: 2.000e-03, eta: 11:23:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7613, top5_acc: 0.9258, loss_cls: 0.9015, loss: 0.9015, grad_norm: 4.7494 2021-06-18 06:04:17,689 - mmaction - INFO - Epoch [63][1540/1879] lr: 2.000e-03, eta: 11:23:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9187, loss_cls: 0.8858, loss: 0.8858, grad_norm: 4.6298 2021-06-18 06:04:28,821 - mmaction - INFO - Epoch [63][1560/1879] lr: 2.000e-03, eta: 11:23:30, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9164, loss_cls: 0.9058, loss: 0.9058, grad_norm: 4.6878 2021-06-18 06:04:39,959 - mmaction - INFO - Epoch [63][1580/1879] lr: 2.000e-03, eta: 11:23:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.8834, loss: 0.8834, grad_norm: 4.7151 2021-06-18 06:04:51,092 - mmaction - INFO - Epoch [63][1600/1879] lr: 2.000e-03, eta: 11:23:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9285, loss_cls: 0.8451, loss: 0.8451, grad_norm: 4.5905 2021-06-18 06:05:02,891 - mmaction - INFO - Epoch [63][1620/1879] lr: 2.000e-03, eta: 11:22:54, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9223, loss_cls: 0.8545, loss: 0.8545, grad_norm: 4.5345 2021-06-18 06:05:14,414 - mmaction - INFO - Epoch [63][1640/1879] lr: 2.000e-03, eta: 11:22:42, time: 0.606, data_time: 0.030, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9223, loss_cls: 0.8682, loss: 0.8682, grad_norm: 4.5904 2021-06-18 06:05:25,566 - mmaction - INFO - Epoch [63][1660/1879] lr: 2.000e-03, eta: 11:22:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9289, loss_cls: 0.8387, loss: 0.8387, grad_norm: 4.5733 2021-06-18 06:05:36,703 - mmaction - INFO - Epoch [63][1680/1879] lr: 2.000e-03, eta: 11:22:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9289, loss_cls: 0.8129, loss: 0.8129, grad_norm: 4.4737 2021-06-18 06:05:47,856 - mmaction - INFO - Epoch [63][1700/1879] lr: 2.000e-03, eta: 11:22:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9273, loss_cls: 0.8661, loss: 0.8661, grad_norm: 4.7103 2021-06-18 06:05:59,014 - mmaction - INFO - Epoch [63][1720/1879] lr: 2.000e-03, eta: 11:21:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9054, loss: 0.9054, grad_norm: 4.7092 2021-06-18 06:06:10,148 - mmaction - INFO - Epoch [63][1740/1879] lr: 2.000e-03, eta: 11:21:42, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8054, loss: 0.8054, grad_norm: 4.4798 2021-06-18 06:06:21,285 - mmaction - INFO - Epoch [63][1760/1879] lr: 2.000e-03, eta: 11:21:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9285, loss_cls: 0.8535, loss: 0.8535, grad_norm: 4.5515 2021-06-18 06:06:32,427 - mmaction - INFO - Epoch [63][1780/1879] lr: 2.000e-03, eta: 11:21:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9223, loss_cls: 0.8662, loss: 0.8662, grad_norm: 4.7256 2021-06-18 06:06:43,571 - mmaction - INFO - Epoch [63][1800/1879] lr: 2.000e-03, eta: 11:21:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9254, loss_cls: 0.8553, loss: 0.8553, grad_norm: 4.6474 2021-06-18 06:06:54,717 - mmaction - INFO - Epoch [63][1820/1879] lr: 2.000e-03, eta: 11:20:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9270, loss_cls: 0.8590, loss: 0.8590, grad_norm: 4.6888 2021-06-18 06:07:05,871 - mmaction - INFO - Epoch [63][1840/1879] lr: 2.000e-03, eta: 11:20:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9223, loss_cls: 0.8787, loss: 0.8787, grad_norm: 4.7453 2021-06-18 06:07:17,003 - mmaction - INFO - Epoch [63][1860/1879] lr: 2.000e-03, eta: 11:20:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9246, loss_cls: 0.8406, loss: 0.8406, grad_norm: 4.6907 2021-06-18 06:07:30,497 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-06-18 06:08:52,966 - mmaction - INFO - Epoch [64][20/1879] lr: 2.000e-03, eta: 11:20:41, time: 4.090, data_time: 3.507, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9367, loss_cls: 0.7781, loss: 0.7781, grad_norm: 4.5606 2021-06-18 06:09:04,110 - mmaction - INFO - Epoch [64][40/1879] lr: 2.000e-03, eta: 11:20:29, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9164, loss_cls: 0.8662, loss: 0.8662, grad_norm: 4.6569 2021-06-18 06:09:15,224 - mmaction - INFO - Epoch [64][60/1879] lr: 2.000e-03, eta: 11:20:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9348, loss_cls: 0.8196, loss: 0.8196, grad_norm: 4.5678 2021-06-18 06:09:26,363 - mmaction - INFO - Epoch [64][80/1879] lr: 2.000e-03, eta: 11:20:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9367, loss_cls: 0.8304, loss: 0.8304, grad_norm: 4.6101 2021-06-18 06:09:37,486 - mmaction - INFO - Epoch [64][100/1879] lr: 2.000e-03, eta: 11:19:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.8428, loss: 0.8428, grad_norm: 4.5432 2021-06-18 06:09:48,603 - mmaction - INFO - Epoch [64][120/1879] lr: 2.000e-03, eta: 11:19:40, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9242, loss_cls: 0.8147, loss: 0.8147, grad_norm: 4.4702 2021-06-18 06:09:59,732 - mmaction - INFO - Epoch [64][140/1879] lr: 2.000e-03, eta: 11:19:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9273, loss_cls: 0.8402, loss: 0.8402, grad_norm: 4.5617 2021-06-18 06:10:10,917 - mmaction - INFO - Epoch [64][160/1879] lr: 2.000e-03, eta: 11:19:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9406, loss_cls: 0.8107, loss: 0.8107, grad_norm: 4.6242 2021-06-18 06:10:22,037 - mmaction - INFO - Epoch [64][180/1879] lr: 2.000e-03, eta: 11:19:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9324, loss_cls: 0.8469, loss: 0.8469, grad_norm: 4.6056 2021-06-18 06:10:33,184 - mmaction - INFO - Epoch [64][200/1879] lr: 2.000e-03, eta: 11:18:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9395, loss_cls: 0.7954, loss: 0.7954, grad_norm: 4.5386 2021-06-18 06:10:44,325 - mmaction - INFO - Epoch [64][220/1879] lr: 2.000e-03, eta: 11:18:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8175, loss: 0.8175, grad_norm: 4.6438 2021-06-18 06:10:55,471 - mmaction - INFO - Epoch [64][240/1879] lr: 2.000e-03, eta: 11:18:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9246, loss_cls: 0.8572, loss: 0.8572, grad_norm: 4.6627 2021-06-18 06:11:06,625 - mmaction - INFO - Epoch [64][260/1879] lr: 2.000e-03, eta: 11:18:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8237, loss: 0.8237, grad_norm: 4.6064 2021-06-18 06:11:17,781 - mmaction - INFO - Epoch [64][280/1879] lr: 2.000e-03, eta: 11:18:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9305, loss_cls: 0.8355, loss: 0.8355, grad_norm: 4.6252 2021-06-18 06:11:28,921 - mmaction - INFO - Epoch [64][300/1879] lr: 2.000e-03, eta: 11:17:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8441, loss: 0.8441, grad_norm: 4.7299 2021-06-18 06:11:40,057 - mmaction - INFO - Epoch [64][320/1879] lr: 2.000e-03, eta: 11:17:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9254, loss_cls: 0.8480, loss: 0.8480, grad_norm: 4.6080 2021-06-18 06:11:51,166 - mmaction - INFO - Epoch [64][340/1879] lr: 2.000e-03, eta: 11:17:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7929, loss: 0.7929, grad_norm: 4.4379 2021-06-18 06:12:02,303 - mmaction - INFO - Epoch [64][360/1879] lr: 2.000e-03, eta: 11:17:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9285, loss_cls: 0.8291, loss: 0.8291, grad_norm: 4.6343 2021-06-18 06:12:13,429 - mmaction - INFO - Epoch [64][380/1879] lr: 2.000e-03, eta: 11:17:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9297, loss_cls: 0.8257, loss: 0.8257, grad_norm: 4.5547 2021-06-18 06:12:24,579 - mmaction - INFO - Epoch [64][400/1879] lr: 2.000e-03, eta: 11:16:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8649, loss: 0.8649, grad_norm: 4.6253 2021-06-18 06:12:35,721 - mmaction - INFO - Epoch [64][420/1879] lr: 2.000e-03, eta: 11:16:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9289, loss_cls: 0.8095, loss: 0.8095, grad_norm: 4.4872 2021-06-18 06:12:46,867 - mmaction - INFO - Epoch [64][440/1879] lr: 2.000e-03, eta: 11:16:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9270, loss_cls: 0.8532, loss: 0.8532, grad_norm: 4.6731 2021-06-18 06:12:57,998 - mmaction - INFO - Epoch [64][460/1879] lr: 2.000e-03, eta: 11:16:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9316, loss_cls: 0.8466, loss: 0.8466, grad_norm: 4.7354 2021-06-18 06:13:09,127 - mmaction - INFO - Epoch [64][480/1879] lr: 2.000e-03, eta: 11:16:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9238, loss_cls: 0.8677, loss: 0.8677, grad_norm: 4.6445 2021-06-18 06:13:20,258 - mmaction - INFO - Epoch [64][500/1879] lr: 2.000e-03, eta: 11:15:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9336, loss_cls: 0.8273, loss: 0.8273, grad_norm: 4.6086 2021-06-18 06:13:31,410 - mmaction - INFO - Epoch [64][520/1879] lr: 2.000e-03, eta: 11:15:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9273, loss_cls: 0.8396, loss: 0.8396, grad_norm: 4.5838 2021-06-18 06:13:42,544 - mmaction - INFO - Epoch [64][540/1879] lr: 2.000e-03, eta: 11:15:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9223, loss_cls: 0.8520, loss: 0.8520, grad_norm: 4.6260 2021-06-18 06:13:53,688 - mmaction - INFO - Epoch [64][560/1879] lr: 2.000e-03, eta: 11:15:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9227, loss_cls: 0.8749, loss: 0.8749, grad_norm: 4.6722 2021-06-18 06:14:04,821 - mmaction - INFO - Epoch [64][580/1879] lr: 2.000e-03, eta: 11:15:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9293, loss_cls: 0.8282, loss: 0.8282, grad_norm: 4.5755 2021-06-18 06:14:15,962 - mmaction - INFO - Epoch [64][600/1879] lr: 2.000e-03, eta: 11:14:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9297, loss_cls: 0.8382, loss: 0.8382, grad_norm: 4.5795 2021-06-18 06:14:27,112 - mmaction - INFO - Epoch [64][620/1879] lr: 2.000e-03, eta: 11:14:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8685, loss: 0.8685, grad_norm: 4.6410 2021-06-18 06:14:38,259 - mmaction - INFO - Epoch [64][640/1879] lr: 2.000e-03, eta: 11:14:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8533, loss: 0.8533, grad_norm: 4.6256 2021-06-18 06:14:49,380 - mmaction - INFO - Epoch [64][660/1879] lr: 2.000e-03, eta: 11:14:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8321, loss: 0.8321, grad_norm: 4.6242 2021-06-18 06:15:00,559 - mmaction - INFO - Epoch [64][680/1879] lr: 2.000e-03, eta: 11:14:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7598, top5_acc: 0.9230, loss_cls: 0.9044, loss: 0.9044, grad_norm: 4.7357 2021-06-18 06:15:11,724 - mmaction - INFO - Epoch [64][700/1879] lr: 2.000e-03, eta: 11:13:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9363, loss_cls: 0.8279, loss: 0.8279, grad_norm: 4.5546 2021-06-18 06:15:22,878 - mmaction - INFO - Epoch [64][720/1879] lr: 2.000e-03, eta: 11:13:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9281, loss_cls: 0.8565, loss: 0.8565, grad_norm: 4.6682 2021-06-18 06:15:34,027 - mmaction - INFO - Epoch [64][740/1879] lr: 2.000e-03, eta: 11:13:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9262, loss_cls: 0.8836, loss: 0.8836, grad_norm: 4.7704 2021-06-18 06:15:45,167 - mmaction - INFO - Epoch [64][760/1879] lr: 2.000e-03, eta: 11:13:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9324, loss_cls: 0.8309, loss: 0.8309, grad_norm: 4.5926 2021-06-18 06:15:56,314 - mmaction - INFO - Epoch [64][780/1879] lr: 2.000e-03, eta: 11:13:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9195, loss_cls: 0.8838, loss: 0.8838, grad_norm: 4.6334 2021-06-18 06:16:07,458 - mmaction - INFO - Epoch [64][800/1879] lr: 2.000e-03, eta: 11:12:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9348, loss_cls: 0.8204, loss: 0.8204, grad_norm: 4.6027 2021-06-18 06:16:18,595 - mmaction - INFO - Epoch [64][820/1879] lr: 2.000e-03, eta: 11:12:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9258, loss_cls: 0.8540, loss: 0.8540, grad_norm: 4.6530 2021-06-18 06:16:29,721 - mmaction - INFO - Epoch [64][840/1879] lr: 2.000e-03, eta: 11:12:25, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.8165, loss: 0.8165, grad_norm: 4.6706 2021-06-18 06:16:40,875 - mmaction - INFO - Epoch [64][860/1879] lr: 2.000e-03, eta: 11:12:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8949, loss: 0.8949, grad_norm: 4.7721 2021-06-18 06:16:52,048 - mmaction - INFO - Epoch [64][880/1879] lr: 2.000e-03, eta: 11:12:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9262, loss_cls: 0.8483, loss: 0.8483, grad_norm: 4.7126 2021-06-18 06:17:03,199 - mmaction - INFO - Epoch [64][900/1879] lr: 2.000e-03, eta: 11:11:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8171, loss: 0.8171, grad_norm: 4.6738 2021-06-18 06:17:14,322 - mmaction - INFO - Epoch [64][920/1879] lr: 2.000e-03, eta: 11:11:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8059, loss: 0.8059, grad_norm: 4.5782 2021-06-18 06:17:25,450 - mmaction - INFO - Epoch [64][940/1879] lr: 2.000e-03, eta: 11:11:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9332, loss_cls: 0.8493, loss: 0.8493, grad_norm: 4.7429 2021-06-18 06:17:36,612 - mmaction - INFO - Epoch [64][960/1879] lr: 2.000e-03, eta: 11:11:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9285, loss_cls: 0.8533, loss: 0.8533, grad_norm: 4.6889 2021-06-18 06:17:47,787 - mmaction - INFO - Epoch [64][980/1879] lr: 2.000e-03, eta: 11:11:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9266, loss_cls: 0.8678, loss: 0.8678, grad_norm: 4.7332 2021-06-18 06:17:58,952 - mmaction - INFO - Epoch [64][1000/1879] lr: 2.000e-03, eta: 11:10:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9223, loss_cls: 0.8619, loss: 0.8619, grad_norm: 4.6298 2021-06-18 06:18:10,090 - mmaction - INFO - Epoch [64][1020/1879] lr: 2.000e-03, eta: 11:10:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8773, loss: 0.8773, grad_norm: 4.7805 2021-06-18 06:18:21,232 - mmaction - INFO - Epoch [64][1040/1879] lr: 2.000e-03, eta: 11:10:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9262, loss_cls: 0.8429, loss: 0.8429, grad_norm: 4.7495 2021-06-18 06:18:32,365 - mmaction - INFO - Epoch [64][1060/1879] lr: 2.000e-03, eta: 11:10:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9273, loss_cls: 0.8969, loss: 0.8969, grad_norm: 4.8384 2021-06-18 06:18:43,515 - mmaction - INFO - Epoch [64][1080/1879] lr: 2.000e-03, eta: 11:10:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9289, loss_cls: 0.8401, loss: 0.8401, grad_norm: 4.7377 2021-06-18 06:18:54,668 - mmaction - INFO - Epoch [64][1100/1879] lr: 2.000e-03, eta: 11:09:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8682, loss: 0.8682, grad_norm: 4.6467 2021-06-18 06:19:05,839 - mmaction - INFO - Epoch [64][1120/1879] lr: 2.000e-03, eta: 11:09:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8782, loss: 0.8782, grad_norm: 4.6602 2021-06-18 06:19:16,977 - mmaction - INFO - Epoch [64][1140/1879] lr: 2.000e-03, eta: 11:09:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9277, loss_cls: 0.8655, loss: 0.8655, grad_norm: 4.5561 2021-06-18 06:19:28,125 - mmaction - INFO - Epoch [64][1160/1879] lr: 2.000e-03, eta: 11:09:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9262, loss_cls: 0.8420, loss: 0.8420, grad_norm: 4.5755 2021-06-18 06:19:39,273 - mmaction - INFO - Epoch [64][1180/1879] lr: 2.000e-03, eta: 11:08:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.8065, loss: 0.8065, grad_norm: 4.5600 2021-06-18 06:19:50,423 - mmaction - INFO - Epoch [64][1200/1879] lr: 2.000e-03, eta: 11:08:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9242, loss_cls: 0.8009, loss: 0.8009, grad_norm: 4.4946 2021-06-18 06:20:01,611 - mmaction - INFO - Epoch [64][1220/1879] lr: 2.000e-03, eta: 11:08:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9277, loss_cls: 0.8637, loss: 0.8637, grad_norm: 4.7028 2021-06-18 06:20:12,764 - mmaction - INFO - Epoch [64][1240/1879] lr: 2.000e-03, eta: 11:08:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9301, loss_cls: 0.8279, loss: 0.8279, grad_norm: 4.5978 2021-06-18 06:20:23,911 - mmaction - INFO - Epoch [64][1260/1879] lr: 2.000e-03, eta: 11:08:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9230, loss_cls: 0.8757, loss: 0.8757, grad_norm: 4.7209 2021-06-18 06:20:35,051 - mmaction - INFO - Epoch [64][1280/1879] lr: 2.000e-03, eta: 11:07:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.8885, loss: 0.8885, grad_norm: 4.7184 2021-06-18 06:20:46,211 - mmaction - INFO - Epoch [64][1300/1879] lr: 2.000e-03, eta: 11:07:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8490, loss: 0.8490, grad_norm: 4.7304 2021-06-18 06:20:57,372 - mmaction - INFO - Epoch [64][1320/1879] lr: 2.000e-03, eta: 11:07:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9270, loss_cls: 0.8269, loss: 0.8269, grad_norm: 4.5768 2021-06-18 06:21:08,546 - mmaction - INFO - Epoch [64][1340/1879] lr: 2.000e-03, eta: 11:07:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9363, loss_cls: 0.7814, loss: 0.7814, grad_norm: 4.6529 2021-06-18 06:21:19,687 - mmaction - INFO - Epoch [64][1360/1879] lr: 2.000e-03, eta: 11:07:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9277, loss_cls: 0.8626, loss: 0.8626, grad_norm: 4.7081 2021-06-18 06:21:30,844 - mmaction - INFO - Epoch [64][1380/1879] lr: 2.000e-03, eta: 11:06:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9207, loss_cls: 0.8576, loss: 0.8576, grad_norm: 4.7379 2021-06-18 06:21:42,011 - mmaction - INFO - Epoch [64][1400/1879] lr: 2.000e-03, eta: 11:06:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9184, loss_cls: 0.8742, loss: 0.8742, grad_norm: 4.6560 2021-06-18 06:21:53,128 - mmaction - INFO - Epoch [64][1420/1879] lr: 2.000e-03, eta: 11:06:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9207, loss_cls: 0.8885, loss: 0.8885, grad_norm: 4.6831 2021-06-18 06:22:04,282 - mmaction - INFO - Epoch [64][1440/1879] lr: 2.000e-03, eta: 11:06:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9223, loss_cls: 0.8950, loss: 0.8950, grad_norm: 4.8302 2021-06-18 06:22:15,425 - mmaction - INFO - Epoch [64][1460/1879] lr: 2.000e-03, eta: 11:06:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8979, loss: 0.8979, grad_norm: 4.7753 2021-06-18 06:22:26,576 - mmaction - INFO - Epoch [64][1480/1879] lr: 2.000e-03, eta: 11:05:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8726, loss: 0.8726, grad_norm: 4.7135 2021-06-18 06:22:37,754 - mmaction - INFO - Epoch [64][1500/1879] lr: 2.000e-03, eta: 11:05:46, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8538, loss: 0.8538, grad_norm: 4.6338 2021-06-18 06:22:48,854 - mmaction - INFO - Epoch [64][1520/1879] lr: 2.000e-03, eta: 11:05:34, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9270, loss_cls: 0.8667, loss: 0.8667, grad_norm: 4.6176 2021-06-18 06:22:59,998 - mmaction - INFO - Epoch [64][1540/1879] lr: 2.000e-03, eta: 11:05:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9301, loss_cls: 0.8400, loss: 0.8400, grad_norm: 4.6331 2021-06-18 06:23:11,152 - mmaction - INFO - Epoch [64][1560/1879] lr: 2.000e-03, eta: 11:05:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9246, loss_cls: 0.8255, loss: 0.8255, grad_norm: 4.6045 2021-06-18 06:23:22,298 - mmaction - INFO - Epoch [64][1580/1879] lr: 2.000e-03, eta: 11:04:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9277, loss_cls: 0.8830, loss: 0.8830, grad_norm: 4.7191 2021-06-18 06:23:33,431 - mmaction - INFO - Epoch [64][1600/1879] lr: 2.000e-03, eta: 11:04:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9195, loss_cls: 0.8740, loss: 0.8740, grad_norm: 4.6480 2021-06-18 06:23:44,582 - mmaction - INFO - Epoch [64][1620/1879] lr: 2.000e-03, eta: 11:04:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9297, loss_cls: 0.8382, loss: 0.8382, grad_norm: 4.6924 2021-06-18 06:23:55,737 - mmaction - INFO - Epoch [64][1640/1879] lr: 2.000e-03, eta: 11:04:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7684, top5_acc: 0.9219, loss_cls: 0.8661, loss: 0.8661, grad_norm: 4.6057 2021-06-18 06:24:06,914 - mmaction - INFO - Epoch [64][1660/1879] lr: 2.000e-03, eta: 11:04:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9367, loss_cls: 0.8292, loss: 0.8292, grad_norm: 4.8007 2021-06-18 06:24:18,060 - mmaction - INFO - Epoch [64][1680/1879] lr: 2.000e-03, eta: 11:03:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9219, loss_cls: 0.8720, loss: 0.8720, grad_norm: 4.6146 2021-06-18 06:24:29,220 - mmaction - INFO - Epoch [64][1700/1879] lr: 2.000e-03, eta: 11:03:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9371, loss_cls: 0.8327, loss: 0.8327, grad_norm: 4.6517 2021-06-18 06:24:40,378 - mmaction - INFO - Epoch [64][1720/1879] lr: 2.000e-03, eta: 11:03:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9195, loss_cls: 0.8671, loss: 0.8671, grad_norm: 4.6679 2021-06-18 06:24:51,519 - mmaction - INFO - Epoch [64][1740/1879] lr: 2.000e-03, eta: 11:03:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9258, loss_cls: 0.8469, loss: 0.8469, grad_norm: 4.5761 2021-06-18 06:25:02,738 - mmaction - INFO - Epoch [64][1760/1879] lr: 2.000e-03, eta: 11:03:09, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9320, loss_cls: 0.8700, loss: 0.8700, grad_norm: 4.7513 2021-06-18 06:25:13,843 - mmaction - INFO - Epoch [64][1780/1879] lr: 2.000e-03, eta: 11:02:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9336, loss_cls: 0.8441, loss: 0.8441, grad_norm: 4.6908 2021-06-18 06:25:24,983 - mmaction - INFO - Epoch [64][1800/1879] lr: 2.000e-03, eta: 11:02:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8179, loss: 0.8179, grad_norm: 4.5620 2021-06-18 06:25:36,120 - mmaction - INFO - Epoch [64][1820/1879] lr: 2.000e-03, eta: 11:02:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9273, loss_cls: 0.8456, loss: 0.8456, grad_norm: 4.6022 2021-06-18 06:25:47,272 - mmaction - INFO - Epoch [64][1840/1879] lr: 2.000e-03, eta: 11:02:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9184, loss_cls: 0.8683, loss: 0.8683, grad_norm: 4.6783 2021-06-18 06:25:58,423 - mmaction - INFO - Epoch [64][1860/1879] lr: 2.000e-03, eta: 11:02:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9324, loss_cls: 0.8586, loss: 0.8586, grad_norm: 4.7595 2021-06-18 06:26:10,605 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-06-18 06:27:35,894 - mmaction - INFO - Epoch [65][20/1879] lr: 2.000e-03, eta: 11:02:20, time: 4.201, data_time: 3.633, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9293, loss_cls: 0.8053, loss: 0.8053, grad_norm: 4.4842 2021-06-18 06:27:47,055 - mmaction - INFO - Epoch [65][40/1879] lr: 2.000e-03, eta: 11:02:08, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9234, loss_cls: 0.8601, loss: 0.8601, grad_norm: 4.6245 2021-06-18 06:27:58,162 - mmaction - INFO - Epoch [65][60/1879] lr: 2.000e-03, eta: 11:01:56, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9277, loss_cls: 0.8385, loss: 0.8385, grad_norm: 4.6248 2021-06-18 06:28:09,293 - mmaction - INFO - Epoch [65][80/1879] lr: 2.000e-03, eta: 11:01:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9332, loss_cls: 0.8034, loss: 0.8034, grad_norm: 4.5825 2021-06-18 06:28:20,409 - mmaction - INFO - Epoch [65][100/1879] lr: 2.000e-03, eta: 11:01:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9320, loss_cls: 0.8514, loss: 0.8514, grad_norm: 4.7170 2021-06-18 06:28:31,543 - mmaction - INFO - Epoch [65][120/1879] lr: 2.000e-03, eta: 11:01:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9301, loss_cls: 0.8489, loss: 0.8489, grad_norm: 4.6449 2021-06-18 06:28:42,666 - mmaction - INFO - Epoch [65][140/1879] lr: 2.000e-03, eta: 11:01:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9168, loss_cls: 0.8922, loss: 0.8922, grad_norm: 4.7249 2021-06-18 06:28:53,821 - mmaction - INFO - Epoch [65][160/1879] lr: 2.000e-03, eta: 11:00:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9238, loss_cls: 0.8801, loss: 0.8801, grad_norm: 4.7452 2021-06-18 06:29:04,967 - mmaction - INFO - Epoch [65][180/1879] lr: 2.000e-03, eta: 11:00:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9273, loss_cls: 0.8351, loss: 0.8351, grad_norm: 4.7185 2021-06-18 06:29:16,113 - mmaction - INFO - Epoch [65][200/1879] lr: 2.000e-03, eta: 11:00:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9348, loss_cls: 0.7954, loss: 0.7954, grad_norm: 4.5477 2021-06-18 06:29:27,250 - mmaction - INFO - Epoch [65][220/1879] lr: 2.000e-03, eta: 11:00:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9320, loss_cls: 0.8282, loss: 0.8282, grad_norm: 4.6580 2021-06-18 06:29:38,395 - mmaction - INFO - Epoch [65][240/1879] lr: 2.000e-03, eta: 11:00:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9332, loss_cls: 0.8168, loss: 0.8168, grad_norm: 4.6359 2021-06-18 06:29:49,531 - mmaction - INFO - Epoch [65][260/1879] lr: 2.000e-03, eta: 10:59:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9363, loss_cls: 0.8041, loss: 0.8041, grad_norm: 4.6646 2021-06-18 06:30:00,669 - mmaction - INFO - Epoch [65][280/1879] lr: 2.000e-03, eta: 10:59:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9234, loss_cls: 0.8369, loss: 0.8369, grad_norm: 4.6459 2021-06-18 06:30:11,916 - mmaction - INFO - Epoch [65][300/1879] lr: 2.000e-03, eta: 10:59:31, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8518, loss: 0.8518, grad_norm: 4.6423 2021-06-18 06:30:23,050 - mmaction - INFO - Epoch [65][320/1879] lr: 2.000e-03, eta: 10:59:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9309, loss_cls: 0.8182, loss: 0.8182, grad_norm: 4.5885 2021-06-18 06:30:34,193 - mmaction - INFO - Epoch [65][340/1879] lr: 2.000e-03, eta: 10:59:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.8223, loss: 0.8223, grad_norm: 4.6842 2021-06-18 06:30:45,351 - mmaction - INFO - Epoch [65][360/1879] lr: 2.000e-03, eta: 10:58:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9320, loss_cls: 0.8180, loss: 0.8180, grad_norm: 4.5739 2021-06-18 06:30:56,500 - mmaction - INFO - Epoch [65][380/1879] lr: 2.000e-03, eta: 10:58:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9266, loss_cls: 0.8424, loss: 0.8424, grad_norm: 4.6361 2021-06-18 06:31:07,653 - mmaction - INFO - Epoch [65][400/1879] lr: 2.000e-03, eta: 10:58:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9277, loss_cls: 0.8586, loss: 0.8586, grad_norm: 4.8418 2021-06-18 06:31:18,796 - mmaction - INFO - Epoch [65][420/1879] lr: 2.000e-03, eta: 10:58:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9270, loss_cls: 0.8436, loss: 0.8436, grad_norm: 4.6540 2021-06-18 06:31:29,930 - mmaction - INFO - Epoch [65][440/1879] lr: 2.000e-03, eta: 10:58:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9328, loss_cls: 0.8276, loss: 0.8276, grad_norm: 4.6214 2021-06-18 06:31:41,055 - mmaction - INFO - Epoch [65][460/1879] lr: 2.000e-03, eta: 10:57:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9238, loss_cls: 0.8334, loss: 0.8334, grad_norm: 4.6173 2021-06-18 06:31:52,205 - mmaction - INFO - Epoch [65][480/1879] lr: 2.000e-03, eta: 10:57:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7574, top5_acc: 0.9250, loss_cls: 0.9030, loss: 0.9030, grad_norm: 4.8668 2021-06-18 06:32:03,365 - mmaction - INFO - Epoch [65][500/1879] lr: 2.000e-03, eta: 10:57:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8278, loss: 0.8278, grad_norm: 4.6835 2021-06-18 06:32:14,505 - mmaction - INFO - Epoch [65][520/1879] lr: 2.000e-03, eta: 10:57:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9352, loss_cls: 0.8121, loss: 0.8121, grad_norm: 4.5386 2021-06-18 06:32:25,647 - mmaction - INFO - Epoch [65][540/1879] lr: 2.000e-03, eta: 10:57:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9277, loss_cls: 0.8238, loss: 0.8238, grad_norm: 4.9185 2021-06-18 06:32:36,813 - mmaction - INFO - Epoch [65][560/1879] lr: 2.000e-03, eta: 10:56:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.8150, loss: 0.8150, grad_norm: 4.6655 2021-06-18 06:32:47,972 - mmaction - INFO - Epoch [65][580/1879] lr: 2.000e-03, eta: 10:56:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9332, loss_cls: 0.8024, loss: 0.8024, grad_norm: 4.5470 2021-06-18 06:32:59,127 - mmaction - INFO - Epoch [65][600/1879] lr: 2.000e-03, eta: 10:56:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9219, loss_cls: 0.8198, loss: 0.8198, grad_norm: 4.5963 2021-06-18 06:33:10,285 - mmaction - INFO - Epoch [65][620/1879] lr: 2.000e-03, eta: 10:56:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9344, loss_cls: 0.8284, loss: 0.8284, grad_norm: 4.6657 2021-06-18 06:33:21,425 - mmaction - INFO - Epoch [65][640/1879] lr: 2.000e-03, eta: 10:56:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9324, loss_cls: 0.8030, loss: 0.8030, grad_norm: 4.5641 2021-06-18 06:33:32,570 - mmaction - INFO - Epoch [65][660/1879] lr: 2.000e-03, eta: 10:55:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9258, loss_cls: 0.8461, loss: 0.8461, grad_norm: 4.7094 2021-06-18 06:33:43,732 - mmaction - INFO - Epoch [65][680/1879] lr: 2.000e-03, eta: 10:55:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9328, loss_cls: 0.8165, loss: 0.8165, grad_norm: 4.6442 2021-06-18 06:33:54,880 - mmaction - INFO - Epoch [65][700/1879] lr: 2.000e-03, eta: 10:55:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9230, loss_cls: 0.8810, loss: 0.8810, grad_norm: 4.7736 2021-06-18 06:34:06,039 - mmaction - INFO - Epoch [65][720/1879] lr: 2.000e-03, eta: 10:55:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9270, loss_cls: 0.8258, loss: 0.8258, grad_norm: 4.7181 2021-06-18 06:34:17,188 - mmaction - INFO - Epoch [65][740/1879] lr: 2.000e-03, eta: 10:55:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9332, loss_cls: 0.8008, loss: 0.8008, grad_norm: 4.5618 2021-06-18 06:34:28,349 - mmaction - INFO - Epoch [65][760/1879] lr: 2.000e-03, eta: 10:54:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9320, loss_cls: 0.8393, loss: 0.8393, grad_norm: 4.6171 2021-06-18 06:34:39,547 - mmaction - INFO - Epoch [65][780/1879] lr: 2.000e-03, eta: 10:54:41, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9242, loss_cls: 0.8580, loss: 0.8580, grad_norm: 4.6607 2021-06-18 06:34:50,700 - mmaction - INFO - Epoch [65][800/1879] lr: 2.000e-03, eta: 10:54:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9309, loss_cls: 0.8291, loss: 0.8291, grad_norm: 4.6978 2021-06-18 06:35:01,864 - mmaction - INFO - Epoch [65][820/1879] lr: 2.000e-03, eta: 10:54:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8375, loss: 0.8375, grad_norm: 4.7265 2021-06-18 06:35:13,003 - mmaction - INFO - Epoch [65][840/1879] lr: 2.000e-03, eta: 10:54:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9297, loss_cls: 0.8250, loss: 0.8250, grad_norm: 4.5474 2021-06-18 06:35:24,160 - mmaction - INFO - Epoch [65][860/1879] lr: 2.000e-03, eta: 10:53:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8718, loss: 0.8718, grad_norm: 4.8366 2021-06-18 06:35:35,326 - mmaction - INFO - Epoch [65][880/1879] lr: 2.000e-03, eta: 10:53:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9289, loss_cls: 0.8185, loss: 0.8185, grad_norm: 4.6294 2021-06-18 06:35:46,463 - mmaction - INFO - Epoch [65][900/1879] lr: 2.000e-03, eta: 10:53:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9336, loss_cls: 0.8073, loss: 0.8073, grad_norm: 4.5781 2021-06-18 06:35:57,622 - mmaction - INFO - Epoch [65][920/1879] lr: 2.000e-03, eta: 10:53:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9371, loss_cls: 0.8082, loss: 0.8082, grad_norm: 4.5305 2021-06-18 06:36:08,779 - mmaction - INFO - Epoch [65][940/1879] lr: 2.000e-03, eta: 10:53:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8036, loss: 0.8036, grad_norm: 4.5456 2021-06-18 06:36:19,908 - mmaction - INFO - Epoch [65][960/1879] lr: 2.000e-03, eta: 10:52:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8819, loss: 0.8819, grad_norm: 4.7138 2021-06-18 06:36:31,042 - mmaction - INFO - Epoch [65][980/1879] lr: 2.000e-03, eta: 10:52:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9297, loss_cls: 0.8528, loss: 0.8528, grad_norm: 4.7464 2021-06-18 06:36:42,173 - mmaction - INFO - Epoch [65][1000/1879] lr: 2.000e-03, eta: 10:52:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9398, loss_cls: 0.8291, loss: 0.8291, grad_norm: 4.7925 2021-06-18 06:36:53,329 - mmaction - INFO - Epoch [65][1020/1879] lr: 2.000e-03, eta: 10:52:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9156, loss_cls: 0.9097, loss: 0.9097, grad_norm: 4.8180 2021-06-18 06:37:04,491 - mmaction - INFO - Epoch [65][1040/1879] lr: 2.000e-03, eta: 10:52:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7676, top5_acc: 0.9266, loss_cls: 0.8686, loss: 0.8686, grad_norm: 4.7147 2021-06-18 06:37:15,629 - mmaction - INFO - Epoch [65][1060/1879] lr: 2.000e-03, eta: 10:51:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9230, loss_cls: 0.8778, loss: 0.8778, grad_norm: 4.7588 2021-06-18 06:37:26,785 - mmaction - INFO - Epoch [65][1080/1879] lr: 2.000e-03, eta: 10:51:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9176, loss_cls: 0.8692, loss: 0.8692, grad_norm: 4.5319 2021-06-18 06:37:37,937 - mmaction - INFO - Epoch [65][1100/1879] lr: 2.000e-03, eta: 10:51:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9301, loss_cls: 0.8498, loss: 0.8498, grad_norm: 4.6830 2021-06-18 06:37:49,074 - mmaction - INFO - Epoch [65][1120/1879] lr: 2.000e-03, eta: 10:51:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8404, loss: 0.8404, grad_norm: 4.7553 2021-06-18 06:38:00,232 - mmaction - INFO - Epoch [65][1140/1879] lr: 2.000e-03, eta: 10:51:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9305, loss_cls: 0.8367, loss: 0.8367, grad_norm: 4.7902 2021-06-18 06:38:11,375 - mmaction - INFO - Epoch [65][1160/1879] lr: 2.000e-03, eta: 10:50:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9289, loss_cls: 0.8465, loss: 0.8465, grad_norm: 4.8056 2021-06-18 06:38:22,532 - mmaction - INFO - Epoch [65][1180/1879] lr: 2.000e-03, eta: 10:50:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9077, loss: 0.9077, grad_norm: 4.9201 2021-06-18 06:38:33,714 - mmaction - INFO - Epoch [65][1200/1879] lr: 2.000e-03, eta: 10:50:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9273, loss_cls: 0.8416, loss: 0.8416, grad_norm: 4.7087 2021-06-18 06:38:44,819 - mmaction - INFO - Epoch [65][1220/1879] lr: 2.000e-03, eta: 10:50:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9383, loss_cls: 0.8488, loss: 0.8488, grad_norm: 4.7887 2021-06-18 06:38:55,959 - mmaction - INFO - Epoch [65][1240/1879] lr: 2.000e-03, eta: 10:50:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9273, loss_cls: 0.8280, loss: 0.8280, grad_norm: 4.5870 2021-06-18 06:39:07,110 - mmaction - INFO - Epoch [65][1260/1879] lr: 2.000e-03, eta: 10:49:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9324, loss_cls: 0.8336, loss: 0.8336, grad_norm: 4.6554 2021-06-18 06:39:18,248 - mmaction - INFO - Epoch [65][1280/1879] lr: 2.000e-03, eta: 10:49:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9297, loss_cls: 0.8446, loss: 0.8446, grad_norm: 4.6950 2021-06-18 06:39:29,407 - mmaction - INFO - Epoch [65][1300/1879] lr: 2.000e-03, eta: 10:49:27, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.8851, loss: 0.8851, grad_norm: 4.7857 2021-06-18 06:39:40,559 - mmaction - INFO - Epoch [65][1320/1879] lr: 2.000e-03, eta: 10:49:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9215, loss_cls: 0.8628, loss: 0.8628, grad_norm: 4.7541 2021-06-18 06:39:51,685 - mmaction - INFO - Epoch [65][1340/1879] lr: 2.000e-03, eta: 10:49:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7707, top5_acc: 0.9219, loss_cls: 0.8707, loss: 0.8707, grad_norm: 4.6842 2021-06-18 06:40:02,845 - mmaction - INFO - Epoch [65][1360/1879] lr: 2.000e-03, eta: 10:48:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9215, loss_cls: 0.8729, loss: 0.8729, grad_norm: 4.7931 2021-06-18 06:40:13,976 - mmaction - INFO - Epoch [65][1380/1879] lr: 2.000e-03, eta: 10:48:38, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9219, loss_cls: 0.8660, loss: 0.8660, grad_norm: 4.7244 2021-06-18 06:40:25,118 - mmaction - INFO - Epoch [65][1400/1879] lr: 2.000e-03, eta: 10:48:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9281, loss_cls: 0.8435, loss: 0.8435, grad_norm: 4.6938 2021-06-18 06:40:36,282 - mmaction - INFO - Epoch [65][1420/1879] lr: 2.000e-03, eta: 10:48:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9273, loss_cls: 0.8680, loss: 0.8680, grad_norm: 4.8105 2021-06-18 06:40:47,431 - mmaction - INFO - Epoch [65][1440/1879] lr: 2.000e-03, eta: 10:48:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9246, loss_cls: 0.8406, loss: 0.8406, grad_norm: 4.6419 2021-06-18 06:40:58,585 - mmaction - INFO - Epoch [65][1460/1879] lr: 2.000e-03, eta: 10:47:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9246, loss_cls: 0.8589, loss: 0.8589, grad_norm: 4.6673 2021-06-18 06:41:09,738 - mmaction - INFO - Epoch [65][1480/1879] lr: 2.000e-03, eta: 10:47:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9375, loss_cls: 0.7914, loss: 0.7914, grad_norm: 4.5336 2021-06-18 06:41:20,884 - mmaction - INFO - Epoch [65][1500/1879] lr: 2.000e-03, eta: 10:47:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9266, loss_cls: 0.8332, loss: 0.8332, grad_norm: 4.6194 2021-06-18 06:41:32,012 - mmaction - INFO - Epoch [65][1520/1879] lr: 2.000e-03, eta: 10:47:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9297, loss_cls: 0.8397, loss: 0.8397, grad_norm: 4.6626 2021-06-18 06:41:43,166 - mmaction - INFO - Epoch [65][1540/1879] lr: 2.000e-03, eta: 10:47:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9289, loss_cls: 0.8430, loss: 0.8430, grad_norm: 4.7696 2021-06-18 06:41:54,321 - mmaction - INFO - Epoch [65][1560/1879] lr: 2.000e-03, eta: 10:46:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9516, loss: 0.9516, grad_norm: 4.8610 2021-06-18 06:42:05,454 - mmaction - INFO - Epoch [65][1580/1879] lr: 2.000e-03, eta: 10:46:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9258, loss_cls: 0.8648, loss: 0.8648, grad_norm: 4.8099 2021-06-18 06:42:16,602 - mmaction - INFO - Epoch [65][1600/1879] lr: 2.000e-03, eta: 10:46:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9254, loss_cls: 0.8680, loss: 0.8680, grad_norm: 4.6529 2021-06-18 06:42:27,747 - mmaction - INFO - Epoch [65][1620/1879] lr: 2.000e-03, eta: 10:46:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9293, loss_cls: 0.8391, loss: 0.8391, grad_norm: 4.5884 2021-06-18 06:42:38,899 - mmaction - INFO - Epoch [65][1640/1879] lr: 2.000e-03, eta: 10:46:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9293, loss_cls: 0.8618, loss: 0.8618, grad_norm: 4.7150 2021-06-18 06:42:50,028 - mmaction - INFO - Epoch [65][1660/1879] lr: 2.000e-03, eta: 10:45:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9211, loss_cls: 0.8510, loss: 0.8510, grad_norm: 4.6045 2021-06-18 06:43:01,179 - mmaction - INFO - Epoch [65][1680/1879] lr: 2.000e-03, eta: 10:45:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9246, loss_cls: 0.8343, loss: 0.8343, grad_norm: 4.6053 2021-06-18 06:43:12,313 - mmaction - INFO - Epoch [65][1700/1879] lr: 2.000e-03, eta: 10:45:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8768, loss: 0.8768, grad_norm: 4.7013 2021-06-18 06:43:23,500 - mmaction - INFO - Epoch [65][1720/1879] lr: 2.000e-03, eta: 10:45:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9250, loss_cls: 0.8641, loss: 0.8641, grad_norm: 4.6693 2021-06-18 06:43:34,629 - mmaction - INFO - Epoch [65][1740/1879] lr: 2.000e-03, eta: 10:45:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9387, loss_cls: 0.7768, loss: 0.7768, grad_norm: 4.5676 2021-06-18 06:43:45,776 - mmaction - INFO - Epoch [65][1760/1879] lr: 2.000e-03, eta: 10:44:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8379, loss: 0.8379, grad_norm: 4.6517 2021-06-18 06:43:56,907 - mmaction - INFO - Epoch [65][1780/1879] lr: 2.000e-03, eta: 10:44:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7691, top5_acc: 0.9293, loss_cls: 0.8693, loss: 0.8693, grad_norm: 4.8456 2021-06-18 06:44:08,045 - mmaction - INFO - Epoch [65][1800/1879] lr: 2.000e-03, eta: 10:44:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8225, loss: 0.8225, grad_norm: 4.7399 2021-06-18 06:44:19,182 - mmaction - INFO - Epoch [65][1820/1879] lr: 2.000e-03, eta: 10:44:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9242, loss_cls: 0.8355, loss: 0.8355, grad_norm: 4.6660 2021-06-18 06:44:30,355 - mmaction - INFO - Epoch [65][1840/1879] lr: 2.000e-03, eta: 10:44:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9215, loss_cls: 0.8877, loss: 0.8877, grad_norm: 4.8357 2021-06-18 06:44:41,512 - mmaction - INFO - Epoch [65][1860/1879] lr: 2.000e-03, eta: 10:43:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9191, loss_cls: 0.8689, loss: 0.8689, grad_norm: 4.6807 2021-06-18 06:44:55,439 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-06-18 06:46:35,639 - mmaction - INFO - Epoch [66][20/1879] lr: 2.000e-03, eta: 10:44:07, time: 4.968, data_time: 4.331, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9367, loss_cls: 0.8200, loss: 0.8200, grad_norm: 4.6128 2021-06-18 06:46:46,787 - mmaction - INFO - Epoch [66][40/1879] lr: 2.000e-03, eta: 10:43:55, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9301, loss_cls: 0.8055, loss: 0.8055, grad_norm: 4.6043 2021-06-18 06:46:57,881 - mmaction - INFO - Epoch [66][60/1879] lr: 2.000e-03, eta: 10:43:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9359, loss_cls: 0.8156, loss: 0.8156, grad_norm: 4.6806 2021-06-18 06:47:08,998 - mmaction - INFO - Epoch [66][80/1879] lr: 2.000e-03, eta: 10:43:31, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9273, loss_cls: 0.8178, loss: 0.8178, grad_norm: 4.5495 2021-06-18 06:47:20,116 - mmaction - INFO - Epoch [66][100/1879] lr: 2.000e-03, eta: 10:43:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8079, loss: 0.8079, grad_norm: 4.6533 2021-06-18 06:47:31,250 - mmaction - INFO - Epoch [66][120/1879] lr: 2.000e-03, eta: 10:43:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9281, loss_cls: 0.8320, loss: 0.8320, grad_norm: 4.7566 2021-06-18 06:47:42,362 - mmaction - INFO - Epoch [66][140/1879] lr: 2.000e-03, eta: 10:42:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9270, loss_cls: 0.8345, loss: 0.8345, grad_norm: 4.7142 2021-06-18 06:47:53,496 - mmaction - INFO - Epoch [66][160/1879] lr: 2.000e-03, eta: 10:42:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9285, loss_cls: 0.8393, loss: 0.8393, grad_norm: 4.6632 2021-06-18 06:48:04,638 - mmaction - INFO - Epoch [66][180/1879] lr: 2.000e-03, eta: 10:42:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8231, loss: 0.8231, grad_norm: 4.6132 2021-06-18 06:48:15,767 - mmaction - INFO - Epoch [66][200/1879] lr: 2.000e-03, eta: 10:42:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9281, loss_cls: 0.8442, loss: 0.8442, grad_norm: 4.7339 2021-06-18 06:48:26,914 - mmaction - INFO - Epoch [66][220/1879] lr: 2.000e-03, eta: 10:42:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9270, loss_cls: 0.8628, loss: 0.8628, grad_norm: 4.7857 2021-06-18 06:48:38,037 - mmaction - INFO - Epoch [66][240/1879] lr: 2.000e-03, eta: 10:41:54, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9301, loss_cls: 0.8027, loss: 0.8027, grad_norm: 4.5634 2021-06-18 06:48:49,188 - mmaction - INFO - Epoch [66][260/1879] lr: 2.000e-03, eta: 10:41:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9238, loss_cls: 0.8537, loss: 0.8537, grad_norm: 4.8026 2021-06-18 06:49:00,321 - mmaction - INFO - Epoch [66][280/1879] lr: 2.000e-03, eta: 10:41:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9379, loss_cls: 0.8038, loss: 0.8038, grad_norm: 4.6847 2021-06-18 06:49:11,471 - mmaction - INFO - Epoch [66][300/1879] lr: 2.000e-03, eta: 10:41:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9297, loss_cls: 0.7920, loss: 0.7920, grad_norm: 4.5213 2021-06-18 06:49:22,593 - mmaction - INFO - Epoch [66][320/1879] lr: 2.000e-03, eta: 10:41:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9215, loss_cls: 0.8933, loss: 0.8933, grad_norm: 4.7799 2021-06-18 06:49:33,742 - mmaction - INFO - Epoch [66][340/1879] lr: 2.000e-03, eta: 10:40:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9328, loss_cls: 0.7974, loss: 0.7974, grad_norm: 4.5531 2021-06-18 06:49:44,940 - mmaction - INFO - Epoch [66][360/1879] lr: 2.000e-03, eta: 10:40:41, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9254, loss_cls: 0.8494, loss: 0.8494, grad_norm: 4.7080 2021-06-18 06:49:56,038 - mmaction - INFO - Epoch [66][380/1879] lr: 2.000e-03, eta: 10:40:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9332, loss_cls: 0.8112, loss: 0.8112, grad_norm: 4.6436 2021-06-18 06:50:07,297 - mmaction - INFO - Epoch [66][400/1879] lr: 2.000e-03, eta: 10:40:17, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9313, loss_cls: 0.8105, loss: 0.8105, grad_norm: 4.5827 2021-06-18 06:50:18,424 - mmaction - INFO - Epoch [66][420/1879] lr: 2.000e-03, eta: 10:40:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9258, loss_cls: 0.8363, loss: 0.8363, grad_norm: 4.6116 2021-06-18 06:50:29,561 - mmaction - INFO - Epoch [66][440/1879] lr: 2.000e-03, eta: 10:39:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8048, loss: 0.8048, grad_norm: 4.6160 2021-06-18 06:50:40,705 - mmaction - INFO - Epoch [66][460/1879] lr: 2.000e-03, eta: 10:39:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9332, loss_cls: 0.8404, loss: 0.8404, grad_norm: 4.8889 2021-06-18 06:50:51,851 - mmaction - INFO - Epoch [66][480/1879] lr: 2.000e-03, eta: 10:39:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8284, loss: 0.8284, grad_norm: 4.6091 2021-06-18 06:51:02,978 - mmaction - INFO - Epoch [66][500/1879] lr: 2.000e-03, eta: 10:39:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9227, loss_cls: 0.8661, loss: 0.8661, grad_norm: 4.7727 2021-06-18 06:51:14,149 - mmaction - INFO - Epoch [66][520/1879] lr: 2.000e-03, eta: 10:39:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9219, loss_cls: 0.8565, loss: 0.8565, grad_norm: 4.7449 2021-06-18 06:51:25,315 - mmaction - INFO - Epoch [66][540/1879] lr: 2.000e-03, eta: 10:38:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9301, loss_cls: 0.8158, loss: 0.8158, grad_norm: 4.6069 2021-06-18 06:51:36,475 - mmaction - INFO - Epoch [66][560/1879] lr: 2.000e-03, eta: 10:38:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8530, loss: 0.8530, grad_norm: 4.6841 2021-06-18 06:51:47,632 - mmaction - INFO - Epoch [66][580/1879] lr: 2.000e-03, eta: 10:38:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8528, loss: 0.8528, grad_norm: 4.7512 2021-06-18 06:51:58,756 - mmaction - INFO - Epoch [66][600/1879] lr: 2.000e-03, eta: 10:38:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9262, loss_cls: 0.8304, loss: 0.8304, grad_norm: 4.7415 2021-06-18 06:52:09,889 - mmaction - INFO - Epoch [66][620/1879] lr: 2.000e-03, eta: 10:38:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9309, loss_cls: 0.8016, loss: 0.8016, grad_norm: 4.5830 2021-06-18 06:52:21,038 - mmaction - INFO - Epoch [66][640/1879] lr: 2.000e-03, eta: 10:37:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9254, loss_cls: 0.8314, loss: 0.8314, grad_norm: 4.7419 2021-06-18 06:52:32,182 - mmaction - INFO - Epoch [66][660/1879] lr: 2.000e-03, eta: 10:37:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9293, loss_cls: 0.8170, loss: 0.8170, grad_norm: 4.7094 2021-06-18 06:52:43,334 - mmaction - INFO - Epoch [66][680/1879] lr: 2.000e-03, eta: 10:37:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.8698, loss: 0.8698, grad_norm: 4.7963 2021-06-18 06:52:54,497 - mmaction - INFO - Epoch [66][700/1879] lr: 2.000e-03, eta: 10:37:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9367, loss_cls: 0.7959, loss: 0.7959, grad_norm: 4.5954 2021-06-18 06:53:05,635 - mmaction - INFO - Epoch [66][720/1879] lr: 2.000e-03, eta: 10:37:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9285, loss_cls: 0.8243, loss: 0.8243, grad_norm: 4.7157 2021-06-18 06:53:16,775 - mmaction - INFO - Epoch [66][740/1879] lr: 2.000e-03, eta: 10:36:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9223, loss_cls: 0.8746, loss: 0.8746, grad_norm: 4.8304 2021-06-18 06:53:27,919 - mmaction - INFO - Epoch [66][760/1879] lr: 2.000e-03, eta: 10:36:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.8168, loss: 0.8168, grad_norm: 4.7274 2021-06-18 06:53:39,069 - mmaction - INFO - Epoch [66][780/1879] lr: 2.000e-03, eta: 10:36:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9250, loss_cls: 0.8422, loss: 0.8422, grad_norm: 4.8563 2021-06-18 06:53:50,220 - mmaction - INFO - Epoch [66][800/1879] lr: 2.000e-03, eta: 10:36:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9234, loss_cls: 0.8560, loss: 0.8560, grad_norm: 4.6938 2021-06-18 06:54:01,361 - mmaction - INFO - Epoch [66][820/1879] lr: 2.000e-03, eta: 10:36:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9336, loss_cls: 0.8190, loss: 0.8190, grad_norm: 4.7065 2021-06-18 06:54:12,524 - mmaction - INFO - Epoch [66][840/1879] lr: 2.000e-03, eta: 10:35:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9328, loss_cls: 0.8031, loss: 0.8031, grad_norm: 4.6598 2021-06-18 06:54:23,672 - mmaction - INFO - Epoch [66][860/1879] lr: 2.000e-03, eta: 10:35:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9395, loss_cls: 0.8035, loss: 0.8035, grad_norm: 4.6367 2021-06-18 06:54:34,841 - mmaction - INFO - Epoch [66][880/1879] lr: 2.000e-03, eta: 10:35:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8453, loss: 0.8453, grad_norm: 4.7947 2021-06-18 06:54:46,007 - mmaction - INFO - Epoch [66][900/1879] lr: 2.000e-03, eta: 10:35:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9293, loss_cls: 0.8412, loss: 0.8412, grad_norm: 4.6175 2021-06-18 06:54:57,158 - mmaction - INFO - Epoch [66][920/1879] lr: 2.000e-03, eta: 10:35:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8549, loss: 0.8549, grad_norm: 4.8296 2021-06-18 06:55:08,289 - mmaction - INFO - Epoch [66][940/1879] lr: 2.000e-03, eta: 10:34:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9281, loss_cls: 0.8340, loss: 0.8340, grad_norm: 4.7118 2021-06-18 06:55:19,435 - mmaction - INFO - Epoch [66][960/1879] lr: 2.000e-03, eta: 10:34:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9340, loss_cls: 0.8023, loss: 0.8023, grad_norm: 4.6502 2021-06-18 06:55:30,573 - mmaction - INFO - Epoch [66][980/1879] lr: 2.000e-03, eta: 10:34:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9293, loss_cls: 0.8162, loss: 0.8162, grad_norm: 4.7297 2021-06-18 06:55:41,736 - mmaction - INFO - Epoch [66][1000/1879] lr: 2.000e-03, eta: 10:34:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9250, loss_cls: 0.8519, loss: 0.8519, grad_norm: 4.7330 2021-06-18 06:55:52,875 - mmaction - INFO - Epoch [66][1020/1879] lr: 2.000e-03, eta: 10:34:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9352, loss_cls: 0.8139, loss: 0.8139, grad_norm: 4.7928 2021-06-18 06:56:04,041 - mmaction - INFO - Epoch [66][1040/1879] lr: 2.000e-03, eta: 10:33:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8389, loss: 0.8389, grad_norm: 4.7341 2021-06-18 06:56:15,183 - mmaction - INFO - Epoch [66][1060/1879] lr: 2.000e-03, eta: 10:33:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8628, loss: 0.8628, grad_norm: 4.7602 2021-06-18 06:56:26,330 - mmaction - INFO - Epoch [66][1080/1879] lr: 2.000e-03, eta: 10:33:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9203, loss_cls: 0.8940, loss: 0.8940, grad_norm: 4.8204 2021-06-18 06:56:37,481 - mmaction - INFO - Epoch [66][1100/1879] lr: 2.000e-03, eta: 10:33:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8270, loss: 0.8270, grad_norm: 4.5889 2021-06-18 06:56:48,621 - mmaction - INFO - Epoch [66][1120/1879] lr: 2.000e-03, eta: 10:33:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8523, loss: 0.8523, grad_norm: 4.8575 2021-06-18 06:56:59,769 - mmaction - INFO - Epoch [66][1140/1879] lr: 2.000e-03, eta: 10:32:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9258, loss_cls: 0.8153, loss: 0.8153, grad_norm: 4.5522 2021-06-18 06:57:10,937 - mmaction - INFO - Epoch [66][1160/1879] lr: 2.000e-03, eta: 10:32:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9305, loss_cls: 0.8365, loss: 0.8365, grad_norm: 4.7895 2021-06-18 06:57:22,072 - mmaction - INFO - Epoch [66][1180/1879] lr: 2.000e-03, eta: 10:32:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9152, loss_cls: 0.8987, loss: 0.8987, grad_norm: 4.8649 2021-06-18 06:57:33,211 - mmaction - INFO - Epoch [66][1200/1879] lr: 2.000e-03, eta: 10:32:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9293, loss_cls: 0.8292, loss: 0.8292, grad_norm: 4.7617 2021-06-18 06:57:44,322 - mmaction - INFO - Epoch [66][1220/1879] lr: 2.000e-03, eta: 10:32:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8489, loss: 0.8489, grad_norm: 4.7610 2021-06-18 06:57:55,468 - mmaction - INFO - Epoch [66][1240/1879] lr: 2.000e-03, eta: 10:31:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9309, loss_cls: 0.8368, loss: 0.8368, grad_norm: 4.7162 2021-06-18 06:58:06,588 - mmaction - INFO - Epoch [66][1260/1879] lr: 2.000e-03, eta: 10:31:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8266, loss: 0.8266, grad_norm: 4.7351 2021-06-18 06:58:17,723 - mmaction - INFO - Epoch [66][1280/1879] lr: 2.000e-03, eta: 10:31:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9258, loss_cls: 0.8660, loss: 0.8660, grad_norm: 4.8878 2021-06-18 06:58:28,885 - mmaction - INFO - Epoch [66][1300/1879] lr: 2.000e-03, eta: 10:31:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9273, loss_cls: 0.8512, loss: 0.8512, grad_norm: 4.7737 2021-06-18 06:58:40,033 - mmaction - INFO - Epoch [66][1320/1879] lr: 2.000e-03, eta: 10:31:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9379, loss_cls: 0.8179, loss: 0.8179, grad_norm: 4.7371 2021-06-18 06:58:51,177 - mmaction - INFO - Epoch [66][1340/1879] lr: 2.000e-03, eta: 10:30:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9328, loss_cls: 0.8366, loss: 0.8366, grad_norm: 4.8460 2021-06-18 06:59:02,347 - mmaction - INFO - Epoch [66][1360/1879] lr: 2.000e-03, eta: 10:30:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9199, loss_cls: 0.8890, loss: 0.8890, grad_norm: 4.8646 2021-06-18 06:59:13,476 - mmaction - INFO - Epoch [66][1380/1879] lr: 2.000e-03, eta: 10:30:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9238, loss_cls: 0.8887, loss: 0.8887, grad_norm: 4.9140 2021-06-18 06:59:24,628 - mmaction - INFO - Epoch [66][1400/1879] lr: 2.000e-03, eta: 10:30:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8625, loss: 0.8625, grad_norm: 4.8915 2021-06-18 06:59:35,752 - mmaction - INFO - Epoch [66][1420/1879] lr: 2.000e-03, eta: 10:30:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.8667, loss: 0.8667, grad_norm: 4.7537 2021-06-18 06:59:46,922 - mmaction - INFO - Epoch [66][1440/1879] lr: 2.000e-03, eta: 10:29:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9355, loss_cls: 0.8125, loss: 0.8125, grad_norm: 4.6409 2021-06-18 06:59:58,074 - mmaction - INFO - Epoch [66][1460/1879] lr: 2.000e-03, eta: 10:29:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9285, loss_cls: 0.8507, loss: 0.8507, grad_norm: 4.8531 2021-06-18 07:00:09,204 - mmaction - INFO - Epoch [66][1480/1879] lr: 2.000e-03, eta: 10:29:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9203, loss_cls: 0.8496, loss: 0.8496, grad_norm: 4.7357 2021-06-18 07:00:20,338 - mmaction - INFO - Epoch [66][1500/1879] lr: 2.000e-03, eta: 10:29:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9262, loss_cls: 0.8513, loss: 0.8513, grad_norm: 4.7590 2021-06-18 07:00:31,466 - mmaction - INFO - Epoch [66][1520/1879] lr: 2.000e-03, eta: 10:29:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9332, loss_cls: 0.8172, loss: 0.8172, grad_norm: 4.7258 2021-06-18 07:00:42,615 - mmaction - INFO - Epoch [66][1540/1879] lr: 2.000e-03, eta: 10:28:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8121, loss: 0.8121, grad_norm: 4.6668 2021-06-18 07:00:53,749 - mmaction - INFO - Epoch [66][1560/1879] lr: 2.000e-03, eta: 10:28:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7637, top5_acc: 0.9203, loss_cls: 0.9164, loss: 0.9164, grad_norm: 5.0056 2021-06-18 07:01:04,904 - mmaction - INFO - Epoch [66][1580/1879] lr: 2.000e-03, eta: 10:28:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8674, loss: 0.8674, grad_norm: 4.8121 2021-06-18 07:01:16,051 - mmaction - INFO - Epoch [66][1600/1879] lr: 2.000e-03, eta: 10:28:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9258, loss_cls: 0.8550, loss: 0.8550, grad_norm: 4.8477 2021-06-18 07:01:27,190 - mmaction - INFO - Epoch [66][1620/1879] lr: 2.000e-03, eta: 10:28:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.7921, loss: 0.7921, grad_norm: 4.6979 2021-06-18 07:01:38,346 - mmaction - INFO - Epoch [66][1640/1879] lr: 2.000e-03, eta: 10:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8170, loss: 0.8170, grad_norm: 4.7566 2021-06-18 07:01:49,494 - mmaction - INFO - Epoch [66][1660/1879] lr: 2.000e-03, eta: 10:27:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9348, loss_cls: 0.8047, loss: 0.8047, grad_norm: 4.7329 2021-06-18 07:02:00,643 - mmaction - INFO - Epoch [66][1680/1879] lr: 2.000e-03, eta: 10:27:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9297, loss_cls: 0.8503, loss: 0.8503, grad_norm: 4.7906 2021-06-18 07:02:11,773 - mmaction - INFO - Epoch [66][1700/1879] lr: 2.000e-03, eta: 10:27:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8698, loss: 0.8698, grad_norm: 4.8181 2021-06-18 07:02:22,919 - mmaction - INFO - Epoch [66][1720/1879] lr: 2.000e-03, eta: 10:27:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9410, loss_cls: 0.8043, loss: 0.8043, grad_norm: 4.6465 2021-06-18 07:02:34,056 - mmaction - INFO - Epoch [66][1740/1879] lr: 2.000e-03, eta: 10:26:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8316, loss: 0.8316, grad_norm: 4.6478 2021-06-18 07:02:45,214 - mmaction - INFO - Epoch [66][1760/1879] lr: 2.000e-03, eta: 10:26:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9246, loss_cls: 0.8372, loss: 0.8372, grad_norm: 4.7369 2021-06-18 07:02:56,381 - mmaction - INFO - Epoch [66][1780/1879] lr: 2.000e-03, eta: 10:26:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9266, loss_cls: 0.8496, loss: 0.8496, grad_norm: 4.7051 2021-06-18 07:03:07,537 - mmaction - INFO - Epoch [66][1800/1879] lr: 2.000e-03, eta: 10:26:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9187, loss_cls: 0.8706, loss: 0.8706, grad_norm: 4.6828 2021-06-18 07:03:18,670 - mmaction - INFO - Epoch [66][1820/1879] lr: 2.000e-03, eta: 10:26:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9324, loss_cls: 0.8321, loss: 0.8321, grad_norm: 4.7829 2021-06-18 07:03:29,827 - mmaction - INFO - Epoch [66][1840/1879] lr: 2.000e-03, eta: 10:25:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9285, loss_cls: 0.8573, loss: 0.8573, grad_norm: 4.7088 2021-06-18 07:03:40,979 - mmaction - INFO - Epoch [66][1860/1879] lr: 2.000e-03, eta: 10:25:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9137, loss_cls: 0.9116, loss: 0.9116, grad_norm: 4.9020 2021-06-18 07:03:53,081 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-06-18 07:05:11,712 - mmaction - INFO - Epoch [67][20/1879] lr: 2.000e-03, eta: 10:25:41, time: 3.880, data_time: 3.206, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9285, loss_cls: 0.8347, loss: 0.8347, grad_norm: 4.7561 2021-06-18 07:05:22,874 - mmaction - INFO - Epoch [67][40/1879] lr: 2.000e-03, eta: 10:25:29, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9355, loss_cls: 0.7951, loss: 0.7951, grad_norm: 4.6158 2021-06-18 07:05:34,007 - mmaction - INFO - Epoch [67][60/1879] lr: 2.000e-03, eta: 10:25:17, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9227, loss_cls: 0.8661, loss: 0.8661, grad_norm: 4.8504 2021-06-18 07:05:45,140 - mmaction - INFO - Epoch [67][80/1879] lr: 2.000e-03, eta: 10:25:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9309, loss_cls: 0.8032, loss: 0.8032, grad_norm: 4.7015 2021-06-18 07:05:56,224 - mmaction - INFO - Epoch [67][100/1879] lr: 2.000e-03, eta: 10:24:53, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9270, loss_cls: 0.8061, loss: 0.8061, grad_norm: 4.6066 2021-06-18 07:06:07,353 - mmaction - INFO - Epoch [67][120/1879] lr: 2.000e-03, eta: 10:24:41, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9375, loss_cls: 0.7554, loss: 0.7554, grad_norm: 4.5557 2021-06-18 07:06:18,474 - mmaction - INFO - Epoch [67][140/1879] lr: 2.000e-03, eta: 10:24:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8431, loss: 0.8431, grad_norm: 4.8109 2021-06-18 07:06:29,607 - mmaction - INFO - Epoch [67][160/1879] lr: 2.000e-03, eta: 10:24:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9410, loss_cls: 0.7961, loss: 0.7961, grad_norm: 4.6690 2021-06-18 07:06:40,759 - mmaction - INFO - Epoch [67][180/1879] lr: 2.000e-03, eta: 10:24:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9352, loss_cls: 0.7850, loss: 0.7850, grad_norm: 4.6885 2021-06-18 07:06:51,896 - mmaction - INFO - Epoch [67][200/1879] lr: 2.000e-03, eta: 10:23:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9273, loss_cls: 0.8337, loss: 0.8337, grad_norm: 4.6503 2021-06-18 07:07:03,044 - mmaction - INFO - Epoch [67][220/1879] lr: 2.000e-03, eta: 10:23:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9344, loss_cls: 0.8108, loss: 0.8108, grad_norm: 4.7849 2021-06-18 07:07:14,178 - mmaction - INFO - Epoch [67][240/1879] lr: 2.000e-03, eta: 10:23:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8304, loss: 0.8304, grad_norm: 4.6692 2021-06-18 07:07:25,341 - mmaction - INFO - Epoch [67][260/1879] lr: 2.000e-03, eta: 10:23:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9254, loss_cls: 0.8562, loss: 0.8562, grad_norm: 4.8725 2021-06-18 07:07:36,481 - mmaction - INFO - Epoch [67][280/1879] lr: 2.000e-03, eta: 10:23:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9395, loss_cls: 0.7761, loss: 0.7761, grad_norm: 4.6541 2021-06-18 07:07:47,611 - mmaction - INFO - Epoch [67][300/1879] lr: 2.000e-03, eta: 10:22:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9320, loss_cls: 0.8145, loss: 0.8145, grad_norm: 4.7069 2021-06-18 07:07:58,742 - mmaction - INFO - Epoch [67][320/1879] lr: 2.000e-03, eta: 10:22:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9293, loss_cls: 0.8130, loss: 0.8130, grad_norm: 4.6842 2021-06-18 07:08:09,904 - mmaction - INFO - Epoch [67][340/1879] lr: 2.000e-03, eta: 10:22:28, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8241, loss: 0.8241, grad_norm: 4.8020 2021-06-18 07:08:21,041 - mmaction - INFO - Epoch [67][360/1879] lr: 2.000e-03, eta: 10:22:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7812, loss: 0.7812, grad_norm: 4.6557 2021-06-18 07:08:32,184 - mmaction - INFO - Epoch [67][380/1879] lr: 2.000e-03, eta: 10:22:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8460, loss: 0.8460, grad_norm: 4.8214 2021-06-18 07:08:43,326 - mmaction - INFO - Epoch [67][400/1879] lr: 2.000e-03, eta: 10:21:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9348, loss_cls: 0.8149, loss: 0.8149, grad_norm: 4.7222 2021-06-18 07:08:54,481 - mmaction - INFO - Epoch [67][420/1879] lr: 2.000e-03, eta: 10:21:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9371, loss_cls: 0.7902, loss: 0.7902, grad_norm: 4.7526 2021-06-18 07:09:05,625 - mmaction - INFO - Epoch [67][440/1879] lr: 2.000e-03, eta: 10:21:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9172, loss_cls: 0.8568, loss: 0.8568, grad_norm: 4.7926 2021-06-18 07:09:16,768 - mmaction - INFO - Epoch [67][460/1879] lr: 2.000e-03, eta: 10:21:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9285, loss_cls: 0.7911, loss: 0.7911, grad_norm: 4.5783 2021-06-18 07:09:27,910 - mmaction - INFO - Epoch [67][480/1879] lr: 2.000e-03, eta: 10:21:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9238, loss_cls: 0.8809, loss: 0.8809, grad_norm: 4.9196 2021-06-18 07:09:39,050 - mmaction - INFO - Epoch [67][500/1879] lr: 2.000e-03, eta: 10:20:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9281, loss_cls: 0.8429, loss: 0.8429, grad_norm: 4.8063 2021-06-18 07:09:50,223 - mmaction - INFO - Epoch [67][520/1879] lr: 2.000e-03, eta: 10:20:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9258, loss_cls: 0.8520, loss: 0.8520, grad_norm: 4.8011 2021-06-18 07:10:01,382 - mmaction - INFO - Epoch [67][540/1879] lr: 2.000e-03, eta: 10:20:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8431, loss: 0.8431, grad_norm: 4.9056 2021-06-18 07:10:12,535 - mmaction - INFO - Epoch [67][560/1879] lr: 2.000e-03, eta: 10:20:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9328, loss_cls: 0.8319, loss: 0.8319, grad_norm: 4.7327 2021-06-18 07:10:23,693 - mmaction - INFO - Epoch [67][580/1879] lr: 2.000e-03, eta: 10:20:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9297, loss_cls: 0.8032, loss: 0.8032, grad_norm: 4.6891 2021-06-18 07:10:34,838 - mmaction - INFO - Epoch [67][600/1879] lr: 2.000e-03, eta: 10:19:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9375, loss_cls: 0.7780, loss: 0.7780, grad_norm: 4.6662 2021-06-18 07:10:45,991 - mmaction - INFO - Epoch [67][620/1879] lr: 2.000e-03, eta: 10:19:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8730, loss: 0.8730, grad_norm: 4.8519 2021-06-18 07:10:57,124 - mmaction - INFO - Epoch [67][640/1879] lr: 2.000e-03, eta: 10:19:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9410, loss_cls: 0.7622, loss: 0.7622, grad_norm: 4.4983 2021-06-18 07:11:08,284 - mmaction - INFO - Epoch [67][660/1879] lr: 2.000e-03, eta: 10:19:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9234, loss_cls: 0.8533, loss: 0.8533, grad_norm: 4.6818 2021-06-18 07:11:19,431 - mmaction - INFO - Epoch [67][680/1879] lr: 2.000e-03, eta: 10:19:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9371, loss_cls: 0.7561, loss: 0.7561, grad_norm: 4.5515 2021-06-18 07:11:30,588 - mmaction - INFO - Epoch [67][700/1879] lr: 2.000e-03, eta: 10:18:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9332, loss_cls: 0.8112, loss: 0.8112, grad_norm: 4.7775 2021-06-18 07:11:41,737 - mmaction - INFO - Epoch [67][720/1879] lr: 2.000e-03, eta: 10:18:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9270, loss_cls: 0.8232, loss: 0.8232, grad_norm: 4.7249 2021-06-18 07:11:52,896 - mmaction - INFO - Epoch [67][740/1879] lr: 2.000e-03, eta: 10:18:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9281, loss_cls: 0.8198, loss: 0.8198, grad_norm: 4.7070 2021-06-18 07:12:04,055 - mmaction - INFO - Epoch [67][760/1879] lr: 2.000e-03, eta: 10:18:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9324, loss_cls: 0.7776, loss: 0.7776, grad_norm: 4.6661 2021-06-18 07:12:15,191 - mmaction - INFO - Epoch [67][780/1879] lr: 2.000e-03, eta: 10:18:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9254, loss_cls: 0.8558, loss: 0.8558, grad_norm: 4.8880 2021-06-18 07:12:26,329 - mmaction - INFO - Epoch [67][800/1879] lr: 2.000e-03, eta: 10:17:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9270, loss_cls: 0.8696, loss: 0.8696, grad_norm: 4.7584 2021-06-18 07:12:37,485 - mmaction - INFO - Epoch [67][820/1879] lr: 2.000e-03, eta: 10:17:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9309, loss_cls: 0.8100, loss: 0.8100, grad_norm: 4.7006 2021-06-18 07:12:48,626 - mmaction - INFO - Epoch [67][840/1879] lr: 2.000e-03, eta: 10:17:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9230, loss_cls: 0.8437, loss: 0.8437, grad_norm: 4.6938 2021-06-18 07:12:59,791 - mmaction - INFO - Epoch [67][860/1879] lr: 2.000e-03, eta: 10:17:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9301, loss_cls: 0.8169, loss: 0.8169, grad_norm: 4.6340 2021-06-18 07:13:10,937 - mmaction - INFO - Epoch [67][880/1879] lr: 2.000e-03, eta: 10:17:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9301, loss_cls: 0.7868, loss: 0.7868, grad_norm: 4.6906 2021-06-18 07:13:22,093 - mmaction - INFO - Epoch [67][900/1879] lr: 2.000e-03, eta: 10:16:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9328, loss_cls: 0.7785, loss: 0.7785, grad_norm: 4.5804 2021-06-18 07:13:33,241 - mmaction - INFO - Epoch [67][920/1879] lr: 2.000e-03, eta: 10:16:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9355, loss_cls: 0.8286, loss: 0.8286, grad_norm: 4.8641 2021-06-18 07:13:44,419 - mmaction - INFO - Epoch [67][940/1879] lr: 2.000e-03, eta: 10:16:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9387, loss_cls: 0.8237, loss: 0.8237, grad_norm: 4.8495 2021-06-18 07:13:55,593 - mmaction - INFO - Epoch [67][960/1879] lr: 2.000e-03, eta: 10:16:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9211, loss_cls: 0.8728, loss: 0.8728, grad_norm: 4.8553 2021-06-18 07:14:06,737 - mmaction - INFO - Epoch [67][980/1879] lr: 2.000e-03, eta: 10:16:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9301, loss_cls: 0.8311, loss: 0.8311, grad_norm: 4.7015 2021-06-18 07:14:17,877 - mmaction - INFO - Epoch [67][1000/1879] lr: 2.000e-03, eta: 10:15:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8199, loss: 0.8199, grad_norm: 4.6728 2021-06-18 07:14:29,005 - mmaction - INFO - Epoch [67][1020/1879] lr: 2.000e-03, eta: 10:15:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9324, loss_cls: 0.8341, loss: 0.8341, grad_norm: 4.5921 2021-06-18 07:14:40,147 - mmaction - INFO - Epoch [67][1040/1879] lr: 2.000e-03, eta: 10:15:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9395, loss_cls: 0.8033, loss: 0.8033, grad_norm: 4.8563 2021-06-18 07:14:51,298 - mmaction - INFO - Epoch [67][1060/1879] lr: 2.000e-03, eta: 10:15:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9281, loss_cls: 0.8195, loss: 0.8195, grad_norm: 4.7903 2021-06-18 07:15:02,447 - mmaction - INFO - Epoch [67][1080/1879] lr: 2.000e-03, eta: 10:15:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8240, loss: 0.8240, grad_norm: 4.7693 2021-06-18 07:15:13,562 - mmaction - INFO - Epoch [67][1100/1879] lr: 2.000e-03, eta: 10:14:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9313, loss_cls: 0.8492, loss: 0.8492, grad_norm: 4.7938 2021-06-18 07:15:24,714 - mmaction - INFO - Epoch [67][1120/1879] lr: 2.000e-03, eta: 10:14:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9242, loss_cls: 0.8663, loss: 0.8663, grad_norm: 4.8526 2021-06-18 07:15:35,850 - mmaction - INFO - Epoch [67][1140/1879] lr: 2.000e-03, eta: 10:14:26, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9262, loss_cls: 0.8537, loss: 0.8537, grad_norm: 4.7780 2021-06-18 07:15:47,007 - mmaction - INFO - Epoch [67][1160/1879] lr: 2.000e-03, eta: 10:14:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9273, loss_cls: 0.8515, loss: 0.8515, grad_norm: 4.8396 2021-06-18 07:15:58,168 - mmaction - INFO - Epoch [67][1180/1879] lr: 2.000e-03, eta: 10:14:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9246, loss_cls: 0.8670, loss: 0.8670, grad_norm: 4.8386 2021-06-18 07:16:09,401 - mmaction - INFO - Epoch [67][1200/1879] lr: 2.000e-03, eta: 10:13:50, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.8566, loss: 0.8566, grad_norm: 4.9704 2021-06-18 07:16:20,993 - mmaction - INFO - Epoch [67][1220/1879] lr: 2.000e-03, eta: 10:13:38, time: 0.579, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9289, loss_cls: 0.8628, loss: 0.8628, grad_norm: 4.8434 2021-06-18 07:16:32,386 - mmaction - INFO - Epoch [67][1240/1879] lr: 2.000e-03, eta: 10:13:26, time: 0.569, data_time: 0.003, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9355, loss_cls: 0.8340, loss: 0.8340, grad_norm: 4.7172 2021-06-18 07:16:43,547 - mmaction - INFO - Epoch [67][1260/1879] lr: 2.000e-03, eta: 10:13:14, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9309, loss_cls: 0.8100, loss: 0.8100, grad_norm: 4.8062 2021-06-18 07:16:54,664 - mmaction - INFO - Epoch [67][1280/1879] lr: 2.000e-03, eta: 10:13:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9285, loss_cls: 0.8550, loss: 0.8550, grad_norm: 4.8912 2021-06-18 07:17:06,806 - mmaction - INFO - Epoch [67][1300/1879] lr: 2.000e-03, eta: 10:12:50, time: 0.606, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9258, loss_cls: 0.8301, loss: 0.8301, grad_norm: 4.6617 2021-06-18 07:17:17,936 - mmaction - INFO - Epoch [67][1320/1879] lr: 2.000e-03, eta: 10:12:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9363, loss_cls: 0.7830, loss: 0.7830, grad_norm: 4.5646 2021-06-18 07:17:29,096 - mmaction - INFO - Epoch [67][1340/1879] lr: 2.000e-03, eta: 10:12:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9262, loss_cls: 0.8631, loss: 0.8631, grad_norm: 4.7914 2021-06-18 07:17:40,264 - mmaction - INFO - Epoch [67][1360/1879] lr: 2.000e-03, eta: 10:12:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9250, loss_cls: 0.8378, loss: 0.8378, grad_norm: 4.7588 2021-06-18 07:17:51,418 - mmaction - INFO - Epoch [67][1380/1879] lr: 2.000e-03, eta: 10:12:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8218, loss: 0.8218, grad_norm: 4.8173 2021-06-18 07:18:02,603 - mmaction - INFO - Epoch [67][1400/1879] lr: 2.000e-03, eta: 10:11:50, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9250, loss_cls: 0.8387, loss: 0.8387, grad_norm: 4.7619 2021-06-18 07:18:13,698 - mmaction - INFO - Epoch [67][1420/1879] lr: 2.000e-03, eta: 10:11:38, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9324, loss_cls: 0.8054, loss: 0.8054, grad_norm: 4.6493 2021-06-18 07:18:24,842 - mmaction - INFO - Epoch [67][1440/1879] lr: 2.000e-03, eta: 10:11:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8331, loss: 0.8331, grad_norm: 4.9077 2021-06-18 07:18:35,995 - mmaction - INFO - Epoch [67][1460/1879] lr: 2.000e-03, eta: 10:11:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9238, loss_cls: 0.8230, loss: 0.8230, grad_norm: 4.6875 2021-06-18 07:18:47,149 - mmaction - INFO - Epoch [67][1480/1879] lr: 2.000e-03, eta: 10:11:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9398, loss_cls: 0.7624, loss: 0.7624, grad_norm: 4.6022 2021-06-18 07:18:58,300 - mmaction - INFO - Epoch [67][1500/1879] lr: 2.000e-03, eta: 10:10:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9289, loss_cls: 0.8247, loss: 0.8247, grad_norm: 4.6535 2021-06-18 07:19:09,437 - mmaction - INFO - Epoch [67][1520/1879] lr: 2.000e-03, eta: 10:10:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9215, loss_cls: 0.8816, loss: 0.8816, grad_norm: 4.9494 2021-06-18 07:19:20,578 - mmaction - INFO - Epoch [67][1540/1879] lr: 2.000e-03, eta: 10:10:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9277, loss_cls: 0.8307, loss: 0.8307, grad_norm: 4.7656 2021-06-18 07:19:31,715 - mmaction - INFO - Epoch [67][1560/1879] lr: 2.000e-03, eta: 10:10:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9176, loss_cls: 0.8950, loss: 0.8950, grad_norm: 4.9008 2021-06-18 07:19:42,831 - mmaction - INFO - Epoch [67][1580/1879] lr: 2.000e-03, eta: 10:10:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9172, loss_cls: 0.9089, loss: 0.9089, grad_norm: 4.9213 2021-06-18 07:19:53,969 - mmaction - INFO - Epoch [67][1600/1879] lr: 2.000e-03, eta: 10:09:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9230, loss_cls: 0.8741, loss: 0.8741, grad_norm: 4.7849 2021-06-18 07:20:05,227 - mmaction - INFO - Epoch [67][1620/1879] lr: 2.000e-03, eta: 10:09:38, time: 0.564, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9262, loss_cls: 0.8437, loss: 0.8437, grad_norm: 4.7578 2021-06-18 07:20:16,389 - mmaction - INFO - Epoch [67][1640/1879] lr: 2.000e-03, eta: 10:09:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9320, loss_cls: 0.7964, loss: 0.7964, grad_norm: 4.6328 2021-06-18 07:20:27,528 - mmaction - INFO - Epoch [67][1660/1879] lr: 2.000e-03, eta: 10:09:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9176, loss_cls: 0.9019, loss: 0.9019, grad_norm: 4.8857 2021-06-18 07:20:38,667 - mmaction - INFO - Epoch [67][1680/1879] lr: 2.000e-03, eta: 10:09:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9297, loss_cls: 0.8309, loss: 0.8309, grad_norm: 4.7545 2021-06-18 07:20:49,803 - mmaction - INFO - Epoch [67][1700/1879] lr: 2.000e-03, eta: 10:08:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9262, loss_cls: 0.8234, loss: 0.8234, grad_norm: 4.6941 2021-06-18 07:21:00,954 - mmaction - INFO - Epoch [67][1720/1879] lr: 2.000e-03, eta: 10:08:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9273, loss_cls: 0.8468, loss: 0.8468, grad_norm: 4.8694 2021-06-18 07:21:12,113 - mmaction - INFO - Epoch [67][1740/1879] lr: 2.000e-03, eta: 10:08:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8564, loss: 0.8564, grad_norm: 4.7659 2021-06-18 07:21:23,269 - mmaction - INFO - Epoch [67][1760/1879] lr: 2.000e-03, eta: 10:08:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9340, loss_cls: 0.7883, loss: 0.7883, grad_norm: 4.6896 2021-06-18 07:21:34,404 - mmaction - INFO - Epoch [67][1780/1879] lr: 2.000e-03, eta: 10:08:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7738, top5_acc: 0.9277, loss_cls: 0.8765, loss: 0.8765, grad_norm: 5.0248 2021-06-18 07:21:45,554 - mmaction - INFO - Epoch [67][1800/1879] lr: 2.000e-03, eta: 10:07:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9336, loss_cls: 0.8192, loss: 0.8192, grad_norm: 4.7698 2021-06-18 07:21:56,703 - mmaction - INFO - Epoch [67][1820/1879] lr: 2.000e-03, eta: 10:07:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8376, loss: 0.8376, grad_norm: 4.7852 2021-06-18 07:22:07,859 - mmaction - INFO - Epoch [67][1840/1879] lr: 2.000e-03, eta: 10:07:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9277, loss_cls: 0.8157, loss: 0.8157, grad_norm: 4.7068 2021-06-18 07:22:19,006 - mmaction - INFO - Epoch [67][1860/1879] lr: 2.000e-03, eta: 10:07:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9348, loss_cls: 0.8145, loss: 0.8145, grad_norm: 4.6846 2021-06-18 07:22:31,628 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-06-18 07:23:50,099 - mmaction - INFO - Epoch [68][20/1879] lr: 2.000e-03, eta: 10:07:17, time: 3.904, data_time: 3.334, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9281, loss_cls: 0.8460, loss: 0.8460, grad_norm: 4.7557 2021-06-18 07:24:01,283 - mmaction - INFO - Epoch [68][40/1879] lr: 2.000e-03, eta: 10:07:05, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8207, loss: 0.8207, grad_norm: 4.7462 2021-06-18 07:24:12,404 - mmaction - INFO - Epoch [68][60/1879] lr: 2.000e-03, eta: 10:06:53, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9422, loss_cls: 0.7787, loss: 0.7787, grad_norm: 4.7360 2021-06-18 07:24:23,522 - mmaction - INFO - Epoch [68][80/1879] lr: 2.000e-03, eta: 10:06:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9332, loss_cls: 0.8079, loss: 0.8079, grad_norm: 4.8004 2021-06-18 07:24:34,632 - mmaction - INFO - Epoch [68][100/1879] lr: 2.000e-03, eta: 10:06:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8526, loss: 0.8526, grad_norm: 4.7260 2021-06-18 07:24:45,775 - mmaction - INFO - Epoch [68][120/1879] lr: 2.000e-03, eta: 10:06:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8646, loss: 0.8646, grad_norm: 4.8228 2021-06-18 07:24:56,913 - mmaction - INFO - Epoch [68][140/1879] lr: 2.000e-03, eta: 10:06:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9270, loss_cls: 0.8257, loss: 0.8257, grad_norm: 4.6303 2021-06-18 07:25:08,181 - mmaction - INFO - Epoch [68][160/1879] lr: 2.000e-03, eta: 10:05:53, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9277, loss_cls: 0.7965, loss: 0.7965, grad_norm: 4.6574 2021-06-18 07:25:19,329 - mmaction - INFO - Epoch [68][180/1879] lr: 2.000e-03, eta: 10:05:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9316, loss_cls: 0.8260, loss: 0.8260, grad_norm: 4.6667 2021-06-18 07:25:30,424 - mmaction - INFO - Epoch [68][200/1879] lr: 2.000e-03, eta: 10:05:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9336, loss_cls: 0.7773, loss: 0.7773, grad_norm: 4.6804 2021-06-18 07:25:41,574 - mmaction - INFO - Epoch [68][220/1879] lr: 2.000e-03, eta: 10:05:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9402, loss_cls: 0.7958, loss: 0.7958, grad_norm: 4.8291 2021-06-18 07:25:52,734 - mmaction - INFO - Epoch [68][240/1879] lr: 2.000e-03, eta: 10:05:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8470, loss: 0.8470, grad_norm: 4.8850 2021-06-18 07:26:03,838 - mmaction - INFO - Epoch [68][260/1879] lr: 2.000e-03, eta: 10:04:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9324, loss_cls: 0.8141, loss: 0.8141, grad_norm: 4.8151 2021-06-18 07:26:14,992 - mmaction - INFO - Epoch [68][280/1879] lr: 2.000e-03, eta: 10:04:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8254, loss: 0.8254, grad_norm: 4.7879 2021-06-18 07:26:26,123 - mmaction - INFO - Epoch [68][300/1879] lr: 2.000e-03, eta: 10:04:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.7913, loss: 0.7913, grad_norm: 4.6915 2021-06-18 07:26:37,240 - mmaction - INFO - Epoch [68][320/1879] lr: 2.000e-03, eta: 10:04:17, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9293, loss_cls: 0.8414, loss: 0.8414, grad_norm: 4.8445 2021-06-18 07:26:48,422 - mmaction - INFO - Epoch [68][340/1879] lr: 2.000e-03, eta: 10:04:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9324, loss_cls: 0.7855, loss: 0.7855, grad_norm: 4.6392 2021-06-18 07:26:59,519 - mmaction - INFO - Epoch [68][360/1879] lr: 2.000e-03, eta: 10:03:52, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9324, loss_cls: 0.7859, loss: 0.7859, grad_norm: 4.7753 2021-06-18 07:27:10,669 - mmaction - INFO - Epoch [68][380/1879] lr: 2.000e-03, eta: 10:03:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9270, loss_cls: 0.7749, loss: 0.7749, grad_norm: 4.6930 2021-06-18 07:27:21,795 - mmaction - INFO - Epoch [68][400/1879] lr: 2.000e-03, eta: 10:03:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9422, loss_cls: 0.7742, loss: 0.7742, grad_norm: 4.7409 2021-06-18 07:27:32,934 - mmaction - INFO - Epoch [68][420/1879] lr: 2.000e-03, eta: 10:03:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.7898, loss: 0.7898, grad_norm: 4.7854 2021-06-18 07:27:44,080 - mmaction - INFO - Epoch [68][440/1879] lr: 2.000e-03, eta: 10:03:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9258, loss_cls: 0.8505, loss: 0.8505, grad_norm: 4.7949 2021-06-18 07:27:55,233 - mmaction - INFO - Epoch [68][460/1879] lr: 2.000e-03, eta: 10:02:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9367, loss_cls: 0.7806, loss: 0.7806, grad_norm: 4.7047 2021-06-18 07:28:06,375 - mmaction - INFO - Epoch [68][480/1879] lr: 2.000e-03, eta: 10:02:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9230, loss_cls: 0.8838, loss: 0.8838, grad_norm: 5.1240 2021-06-18 07:28:17,525 - mmaction - INFO - Epoch [68][500/1879] lr: 2.000e-03, eta: 10:02:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9324, loss_cls: 0.7597, loss: 0.7597, grad_norm: 4.6697 2021-06-18 07:28:28,676 - mmaction - INFO - Epoch [68][520/1879] lr: 2.000e-03, eta: 10:02:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9324, loss_cls: 0.8044, loss: 0.8044, grad_norm: 4.7702 2021-06-18 07:28:39,819 - mmaction - INFO - Epoch [68][540/1879] lr: 2.000e-03, eta: 10:02:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9289, loss_cls: 0.8276, loss: 0.8276, grad_norm: 4.8435 2021-06-18 07:28:50,957 - mmaction - INFO - Epoch [68][560/1879] lr: 2.000e-03, eta: 10:01:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9375, loss_cls: 0.7816, loss: 0.7816, grad_norm: 4.6626 2021-06-18 07:29:02,098 - mmaction - INFO - Epoch [68][580/1879] lr: 2.000e-03, eta: 10:01:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9270, loss_cls: 0.8492, loss: 0.8492, grad_norm: 4.9776 2021-06-18 07:29:13,204 - mmaction - INFO - Epoch [68][600/1879] lr: 2.000e-03, eta: 10:01:28, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9340, loss_cls: 0.8138, loss: 0.8138, grad_norm: 4.7385 2021-06-18 07:29:24,353 - mmaction - INFO - Epoch [68][620/1879] lr: 2.000e-03, eta: 10:01:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9293, loss_cls: 0.8191, loss: 0.8191, grad_norm: 4.7318 2021-06-18 07:29:35,488 - mmaction - INFO - Epoch [68][640/1879] lr: 2.000e-03, eta: 10:01:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9316, loss_cls: 0.7964, loss: 0.7964, grad_norm: 4.7600 2021-06-18 07:29:46,641 - mmaction - INFO - Epoch [68][660/1879] lr: 2.000e-03, eta: 10:00:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8480, loss: 0.8480, grad_norm: 4.8776 2021-06-18 07:29:57,780 - mmaction - INFO - Epoch [68][680/1879] lr: 2.000e-03, eta: 10:00:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9234, loss_cls: 0.8653, loss: 0.8653, grad_norm: 4.8546 2021-06-18 07:30:08,932 - mmaction - INFO - Epoch [68][700/1879] lr: 2.000e-03, eta: 10:00:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9309, loss_cls: 0.8030, loss: 0.8030, grad_norm: 4.8800 2021-06-18 07:30:20,053 - mmaction - INFO - Epoch [68][720/1879] lr: 2.000e-03, eta: 10:00:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9254, loss_cls: 0.8640, loss: 0.8640, grad_norm: 4.9380 2021-06-18 07:30:31,207 - mmaction - INFO - Epoch [68][740/1879] lr: 2.000e-03, eta: 10:00:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7850, loss: 0.7850, grad_norm: 4.8343 2021-06-18 07:30:42,333 - mmaction - INFO - Epoch [68][760/1879] lr: 2.000e-03, eta: 9:59:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9324, loss_cls: 0.8384, loss: 0.8384, grad_norm: 4.9099 2021-06-18 07:30:53,471 - mmaction - INFO - Epoch [68][780/1879] lr: 2.000e-03, eta: 9:59:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9266, loss_cls: 0.8233, loss: 0.8233, grad_norm: 4.6225 2021-06-18 07:31:04,625 - mmaction - INFO - Epoch [68][800/1879] lr: 2.000e-03, eta: 9:59:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8099, loss: 0.8099, grad_norm: 4.7960 2021-06-18 07:31:15,765 - mmaction - INFO - Epoch [68][820/1879] lr: 2.000e-03, eta: 9:59:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9297, loss_cls: 0.8188, loss: 0.8188, grad_norm: 4.7535 2021-06-18 07:31:26,911 - mmaction - INFO - Epoch [68][840/1879] lr: 2.000e-03, eta: 9:59:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9352, loss_cls: 0.8558, loss: 0.8558, grad_norm: 4.9625 2021-06-18 07:31:38,069 - mmaction - INFO - Epoch [68][860/1879] lr: 2.000e-03, eta: 9:58:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9316, loss_cls: 0.8415, loss: 0.8415, grad_norm: 4.9201 2021-06-18 07:31:49,206 - mmaction - INFO - Epoch [68][880/1879] lr: 2.000e-03, eta: 9:58:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9309, loss_cls: 0.8400, loss: 0.8400, grad_norm: 4.8907 2021-06-18 07:32:00,387 - mmaction - INFO - Epoch [68][900/1879] lr: 2.000e-03, eta: 9:58:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9250, loss_cls: 0.8621, loss: 0.8621, grad_norm: 4.8934 2021-06-18 07:32:11,544 - mmaction - INFO - Epoch [68][920/1879] lr: 2.000e-03, eta: 9:58:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9215, loss_cls: 0.8370, loss: 0.8370, grad_norm: 4.8147 2021-06-18 07:32:22,686 - mmaction - INFO - Epoch [68][940/1879] lr: 2.000e-03, eta: 9:58:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9328, loss_cls: 0.8181, loss: 0.8181, grad_norm: 4.8377 2021-06-18 07:32:33,824 - mmaction - INFO - Epoch [68][960/1879] lr: 2.000e-03, eta: 9:57:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.7896, loss: 0.7896, grad_norm: 4.6762 2021-06-18 07:32:44,962 - mmaction - INFO - Epoch [68][980/1879] lr: 2.000e-03, eta: 9:57:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.8184, loss: 0.8184, grad_norm: 4.7382 2021-06-18 07:32:56,108 - mmaction - INFO - Epoch [68][1000/1879] lr: 2.000e-03, eta: 9:57:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9293, loss_cls: 0.8663, loss: 0.8663, grad_norm: 4.9149 2021-06-18 07:33:07,260 - mmaction - INFO - Epoch [68][1020/1879] lr: 2.000e-03, eta: 9:57:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9281, loss_cls: 0.8311, loss: 0.8311, grad_norm: 4.7111 2021-06-18 07:33:18,396 - mmaction - INFO - Epoch [68][1040/1879] lr: 2.000e-03, eta: 9:57:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8100, loss: 0.8100, grad_norm: 4.7671 2021-06-18 07:33:29,556 - mmaction - INFO - Epoch [68][1060/1879] lr: 2.000e-03, eta: 9:56:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9223, loss_cls: 0.8312, loss: 0.8312, grad_norm: 4.8043 2021-06-18 07:33:40,697 - mmaction - INFO - Epoch [68][1080/1879] lr: 2.000e-03, eta: 9:56:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9297, loss_cls: 0.8126, loss: 0.8126, grad_norm: 4.7876 2021-06-18 07:33:51,844 - mmaction - INFO - Epoch [68][1100/1879] lr: 2.000e-03, eta: 9:56:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9273, loss_cls: 0.8192, loss: 0.8192, grad_norm: 4.7447 2021-06-18 07:34:03,001 - mmaction - INFO - Epoch [68][1120/1879] lr: 2.000e-03, eta: 9:56:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9191, loss_cls: 0.8858, loss: 0.8858, grad_norm: 4.9982 2021-06-18 07:34:14,097 - mmaction - INFO - Epoch [68][1140/1879] lr: 2.000e-03, eta: 9:56:03, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8900, loss: 0.8900, grad_norm: 4.9657 2021-06-18 07:34:25,252 - mmaction - INFO - Epoch [68][1160/1879] lr: 2.000e-03, eta: 9:55:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9277, loss_cls: 0.8341, loss: 0.8341, grad_norm: 4.6979 2021-06-18 07:34:36,426 - mmaction - INFO - Epoch [68][1180/1879] lr: 2.000e-03, eta: 9:55:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9227, loss_cls: 0.8544, loss: 0.8544, grad_norm: 4.8567 2021-06-18 07:34:47,573 - mmaction - INFO - Epoch [68][1200/1879] lr: 2.000e-03, eta: 9:55:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9281, loss_cls: 0.8424, loss: 0.8424, grad_norm: 4.8328 2021-06-18 07:34:58,704 - mmaction - INFO - Epoch [68][1220/1879] lr: 2.000e-03, eta: 9:55:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9355, loss_cls: 0.8028, loss: 0.8028, grad_norm: 4.7280 2021-06-18 07:35:09,846 - mmaction - INFO - Epoch [68][1240/1879] lr: 2.000e-03, eta: 9:55:02, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9262, loss_cls: 0.8451, loss: 0.8451, grad_norm: 4.8312 2021-06-18 07:35:20,978 - mmaction - INFO - Epoch [68][1260/1879] lr: 2.000e-03, eta: 9:54:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8453, loss: 0.8453, grad_norm: 4.8939 2021-06-18 07:35:32,128 - mmaction - INFO - Epoch [68][1280/1879] lr: 2.000e-03, eta: 9:54:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9367, loss_cls: 0.8399, loss: 0.8399, grad_norm: 4.8975 2021-06-18 07:35:43,263 - mmaction - INFO - Epoch [68][1300/1879] lr: 2.000e-03, eta: 9:54:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9309, loss_cls: 0.8148, loss: 0.8148, grad_norm: 4.8326 2021-06-18 07:35:54,417 - mmaction - INFO - Epoch [68][1320/1879] lr: 2.000e-03, eta: 9:54:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9289, loss_cls: 0.8115, loss: 0.8115, grad_norm: 4.7398 2021-06-18 07:36:05,569 - mmaction - INFO - Epoch [68][1340/1879] lr: 2.000e-03, eta: 9:54:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9266, loss_cls: 0.8361, loss: 0.8361, grad_norm: 4.8541 2021-06-18 07:36:16,712 - mmaction - INFO - Epoch [68][1360/1879] lr: 2.000e-03, eta: 9:53:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9348, loss_cls: 0.7904, loss: 0.7904, grad_norm: 4.8131 2021-06-18 07:36:27,866 - mmaction - INFO - Epoch [68][1380/1879] lr: 2.000e-03, eta: 9:53:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9238, loss_cls: 0.8546, loss: 0.8546, grad_norm: 4.8664 2021-06-18 07:36:39,001 - mmaction - INFO - Epoch [68][1400/1879] lr: 2.000e-03, eta: 9:53:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9301, loss_cls: 0.8059, loss: 0.8059, grad_norm: 4.7678 2021-06-18 07:36:50,127 - mmaction - INFO - Epoch [68][1420/1879] lr: 2.000e-03, eta: 9:53:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9316, loss_cls: 0.8205, loss: 0.8205, grad_norm: 4.8243 2021-06-18 07:37:01,292 - mmaction - INFO - Epoch [68][1440/1879] lr: 2.000e-03, eta: 9:53:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9277, loss_cls: 0.8514, loss: 0.8514, grad_norm: 4.9170 2021-06-18 07:37:12,416 - mmaction - INFO - Epoch [68][1460/1879] lr: 2.000e-03, eta: 9:52:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9344, loss_cls: 0.7799, loss: 0.7799, grad_norm: 4.6508 2021-06-18 07:37:23,574 - mmaction - INFO - Epoch [68][1480/1879] lr: 2.000e-03, eta: 9:52:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9242, loss_cls: 0.8327, loss: 0.8327, grad_norm: 4.7675 2021-06-18 07:37:34,723 - mmaction - INFO - Epoch [68][1500/1879] lr: 2.000e-03, eta: 9:52:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9285, loss_cls: 0.8239, loss: 0.8239, grad_norm: 4.8722 2021-06-18 07:37:45,871 - mmaction - INFO - Epoch [68][1520/1879] lr: 2.000e-03, eta: 9:52:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9367, loss_cls: 0.8089, loss: 0.8089, grad_norm: 4.8269 2021-06-18 07:37:57,032 - mmaction - INFO - Epoch [68][1540/1879] lr: 2.000e-03, eta: 9:52:02, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9293, loss_cls: 0.8320, loss: 0.8320, grad_norm: 4.8984 2021-06-18 07:38:08,185 - mmaction - INFO - Epoch [68][1560/1879] lr: 2.000e-03, eta: 9:51:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9371, loss_cls: 0.7974, loss: 0.7974, grad_norm: 4.7179 2021-06-18 07:38:19,318 - mmaction - INFO - Epoch [68][1580/1879] lr: 2.000e-03, eta: 9:51:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9344, loss_cls: 0.8106, loss: 0.8106, grad_norm: 4.8649 2021-06-18 07:38:30,453 - mmaction - INFO - Epoch [68][1600/1879] lr: 2.000e-03, eta: 9:51:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9246, loss_cls: 0.8490, loss: 0.8490, grad_norm: 4.9490 2021-06-18 07:38:41,553 - mmaction - INFO - Epoch [68][1620/1879] lr: 2.000e-03, eta: 9:51:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8800, loss: 0.8800, grad_norm: 4.9649 2021-06-18 07:38:52,676 - mmaction - INFO - Epoch [68][1640/1879] lr: 2.000e-03, eta: 9:51:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9215, loss_cls: 0.8762, loss: 0.8762, grad_norm: 4.9835 2021-06-18 07:39:03,838 - mmaction - INFO - Epoch [68][1660/1879] lr: 2.000e-03, eta: 9:50:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9324, loss_cls: 0.8098, loss: 0.8098, grad_norm: 4.7273 2021-06-18 07:39:15,004 - mmaction - INFO - Epoch [68][1680/1879] lr: 2.000e-03, eta: 9:50:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8504, loss: 0.8504, grad_norm: 4.9741 2021-06-18 07:39:26,163 - mmaction - INFO - Epoch [68][1700/1879] lr: 2.000e-03, eta: 9:50:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9348, loss_cls: 0.8053, loss: 0.8053, grad_norm: 4.7670 2021-06-18 07:39:37,320 - mmaction - INFO - Epoch [68][1720/1879] lr: 2.000e-03, eta: 9:50:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9301, loss_cls: 0.8092, loss: 0.8092, grad_norm: 4.7603 2021-06-18 07:39:48,461 - mmaction - INFO - Epoch [68][1740/1879] lr: 2.000e-03, eta: 9:50:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9289, loss_cls: 0.8343, loss: 0.8343, grad_norm: 4.9075 2021-06-18 07:39:59,608 - mmaction - INFO - Epoch [68][1760/1879] lr: 2.000e-03, eta: 9:49:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9332, loss_cls: 0.8198, loss: 0.8198, grad_norm: 4.9018 2021-06-18 07:40:10,772 - mmaction - INFO - Epoch [68][1780/1879] lr: 2.000e-03, eta: 9:49:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9230, loss_cls: 0.8250, loss: 0.8250, grad_norm: 4.8266 2021-06-18 07:40:21,916 - mmaction - INFO - Epoch [68][1800/1879] lr: 2.000e-03, eta: 9:49:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9223, loss_cls: 0.8654, loss: 0.8654, grad_norm: 4.8536 2021-06-18 07:40:33,132 - mmaction - INFO - Epoch [68][1820/1879] lr: 2.000e-03, eta: 9:49:13, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.7975, loss: 0.7975, grad_norm: 4.7101 2021-06-18 07:40:44,233 - mmaction - INFO - Epoch [68][1840/1879] lr: 2.000e-03, eta: 9:49:01, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9281, loss_cls: 0.8401, loss: 0.8401, grad_norm: 4.8094 2021-06-18 07:40:55,385 - mmaction - INFO - Epoch [68][1860/1879] lr: 2.000e-03, eta: 9:48:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8666, loss: 0.8666, grad_norm: 4.9179 2021-06-18 07:41:07,534 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-06-18 07:42:27,005 - mmaction - INFO - Epoch [69][20/1879] lr: 2.000e-03, eta: 9:48:53, time: 3.942, data_time: 3.366, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9285, loss_cls: 0.8300, loss: 0.8300, grad_norm: 4.9046 2021-06-18 07:42:38,151 - mmaction - INFO - Epoch [69][40/1879] lr: 2.000e-03, eta: 9:48:41, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9309, loss_cls: 0.7939, loss: 0.7939, grad_norm: 4.6955 2021-06-18 07:42:49,260 - mmaction - INFO - Epoch [69][60/1879] lr: 2.000e-03, eta: 9:48:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9293, loss_cls: 0.8233, loss: 0.8233, grad_norm: 4.7108 2021-06-18 07:43:00,382 - mmaction - INFO - Epoch [69][80/1879] lr: 2.000e-03, eta: 9:48:16, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.7984, loss: 0.7984, grad_norm: 4.6697 2021-06-18 07:43:11,507 - mmaction - INFO - Epoch [69][100/1879] lr: 2.000e-03, eta: 9:48:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9285, loss_cls: 0.8224, loss: 0.8224, grad_norm: 4.8661 2021-06-18 07:43:22,635 - mmaction - INFO - Epoch [69][120/1879] lr: 2.000e-03, eta: 9:47:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9316, loss_cls: 0.8275, loss: 0.8275, grad_norm: 4.8527 2021-06-18 07:43:33,748 - mmaction - INFO - Epoch [69][140/1879] lr: 2.000e-03, eta: 9:47:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9320, loss_cls: 0.8068, loss: 0.8068, grad_norm: 4.7403 2021-06-18 07:43:44,885 - mmaction - INFO - Epoch [69][160/1879] lr: 2.000e-03, eta: 9:47:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9398, loss_cls: 0.7774, loss: 0.7774, grad_norm: 4.8576 2021-06-18 07:43:56,015 - mmaction - INFO - Epoch [69][180/1879] lr: 2.000e-03, eta: 9:47:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9238, loss_cls: 0.8452, loss: 0.8452, grad_norm: 4.8032 2021-06-18 07:44:07,157 - mmaction - INFO - Epoch [69][200/1879] lr: 2.000e-03, eta: 9:47:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9398, loss_cls: 0.7504, loss: 0.7504, grad_norm: 4.6665 2021-06-18 07:44:18,273 - mmaction - INFO - Epoch [69][220/1879] lr: 2.000e-03, eta: 9:46:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9316, loss_cls: 0.8143, loss: 0.8143, grad_norm: 4.9469 2021-06-18 07:44:29,414 - mmaction - INFO - Epoch [69][240/1879] lr: 2.000e-03, eta: 9:46:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9277, loss_cls: 0.8119, loss: 0.8119, grad_norm: 4.8103 2021-06-18 07:44:40,571 - mmaction - INFO - Epoch [69][260/1879] lr: 2.000e-03, eta: 9:46:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9273, loss_cls: 0.8443, loss: 0.8443, grad_norm: 4.8672 2021-06-18 07:44:51,731 - mmaction - INFO - Epoch [69][280/1879] lr: 2.000e-03, eta: 9:46:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.7865, loss: 0.7865, grad_norm: 4.6525 2021-06-18 07:45:02,937 - mmaction - INFO - Epoch [69][300/1879] lr: 2.000e-03, eta: 9:46:04, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9348, loss_cls: 0.7634, loss: 0.7634, grad_norm: 4.7734 2021-06-18 07:45:14,060 - mmaction - INFO - Epoch [69][320/1879] lr: 2.000e-03, eta: 9:45:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9395, loss_cls: 0.7814, loss: 0.7814, grad_norm: 4.8854 2021-06-18 07:45:25,201 - mmaction - INFO - Epoch [69][340/1879] lr: 2.000e-03, eta: 9:45:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9391, loss_cls: 0.7824, loss: 0.7824, grad_norm: 4.9226 2021-06-18 07:45:36,363 - mmaction - INFO - Epoch [69][360/1879] lr: 2.000e-03, eta: 9:45:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9270, loss_cls: 0.8078, loss: 0.8078, grad_norm: 4.8090 2021-06-18 07:45:47,515 - mmaction - INFO - Epoch [69][380/1879] lr: 2.000e-03, eta: 9:45:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9301, loss_cls: 0.7905, loss: 0.7905, grad_norm: 4.7698 2021-06-18 07:45:58,655 - mmaction - INFO - Epoch [69][400/1879] lr: 2.000e-03, eta: 9:45:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9281, loss_cls: 0.7949, loss: 0.7949, grad_norm: 4.7311 2021-06-18 07:46:09,801 - mmaction - INFO - Epoch [69][420/1879] lr: 2.000e-03, eta: 9:44:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8318, loss: 0.8318, grad_norm: 4.9200 2021-06-18 07:46:20,921 - mmaction - INFO - Epoch [69][440/1879] lr: 2.000e-03, eta: 9:44:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9262, loss_cls: 0.8058, loss: 0.8058, grad_norm: 4.8605 2021-06-18 07:46:32,067 - mmaction - INFO - Epoch [69][460/1879] lr: 2.000e-03, eta: 9:44:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9324, loss_cls: 0.8268, loss: 0.8268, grad_norm: 4.8382 2021-06-18 07:46:43,206 - mmaction - INFO - Epoch [69][480/1879] lr: 2.000e-03, eta: 9:44:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9324, loss_cls: 0.8218, loss: 0.8218, grad_norm: 4.7447 2021-06-18 07:46:54,370 - mmaction - INFO - Epoch [69][500/1879] lr: 2.000e-03, eta: 9:44:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9352, loss_cls: 0.8174, loss: 0.8174, grad_norm: 4.9343 2021-06-18 07:47:05,532 - mmaction - INFO - Epoch [69][520/1879] lr: 2.000e-03, eta: 9:43:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9227, loss_cls: 0.8369, loss: 0.8369, grad_norm: 4.8206 2021-06-18 07:47:16,705 - mmaction - INFO - Epoch [69][540/1879] lr: 2.000e-03, eta: 9:43:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9254, loss_cls: 0.8556, loss: 0.8556, grad_norm: 4.9538 2021-06-18 07:47:27,847 - mmaction - INFO - Epoch [69][560/1879] lr: 2.000e-03, eta: 9:43:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9320, loss_cls: 0.8093, loss: 0.8093, grad_norm: 4.7463 2021-06-18 07:47:38,998 - mmaction - INFO - Epoch [69][580/1879] lr: 2.000e-03, eta: 9:43:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9301, loss_cls: 0.8119, loss: 0.8119, grad_norm: 4.8498 2021-06-18 07:47:50,139 - mmaction - INFO - Epoch [69][600/1879] lr: 2.000e-03, eta: 9:43:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9230, loss_cls: 0.8423, loss: 0.8423, grad_norm: 4.7528 2021-06-18 07:48:01,288 - mmaction - INFO - Epoch [69][620/1879] lr: 2.000e-03, eta: 9:42:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9270, loss_cls: 0.8430, loss: 0.8430, grad_norm: 4.8890 2021-06-18 07:48:12,426 - mmaction - INFO - Epoch [69][640/1879] lr: 2.000e-03, eta: 9:42:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9320, loss_cls: 0.8002, loss: 0.8002, grad_norm: 4.8290 2021-06-18 07:48:23,582 - mmaction - INFO - Epoch [69][660/1879] lr: 2.000e-03, eta: 9:42:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9273, loss_cls: 0.8066, loss: 0.8066, grad_norm: 4.8807 2021-06-18 07:48:34,750 - mmaction - INFO - Epoch [69][680/1879] lr: 2.000e-03, eta: 9:42:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9219, loss_cls: 0.8668, loss: 0.8668, grad_norm: 4.9146 2021-06-18 07:48:45,923 - mmaction - INFO - Epoch [69][700/1879] lr: 2.000e-03, eta: 9:42:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9262, loss_cls: 0.8377, loss: 0.8377, grad_norm: 4.8407 2021-06-18 07:48:57,055 - mmaction - INFO - Epoch [69][720/1879] lr: 2.000e-03, eta: 9:41:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.7634, loss: 0.7634, grad_norm: 4.6571 2021-06-18 07:49:08,183 - mmaction - INFO - Epoch [69][740/1879] lr: 2.000e-03, eta: 9:41:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.7834, loss: 0.7834, grad_norm: 4.7242 2021-06-18 07:49:19,317 - mmaction - INFO - Epoch [69][760/1879] lr: 2.000e-03, eta: 9:41:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9371, loss_cls: 0.7851, loss: 0.7851, grad_norm: 4.8780 2021-06-18 07:49:30,452 - mmaction - INFO - Epoch [69][780/1879] lr: 2.000e-03, eta: 9:41:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8575, loss: 0.8575, grad_norm: 4.7601 2021-06-18 07:49:41,619 - mmaction - INFO - Epoch [69][800/1879] lr: 2.000e-03, eta: 9:41:03, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8359, loss: 0.8359, grad_norm: 4.8696 2021-06-18 07:49:52,768 - mmaction - INFO - Epoch [69][820/1879] lr: 2.000e-03, eta: 9:40:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9328, loss_cls: 0.7962, loss: 0.7962, grad_norm: 4.7868 2021-06-18 07:50:03,927 - mmaction - INFO - Epoch [69][840/1879] lr: 2.000e-03, eta: 9:40:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9316, loss_cls: 0.8078, loss: 0.8078, grad_norm: 4.8654 2021-06-18 07:50:15,112 - mmaction - INFO - Epoch [69][860/1879] lr: 2.000e-03, eta: 9:40:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8497, loss: 0.8497, grad_norm: 4.9122 2021-06-18 07:50:26,274 - mmaction - INFO - Epoch [69][880/1879] lr: 2.000e-03, eta: 9:40:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9258, loss_cls: 0.8429, loss: 0.8429, grad_norm: 4.8203 2021-06-18 07:50:37,417 - mmaction - INFO - Epoch [69][900/1879] lr: 2.000e-03, eta: 9:40:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9410, loss_cls: 0.7767, loss: 0.7767, grad_norm: 4.7547 2021-06-18 07:50:48,558 - mmaction - INFO - Epoch [69][920/1879] lr: 2.000e-03, eta: 9:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9355, loss_cls: 0.7803, loss: 0.7803, grad_norm: 4.7872 2021-06-18 07:50:59,709 - mmaction - INFO - Epoch [69][940/1879] lr: 2.000e-03, eta: 9:39:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8058, loss: 0.8058, grad_norm: 4.8795 2021-06-18 07:51:10,863 - mmaction - INFO - Epoch [69][960/1879] lr: 2.000e-03, eta: 9:39:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9250, loss_cls: 0.8318, loss: 0.8318, grad_norm: 4.9226 2021-06-18 07:51:21,992 - mmaction - INFO - Epoch [69][980/1879] lr: 2.000e-03, eta: 9:39:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9426, loss_cls: 0.7502, loss: 0.7502, grad_norm: 4.6646 2021-06-18 07:51:33,206 - mmaction - INFO - Epoch [69][1000/1879] lr: 2.000e-03, eta: 9:39:03, time: 0.561, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9336, loss_cls: 0.8072, loss: 0.8072, grad_norm: 4.8705 2021-06-18 07:51:44,302 - mmaction - INFO - Epoch [69][1020/1879] lr: 2.000e-03, eta: 9:38:51, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9254, loss_cls: 0.8441, loss: 0.8441, grad_norm: 4.9519 2021-06-18 07:51:55,451 - mmaction - INFO - Epoch [69][1040/1879] lr: 2.000e-03, eta: 9:38:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9301, loss_cls: 0.8533, loss: 0.8533, grad_norm: 5.0854 2021-06-18 07:52:06,608 - mmaction - INFO - Epoch [69][1060/1879] lr: 2.000e-03, eta: 9:38:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9270, loss_cls: 0.8559, loss: 0.8559, grad_norm: 5.0168 2021-06-18 07:52:17,757 - mmaction - INFO - Epoch [69][1080/1879] lr: 2.000e-03, eta: 9:38:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9328, loss_cls: 0.8102, loss: 0.8102, grad_norm: 4.8103 2021-06-18 07:52:28,910 - mmaction - INFO - Epoch [69][1100/1879] lr: 2.000e-03, eta: 9:38:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9238, loss_cls: 0.8565, loss: 0.8565, grad_norm: 4.9741 2021-06-18 07:52:40,046 - mmaction - INFO - Epoch [69][1120/1879] lr: 2.000e-03, eta: 9:37:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9270, loss_cls: 0.8321, loss: 0.8321, grad_norm: 4.8633 2021-06-18 07:52:51,210 - mmaction - INFO - Epoch [69][1140/1879] lr: 2.000e-03, eta: 9:37:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7746, top5_acc: 0.9207, loss_cls: 0.8820, loss: 0.8820, grad_norm: 5.0698 2021-06-18 07:53:02,347 - mmaction - INFO - Epoch [69][1160/1879] lr: 2.000e-03, eta: 9:37:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9363, loss_cls: 0.7931, loss: 0.7931, grad_norm: 4.7107 2021-06-18 07:53:13,496 - mmaction - INFO - Epoch [69][1180/1879] lr: 2.000e-03, eta: 9:37:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9277, loss_cls: 0.8421, loss: 0.8421, grad_norm: 4.7891 2021-06-18 07:53:24,662 - mmaction - INFO - Epoch [69][1200/1879] lr: 2.000e-03, eta: 9:37:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9273, loss_cls: 0.8064, loss: 0.8064, grad_norm: 4.8055 2021-06-18 07:53:35,795 - mmaction - INFO - Epoch [69][1220/1879] lr: 2.000e-03, eta: 9:36:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9270, loss_cls: 0.8302, loss: 0.8302, grad_norm: 4.8454 2021-06-18 07:53:46,944 - mmaction - INFO - Epoch [69][1240/1879] lr: 2.000e-03, eta: 9:36:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9277, loss_cls: 0.8430, loss: 0.8430, grad_norm: 4.9341 2021-06-18 07:53:58,104 - mmaction - INFO - Epoch [69][1260/1879] lr: 2.000e-03, eta: 9:36:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9191, loss_cls: 0.9155, loss: 0.9155, grad_norm: 5.2107 2021-06-18 07:54:09,264 - mmaction - INFO - Epoch [69][1280/1879] lr: 2.000e-03, eta: 9:36:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9359, loss_cls: 0.7932, loss: 0.7932, grad_norm: 4.7855 2021-06-18 07:54:20,401 - mmaction - INFO - Epoch [69][1300/1879] lr: 2.000e-03, eta: 9:36:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9305, loss_cls: 0.8268, loss: 0.8268, grad_norm: 4.7914 2021-06-18 07:54:31,540 - mmaction - INFO - Epoch [69][1320/1879] lr: 2.000e-03, eta: 9:35:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9270, loss_cls: 0.8587, loss: 0.8587, grad_norm: 5.0161 2021-06-18 07:54:42,698 - mmaction - INFO - Epoch [69][1340/1879] lr: 2.000e-03, eta: 9:35:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9293, loss_cls: 0.8650, loss: 0.8650, grad_norm: 4.9071 2021-06-18 07:54:53,837 - mmaction - INFO - Epoch [69][1360/1879] lr: 2.000e-03, eta: 9:35:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9316, loss_cls: 0.8138, loss: 0.8138, grad_norm: 4.7740 2021-06-18 07:55:04,960 - mmaction - INFO - Epoch [69][1380/1879] lr: 2.000e-03, eta: 9:35:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9313, loss_cls: 0.8460, loss: 0.8460, grad_norm: 5.0076 2021-06-18 07:55:16,092 - mmaction - INFO - Epoch [69][1400/1879] lr: 2.000e-03, eta: 9:35:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9340, loss_cls: 0.7751, loss: 0.7751, grad_norm: 4.7124 2021-06-18 07:55:27,242 - mmaction - INFO - Epoch [69][1420/1879] lr: 2.000e-03, eta: 9:34:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8388, loss: 0.8388, grad_norm: 4.8315 2021-06-18 07:55:38,367 - mmaction - INFO - Epoch [69][1440/1879] lr: 2.000e-03, eta: 9:34:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9199, loss_cls: 0.8206, loss: 0.8206, grad_norm: 4.8997 2021-06-18 07:55:49,513 - mmaction - INFO - Epoch [69][1460/1879] lr: 2.000e-03, eta: 9:34:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9305, loss_cls: 0.8246, loss: 0.8246, grad_norm: 4.8642 2021-06-18 07:56:00,611 - mmaction - INFO - Epoch [69][1480/1879] lr: 2.000e-03, eta: 9:34:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8387, loss: 0.8387, grad_norm: 4.9589 2021-06-18 07:56:11,752 - mmaction - INFO - Epoch [69][1500/1879] lr: 2.000e-03, eta: 9:34:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9246, loss_cls: 0.8391, loss: 0.8391, grad_norm: 4.7946 2021-06-18 07:56:22,897 - mmaction - INFO - Epoch [69][1520/1879] lr: 2.000e-03, eta: 9:33:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9246, loss_cls: 0.8478, loss: 0.8478, grad_norm: 4.9340 2021-06-18 07:56:34,030 - mmaction - INFO - Epoch [69][1540/1879] lr: 2.000e-03, eta: 9:33:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9316, loss_cls: 0.8379, loss: 0.8379, grad_norm: 5.0215 2021-06-18 07:56:45,173 - mmaction - INFO - Epoch [69][1560/1879] lr: 2.000e-03, eta: 9:33:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9277, loss_cls: 0.8466, loss: 0.8466, grad_norm: 4.9269 2021-06-18 07:56:56,328 - mmaction - INFO - Epoch [69][1580/1879] lr: 2.000e-03, eta: 9:33:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8366, loss: 0.8366, grad_norm: 5.0619 2021-06-18 07:57:07,456 - mmaction - INFO - Epoch [69][1600/1879] lr: 2.000e-03, eta: 9:33:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.8435, loss: 0.8435, grad_norm: 4.9370 2021-06-18 07:57:18,611 - mmaction - INFO - Epoch [69][1620/1879] lr: 2.000e-03, eta: 9:32:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9289, loss_cls: 0.8262, loss: 0.8262, grad_norm: 4.9049 2021-06-18 07:57:29,742 - mmaction - INFO - Epoch [69][1640/1879] lr: 2.000e-03, eta: 9:32:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9344, loss_cls: 0.8101, loss: 0.8101, grad_norm: 4.8805 2021-06-18 07:57:40,905 - mmaction - INFO - Epoch [69][1660/1879] lr: 2.000e-03, eta: 9:32:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9359, loss_cls: 0.7374, loss: 0.7374, grad_norm: 4.6508 2021-06-18 07:57:52,067 - mmaction - INFO - Epoch [69][1680/1879] lr: 2.000e-03, eta: 9:32:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9316, loss_cls: 0.8261, loss: 0.8261, grad_norm: 4.8803 2021-06-18 07:58:03,180 - mmaction - INFO - Epoch [69][1700/1879] lr: 2.000e-03, eta: 9:32:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9293, loss_cls: 0.8129, loss: 0.8129, grad_norm: 4.7890 2021-06-18 07:58:14,342 - mmaction - INFO - Epoch [69][1720/1879] lr: 2.000e-03, eta: 9:31:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9289, loss_cls: 0.8346, loss: 0.8346, grad_norm: 4.9548 2021-06-18 07:58:25,480 - mmaction - INFO - Epoch [69][1740/1879] lr: 2.000e-03, eta: 9:31:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9223, loss_cls: 0.8471, loss: 0.8471, grad_norm: 4.9036 2021-06-18 07:58:36,652 - mmaction - INFO - Epoch [69][1760/1879] lr: 2.000e-03, eta: 9:31:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9250, loss_cls: 0.8635, loss: 0.8635, grad_norm: 4.8632 2021-06-18 07:58:47,812 - mmaction - INFO - Epoch [69][1780/1879] lr: 2.000e-03, eta: 9:31:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8546, loss: 0.8546, grad_norm: 4.8385 2021-06-18 07:58:58,960 - mmaction - INFO - Epoch [69][1800/1879] lr: 2.000e-03, eta: 9:31:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9355, loss_cls: 0.7896, loss: 0.7896, grad_norm: 4.8300 2021-06-18 07:59:10,089 - mmaction - INFO - Epoch [69][1820/1879] lr: 2.000e-03, eta: 9:30:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9332, loss_cls: 0.7800, loss: 0.7800, grad_norm: 4.8239 2021-06-18 07:59:21,227 - mmaction - INFO - Epoch [69][1840/1879] lr: 2.000e-03, eta: 9:30:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9371, loss_cls: 0.7919, loss: 0.7919, grad_norm: 4.9263 2021-06-18 07:59:32,397 - mmaction - INFO - Epoch [69][1860/1879] lr: 2.000e-03, eta: 9:30:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7652, top5_acc: 0.9266, loss_cls: 0.8681, loss: 0.8681, grad_norm: 5.1009 2021-06-18 07:59:44,369 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-06-18 08:01:01,246 - mmaction - INFO - Epoch [70][20/1879] lr: 2.000e-03, eta: 9:30:27, time: 3.820, data_time: 3.243, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9332, loss_cls: 0.8154, loss: 0.8154, grad_norm: 4.9029 2021-06-18 08:01:12,385 - mmaction - INFO - Epoch [70][40/1879] lr: 2.000e-03, eta: 9:30:15, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8196, loss: 0.8196, grad_norm: 4.8088 2021-06-18 08:01:23,511 - mmaction - INFO - Epoch [70][60/1879] lr: 2.000e-03, eta: 9:30:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9285, loss_cls: 0.8342, loss: 0.8342, grad_norm: 4.9239 2021-06-18 08:01:34,642 - mmaction - INFO - Epoch [70][80/1879] lr: 2.000e-03, eta: 9:29:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9336, loss_cls: 0.7897, loss: 0.7897, grad_norm: 4.8152 2021-06-18 08:01:45,784 - mmaction - INFO - Epoch [70][100/1879] lr: 2.000e-03, eta: 9:29:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9215, loss_cls: 0.8549, loss: 0.8549, grad_norm: 5.0644 2021-06-18 08:01:56,922 - mmaction - INFO - Epoch [70][120/1879] lr: 2.000e-03, eta: 9:29:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9359, loss_cls: 0.8060, loss: 0.8060, grad_norm: 4.9280 2021-06-18 08:02:08,043 - mmaction - INFO - Epoch [70][140/1879] lr: 2.000e-03, eta: 9:29:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9418, loss_cls: 0.7695, loss: 0.7695, grad_norm: 4.8822 2021-06-18 08:02:19,175 - mmaction - INFO - Epoch [70][160/1879] lr: 2.000e-03, eta: 9:29:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9363, loss_cls: 0.8002, loss: 0.8002, grad_norm: 4.7882 2021-06-18 08:02:30,304 - mmaction - INFO - Epoch [70][180/1879] lr: 2.000e-03, eta: 9:28:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9371, loss_cls: 0.7689, loss: 0.7689, grad_norm: 4.8380 2021-06-18 08:02:41,450 - mmaction - INFO - Epoch [70][200/1879] lr: 2.000e-03, eta: 9:28:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9359, loss_cls: 0.7899, loss: 0.7899, grad_norm: 4.7663 2021-06-18 08:02:52,587 - mmaction - INFO - Epoch [70][220/1879] lr: 2.000e-03, eta: 9:28:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9289, loss_cls: 0.8232, loss: 0.8232, grad_norm: 4.9484 2021-06-18 08:03:03,737 - mmaction - INFO - Epoch [70][240/1879] lr: 2.000e-03, eta: 9:28:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9238, loss_cls: 0.8737, loss: 0.8737, grad_norm: 5.0628 2021-06-18 08:03:14,876 - mmaction - INFO - Epoch [70][260/1879] lr: 2.000e-03, eta: 9:28:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9250, loss_cls: 0.8274, loss: 0.8274, grad_norm: 4.8305 2021-06-18 08:03:26,035 - mmaction - INFO - Epoch [70][280/1879] lr: 2.000e-03, eta: 9:27:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9367, loss_cls: 0.8060, loss: 0.8060, grad_norm: 4.9172 2021-06-18 08:03:37,189 - mmaction - INFO - Epoch [70][300/1879] lr: 2.000e-03, eta: 9:27:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9332, loss_cls: 0.8099, loss: 0.8099, grad_norm: 4.9277 2021-06-18 08:03:48,315 - mmaction - INFO - Epoch [70][320/1879] lr: 2.000e-03, eta: 9:27:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9355, loss_cls: 0.7804, loss: 0.7804, grad_norm: 4.7354 2021-06-18 08:03:59,464 - mmaction - INFO - Epoch [70][340/1879] lr: 2.000e-03, eta: 9:27:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9238, loss_cls: 0.8279, loss: 0.8279, grad_norm: 4.9213 2021-06-18 08:04:10,608 - mmaction - INFO - Epoch [70][360/1879] lr: 2.000e-03, eta: 9:27:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9242, loss_cls: 0.8617, loss: 0.8617, grad_norm: 5.0321 2021-06-18 08:04:21,754 - mmaction - INFO - Epoch [70][380/1879] lr: 2.000e-03, eta: 9:26:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9340, loss_cls: 0.7762, loss: 0.7762, grad_norm: 4.7150 2021-06-18 08:04:32,900 - mmaction - INFO - Epoch [70][400/1879] lr: 2.000e-03, eta: 9:26:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9332, loss_cls: 0.8186, loss: 0.8186, grad_norm: 4.9849 2021-06-18 08:04:44,048 - mmaction - INFO - Epoch [70][420/1879] lr: 2.000e-03, eta: 9:26:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9305, loss_cls: 0.8089, loss: 0.8089, grad_norm: 4.9285 2021-06-18 08:04:55,210 - mmaction - INFO - Epoch [70][440/1879] lr: 2.000e-03, eta: 9:26:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9309, loss_cls: 0.8066, loss: 0.8066, grad_norm: 4.8278 2021-06-18 08:05:06,367 - mmaction - INFO - Epoch [70][460/1879] lr: 2.000e-03, eta: 9:26:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9316, loss_cls: 0.7992, loss: 0.7992, grad_norm: 4.7426 2021-06-18 08:05:17,502 - mmaction - INFO - Epoch [70][480/1879] lr: 2.000e-03, eta: 9:25:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9273, loss_cls: 0.8309, loss: 0.8309, grad_norm: 4.8474 2021-06-18 08:05:28,640 - mmaction - INFO - Epoch [70][500/1879] lr: 2.000e-03, eta: 9:25:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9336, loss_cls: 0.8038, loss: 0.8038, grad_norm: 4.8824 2021-06-18 08:05:39,795 - mmaction - INFO - Epoch [70][520/1879] lr: 2.000e-03, eta: 9:25:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9258, loss_cls: 0.8218, loss: 0.8218, grad_norm: 4.9002 2021-06-18 08:05:50,952 - mmaction - INFO - Epoch [70][540/1879] lr: 2.000e-03, eta: 9:25:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9293, loss_cls: 0.8225, loss: 0.8225, grad_norm: 4.7651 2021-06-18 08:06:02,095 - mmaction - INFO - Epoch [70][560/1879] lr: 2.000e-03, eta: 9:25:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9211, loss_cls: 0.8389, loss: 0.8389, grad_norm: 4.8597 2021-06-18 08:06:13,247 - mmaction - INFO - Epoch [70][580/1879] lr: 2.000e-03, eta: 9:24:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9285, loss_cls: 0.8162, loss: 0.8162, grad_norm: 4.7893 2021-06-18 08:06:24,385 - mmaction - INFO - Epoch [70][600/1879] lr: 2.000e-03, eta: 9:24:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7699, top5_acc: 0.9199, loss_cls: 0.8715, loss: 0.8715, grad_norm: 5.0366 2021-06-18 08:06:35,519 - mmaction - INFO - Epoch [70][620/1879] lr: 2.000e-03, eta: 9:24:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9313, loss_cls: 0.7678, loss: 0.7678, grad_norm: 4.6854 2021-06-18 08:06:46,674 - mmaction - INFO - Epoch [70][640/1879] lr: 2.000e-03, eta: 9:24:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9313, loss_cls: 0.8040, loss: 0.8040, grad_norm: 4.7243 2021-06-18 08:06:57,822 - mmaction - INFO - Epoch [70][660/1879] lr: 2.000e-03, eta: 9:24:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9336, loss_cls: 0.8153, loss: 0.8153, grad_norm: 4.9390 2021-06-18 08:07:08,985 - mmaction - INFO - Epoch [70][680/1879] lr: 2.000e-03, eta: 9:23:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9324, loss_cls: 0.8036, loss: 0.8036, grad_norm: 4.8781 2021-06-18 08:07:20,128 - mmaction - INFO - Epoch [70][700/1879] lr: 2.000e-03, eta: 9:23:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9352, loss_cls: 0.8113, loss: 0.8113, grad_norm: 4.9569 2021-06-18 08:07:31,281 - mmaction - INFO - Epoch [70][720/1879] lr: 2.000e-03, eta: 9:23:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9270, loss_cls: 0.8027, loss: 0.8027, grad_norm: 4.8063 2021-06-18 08:07:42,423 - mmaction - INFO - Epoch [70][740/1879] lr: 2.000e-03, eta: 9:23:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9336, loss_cls: 0.7943, loss: 0.7943, grad_norm: 4.9504 2021-06-18 08:07:53,581 - mmaction - INFO - Epoch [70][760/1879] lr: 2.000e-03, eta: 9:23:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9289, loss_cls: 0.7975, loss: 0.7975, grad_norm: 4.8450 2021-06-18 08:08:04,736 - mmaction - INFO - Epoch [70][780/1879] lr: 2.000e-03, eta: 9:22:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9320, loss_cls: 0.8245, loss: 0.8245, grad_norm: 4.9707 2021-06-18 08:08:15,887 - mmaction - INFO - Epoch [70][800/1879] lr: 2.000e-03, eta: 9:22:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9297, loss_cls: 0.8351, loss: 0.8351, grad_norm: 4.8670 2021-06-18 08:08:27,017 - mmaction - INFO - Epoch [70][820/1879] lr: 2.000e-03, eta: 9:22:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9379, loss_cls: 0.7851, loss: 0.7851, grad_norm: 4.8519 2021-06-18 08:08:38,163 - mmaction - INFO - Epoch [70][840/1879] lr: 2.000e-03, eta: 9:22:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9258, loss_cls: 0.8390, loss: 0.8390, grad_norm: 4.9523 2021-06-18 08:08:49,323 - mmaction - INFO - Epoch [70][860/1879] lr: 2.000e-03, eta: 9:22:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8361, loss: 0.8361, grad_norm: 4.9106 2021-06-18 08:09:00,475 - mmaction - INFO - Epoch [70][880/1879] lr: 2.000e-03, eta: 9:21:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9293, loss_cls: 0.7949, loss: 0.7949, grad_norm: 4.8417 2021-06-18 08:09:11,612 - mmaction - INFO - Epoch [70][900/1879] lr: 2.000e-03, eta: 9:21:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9316, loss_cls: 0.8093, loss: 0.8093, grad_norm: 4.7744 2021-06-18 08:09:22,762 - mmaction - INFO - Epoch [70][920/1879] lr: 2.000e-03, eta: 9:21:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9301, loss_cls: 0.8140, loss: 0.8140, grad_norm: 4.8260 2021-06-18 08:09:33,899 - mmaction - INFO - Epoch [70][940/1879] lr: 2.000e-03, eta: 9:21:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9305, loss_cls: 0.7822, loss: 0.7822, grad_norm: 4.8775 2021-06-18 08:09:45,056 - mmaction - INFO - Epoch [70][960/1879] lr: 2.000e-03, eta: 9:21:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9227, loss_cls: 0.8751, loss: 0.8751, grad_norm: 5.0645 2021-06-18 08:09:56,217 - mmaction - INFO - Epoch [70][980/1879] lr: 2.000e-03, eta: 9:20:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9344, loss_cls: 0.8260, loss: 0.8260, grad_norm: 4.9657 2021-06-18 08:10:07,376 - mmaction - INFO - Epoch [70][1000/1879] lr: 2.000e-03, eta: 9:20:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.8033, loss: 0.8033, grad_norm: 4.8326 2021-06-18 08:10:18,533 - mmaction - INFO - Epoch [70][1020/1879] lr: 2.000e-03, eta: 9:20:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.8162, loss: 0.8162, grad_norm: 4.8791 2021-06-18 08:10:29,696 - mmaction - INFO - Epoch [70][1040/1879] lr: 2.000e-03, eta: 9:20:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9332, loss_cls: 0.8079, loss: 0.8079, grad_norm: 4.8900 2021-06-18 08:10:40,860 - mmaction - INFO - Epoch [70][1060/1879] lr: 2.000e-03, eta: 9:20:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9328, loss_cls: 0.8252, loss: 0.8252, grad_norm: 4.9739 2021-06-18 08:10:52,019 - mmaction - INFO - Epoch [70][1080/1879] lr: 2.000e-03, eta: 9:19:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9359, loss_cls: 0.7715, loss: 0.7715, grad_norm: 4.8183 2021-06-18 08:11:03,170 - mmaction - INFO - Epoch [70][1100/1879] lr: 2.000e-03, eta: 9:19:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9293, loss_cls: 0.8347, loss: 0.8347, grad_norm: 4.9449 2021-06-18 08:11:14,315 - mmaction - INFO - Epoch [70][1120/1879] lr: 2.000e-03, eta: 9:19:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9340, loss_cls: 0.8138, loss: 0.8138, grad_norm: 4.9568 2021-06-18 08:11:25,468 - mmaction - INFO - Epoch [70][1140/1879] lr: 2.000e-03, eta: 9:19:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9402, loss_cls: 0.7711, loss: 0.7711, grad_norm: 4.8621 2021-06-18 08:11:36,627 - mmaction - INFO - Epoch [70][1160/1879] lr: 2.000e-03, eta: 9:19:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9340, loss_cls: 0.8195, loss: 0.8195, grad_norm: 4.9377 2021-06-18 08:11:47,759 - mmaction - INFO - Epoch [70][1180/1879] lr: 2.000e-03, eta: 9:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9406, loss_cls: 0.7392, loss: 0.7392, grad_norm: 4.7109 2021-06-18 08:11:58,902 - mmaction - INFO - Epoch [70][1200/1879] lr: 2.000e-03, eta: 9:18:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9293, loss_cls: 0.8469, loss: 0.8469, grad_norm: 5.0448 2021-06-18 08:12:10,037 - mmaction - INFO - Epoch [70][1220/1879] lr: 2.000e-03, eta: 9:18:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9270, loss_cls: 0.8026, loss: 0.8026, grad_norm: 4.7878 2021-06-18 08:12:21,160 - mmaction - INFO - Epoch [70][1240/1879] lr: 2.000e-03, eta: 9:18:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9273, loss_cls: 0.8402, loss: 0.8402, grad_norm: 4.9658 2021-06-18 08:12:32,308 - mmaction - INFO - Epoch [70][1260/1879] lr: 2.000e-03, eta: 9:18:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9238, loss_cls: 0.8413, loss: 0.8413, grad_norm: 5.0332 2021-06-18 08:12:43,467 - mmaction - INFO - Epoch [70][1280/1879] lr: 2.000e-03, eta: 9:17:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9340, loss_cls: 0.7823, loss: 0.7823, grad_norm: 4.8394 2021-06-18 08:12:54,596 - mmaction - INFO - Epoch [70][1300/1879] lr: 2.000e-03, eta: 9:17:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9270, loss_cls: 0.8369, loss: 0.8369, grad_norm: 5.0022 2021-06-18 08:13:05,747 - mmaction - INFO - Epoch [70][1320/1879] lr: 2.000e-03, eta: 9:17:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9336, loss_cls: 0.7763, loss: 0.7763, grad_norm: 4.7353 2021-06-18 08:13:16,885 - mmaction - INFO - Epoch [70][1340/1879] lr: 2.000e-03, eta: 9:17:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9305, loss_cls: 0.7954, loss: 0.7954, grad_norm: 4.7944 2021-06-18 08:13:28,043 - mmaction - INFO - Epoch [70][1360/1879] lr: 2.000e-03, eta: 9:17:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8559, loss: 0.8559, grad_norm: 4.9477 2021-06-18 08:13:39,182 - mmaction - INFO - Epoch [70][1380/1879] lr: 2.000e-03, eta: 9:16:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8266, loss: 0.8266, grad_norm: 4.8373 2021-06-18 08:13:50,330 - mmaction - INFO - Epoch [70][1400/1879] lr: 2.000e-03, eta: 9:16:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9348, loss_cls: 0.8223, loss: 0.8223, grad_norm: 4.8853 2021-06-18 08:14:01,460 - mmaction - INFO - Epoch [70][1420/1879] lr: 2.000e-03, eta: 9:16:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9266, loss_cls: 0.8512, loss: 0.8512, grad_norm: 5.0094 2021-06-18 08:14:12,618 - mmaction - INFO - Epoch [70][1440/1879] lr: 2.000e-03, eta: 9:16:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9289, loss_cls: 0.8326, loss: 0.8326, grad_norm: 4.9367 2021-06-18 08:14:23,771 - mmaction - INFO - Epoch [70][1460/1879] lr: 2.000e-03, eta: 9:16:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9332, loss_cls: 0.8353, loss: 0.8353, grad_norm: 5.0134 2021-06-18 08:14:34,907 - mmaction - INFO - Epoch [70][1480/1879] lr: 2.000e-03, eta: 9:15:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9289, loss_cls: 0.8082, loss: 0.8082, grad_norm: 4.8490 2021-06-18 08:14:46,050 - mmaction - INFO - Epoch [70][1500/1879] lr: 2.000e-03, eta: 9:15:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9344, loss_cls: 0.8145, loss: 0.8145, grad_norm: 4.9571 2021-06-18 08:14:57,217 - mmaction - INFO - Epoch [70][1520/1879] lr: 2.000e-03, eta: 9:15:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.7989, loss: 0.7989, grad_norm: 4.9692 2021-06-18 08:15:08,365 - mmaction - INFO - Epoch [70][1540/1879] lr: 2.000e-03, eta: 9:15:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9340, loss_cls: 0.7907, loss: 0.7907, grad_norm: 4.9237 2021-06-18 08:15:19,503 - mmaction - INFO - Epoch [70][1560/1879] lr: 2.000e-03, eta: 9:15:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9203, loss_cls: 0.8614, loss: 0.8614, grad_norm: 4.8508 2021-06-18 08:15:30,657 - mmaction - INFO - Epoch [70][1580/1879] lr: 2.000e-03, eta: 9:14:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.8502, loss: 0.8502, grad_norm: 4.8496 2021-06-18 08:15:41,791 - mmaction - INFO - Epoch [70][1600/1879] lr: 2.000e-03, eta: 9:14:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9301, loss_cls: 0.7853, loss: 0.7853, grad_norm: 4.7160 2021-06-18 08:15:52,948 - mmaction - INFO - Epoch [70][1620/1879] lr: 2.000e-03, eta: 9:14:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.8191, loss: 0.8191, grad_norm: 4.8538 2021-06-18 08:16:04,100 - mmaction - INFO - Epoch [70][1640/1879] lr: 2.000e-03, eta: 9:14:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9305, loss_cls: 0.8106, loss: 0.8106, grad_norm: 4.8282 2021-06-18 08:16:15,233 - mmaction - INFO - Epoch [70][1660/1879] lr: 2.000e-03, eta: 9:14:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7715, top5_acc: 0.9258, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.0166 2021-06-18 08:16:26,365 - mmaction - INFO - Epoch [70][1680/1879] lr: 2.000e-03, eta: 9:13:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9309, loss_cls: 0.8440, loss: 0.8440, grad_norm: 4.9760 2021-06-18 08:16:37,503 - mmaction - INFO - Epoch [70][1700/1879] lr: 2.000e-03, eta: 9:13:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9348, loss_cls: 0.8071, loss: 0.8071, grad_norm: 5.0071 2021-06-18 08:16:48,653 - mmaction - INFO - Epoch [70][1720/1879] lr: 2.000e-03, eta: 9:13:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9348, loss_cls: 0.7779, loss: 0.7779, grad_norm: 4.7792 2021-06-18 08:16:59,791 - mmaction - INFO - Epoch [70][1740/1879] lr: 2.000e-03, eta: 9:13:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9277, loss_cls: 0.8156, loss: 0.8156, grad_norm: 4.8920 2021-06-18 08:17:10,949 - mmaction - INFO - Epoch [70][1760/1879] lr: 2.000e-03, eta: 9:13:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9305, loss_cls: 0.7943, loss: 0.7943, grad_norm: 4.7807 2021-06-18 08:17:22,092 - mmaction - INFO - Epoch [70][1780/1879] lr: 2.000e-03, eta: 9:12:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9418, loss_cls: 0.7670, loss: 0.7670, grad_norm: 4.9457 2021-06-18 08:17:33,234 - mmaction - INFO - Epoch [70][1800/1879] lr: 2.000e-03, eta: 9:12:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9324, loss_cls: 0.8202, loss: 0.8202, grad_norm: 4.9646 2021-06-18 08:17:44,376 - mmaction - INFO - Epoch [70][1820/1879] lr: 2.000e-03, eta: 9:12:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9246, loss_cls: 0.8561, loss: 0.8561, grad_norm: 5.1480 2021-06-18 08:17:55,540 - mmaction - INFO - Epoch [70][1840/1879] lr: 2.000e-03, eta: 9:12:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9383, loss_cls: 0.7891, loss: 0.7891, grad_norm: 4.9037 2021-06-18 08:18:06,683 - mmaction - INFO - Epoch [70][1860/1879] lr: 2.000e-03, eta: 9:12:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9375, loss_cls: 0.7920, loss: 0.7920, grad_norm: 4.9669 2021-06-18 08:18:18,590 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-06-18 08:19:36,379 - mmaction - INFO - Epoch [71][20/1879] lr: 2.000e-03, eta: 9:12:02, time: 3.871, data_time: 3.302, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9270, loss_cls: 0.8256, loss: 0.8256, grad_norm: 4.8820 2021-06-18 08:19:47,553 - mmaction - INFO - Epoch [71][40/1879] lr: 2.000e-03, eta: 9:11:50, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9328, loss_cls: 0.7962, loss: 0.7962, grad_norm: 4.8380 2021-06-18 08:19:58,717 - mmaction - INFO - Epoch [71][60/1879] lr: 2.000e-03, eta: 9:11:38, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9340, loss_cls: 0.8010, loss: 0.8010, grad_norm: 4.8729 2021-06-18 08:20:09,791 - mmaction - INFO - Epoch [71][80/1879] lr: 2.000e-03, eta: 9:11:26, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9293, loss_cls: 0.8008, loss: 0.8008, grad_norm: 4.9478 2021-06-18 08:20:20,930 - mmaction - INFO - Epoch [71][100/1879] lr: 2.000e-03, eta: 9:11:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9434, loss_cls: 0.7181, loss: 0.7181, grad_norm: 4.6146 2021-06-18 08:20:32,046 - mmaction - INFO - Epoch [71][120/1879] lr: 2.000e-03, eta: 9:11:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9406, loss_cls: 0.7477, loss: 0.7477, grad_norm: 4.8369 2021-06-18 08:20:43,201 - mmaction - INFO - Epoch [71][140/1879] lr: 2.000e-03, eta: 9:10:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9297, loss_cls: 0.7681, loss: 0.7681, grad_norm: 4.8245 2021-06-18 08:20:54,331 - mmaction - INFO - Epoch [71][160/1879] lr: 2.000e-03, eta: 9:10:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9348, loss_cls: 0.7934, loss: 0.7934, grad_norm: 5.0509 2021-06-18 08:21:05,475 - mmaction - INFO - Epoch [71][180/1879] lr: 2.000e-03, eta: 9:10:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9285, loss_cls: 0.7919, loss: 0.7919, grad_norm: 4.9216 2021-06-18 08:21:16,619 - mmaction - INFO - Epoch [71][200/1879] lr: 2.000e-03, eta: 9:10:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9340, loss_cls: 0.7810, loss: 0.7810, grad_norm: 4.9096 2021-06-18 08:21:27,754 - mmaction - INFO - Epoch [71][220/1879] lr: 2.000e-03, eta: 9:10:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9352, loss_cls: 0.7526, loss: 0.7526, grad_norm: 4.6542 2021-06-18 08:21:38,898 - mmaction - INFO - Epoch [71][240/1879] lr: 2.000e-03, eta: 9:09:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9375, loss_cls: 0.7737, loss: 0.7737, grad_norm: 4.9047 2021-06-18 08:21:50,056 - mmaction - INFO - Epoch [71][260/1879] lr: 2.000e-03, eta: 9:09:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9320, loss_cls: 0.8024, loss: 0.8024, grad_norm: 4.8210 2021-06-18 08:22:01,205 - mmaction - INFO - Epoch [71][280/1879] lr: 2.000e-03, eta: 9:09:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9285, loss_cls: 0.8305, loss: 0.8305, grad_norm: 5.0346 2021-06-18 08:22:12,347 - mmaction - INFO - Epoch [71][300/1879] lr: 2.000e-03, eta: 9:09:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9289, loss_cls: 0.8135, loss: 0.8135, grad_norm: 4.8198 2021-06-18 08:22:23,467 - mmaction - INFO - Epoch [71][320/1879] lr: 2.000e-03, eta: 9:09:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9363, loss_cls: 0.7553, loss: 0.7553, grad_norm: 4.7368 2021-06-18 08:22:34,598 - mmaction - INFO - Epoch [71][340/1879] lr: 2.000e-03, eta: 9:08:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9422, loss_cls: 0.7674, loss: 0.7674, grad_norm: 4.8886 2021-06-18 08:22:45,759 - mmaction - INFO - Epoch [71][360/1879] lr: 2.000e-03, eta: 9:08:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7648, loss: 0.7648, grad_norm: 4.7485 2021-06-18 08:22:56,917 - mmaction - INFO - Epoch [71][380/1879] lr: 2.000e-03, eta: 9:08:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9254, loss_cls: 0.8390, loss: 0.8390, grad_norm: 4.9229 2021-06-18 08:23:08,062 - mmaction - INFO - Epoch [71][400/1879] lr: 2.000e-03, eta: 9:08:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9371, loss_cls: 0.7896, loss: 0.7896, grad_norm: 4.9206 2021-06-18 08:23:19,199 - mmaction - INFO - Epoch [71][420/1879] lr: 2.000e-03, eta: 9:08:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9363, loss_cls: 0.7659, loss: 0.7659, grad_norm: 4.8841 2021-06-18 08:23:30,336 - mmaction - INFO - Epoch [71][440/1879] lr: 2.000e-03, eta: 9:07:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9324, loss_cls: 0.7759, loss: 0.7759, grad_norm: 4.8260 2021-06-18 08:23:41,488 - mmaction - INFO - Epoch [71][460/1879] lr: 2.000e-03, eta: 9:07:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8109, loss: 0.8109, grad_norm: 4.9756 2021-06-18 08:23:52,634 - mmaction - INFO - Epoch [71][480/1879] lr: 2.000e-03, eta: 9:07:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9371, loss_cls: 0.7626, loss: 0.7626, grad_norm: 4.8428 2021-06-18 08:24:03,780 - mmaction - INFO - Epoch [71][500/1879] lr: 2.000e-03, eta: 9:07:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9293, loss_cls: 0.8126, loss: 0.8126, grad_norm: 5.0292 2021-06-18 08:24:14,919 - mmaction - INFO - Epoch [71][520/1879] lr: 2.000e-03, eta: 9:07:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8169, loss: 0.8169, grad_norm: 4.9489 2021-06-18 08:24:26,052 - mmaction - INFO - Epoch [71][540/1879] lr: 2.000e-03, eta: 9:06:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8283, loss: 0.8283, grad_norm: 4.9799 2021-06-18 08:24:37,191 - mmaction - INFO - Epoch [71][560/1879] lr: 2.000e-03, eta: 9:06:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9305, loss_cls: 0.8601, loss: 0.8601, grad_norm: 5.1007 2021-06-18 08:24:48,344 - mmaction - INFO - Epoch [71][580/1879] lr: 2.000e-03, eta: 9:06:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9398, loss_cls: 0.7676, loss: 0.7676, grad_norm: 4.7534 2021-06-18 08:24:59,483 - mmaction - INFO - Epoch [71][600/1879] lr: 2.000e-03, eta: 9:06:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9375, loss_cls: 0.8048, loss: 0.8048, grad_norm: 5.0465 2021-06-18 08:25:10,640 - mmaction - INFO - Epoch [71][620/1879] lr: 2.000e-03, eta: 9:06:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9273, loss_cls: 0.7958, loss: 0.7958, grad_norm: 4.8801 2021-06-18 08:25:21,730 - mmaction - INFO - Epoch [71][640/1879] lr: 2.000e-03, eta: 9:05:49, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.8103, loss: 0.8103, grad_norm: 4.9388 2021-06-18 08:25:32,857 - mmaction - INFO - Epoch [71][660/1879] lr: 2.000e-03, eta: 9:05:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9324, loss_cls: 0.8151, loss: 0.8151, grad_norm: 5.0346 2021-06-18 08:25:43,991 - mmaction - INFO - Epoch [71][680/1879] lr: 2.000e-03, eta: 9:05:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9246, loss_cls: 0.8504, loss: 0.8504, grad_norm: 5.0864 2021-06-18 08:25:55,138 - mmaction - INFO - Epoch [71][700/1879] lr: 2.000e-03, eta: 9:05:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9184, loss_cls: 0.8438, loss: 0.8438, grad_norm: 4.9306 2021-06-18 08:26:06,313 - mmaction - INFO - Epoch [71][720/1879] lr: 2.000e-03, eta: 9:05:01, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9320, loss_cls: 0.8387, loss: 0.8387, grad_norm: 5.0496 2021-06-18 08:26:17,483 - mmaction - INFO - Epoch [71][740/1879] lr: 2.000e-03, eta: 9:04:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8120, loss: 0.8120, grad_norm: 4.9473 2021-06-18 08:26:28,638 - mmaction - INFO - Epoch [71][760/1879] lr: 2.000e-03, eta: 9:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9332, loss_cls: 0.7918, loss: 0.7918, grad_norm: 5.0462 2021-06-18 08:26:39,782 - mmaction - INFO - Epoch [71][780/1879] lr: 2.000e-03, eta: 9:04:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9203, loss_cls: 0.8282, loss: 0.8282, grad_norm: 4.9676 2021-06-18 08:26:50,935 - mmaction - INFO - Epoch [71][800/1879] lr: 2.000e-03, eta: 9:04:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9254, loss_cls: 0.8313, loss: 0.8313, grad_norm: 4.9343 2021-06-18 08:27:02,092 - mmaction - INFO - Epoch [71][820/1879] lr: 2.000e-03, eta: 9:04:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9320, loss_cls: 0.8017, loss: 0.8017, grad_norm: 4.9151 2021-06-18 08:27:13,243 - mmaction - INFO - Epoch [71][840/1879] lr: 2.000e-03, eta: 9:03:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9391, loss_cls: 0.7638, loss: 0.7638, grad_norm: 4.8069 2021-06-18 08:27:24,384 - mmaction - INFO - Epoch [71][860/1879] lr: 2.000e-03, eta: 9:03:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9320, loss_cls: 0.8060, loss: 0.8060, grad_norm: 4.9190 2021-06-18 08:27:35,498 - mmaction - INFO - Epoch [71][880/1879] lr: 2.000e-03, eta: 9:03:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9164, loss_cls: 0.8847, loss: 0.8847, grad_norm: 5.2615 2021-06-18 08:27:46,660 - mmaction - INFO - Epoch [71][900/1879] lr: 2.000e-03, eta: 9:03:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9352, loss_cls: 0.8197, loss: 0.8197, grad_norm: 4.8420 2021-06-18 08:27:57,813 - mmaction - INFO - Epoch [71][920/1879] lr: 2.000e-03, eta: 9:03:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8361, loss: 0.8361, grad_norm: 5.0434 2021-06-18 08:28:08,976 - mmaction - INFO - Epoch [71][940/1879] lr: 2.000e-03, eta: 9:02:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9285, loss_cls: 0.8473, loss: 0.8473, grad_norm: 5.0022 2021-06-18 08:28:20,106 - mmaction - INFO - Epoch [71][960/1879] lr: 2.000e-03, eta: 9:02:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9332, loss_cls: 0.8176, loss: 0.8176, grad_norm: 4.9428 2021-06-18 08:28:31,252 - mmaction - INFO - Epoch [71][980/1879] lr: 2.000e-03, eta: 9:02:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7754, top5_acc: 0.9277, loss_cls: 0.8745, loss: 0.8745, grad_norm: 5.1514 2021-06-18 08:28:42,396 - mmaction - INFO - Epoch [71][1000/1879] lr: 2.000e-03, eta: 9:02:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.7926, loss: 0.7926, grad_norm: 4.7565 2021-06-18 08:28:53,553 - mmaction - INFO - Epoch [71][1020/1879] lr: 2.000e-03, eta: 9:02:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9379, loss_cls: 0.7580, loss: 0.7580, grad_norm: 4.9323 2021-06-18 08:29:04,704 - mmaction - INFO - Epoch [71][1040/1879] lr: 2.000e-03, eta: 9:01:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9324, loss_cls: 0.7863, loss: 0.7863, grad_norm: 4.8685 2021-06-18 08:29:15,855 - mmaction - INFO - Epoch [71][1060/1879] lr: 2.000e-03, eta: 9:01:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9355, loss_cls: 0.7661, loss: 0.7661, grad_norm: 4.8196 2021-06-18 08:29:27,009 - mmaction - INFO - Epoch [71][1080/1879] lr: 2.000e-03, eta: 9:01:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8337, loss: 0.8337, grad_norm: 5.0600 2021-06-18 08:29:38,168 - mmaction - INFO - Epoch [71][1100/1879] lr: 2.000e-03, eta: 9:01:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9367, loss_cls: 0.7949, loss: 0.7949, grad_norm: 4.8460 2021-06-18 08:29:49,318 - mmaction - INFO - Epoch [71][1120/1879] lr: 2.000e-03, eta: 9:01:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8051, loss: 0.8051, grad_norm: 4.9422 2021-06-18 08:30:00,465 - mmaction - INFO - Epoch [71][1140/1879] lr: 2.000e-03, eta: 9:00:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9270, loss_cls: 0.8054, loss: 0.8054, grad_norm: 4.9644 2021-06-18 08:30:11,613 - mmaction - INFO - Epoch [71][1160/1879] lr: 2.000e-03, eta: 9:00:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9332, loss_cls: 0.7817, loss: 0.7817, grad_norm: 4.9593 2021-06-18 08:30:22,776 - mmaction - INFO - Epoch [71][1180/1879] lr: 2.000e-03, eta: 9:00:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9230, loss_cls: 0.8683, loss: 0.8683, grad_norm: 5.0271 2021-06-18 08:30:33,943 - mmaction - INFO - Epoch [71][1200/1879] lr: 2.000e-03, eta: 9:00:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9223, loss_cls: 0.8578, loss: 0.8578, grad_norm: 5.1102 2021-06-18 08:30:45,106 - mmaction - INFO - Epoch [71][1220/1879] lr: 2.000e-03, eta: 9:00:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9324, loss_cls: 0.8193, loss: 0.8193, grad_norm: 4.9874 2021-06-18 08:30:56,265 - mmaction - INFO - Epoch [71][1240/1879] lr: 2.000e-03, eta: 8:59:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9309, loss_cls: 0.7873, loss: 0.7873, grad_norm: 4.7758 2021-06-18 08:31:07,431 - mmaction - INFO - Epoch [71][1260/1879] lr: 2.000e-03, eta: 8:59:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9328, loss_cls: 0.7797, loss: 0.7797, grad_norm: 4.7941 2021-06-18 08:31:18,566 - mmaction - INFO - Epoch [71][1280/1879] lr: 2.000e-03, eta: 8:59:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9250, loss_cls: 0.8264, loss: 0.8264, grad_norm: 5.0166 2021-06-18 08:31:29,712 - mmaction - INFO - Epoch [71][1300/1879] lr: 2.000e-03, eta: 8:59:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9219, loss_cls: 0.8605, loss: 0.8605, grad_norm: 5.0920 2021-06-18 08:31:40,835 - mmaction - INFO - Epoch [71][1320/1879] lr: 2.000e-03, eta: 8:59:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9328, loss_cls: 0.7770, loss: 0.7770, grad_norm: 4.8676 2021-06-18 08:31:51,993 - mmaction - INFO - Epoch [71][1340/1879] lr: 2.000e-03, eta: 8:58:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9293, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.0794 2021-06-18 08:32:03,151 - mmaction - INFO - Epoch [71][1360/1879] lr: 2.000e-03, eta: 8:58:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9371, loss_cls: 0.7787, loss: 0.7787, grad_norm: 4.9272 2021-06-18 08:32:14,291 - mmaction - INFO - Epoch [71][1380/1879] lr: 2.000e-03, eta: 8:58:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8147, loss: 0.8147, grad_norm: 5.0321 2021-06-18 08:32:25,488 - mmaction - INFO - Epoch [71][1400/1879] lr: 2.000e-03, eta: 8:58:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9285, loss_cls: 0.8432, loss: 0.8432, grad_norm: 5.0439 2021-06-18 08:32:36,611 - mmaction - INFO - Epoch [71][1420/1879] lr: 2.000e-03, eta: 8:58:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9207, loss_cls: 0.8790, loss: 0.8790, grad_norm: 5.0052 2021-06-18 08:32:47,780 - mmaction - INFO - Epoch [71][1440/1879] lr: 2.000e-03, eta: 8:57:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9207, loss_cls: 0.8600, loss: 0.8600, grad_norm: 4.9707 2021-06-18 08:32:58,933 - mmaction - INFO - Epoch [71][1460/1879] lr: 2.000e-03, eta: 8:57:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9289, loss_cls: 0.8017, loss: 0.8017, grad_norm: 4.9020 2021-06-18 08:33:10,057 - mmaction - INFO - Epoch [71][1480/1879] lr: 2.000e-03, eta: 8:57:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9313, loss_cls: 0.8434, loss: 0.8434, grad_norm: 5.1242 2021-06-18 08:33:21,189 - mmaction - INFO - Epoch [71][1500/1879] lr: 2.000e-03, eta: 8:57:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9289, loss_cls: 0.8124, loss: 0.8124, grad_norm: 4.8757 2021-06-18 08:33:32,349 - mmaction - INFO - Epoch [71][1520/1879] lr: 2.000e-03, eta: 8:57:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9262, loss_cls: 0.8599, loss: 0.8599, grad_norm: 5.2385 2021-06-18 08:33:43,493 - mmaction - INFO - Epoch [71][1540/1879] lr: 2.000e-03, eta: 8:56:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9340, loss_cls: 0.7849, loss: 0.7849, grad_norm: 4.9032 2021-06-18 08:33:54,632 - mmaction - INFO - Epoch [71][1560/1879] lr: 2.000e-03, eta: 8:56:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9344, loss_cls: 0.7857, loss: 0.7857, grad_norm: 4.9203 2021-06-18 08:34:05,787 - mmaction - INFO - Epoch [71][1580/1879] lr: 2.000e-03, eta: 8:56:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9391, loss_cls: 0.8047, loss: 0.8047, grad_norm: 5.0177 2021-06-18 08:34:16,949 - mmaction - INFO - Epoch [71][1600/1879] lr: 2.000e-03, eta: 8:56:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9324, loss_cls: 0.8051, loss: 0.8051, grad_norm: 4.8970 2021-06-18 08:34:28,167 - mmaction - INFO - Epoch [71][1620/1879] lr: 2.000e-03, eta: 8:56:01, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.8063, loss: 0.8063, grad_norm: 4.9967 2021-06-18 08:34:39,266 - mmaction - INFO - Epoch [71][1640/1879] lr: 2.000e-03, eta: 8:55:49, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.7994, loss: 0.7994, grad_norm: 4.9913 2021-06-18 08:34:50,456 - mmaction - INFO - Epoch [71][1660/1879] lr: 2.000e-03, eta: 8:55:37, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9367, loss_cls: 0.7839, loss: 0.7839, grad_norm: 4.7935 2021-06-18 08:35:01,606 - mmaction - INFO - Epoch [71][1680/1879] lr: 2.000e-03, eta: 8:55:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9187, loss_cls: 0.8561, loss: 0.8561, grad_norm: 4.9036 2021-06-18 08:35:12,781 - mmaction - INFO - Epoch [71][1700/1879] lr: 2.000e-03, eta: 8:55:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9305, loss_cls: 0.7901, loss: 0.7901, grad_norm: 4.8388 2021-06-18 08:35:23,932 - mmaction - INFO - Epoch [71][1720/1879] lr: 2.000e-03, eta: 8:55:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9332, loss_cls: 0.7873, loss: 0.7873, grad_norm: 4.8942 2021-06-18 08:35:35,092 - mmaction - INFO - Epoch [71][1740/1879] lr: 2.000e-03, eta: 8:54:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9332, loss_cls: 0.7743, loss: 0.7743, grad_norm: 4.9041 2021-06-18 08:35:46,221 - mmaction - INFO - Epoch [71][1760/1879] lr: 2.000e-03, eta: 8:54:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9242, loss_cls: 0.8297, loss: 0.8297, grad_norm: 4.9090 2021-06-18 08:35:57,357 - mmaction - INFO - Epoch [71][1780/1879] lr: 2.000e-03, eta: 8:54:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9395, loss_cls: 0.7696, loss: 0.7696, grad_norm: 4.9095 2021-06-18 08:36:08,522 - mmaction - INFO - Epoch [71][1800/1879] lr: 2.000e-03, eta: 8:54:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9316, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.1344 2021-06-18 08:36:19,662 - mmaction - INFO - Epoch [71][1820/1879] lr: 2.000e-03, eta: 8:54:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8165, loss: 0.8165, grad_norm: 4.9792 2021-06-18 08:36:30,823 - mmaction - INFO - Epoch [71][1840/1879] lr: 2.000e-03, eta: 8:53:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9340, loss_cls: 0.8328, loss: 0.8328, grad_norm: 5.0420 2021-06-18 08:36:41,958 - mmaction - INFO - Epoch [71][1860/1879] lr: 2.000e-03, eta: 8:53:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9340, loss_cls: 0.8135, loss: 0.8135, grad_norm: 5.0029 2021-06-18 08:36:53,957 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-06-18 08:38:14,811 - mmaction - INFO - Epoch [72][20/1879] lr: 2.000e-03, eta: 8:53:38, time: 4.015, data_time: 3.442, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9305, loss_cls: 0.8135, loss: 0.8135, grad_norm: 4.9783 2021-06-18 08:38:25,956 - mmaction - INFO - Epoch [72][40/1879] lr: 2.000e-03, eta: 8:53:26, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9352, loss_cls: 0.7776, loss: 0.7776, grad_norm: 4.8937 2021-06-18 08:38:37,063 - mmaction - INFO - Epoch [72][60/1879] lr: 2.000e-03, eta: 8:53:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.7933, loss: 0.7933, grad_norm: 4.8927 2021-06-18 08:38:48,185 - mmaction - INFO - Epoch [72][80/1879] lr: 2.000e-03, eta: 8:53:02, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9367, loss_cls: 0.7885, loss: 0.7885, grad_norm: 4.9080 2021-06-18 08:38:59,299 - mmaction - INFO - Epoch [72][100/1879] lr: 2.000e-03, eta: 8:52:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7723, top5_acc: 0.9344, loss_cls: 0.8313, loss: 0.8313, grad_norm: 5.0355 2021-06-18 08:39:10,435 - mmaction - INFO - Epoch [72][120/1879] lr: 2.000e-03, eta: 8:52:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9313, loss_cls: 0.7756, loss: 0.7756, grad_norm: 4.6928 2021-06-18 08:39:21,569 - mmaction - INFO - Epoch [72][140/1879] lr: 2.000e-03, eta: 8:52:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9215, loss_cls: 0.8317, loss: 0.8317, grad_norm: 4.9693 2021-06-18 08:39:32,713 - mmaction - INFO - Epoch [72][160/1879] lr: 2.000e-03, eta: 8:52:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.7989, loss: 0.7989, grad_norm: 4.9732 2021-06-18 08:39:43,831 - mmaction - INFO - Epoch [72][180/1879] lr: 2.000e-03, eta: 8:52:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9348, loss_cls: 0.8205, loss: 0.8205, grad_norm: 5.1179 2021-06-18 08:39:54,968 - mmaction - INFO - Epoch [72][200/1879] lr: 2.000e-03, eta: 8:51:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.7829, loss: 0.7829, grad_norm: 4.8796 2021-06-18 08:40:06,273 - mmaction - INFO - Epoch [72][220/1879] lr: 2.000e-03, eta: 8:51:38, time: 0.566, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9262, loss_cls: 0.8594, loss: 0.8594, grad_norm: 5.1729 2021-06-18 08:40:17,422 - mmaction - INFO - Epoch [72][240/1879] lr: 2.000e-03, eta: 8:51:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9324, loss_cls: 0.8106, loss: 0.8106, grad_norm: 5.0023 2021-06-18 08:40:28,571 - mmaction - INFO - Epoch [72][260/1879] lr: 2.000e-03, eta: 8:51:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9277, loss_cls: 0.8099, loss: 0.8099, grad_norm: 4.9137 2021-06-18 08:40:39,712 - mmaction - INFO - Epoch [72][280/1879] lr: 2.000e-03, eta: 8:51:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9355, loss_cls: 0.7728, loss: 0.7728, grad_norm: 4.8726 2021-06-18 08:40:50,842 - mmaction - INFO - Epoch [72][300/1879] lr: 2.000e-03, eta: 8:50:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9340, loss_cls: 0.7734, loss: 0.7734, grad_norm: 4.8819 2021-06-18 08:41:01,988 - mmaction - INFO - Epoch [72][320/1879] lr: 2.000e-03, eta: 8:50:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7449, loss: 0.7449, grad_norm: 4.7526 2021-06-18 08:41:13,124 - mmaction - INFO - Epoch [72][340/1879] lr: 2.000e-03, eta: 8:50:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9305, loss_cls: 0.8009, loss: 0.8009, grad_norm: 4.9261 2021-06-18 08:41:24,252 - mmaction - INFO - Epoch [72][360/1879] lr: 2.000e-03, eta: 8:50:14, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9406, loss_cls: 0.7705, loss: 0.7705, grad_norm: 4.9794 2021-06-18 08:41:35,411 - mmaction - INFO - Epoch [72][380/1879] lr: 2.000e-03, eta: 8:50:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9363, loss_cls: 0.8029, loss: 0.8029, grad_norm: 5.1002 2021-06-18 08:41:46,509 - mmaction - INFO - Epoch [72][400/1879] lr: 2.000e-03, eta: 8:49:50, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9352, loss_cls: 0.7831, loss: 0.7831, grad_norm: 4.9302 2021-06-18 08:41:57,671 - mmaction - INFO - Epoch [72][420/1879] lr: 2.000e-03, eta: 8:49:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9270, loss_cls: 0.8243, loss: 0.8243, grad_norm: 5.0220 2021-06-18 08:42:08,815 - mmaction - INFO - Epoch [72][440/1879] lr: 2.000e-03, eta: 8:49:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9375, loss_cls: 0.7593, loss: 0.7593, grad_norm: 4.8439 2021-06-18 08:42:19,965 - mmaction - INFO - Epoch [72][460/1879] lr: 2.000e-03, eta: 8:49:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9305, loss_cls: 0.8298, loss: 0.8298, grad_norm: 5.0189 2021-06-18 08:42:31,117 - mmaction - INFO - Epoch [72][480/1879] lr: 2.000e-03, eta: 8:49:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9340, loss_cls: 0.8090, loss: 0.8090, grad_norm: 5.0404 2021-06-18 08:42:42,266 - mmaction - INFO - Epoch [72][500/1879] lr: 2.000e-03, eta: 8:48:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9359, loss_cls: 0.7936, loss: 0.7936, grad_norm: 4.9471 2021-06-18 08:42:53,387 - mmaction - INFO - Epoch [72][520/1879] lr: 2.000e-03, eta: 8:48:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9328, loss_cls: 0.7465, loss: 0.7465, grad_norm: 4.8256 2021-06-18 08:43:04,551 - mmaction - INFO - Epoch [72][540/1879] lr: 2.000e-03, eta: 8:48:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9363, loss_cls: 0.8095, loss: 0.8095, grad_norm: 5.0791 2021-06-18 08:43:15,702 - mmaction - INFO - Epoch [72][560/1879] lr: 2.000e-03, eta: 8:48:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9367, loss_cls: 0.7882, loss: 0.7882, grad_norm: 4.9323 2021-06-18 08:43:26,858 - mmaction - INFO - Epoch [72][580/1879] lr: 2.000e-03, eta: 8:48:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9309, loss_cls: 0.8245, loss: 0.8245, grad_norm: 5.1009 2021-06-18 08:43:38,014 - mmaction - INFO - Epoch [72][600/1879] lr: 2.000e-03, eta: 8:47:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9336, loss_cls: 0.7830, loss: 0.7830, grad_norm: 4.9109 2021-06-18 08:43:49,177 - mmaction - INFO - Epoch [72][620/1879] lr: 2.000e-03, eta: 8:47:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9328, loss_cls: 0.7888, loss: 0.7888, grad_norm: 4.9515 2021-06-18 08:44:00,317 - mmaction - INFO - Epoch [72][640/1879] lr: 2.000e-03, eta: 8:47:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9355, loss_cls: 0.7721, loss: 0.7721, grad_norm: 4.9355 2021-06-18 08:44:11,445 - mmaction - INFO - Epoch [72][660/1879] lr: 2.000e-03, eta: 8:47:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9297, loss_cls: 0.8027, loss: 0.8027, grad_norm: 4.8876 2021-06-18 08:44:22,590 - mmaction - INFO - Epoch [72][680/1879] lr: 2.000e-03, eta: 8:47:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9293, loss_cls: 0.8605, loss: 0.8605, grad_norm: 5.1446 2021-06-18 08:44:33,759 - mmaction - INFO - Epoch [72][700/1879] lr: 2.000e-03, eta: 8:46:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9309, loss_cls: 0.7921, loss: 0.7921, grad_norm: 4.9486 2021-06-18 08:44:44,896 - mmaction - INFO - Epoch [72][720/1879] lr: 2.000e-03, eta: 8:46:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8141, loss: 0.8141, grad_norm: 4.9583 2021-06-18 08:44:56,041 - mmaction - INFO - Epoch [72][740/1879] lr: 2.000e-03, eta: 8:46:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9277, loss_cls: 0.8513, loss: 0.8513, grad_norm: 5.1111 2021-06-18 08:45:07,185 - mmaction - INFO - Epoch [72][760/1879] lr: 2.000e-03, eta: 8:46:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9324, loss_cls: 0.8209, loss: 0.8209, grad_norm: 5.1546 2021-06-18 08:45:18,341 - mmaction - INFO - Epoch [72][780/1879] lr: 2.000e-03, eta: 8:46:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8234, loss: 0.8234, grad_norm: 5.1007 2021-06-18 08:45:29,494 - mmaction - INFO - Epoch [72][800/1879] lr: 2.000e-03, eta: 8:45:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9266, loss_cls: 0.8130, loss: 0.8130, grad_norm: 5.0040 2021-06-18 08:45:40,649 - mmaction - INFO - Epoch [72][820/1879] lr: 2.000e-03, eta: 8:45:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9305, loss_cls: 0.8086, loss: 0.8086, grad_norm: 4.9669 2021-06-18 08:45:51,793 - mmaction - INFO - Epoch [72][840/1879] lr: 2.000e-03, eta: 8:45:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7821, loss: 0.7821, grad_norm: 5.0069 2021-06-18 08:46:02,963 - mmaction - INFO - Epoch [72][860/1879] lr: 2.000e-03, eta: 8:45:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9363, loss_cls: 0.7755, loss: 0.7755, grad_norm: 4.8909 2021-06-18 08:46:14,074 - mmaction - INFO - Epoch [72][880/1879] lr: 2.000e-03, eta: 8:45:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9371, loss_cls: 0.7751, loss: 0.7751, grad_norm: 4.9434 2021-06-18 08:46:25,229 - mmaction - INFO - Epoch [72][900/1879] lr: 2.000e-03, eta: 8:44:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9324, loss_cls: 0.8079, loss: 0.8079, grad_norm: 5.0649 2021-06-18 08:46:36,379 - mmaction - INFO - Epoch [72][920/1879] lr: 2.000e-03, eta: 8:44:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9340, loss_cls: 0.7868, loss: 0.7868, grad_norm: 4.9286 2021-06-18 08:46:47,535 - mmaction - INFO - Epoch [72][940/1879] lr: 2.000e-03, eta: 8:44:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9332, loss_cls: 0.7563, loss: 0.7563, grad_norm: 4.8014 2021-06-18 08:46:58,677 - mmaction - INFO - Epoch [72][960/1879] lr: 2.000e-03, eta: 8:44:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9258, loss_cls: 0.8183, loss: 0.8183, grad_norm: 5.0108 2021-06-18 08:47:09,823 - mmaction - INFO - Epoch [72][980/1879] lr: 2.000e-03, eta: 8:44:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9402, loss_cls: 0.7683, loss: 0.7683, grad_norm: 4.9604 2021-06-18 08:47:20,965 - mmaction - INFO - Epoch [72][1000/1879] lr: 2.000e-03, eta: 8:43:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9254, loss_cls: 0.8308, loss: 0.8308, grad_norm: 5.0139 2021-06-18 08:47:32,113 - mmaction - INFO - Epoch [72][1020/1879] lr: 2.000e-03, eta: 8:43:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9383, loss_cls: 0.7533, loss: 0.7533, grad_norm: 4.8959 2021-06-18 08:47:43,254 - mmaction - INFO - Epoch [72][1040/1879] lr: 2.000e-03, eta: 8:43:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9273, loss_cls: 0.8510, loss: 0.8510, grad_norm: 5.1136 2021-06-18 08:47:54,387 - mmaction - INFO - Epoch [72][1060/1879] lr: 2.000e-03, eta: 8:43:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9285, loss_cls: 0.8232, loss: 0.8232, grad_norm: 5.0386 2021-06-18 08:48:05,542 - mmaction - INFO - Epoch [72][1080/1879] lr: 2.000e-03, eta: 8:43:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9328, loss_cls: 0.7979, loss: 0.7979, grad_norm: 4.9813 2021-06-18 08:48:16,708 - mmaction - INFO - Epoch [72][1100/1879] lr: 2.000e-03, eta: 8:42:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9348, loss_cls: 0.7960, loss: 0.7960, grad_norm: 4.9633 2021-06-18 08:48:27,861 - mmaction - INFO - Epoch [72][1120/1879] lr: 2.000e-03, eta: 8:42:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9336, loss_cls: 0.7970, loss: 0.7970, grad_norm: 4.9443 2021-06-18 08:48:39,023 - mmaction - INFO - Epoch [72][1140/1879] lr: 2.000e-03, eta: 8:42:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9352, loss_cls: 0.7574, loss: 0.7574, grad_norm: 4.7951 2021-06-18 08:48:50,175 - mmaction - INFO - Epoch [72][1160/1879] lr: 2.000e-03, eta: 8:42:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9250, loss_cls: 0.8402, loss: 0.8402, grad_norm: 5.0358 2021-06-18 08:49:01,320 - mmaction - INFO - Epoch [72][1180/1879] lr: 2.000e-03, eta: 8:42:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7816, top5_acc: 0.9242, loss_cls: 0.8393, loss: 0.8393, grad_norm: 5.0593 2021-06-18 08:49:12,475 - mmaction - INFO - Epoch [72][1200/1879] lr: 2.000e-03, eta: 8:41:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8207, loss: 0.8207, grad_norm: 5.1537 2021-06-18 08:49:23,612 - mmaction - INFO - Epoch [72][1220/1879] lr: 2.000e-03, eta: 8:41:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9344, loss_cls: 0.8178, loss: 0.8178, grad_norm: 4.9945 2021-06-18 08:49:34,756 - mmaction - INFO - Epoch [72][1240/1879] lr: 2.000e-03, eta: 8:41:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9395, loss_cls: 0.7622, loss: 0.7622, grad_norm: 4.7687 2021-06-18 08:49:45,914 - mmaction - INFO - Epoch [72][1260/1879] lr: 2.000e-03, eta: 8:41:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9324, loss_cls: 0.8396, loss: 0.8396, grad_norm: 5.1167 2021-06-18 08:49:57,049 - mmaction - INFO - Epoch [72][1280/1879] lr: 2.000e-03, eta: 8:41:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7730, top5_acc: 0.9340, loss_cls: 0.8355, loss: 0.8355, grad_norm: 5.1872 2021-06-18 08:50:08,220 - mmaction - INFO - Epoch [72][1300/1879] lr: 2.000e-03, eta: 8:40:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7801, top5_acc: 0.9281, loss_cls: 0.8304, loss: 0.8304, grad_norm: 5.0399 2021-06-18 08:50:19,368 - mmaction - INFO - Epoch [72][1320/1879] lr: 2.000e-03, eta: 8:40:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9297, loss_cls: 0.8134, loss: 0.8134, grad_norm: 4.9724 2021-06-18 08:50:30,526 - mmaction - INFO - Epoch [72][1340/1879] lr: 2.000e-03, eta: 8:40:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9367, loss_cls: 0.7693, loss: 0.7693, grad_norm: 4.9825 2021-06-18 08:50:41,667 - mmaction - INFO - Epoch [72][1360/1879] lr: 2.000e-03, eta: 8:40:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9359, loss_cls: 0.7977, loss: 0.7977, grad_norm: 5.0032 2021-06-18 08:50:52,824 - mmaction - INFO - Epoch [72][1380/1879] lr: 2.000e-03, eta: 8:40:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9254, loss_cls: 0.7906, loss: 0.7906, grad_norm: 4.8963 2021-06-18 08:51:03,963 - mmaction - INFO - Epoch [72][1400/1879] lr: 2.000e-03, eta: 8:39:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9238, loss_cls: 0.8262, loss: 0.8262, grad_norm: 5.0568 2021-06-18 08:51:15,096 - mmaction - INFO - Epoch [72][1420/1879] lr: 2.000e-03, eta: 8:39:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9348, loss_cls: 0.8143, loss: 0.8143, grad_norm: 4.9799 2021-06-18 08:51:26,234 - mmaction - INFO - Epoch [72][1440/1879] lr: 2.000e-03, eta: 8:39:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9301, loss_cls: 0.8090, loss: 0.8090, grad_norm: 5.0167 2021-06-18 08:51:37,393 - mmaction - INFO - Epoch [72][1460/1879] lr: 2.000e-03, eta: 8:39:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9348, loss_cls: 0.7950, loss: 0.7950, grad_norm: 4.9572 2021-06-18 08:51:48,537 - mmaction - INFO - Epoch [72][1480/1879] lr: 2.000e-03, eta: 8:39:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8214, loss: 0.8214, grad_norm: 5.0698 2021-06-18 08:51:59,681 - mmaction - INFO - Epoch [72][1500/1879] lr: 2.000e-03, eta: 8:38:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9199, loss_cls: 0.8790, loss: 0.8790, grad_norm: 5.1508 2021-06-18 08:52:10,847 - mmaction - INFO - Epoch [72][1520/1879] lr: 2.000e-03, eta: 8:38:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9289, loss_cls: 0.8263, loss: 0.8263, grad_norm: 5.0888 2021-06-18 08:52:21,999 - mmaction - INFO - Epoch [72][1540/1879] lr: 2.000e-03, eta: 8:38:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9281, loss_cls: 0.8245, loss: 0.8245, grad_norm: 5.0662 2021-06-18 08:52:33,153 - mmaction - INFO - Epoch [72][1560/1879] lr: 2.000e-03, eta: 8:38:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9285, loss_cls: 0.8166, loss: 0.8166, grad_norm: 5.1104 2021-06-18 08:52:44,307 - mmaction - INFO - Epoch [72][1580/1879] lr: 2.000e-03, eta: 8:38:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9289, loss_cls: 0.7993, loss: 0.7993, grad_norm: 4.8243 2021-06-18 08:52:55,475 - mmaction - INFO - Epoch [72][1600/1879] lr: 2.000e-03, eta: 8:37:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9371, loss_cls: 0.7759, loss: 0.7759, grad_norm: 5.0055 2021-06-18 08:53:06,625 - mmaction - INFO - Epoch [72][1620/1879] lr: 2.000e-03, eta: 8:37:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9297, loss_cls: 0.8257, loss: 0.8257, grad_norm: 4.9865 2021-06-18 08:53:17,772 - mmaction - INFO - Epoch [72][1640/1879] lr: 2.000e-03, eta: 8:37:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9332, loss_cls: 0.7936, loss: 0.7936, grad_norm: 5.0163 2021-06-18 08:53:28,922 - mmaction - INFO - Epoch [72][1660/1879] lr: 2.000e-03, eta: 8:37:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9258, loss_cls: 0.8606, loss: 0.8606, grad_norm: 5.1837 2021-06-18 08:53:40,062 - mmaction - INFO - Epoch [72][1680/1879] lr: 2.000e-03, eta: 8:37:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9340, loss_cls: 0.8186, loss: 0.8186, grad_norm: 5.0774 2021-06-18 08:53:51,209 - mmaction - INFO - Epoch [72][1700/1879] lr: 2.000e-03, eta: 8:36:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9437, loss_cls: 0.7509, loss: 0.7509, grad_norm: 4.9565 2021-06-18 08:54:02,317 - mmaction - INFO - Epoch [72][1720/1879] lr: 2.000e-03, eta: 8:36:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9277, loss_cls: 0.8250, loss: 0.8250, grad_norm: 5.0032 2021-06-18 08:54:13,474 - mmaction - INFO - Epoch [72][1740/1879] lr: 2.000e-03, eta: 8:36:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9379, loss_cls: 0.7563, loss: 0.7563, grad_norm: 4.8720 2021-06-18 08:54:24,625 - mmaction - INFO - Epoch [72][1760/1879] lr: 2.000e-03, eta: 8:36:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9242, loss_cls: 0.8211, loss: 0.8211, grad_norm: 5.0215 2021-06-18 08:54:35,787 - mmaction - INFO - Epoch [72][1780/1879] lr: 2.000e-03, eta: 8:36:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9199, loss_cls: 0.8438, loss: 0.8438, grad_norm: 5.0145 2021-06-18 08:54:46,949 - mmaction - INFO - Epoch [72][1800/1879] lr: 2.000e-03, eta: 8:35:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9332, loss_cls: 0.8082, loss: 0.8082, grad_norm: 5.0669 2021-06-18 08:54:58,092 - mmaction - INFO - Epoch [72][1820/1879] lr: 2.000e-03, eta: 8:35:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.8026, loss: 0.8026, grad_norm: 4.8102 2021-06-18 08:55:09,242 - mmaction - INFO - Epoch [72][1840/1879] lr: 2.000e-03, eta: 8:35:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9285, loss_cls: 0.8201, loss: 0.8201, grad_norm: 4.9599 2021-06-18 08:55:20,387 - mmaction - INFO - Epoch [72][1860/1879] lr: 2.000e-03, eta: 8:35:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8429, loss: 0.8429, grad_norm: 5.0899 2021-06-18 08:55:33,335 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-06-18 08:56:51,946 - mmaction - INFO - Epoch [73][20/1879] lr: 2.000e-03, eta: 8:35:13, time: 3.892, data_time: 3.313, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9359, loss_cls: 0.7407, loss: 0.7407, grad_norm: 4.8186 2021-06-18 08:57:03,111 - mmaction - INFO - Epoch [73][40/1879] lr: 2.000e-03, eta: 8:35:01, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9363, loss_cls: 0.7777, loss: 0.7777, grad_norm: 4.9878 2021-06-18 08:57:14,175 - mmaction - INFO - Epoch [73][60/1879] lr: 2.000e-03, eta: 8:34:49, time: 0.553, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8224, loss: 0.8224, grad_norm: 5.0489 2021-06-18 08:57:25,298 - mmaction - INFO - Epoch [73][80/1879] lr: 2.000e-03, eta: 8:34:37, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7528, loss: 0.7528, grad_norm: 4.8856 2021-06-18 08:57:36,434 - mmaction - INFO - Epoch [73][100/1879] lr: 2.000e-03, eta: 8:34:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9324, loss_cls: 0.7877, loss: 0.7877, grad_norm: 4.9526 2021-06-18 08:57:47,556 - mmaction - INFO - Epoch [73][120/1879] lr: 2.000e-03, eta: 8:34:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9309, loss_cls: 0.8079, loss: 0.8079, grad_norm: 4.9698 2021-06-18 08:57:58,684 - mmaction - INFO - Epoch [73][140/1879] lr: 2.000e-03, eta: 8:34:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9246, loss_cls: 0.8261, loss: 0.8261, grad_norm: 5.0213 2021-06-18 08:58:09,821 - mmaction - INFO - Epoch [73][160/1879] lr: 2.000e-03, eta: 8:33:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9270, loss_cls: 0.8155, loss: 0.8155, grad_norm: 5.1007 2021-06-18 08:58:20,947 - mmaction - INFO - Epoch [73][180/1879] lr: 2.000e-03, eta: 8:33:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9297, loss_cls: 0.8127, loss: 0.8127, grad_norm: 5.1492 2021-06-18 08:58:32,100 - mmaction - INFO - Epoch [73][200/1879] lr: 2.000e-03, eta: 8:33:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9305, loss_cls: 0.8120, loss: 0.8120, grad_norm: 5.1061 2021-06-18 08:58:43,235 - mmaction - INFO - Epoch [73][220/1879] lr: 2.000e-03, eta: 8:33:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9379, loss_cls: 0.7547, loss: 0.7547, grad_norm: 4.8825 2021-06-18 08:58:54,396 - mmaction - INFO - Epoch [73][240/1879] lr: 2.000e-03, eta: 8:33:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9305, loss_cls: 0.8275, loss: 0.8275, grad_norm: 5.0653 2021-06-18 08:59:05,543 - mmaction - INFO - Epoch [73][260/1879] lr: 2.000e-03, eta: 8:32:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9348, loss_cls: 0.7921, loss: 0.7921, grad_norm: 4.9936 2021-06-18 08:59:16,683 - mmaction - INFO - Epoch [73][280/1879] lr: 2.000e-03, eta: 8:32:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8088, loss: 0.8088, grad_norm: 5.1621 2021-06-18 08:59:27,829 - mmaction - INFO - Epoch [73][300/1879] lr: 2.000e-03, eta: 8:32:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9320, loss_cls: 0.8010, loss: 0.8010, grad_norm: 4.8939 2021-06-18 08:59:38,983 - mmaction - INFO - Epoch [73][320/1879] lr: 2.000e-03, eta: 8:32:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8139, loss: 0.8139, grad_norm: 5.1634 2021-06-18 08:59:50,143 - mmaction - INFO - Epoch [73][340/1879] lr: 2.000e-03, eta: 8:32:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9359, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.2144 2021-06-18 09:00:01,289 - mmaction - INFO - Epoch [73][360/1879] lr: 2.000e-03, eta: 8:31:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9340, loss_cls: 0.7588, loss: 0.7588, grad_norm: 4.8352 2021-06-18 09:00:12,440 - mmaction - INFO - Epoch [73][380/1879] lr: 2.000e-03, eta: 8:31:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8328, loss: 0.8328, grad_norm: 5.1620 2021-06-18 09:00:23,569 - mmaction - INFO - Epoch [73][400/1879] lr: 2.000e-03, eta: 8:31:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9324, loss_cls: 0.8095, loss: 0.8095, grad_norm: 4.9491 2021-06-18 09:00:34,693 - mmaction - INFO - Epoch [73][420/1879] lr: 2.000e-03, eta: 8:31:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9359, loss_cls: 0.7837, loss: 0.7837, grad_norm: 5.0071 2021-06-18 09:00:45,880 - mmaction - INFO - Epoch [73][440/1879] lr: 2.000e-03, eta: 8:31:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9391, loss_cls: 0.7476, loss: 0.7476, grad_norm: 4.7803 2021-06-18 09:00:57,035 - mmaction - INFO - Epoch [73][460/1879] lr: 2.000e-03, eta: 8:30:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9285, loss_cls: 0.7860, loss: 0.7860, grad_norm: 5.0354 2021-06-18 09:01:08,192 - mmaction - INFO - Epoch [73][480/1879] lr: 2.000e-03, eta: 8:30:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9355, loss_cls: 0.7937, loss: 0.7937, grad_norm: 4.9529 2021-06-18 09:01:19,350 - mmaction - INFO - Epoch [73][500/1879] lr: 2.000e-03, eta: 8:30:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9367, loss_cls: 0.7816, loss: 0.7816, grad_norm: 4.8622 2021-06-18 09:01:30,484 - mmaction - INFO - Epoch [73][520/1879] lr: 2.000e-03, eta: 8:30:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9359, loss_cls: 0.7730, loss: 0.7730, grad_norm: 4.9547 2021-06-18 09:01:41,644 - mmaction - INFO - Epoch [73][540/1879] lr: 2.000e-03, eta: 8:30:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9332, loss_cls: 0.7920, loss: 0.7920, grad_norm: 4.8975 2021-06-18 09:01:52,802 - mmaction - INFO - Epoch [73][560/1879] lr: 2.000e-03, eta: 8:29:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9387, loss_cls: 0.7831, loss: 0.7831, grad_norm: 4.9641 2021-06-18 09:02:03,942 - mmaction - INFO - Epoch [73][580/1879] lr: 2.000e-03, eta: 8:29:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9285, loss_cls: 0.7916, loss: 0.7916, grad_norm: 5.0197 2021-06-18 09:02:15,080 - mmaction - INFO - Epoch [73][600/1879] lr: 2.000e-03, eta: 8:29:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9363, loss_cls: 0.7688, loss: 0.7688, grad_norm: 4.9712 2021-06-18 09:02:26,241 - mmaction - INFO - Epoch [73][620/1879] lr: 2.000e-03, eta: 8:29:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9402, loss_cls: 0.7491, loss: 0.7491, grad_norm: 4.9342 2021-06-18 09:02:37,409 - mmaction - INFO - Epoch [73][640/1879] lr: 2.000e-03, eta: 8:29:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.7620, loss: 0.7620, grad_norm: 4.9768 2021-06-18 09:02:48,563 - mmaction - INFO - Epoch [73][660/1879] lr: 2.000e-03, eta: 8:28:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9340, loss_cls: 0.8022, loss: 0.8022, grad_norm: 4.9640 2021-06-18 09:02:59,714 - mmaction - INFO - Epoch [73][680/1879] lr: 2.000e-03, eta: 8:28:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9348, loss_cls: 0.7660, loss: 0.7660, grad_norm: 4.9759 2021-06-18 09:03:10,866 - mmaction - INFO - Epoch [73][700/1879] lr: 2.000e-03, eta: 8:28:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9344, loss_cls: 0.7896, loss: 0.7896, grad_norm: 4.9783 2021-06-18 09:03:22,016 - mmaction - INFO - Epoch [73][720/1879] lr: 2.000e-03, eta: 8:28:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9262, loss_cls: 0.8288, loss: 0.8288, grad_norm: 5.1021 2021-06-18 09:03:33,147 - mmaction - INFO - Epoch [73][740/1879] lr: 2.000e-03, eta: 8:28:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9285, loss_cls: 0.8095, loss: 0.8095, grad_norm: 5.0274 2021-06-18 09:03:44,323 - mmaction - INFO - Epoch [73][760/1879] lr: 2.000e-03, eta: 8:27:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9285, loss_cls: 0.8325, loss: 0.8325, grad_norm: 5.1056 2021-06-18 09:03:55,482 - mmaction - INFO - Epoch [73][780/1879] lr: 2.000e-03, eta: 8:27:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9391, loss_cls: 0.7658, loss: 0.7658, grad_norm: 4.9450 2021-06-18 09:04:06,634 - mmaction - INFO - Epoch [73][800/1879] lr: 2.000e-03, eta: 8:27:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8288, loss: 0.8288, grad_norm: 5.1337 2021-06-18 09:04:17,771 - mmaction - INFO - Epoch [73][820/1879] lr: 2.000e-03, eta: 8:27:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9340, loss_cls: 0.8053, loss: 0.8053, grad_norm: 5.0379 2021-06-18 09:04:28,936 - mmaction - INFO - Epoch [73][840/1879] lr: 2.000e-03, eta: 8:27:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9277, loss_cls: 0.8003, loss: 0.8003, grad_norm: 5.0753 2021-06-18 09:04:40,093 - mmaction - INFO - Epoch [73][860/1879] lr: 2.000e-03, eta: 8:26:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9320, loss_cls: 0.7929, loss: 0.7929, grad_norm: 4.9630 2021-06-18 09:04:51,291 - mmaction - INFO - Epoch [73][880/1879] lr: 2.000e-03, eta: 8:26:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9340, loss_cls: 0.7721, loss: 0.7721, grad_norm: 4.9971 2021-06-18 09:05:02,452 - mmaction - INFO - Epoch [73][900/1879] lr: 2.000e-03, eta: 8:26:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9320, loss_cls: 0.7822, loss: 0.7822, grad_norm: 4.9479 2021-06-18 09:05:13,600 - mmaction - INFO - Epoch [73][920/1879] lr: 2.000e-03, eta: 8:26:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9348, loss_cls: 0.8236, loss: 0.8236, grad_norm: 5.0510 2021-06-18 09:05:24,740 - mmaction - INFO - Epoch [73][940/1879] lr: 2.000e-03, eta: 8:26:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.7985, loss: 0.7985, grad_norm: 5.1176 2021-06-18 09:05:35,894 - mmaction - INFO - Epoch [73][960/1879] lr: 2.000e-03, eta: 8:25:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9363, loss_cls: 0.7756, loss: 0.7756, grad_norm: 4.9173 2021-06-18 09:05:47,057 - mmaction - INFO - Epoch [73][980/1879] lr: 2.000e-03, eta: 8:25:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9355, loss_cls: 0.7503, loss: 0.7503, grad_norm: 4.8687 2021-06-18 09:05:58,198 - mmaction - INFO - Epoch [73][1000/1879] lr: 2.000e-03, eta: 8:25:26, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9316, loss_cls: 0.7998, loss: 0.7998, grad_norm: 5.0789 2021-06-18 09:06:09,359 - mmaction - INFO - Epoch [73][1020/1879] lr: 2.000e-03, eta: 8:25:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.8179, loss: 0.8179, grad_norm: 5.0695 2021-06-18 09:06:20,508 - mmaction - INFO - Epoch [73][1040/1879] lr: 2.000e-03, eta: 8:25:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9242, loss_cls: 0.8352, loss: 0.8352, grad_norm: 5.0772 2021-06-18 09:06:31,656 - mmaction - INFO - Epoch [73][1060/1879] lr: 2.000e-03, eta: 8:24:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9324, loss_cls: 0.7753, loss: 0.7753, grad_norm: 4.9347 2021-06-18 09:06:42,804 - mmaction - INFO - Epoch [73][1080/1879] lr: 2.000e-03, eta: 8:24:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9316, loss_cls: 0.8233, loss: 0.8233, grad_norm: 5.0866 2021-06-18 09:06:53,946 - mmaction - INFO - Epoch [73][1100/1879] lr: 2.000e-03, eta: 8:24:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9270, loss_cls: 0.8290, loss: 0.8290, grad_norm: 5.0134 2021-06-18 09:07:05,086 - mmaction - INFO - Epoch [73][1120/1879] lr: 2.000e-03, eta: 8:24:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9406, loss_cls: 0.7547, loss: 0.7547, grad_norm: 4.9186 2021-06-18 09:07:16,223 - mmaction - INFO - Epoch [73][1140/1879] lr: 2.000e-03, eta: 8:24:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9246, loss_cls: 0.8181, loss: 0.8181, grad_norm: 5.0694 2021-06-18 09:07:27,381 - mmaction - INFO - Epoch [73][1160/1879] lr: 2.000e-03, eta: 8:23:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9281, loss_cls: 0.8142, loss: 0.8142, grad_norm: 4.9820 2021-06-18 09:07:38,569 - mmaction - INFO - Epoch [73][1180/1879] lr: 2.000e-03, eta: 8:23:38, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9336, loss_cls: 0.8045, loss: 0.8045, grad_norm: 5.0600 2021-06-18 09:07:49,661 - mmaction - INFO - Epoch [73][1200/1879] lr: 2.000e-03, eta: 8:23:26, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9359, loss_cls: 0.8023, loss: 0.8023, grad_norm: 5.0733 2021-06-18 09:08:00,804 - mmaction - INFO - Epoch [73][1220/1879] lr: 2.000e-03, eta: 8:23:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9242, loss_cls: 0.8286, loss: 0.8286, grad_norm: 5.0828 2021-06-18 09:08:11,922 - mmaction - INFO - Epoch [73][1240/1879] lr: 2.000e-03, eta: 8:23:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8373, loss: 0.8373, grad_norm: 5.0604 2021-06-18 09:08:23,059 - mmaction - INFO - Epoch [73][1260/1879] lr: 2.000e-03, eta: 8:22:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8093, loss: 0.8093, grad_norm: 5.0671 2021-06-18 09:08:34,201 - mmaction - INFO - Epoch [73][1280/1879] lr: 2.000e-03, eta: 8:22:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8590, loss: 0.8590, grad_norm: 5.1548 2021-06-18 09:08:45,372 - mmaction - INFO - Epoch [73][1300/1879] lr: 2.000e-03, eta: 8:22:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9348, loss_cls: 0.7885, loss: 0.7885, grad_norm: 4.9709 2021-06-18 09:08:56,523 - mmaction - INFO - Epoch [73][1320/1879] lr: 2.000e-03, eta: 8:22:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9336, loss_cls: 0.7973, loss: 0.7973, grad_norm: 5.0021 2021-06-18 09:09:07,674 - mmaction - INFO - Epoch [73][1340/1879] lr: 2.000e-03, eta: 8:22:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9026, loss: 0.9026, grad_norm: 5.3202 2021-06-18 09:09:18,809 - mmaction - INFO - Epoch [73][1360/1879] lr: 2.000e-03, eta: 8:21:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9328, loss_cls: 0.8000, loss: 0.8000, grad_norm: 5.0264 2021-06-18 09:09:29,963 - mmaction - INFO - Epoch [73][1380/1879] lr: 2.000e-03, eta: 8:21:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8187, loss: 0.8187, grad_norm: 5.0800 2021-06-18 09:09:41,098 - mmaction - INFO - Epoch [73][1400/1879] lr: 2.000e-03, eta: 8:21:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9355, loss_cls: 0.7974, loss: 0.7974, grad_norm: 5.2986 2021-06-18 09:09:52,251 - mmaction - INFO - Epoch [73][1420/1879] lr: 2.000e-03, eta: 8:21:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9285, loss_cls: 0.8080, loss: 0.8080, grad_norm: 5.0436 2021-06-18 09:10:03,432 - mmaction - INFO - Epoch [73][1440/1879] lr: 2.000e-03, eta: 8:21:02, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9371, loss_cls: 0.8042, loss: 0.8042, grad_norm: 5.0682 2021-06-18 09:10:14,548 - mmaction - INFO - Epoch [73][1460/1879] lr: 2.000e-03, eta: 8:20:50, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.7986, loss: 0.7986, grad_norm: 5.0617 2021-06-18 09:10:25,702 - mmaction - INFO - Epoch [73][1480/1879] lr: 2.000e-03, eta: 8:20:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9316, loss_cls: 0.8003, loss: 0.8003, grad_norm: 4.9749 2021-06-18 09:10:36,847 - mmaction - INFO - Epoch [73][1500/1879] lr: 2.000e-03, eta: 8:20:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9230, loss_cls: 0.8714, loss: 0.8714, grad_norm: 5.2462 2021-06-18 09:10:47,991 - mmaction - INFO - Epoch [73][1520/1879] lr: 2.000e-03, eta: 8:20:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9348, loss_cls: 0.7792, loss: 0.7792, grad_norm: 4.9845 2021-06-18 09:10:59,140 - mmaction - INFO - Epoch [73][1540/1879] lr: 2.000e-03, eta: 8:20:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8154, loss: 0.8154, grad_norm: 5.1244 2021-06-18 09:11:10,281 - mmaction - INFO - Epoch [73][1560/1879] lr: 2.000e-03, eta: 8:19:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9422, loss_cls: 0.7636, loss: 0.7636, grad_norm: 4.9722 2021-06-18 09:11:21,401 - mmaction - INFO - Epoch [73][1580/1879] lr: 2.000e-03, eta: 8:19:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9309, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.1214 2021-06-18 09:11:32,536 - mmaction - INFO - Epoch [73][1600/1879] lr: 2.000e-03, eta: 8:19:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9223, loss_cls: 0.8637, loss: 0.8637, grad_norm: 5.2945 2021-06-18 09:11:43,681 - mmaction - INFO - Epoch [73][1620/1879] lr: 2.000e-03, eta: 8:19:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9238, loss_cls: 0.8265, loss: 0.8265, grad_norm: 5.1710 2021-06-18 09:11:54,829 - mmaction - INFO - Epoch [73][1640/1879] lr: 2.000e-03, eta: 8:19:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7770, top5_acc: 0.9211, loss_cls: 0.8563, loss: 0.8563, grad_norm: 5.1978 2021-06-18 09:12:05,975 - mmaction - INFO - Epoch [73][1660/1879] lr: 2.000e-03, eta: 8:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9277, loss_cls: 0.8428, loss: 0.8428, grad_norm: 5.2111 2021-06-18 09:12:17,129 - mmaction - INFO - Epoch [73][1680/1879] lr: 2.000e-03, eta: 8:18:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9355, loss_cls: 0.7744, loss: 0.7744, grad_norm: 4.9239 2021-06-18 09:12:28,264 - mmaction - INFO - Epoch [73][1700/1879] lr: 2.000e-03, eta: 8:18:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8550, loss: 0.8550, grad_norm: 5.2644 2021-06-18 09:12:39,410 - mmaction - INFO - Epoch [73][1720/1879] lr: 2.000e-03, eta: 8:18:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9332, loss_cls: 0.8248, loss: 0.8248, grad_norm: 5.0815 2021-06-18 09:12:50,551 - mmaction - INFO - Epoch [73][1740/1879] lr: 2.000e-03, eta: 8:18:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7762, top5_acc: 0.9313, loss_cls: 0.8344, loss: 0.8344, grad_norm: 5.1754 2021-06-18 09:13:01,721 - mmaction - INFO - Epoch [73][1760/1879] lr: 2.000e-03, eta: 8:17:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9344, loss_cls: 0.7638, loss: 0.7638, grad_norm: 4.9958 2021-06-18 09:13:12,871 - mmaction - INFO - Epoch [73][1780/1879] lr: 2.000e-03, eta: 8:17:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8338, loss: 0.8338, grad_norm: 5.1444 2021-06-18 09:13:24,017 - mmaction - INFO - Epoch [73][1800/1879] lr: 2.000e-03, eta: 8:17:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9277, loss_cls: 0.7980, loss: 0.7980, grad_norm: 4.9773 2021-06-18 09:13:35,170 - mmaction - INFO - Epoch [73][1820/1879] lr: 2.000e-03, eta: 8:17:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9352, loss_cls: 0.7912, loss: 0.7912, grad_norm: 4.9604 2021-06-18 09:13:46,286 - mmaction - INFO - Epoch [73][1840/1879] lr: 2.000e-03, eta: 8:17:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9359, loss_cls: 0.8017, loss: 0.8017, grad_norm: 5.0665 2021-06-18 09:13:57,449 - mmaction - INFO - Epoch [73][1860/1879] lr: 2.000e-03, eta: 8:16:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7787, loss: 0.7787, grad_norm: 5.0024 2021-06-18 09:14:11,438 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-06-18 09:15:39,272 - mmaction - INFO - Epoch [74][20/1879] lr: 2.000e-03, eta: 8:16:51, time: 4.351, data_time: 3.780, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9363, loss_cls: 0.7931, loss: 0.7931, grad_norm: 5.0916 2021-06-18 09:15:50,411 - mmaction - INFO - Epoch [74][40/1879] lr: 2.000e-03, eta: 8:16:39, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9375, loss_cls: 0.7852, loss: 0.7852, grad_norm: 4.9540 2021-06-18 09:16:01,535 - mmaction - INFO - Epoch [74][60/1879] lr: 2.000e-03, eta: 8:16:27, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9387, loss_cls: 0.7651, loss: 0.7651, grad_norm: 5.0361 2021-06-18 09:16:12,651 - mmaction - INFO - Epoch [74][80/1879] lr: 2.000e-03, eta: 8:16:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9313, loss_cls: 0.8038, loss: 0.8038, grad_norm: 5.1209 2021-06-18 09:16:23,771 - mmaction - INFO - Epoch [74][100/1879] lr: 2.000e-03, eta: 8:16:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9328, loss_cls: 0.8000, loss: 0.8000, grad_norm: 5.0968 2021-06-18 09:16:34,924 - mmaction - INFO - Epoch [74][120/1879] lr: 2.000e-03, eta: 8:15:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9387, loss_cls: 0.7856, loss: 0.7856, grad_norm: 5.1190 2021-06-18 09:16:46,050 - mmaction - INFO - Epoch [74][140/1879] lr: 2.000e-03, eta: 8:15:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9410, loss_cls: 0.7432, loss: 0.7432, grad_norm: 4.8481 2021-06-18 09:16:57,188 - mmaction - INFO - Epoch [74][160/1879] lr: 2.000e-03, eta: 8:15:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9395, loss_cls: 0.7540, loss: 0.7540, grad_norm: 4.9120 2021-06-18 09:17:08,312 - mmaction - INFO - Epoch [74][180/1879] lr: 2.000e-03, eta: 8:15:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9402, loss_cls: 0.7679, loss: 0.7679, grad_norm: 5.0009 2021-06-18 09:17:19,434 - mmaction - INFO - Epoch [74][200/1879] lr: 2.000e-03, eta: 8:15:03, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9355, loss_cls: 0.7719, loss: 0.7719, grad_norm: 4.9502 2021-06-18 09:17:30,566 - mmaction - INFO - Epoch [74][220/1879] lr: 2.000e-03, eta: 8:14:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9375, loss_cls: 0.7485, loss: 0.7485, grad_norm: 4.9477 2021-06-18 09:17:41,703 - mmaction - INFO - Epoch [74][240/1879] lr: 2.000e-03, eta: 8:14:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9336, loss_cls: 0.7848, loss: 0.7848, grad_norm: 5.0212 2021-06-18 09:17:52,863 - mmaction - INFO - Epoch [74][260/1879] lr: 2.000e-03, eta: 8:14:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9340, loss_cls: 0.7782, loss: 0.7782, grad_norm: 4.9212 2021-06-18 09:18:04,005 - mmaction - INFO - Epoch [74][280/1879] lr: 2.000e-03, eta: 8:14:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9398, loss_cls: 0.7589, loss: 0.7589, grad_norm: 4.9341 2021-06-18 09:18:15,146 - mmaction - INFO - Epoch [74][300/1879] lr: 2.000e-03, eta: 8:14:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9426, loss_cls: 0.7315, loss: 0.7315, grad_norm: 4.7668 2021-06-18 09:18:26,283 - mmaction - INFO - Epoch [74][320/1879] lr: 2.000e-03, eta: 8:13:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9379, loss_cls: 0.7894, loss: 0.7894, grad_norm: 5.1555 2021-06-18 09:18:37,451 - mmaction - INFO - Epoch [74][340/1879] lr: 2.000e-03, eta: 8:13:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9340, loss_cls: 0.7766, loss: 0.7766, grad_norm: 4.9284 2021-06-18 09:18:48,595 - mmaction - INFO - Epoch [74][360/1879] lr: 2.000e-03, eta: 8:13:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9328, loss_cls: 0.7737, loss: 0.7737, grad_norm: 5.0177 2021-06-18 09:18:59,736 - mmaction - INFO - Epoch [74][380/1879] lr: 2.000e-03, eta: 8:13:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9348, loss_cls: 0.7773, loss: 0.7773, grad_norm: 5.0399 2021-06-18 09:19:10,884 - mmaction - INFO - Epoch [74][400/1879] lr: 2.000e-03, eta: 8:13:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9277, loss_cls: 0.8484, loss: 0.8484, grad_norm: 5.1901 2021-06-18 09:19:22,001 - mmaction - INFO - Epoch [74][420/1879] lr: 2.000e-03, eta: 8:12:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7844, loss: 0.7844, grad_norm: 4.9404 2021-06-18 09:19:33,142 - mmaction - INFO - Epoch [74][440/1879] lr: 2.000e-03, eta: 8:12:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9363, loss_cls: 0.7736, loss: 0.7736, grad_norm: 4.9131 2021-06-18 09:19:44,275 - mmaction - INFO - Epoch [74][460/1879] lr: 2.000e-03, eta: 8:12:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9379, loss_cls: 0.7801, loss: 0.7801, grad_norm: 4.9403 2021-06-18 09:19:55,459 - mmaction - INFO - Epoch [74][480/1879] lr: 2.000e-03, eta: 8:12:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9367, loss_cls: 0.7674, loss: 0.7674, grad_norm: 5.0836 2021-06-18 09:20:06,639 - mmaction - INFO - Epoch [74][500/1879] lr: 2.000e-03, eta: 8:12:04, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9387, loss_cls: 0.7677, loss: 0.7677, grad_norm: 5.0236 2021-06-18 09:20:17,788 - mmaction - INFO - Epoch [74][520/1879] lr: 2.000e-03, eta: 8:11:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9301, loss_cls: 0.7759, loss: 0.7759, grad_norm: 5.0357 2021-06-18 09:20:28,970 - mmaction - INFO - Epoch [74][540/1879] lr: 2.000e-03, eta: 8:11:40, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9437, loss_cls: 0.7125, loss: 0.7125, grad_norm: 4.7310 2021-06-18 09:20:40,081 - mmaction - INFO - Epoch [74][560/1879] lr: 2.000e-03, eta: 8:11:28, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9359, loss_cls: 0.7436, loss: 0.7436, grad_norm: 4.8967 2021-06-18 09:20:51,216 - mmaction - INFO - Epoch [74][580/1879] lr: 2.000e-03, eta: 8:11:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8166, loss: 0.8166, grad_norm: 5.1189 2021-06-18 09:21:02,359 - mmaction - INFO - Epoch [74][600/1879] lr: 2.000e-03, eta: 8:11:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9332, loss_cls: 0.7975, loss: 0.7975, grad_norm: 5.0309 2021-06-18 09:21:13,520 - mmaction - INFO - Epoch [74][620/1879] lr: 2.000e-03, eta: 8:10:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9324, loss_cls: 0.7785, loss: 0.7785, grad_norm: 4.9858 2021-06-18 09:21:24,635 - mmaction - INFO - Epoch [74][640/1879] lr: 2.000e-03, eta: 8:10:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9324, loss_cls: 0.7768, loss: 0.7768, grad_norm: 4.8965 2021-06-18 09:21:35,788 - mmaction - INFO - Epoch [74][660/1879] lr: 2.000e-03, eta: 8:10:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9344, loss_cls: 0.8148, loss: 0.8148, grad_norm: 5.1015 2021-06-18 09:21:46,924 - mmaction - INFO - Epoch [74][680/1879] lr: 2.000e-03, eta: 8:10:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9340, loss_cls: 0.7885, loss: 0.7885, grad_norm: 4.8918 2021-06-18 09:21:58,098 - mmaction - INFO - Epoch [74][700/1879] lr: 2.000e-03, eta: 8:10:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9219, loss_cls: 0.8316, loss: 0.8316, grad_norm: 5.1444 2021-06-18 09:22:09,244 - mmaction - INFO - Epoch [74][720/1879] lr: 2.000e-03, eta: 8:09:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9316, loss_cls: 0.7871, loss: 0.7871, grad_norm: 4.8440 2021-06-18 09:22:20,367 - mmaction - INFO - Epoch [74][740/1879] lr: 2.000e-03, eta: 8:09:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9402, loss_cls: 0.7807, loss: 0.7807, grad_norm: 5.0897 2021-06-18 09:22:31,492 - mmaction - INFO - Epoch [74][760/1879] lr: 2.000e-03, eta: 8:09:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9387, loss_cls: 0.7589, loss: 0.7589, grad_norm: 5.0815 2021-06-18 09:22:42,625 - mmaction - INFO - Epoch [74][780/1879] lr: 2.000e-03, eta: 8:09:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.7760, loss: 0.7760, grad_norm: 5.0989 2021-06-18 09:22:53,781 - mmaction - INFO - Epoch [74][800/1879] lr: 2.000e-03, eta: 8:09:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9277, loss_cls: 0.8245, loss: 0.8245, grad_norm: 5.1572 2021-06-18 09:23:04,931 - mmaction - INFO - Epoch [74][820/1879] lr: 2.000e-03, eta: 8:08:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9379, loss_cls: 0.7554, loss: 0.7554, grad_norm: 4.9171 2021-06-18 09:23:16,073 - mmaction - INFO - Epoch [74][840/1879] lr: 2.000e-03, eta: 8:08:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9293, loss_cls: 0.8126, loss: 0.8126, grad_norm: 5.0740 2021-06-18 09:23:27,221 - mmaction - INFO - Epoch [74][860/1879] lr: 2.000e-03, eta: 8:08:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9336, loss_cls: 0.7992, loss: 0.7992, grad_norm: 4.9857 2021-06-18 09:23:38,365 - mmaction - INFO - Epoch [74][880/1879] lr: 2.000e-03, eta: 8:08:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9277, loss_cls: 0.8386, loss: 0.8386, grad_norm: 5.1703 2021-06-18 09:23:49,527 - mmaction - INFO - Epoch [74][900/1879] lr: 2.000e-03, eta: 8:08:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9402, loss_cls: 0.7874, loss: 0.7874, grad_norm: 5.0643 2021-06-18 09:24:00,681 - mmaction - INFO - Epoch [74][920/1879] lr: 2.000e-03, eta: 8:07:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9348, loss_cls: 0.8068, loss: 0.8068, grad_norm: 5.0459 2021-06-18 09:24:11,818 - mmaction - INFO - Epoch [74][940/1879] lr: 2.000e-03, eta: 8:07:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9387, loss_cls: 0.7688, loss: 0.7688, grad_norm: 5.0131 2021-06-18 09:24:22,966 - mmaction - INFO - Epoch [74][960/1879] lr: 2.000e-03, eta: 8:07:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8411, loss: 0.8411, grad_norm: 5.1717 2021-06-18 09:24:34,091 - mmaction - INFO - Epoch [74][980/1879] lr: 2.000e-03, eta: 8:07:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9359, loss_cls: 0.8020, loss: 0.8020, grad_norm: 5.0998 2021-06-18 09:24:45,237 - mmaction - INFO - Epoch [74][1000/1879] lr: 2.000e-03, eta: 8:07:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9387, loss_cls: 0.7799, loss: 0.7799, grad_norm: 4.9569 2021-06-18 09:24:56,404 - mmaction - INFO - Epoch [74][1020/1879] lr: 2.000e-03, eta: 8:06:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9332, loss_cls: 0.7932, loss: 0.7932, grad_norm: 5.0780 2021-06-18 09:25:07,564 - mmaction - INFO - Epoch [74][1040/1879] lr: 2.000e-03, eta: 8:06:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9301, loss_cls: 0.7832, loss: 0.7832, grad_norm: 5.0916 2021-06-18 09:25:18,738 - mmaction - INFO - Epoch [74][1060/1879] lr: 2.000e-03, eta: 8:06:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9387, loss_cls: 0.7748, loss: 0.7748, grad_norm: 4.9251 2021-06-18 09:25:29,870 - mmaction - INFO - Epoch [74][1080/1879] lr: 2.000e-03, eta: 8:06:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8014, loss: 0.8014, grad_norm: 5.1324 2021-06-18 09:25:41,016 - mmaction - INFO - Epoch [74][1100/1879] lr: 2.000e-03, eta: 8:06:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9328, loss_cls: 0.8123, loss: 0.8123, grad_norm: 5.2504 2021-06-18 09:25:52,179 - mmaction - INFO - Epoch [74][1120/1879] lr: 2.000e-03, eta: 8:05:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7700, loss: 0.7700, grad_norm: 4.8693 2021-06-18 09:26:03,317 - mmaction - INFO - Epoch [74][1140/1879] lr: 2.000e-03, eta: 8:05:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9309, loss_cls: 0.8264, loss: 0.8264, grad_norm: 5.2000 2021-06-18 09:26:14,454 - mmaction - INFO - Epoch [74][1160/1879] lr: 2.000e-03, eta: 8:05:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9301, loss_cls: 0.8390, loss: 0.8390, grad_norm: 5.1805 2021-06-18 09:26:25,604 - mmaction - INFO - Epoch [74][1180/1879] lr: 2.000e-03, eta: 8:05:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9277, loss_cls: 0.8136, loss: 0.8136, grad_norm: 5.0796 2021-06-18 09:26:36,745 - mmaction - INFO - Epoch [74][1200/1879] lr: 2.000e-03, eta: 8:05:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9273, loss_cls: 0.7818, loss: 0.7818, grad_norm: 4.9833 2021-06-18 09:26:47,900 - mmaction - INFO - Epoch [74][1220/1879] lr: 2.000e-03, eta: 8:04:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9371, loss_cls: 0.7773, loss: 0.7773, grad_norm: 5.0447 2021-06-18 09:26:59,061 - mmaction - INFO - Epoch [74][1240/1879] lr: 2.000e-03, eta: 8:04:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9352, loss_cls: 0.7940, loss: 0.7940, grad_norm: 5.0035 2021-06-18 09:27:10,197 - mmaction - INFO - Epoch [74][1260/1879] lr: 2.000e-03, eta: 8:04:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9371, loss_cls: 0.7808, loss: 0.7808, grad_norm: 5.0468 2021-06-18 09:27:21,360 - mmaction - INFO - Epoch [74][1280/1879] lr: 2.000e-03, eta: 8:04:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9398, loss_cls: 0.7555, loss: 0.7555, grad_norm: 4.9577 2021-06-18 09:27:32,506 - mmaction - INFO - Epoch [74][1300/1879] lr: 2.000e-03, eta: 8:04:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9340, loss_cls: 0.8221, loss: 0.8221, grad_norm: 5.1230 2021-06-18 09:27:43,652 - mmaction - INFO - Epoch [74][1320/1879] lr: 2.000e-03, eta: 8:03:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9301, loss_cls: 0.7940, loss: 0.7940, grad_norm: 5.0285 2021-06-18 09:27:54,793 - mmaction - INFO - Epoch [74][1340/1879] lr: 2.000e-03, eta: 8:03:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9324, loss_cls: 0.8281, loss: 0.8281, grad_norm: 5.2029 2021-06-18 09:28:05,926 - mmaction - INFO - Epoch [74][1360/1879] lr: 2.000e-03, eta: 8:03:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9332, loss_cls: 0.7942, loss: 0.7942, grad_norm: 5.1073 2021-06-18 09:28:17,074 - mmaction - INFO - Epoch [74][1380/1879] lr: 2.000e-03, eta: 8:03:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9328, loss_cls: 0.8017, loss: 0.8017, grad_norm: 5.1328 2021-06-18 09:28:28,222 - mmaction - INFO - Epoch [74][1400/1879] lr: 2.000e-03, eta: 8:03:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9313, loss_cls: 0.7927, loss: 0.7927, grad_norm: 4.9811 2021-06-18 09:28:39,372 - mmaction - INFO - Epoch [74][1420/1879] lr: 2.000e-03, eta: 8:02:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9293, loss_cls: 0.8330, loss: 0.8330, grad_norm: 5.2829 2021-06-18 09:28:50,526 - mmaction - INFO - Epoch [74][1440/1879] lr: 2.000e-03, eta: 8:02:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9313, loss_cls: 0.7990, loss: 0.7990, grad_norm: 5.1499 2021-06-18 09:29:01,667 - mmaction - INFO - Epoch [74][1460/1879] lr: 2.000e-03, eta: 8:02:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9363, loss_cls: 0.7914, loss: 0.7914, grad_norm: 5.0780 2021-06-18 09:29:12,812 - mmaction - INFO - Epoch [74][1480/1879] lr: 2.000e-03, eta: 8:02:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9367, loss_cls: 0.7882, loss: 0.7882, grad_norm: 5.0525 2021-06-18 09:29:23,951 - mmaction - INFO - Epoch [74][1500/1879] lr: 2.000e-03, eta: 8:02:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9297, loss_cls: 0.7768, loss: 0.7768, grad_norm: 4.9553 2021-06-18 09:29:35,089 - mmaction - INFO - Epoch [74][1520/1879] lr: 2.000e-03, eta: 8:01:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8301, loss: 0.8301, grad_norm: 5.2093 2021-06-18 09:29:46,223 - mmaction - INFO - Epoch [74][1540/1879] lr: 2.000e-03, eta: 8:01:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8130, loss: 0.8130, grad_norm: 5.0631 2021-06-18 09:29:57,354 - mmaction - INFO - Epoch [74][1560/1879] lr: 2.000e-03, eta: 8:01:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9434, loss_cls: 0.7251, loss: 0.7251, grad_norm: 4.9246 2021-06-18 09:30:08,531 - mmaction - INFO - Epoch [74][1580/1879] lr: 2.000e-03, eta: 8:01:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9297, loss_cls: 0.7619, loss: 0.7619, grad_norm: 4.9758 2021-06-18 09:30:19,664 - mmaction - INFO - Epoch [74][1600/1879] lr: 2.000e-03, eta: 8:01:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9332, loss_cls: 0.8061, loss: 0.8061, grad_norm: 5.0389 2021-06-18 09:30:30,808 - mmaction - INFO - Epoch [74][1620/1879] lr: 2.000e-03, eta: 8:00:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9383, loss_cls: 0.7883, loss: 0.7883, grad_norm: 5.0741 2021-06-18 09:30:41,941 - mmaction - INFO - Epoch [74][1640/1879] lr: 2.000e-03, eta: 8:00:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9316, loss_cls: 0.8288, loss: 0.8288, grad_norm: 5.3548 2021-06-18 09:30:53,098 - mmaction - INFO - Epoch [74][1660/1879] lr: 2.000e-03, eta: 8:00:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9305, loss_cls: 0.8027, loss: 0.8027, grad_norm: 5.0635 2021-06-18 09:31:04,243 - mmaction - INFO - Epoch [74][1680/1879] lr: 2.000e-03, eta: 8:00:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9355, loss_cls: 0.8066, loss: 0.8066, grad_norm: 5.2215 2021-06-18 09:31:15,384 - mmaction - INFO - Epoch [74][1700/1879] lr: 2.000e-03, eta: 8:00:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9262, loss_cls: 0.8031, loss: 0.8031, grad_norm: 5.0097 2021-06-18 09:31:26,543 - mmaction - INFO - Epoch [74][1720/1879] lr: 2.000e-03, eta: 7:59:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9277, loss_cls: 0.8240, loss: 0.8240, grad_norm: 5.1571 2021-06-18 09:31:37,667 - mmaction - INFO - Epoch [74][1740/1879] lr: 2.000e-03, eta: 7:59:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9305, loss_cls: 0.8236, loss: 0.8236, grad_norm: 5.1273 2021-06-18 09:31:48,797 - mmaction - INFO - Epoch [74][1760/1879] lr: 2.000e-03, eta: 7:59:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9355, loss_cls: 0.7770, loss: 0.7770, grad_norm: 4.9855 2021-06-18 09:31:59,953 - mmaction - INFO - Epoch [74][1780/1879] lr: 2.000e-03, eta: 7:59:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9379, loss_cls: 0.7578, loss: 0.7578, grad_norm: 4.9714 2021-06-18 09:32:11,102 - mmaction - INFO - Epoch [74][1800/1879] lr: 2.000e-03, eta: 7:59:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9301, loss_cls: 0.8160, loss: 0.8160, grad_norm: 5.1328 2021-06-18 09:32:22,244 - mmaction - INFO - Epoch [74][1820/1879] lr: 2.000e-03, eta: 7:58:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9277, loss_cls: 0.8212, loss: 0.8212, grad_norm: 5.1055 2021-06-18 09:32:33,404 - mmaction - INFO - Epoch [74][1840/1879] lr: 2.000e-03, eta: 7:58:42, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9324, loss_cls: 0.8458, loss: 0.8458, grad_norm: 5.2678 2021-06-18 09:32:44,541 - mmaction - INFO - Epoch [74][1860/1879] lr: 2.000e-03, eta: 7:58:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9363, loss_cls: 0.7995, loss: 0.7995, grad_norm: 5.1087 2021-06-18 09:32:58,998 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-06-18 09:34:35,990 - mmaction - INFO - Epoch [75][20/1879] lr: 2.000e-03, eta: 7:58:33, time: 4.828, data_time: 4.140, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9285, loss_cls: 0.8347, loss: 0.8347, grad_norm: 5.2018 2021-06-18 09:34:47,123 - mmaction - INFO - Epoch [75][40/1879] lr: 2.000e-03, eta: 7:58:21, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.7569, loss: 0.7569, grad_norm: 4.8912 2021-06-18 09:34:58,240 - mmaction - INFO - Epoch [75][60/1879] lr: 2.000e-03, eta: 7:58:09, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7824, top5_acc: 0.9336, loss_cls: 0.8071, loss: 0.8071, grad_norm: 5.0597 2021-06-18 09:35:09,324 - mmaction - INFO - Epoch [75][80/1879] lr: 2.000e-03, eta: 7:57:57, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9406, loss_cls: 0.7434, loss: 0.7434, grad_norm: 4.9786 2021-06-18 09:35:20,476 - mmaction - INFO - Epoch [75][100/1879] lr: 2.000e-03, eta: 7:57:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9375, loss_cls: 0.7606, loss: 0.7606, grad_norm: 4.9609 2021-06-18 09:35:31,598 - mmaction - INFO - Epoch [75][120/1879] lr: 2.000e-03, eta: 7:57:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9309, loss_cls: 0.7764, loss: 0.7764, grad_norm: 4.9502 2021-06-18 09:35:42,744 - mmaction - INFO - Epoch [75][140/1879] lr: 2.000e-03, eta: 7:57:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9344, loss_cls: 0.7475, loss: 0.7475, grad_norm: 4.9608 2021-06-18 09:35:53,888 - mmaction - INFO - Epoch [75][160/1879] lr: 2.000e-03, eta: 7:57:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9406, loss_cls: 0.7358, loss: 0.7358, grad_norm: 4.9517 2021-06-18 09:36:05,033 - mmaction - INFO - Epoch [75][180/1879] lr: 2.000e-03, eta: 7:56:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9352, loss_cls: 0.7678, loss: 0.7678, grad_norm: 4.9630 2021-06-18 09:36:16,164 - mmaction - INFO - Epoch [75][200/1879] lr: 2.000e-03, eta: 7:56:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9402, loss_cls: 0.7627, loss: 0.7627, grad_norm: 5.0508 2021-06-18 09:36:27,306 - mmaction - INFO - Epoch [75][220/1879] lr: 2.000e-03, eta: 7:56:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9391, loss_cls: 0.7628, loss: 0.7628, grad_norm: 5.0497 2021-06-18 09:36:38,450 - mmaction - INFO - Epoch [75][240/1879] lr: 2.000e-03, eta: 7:56:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9348, loss_cls: 0.7652, loss: 0.7652, grad_norm: 5.0355 2021-06-18 09:36:49,593 - mmaction - INFO - Epoch [75][260/1879] lr: 2.000e-03, eta: 7:56:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9359, loss_cls: 0.7737, loss: 0.7737, grad_norm: 5.1056 2021-06-18 09:37:00,744 - mmaction - INFO - Epoch [75][280/1879] lr: 2.000e-03, eta: 7:55:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9273, loss_cls: 0.7792, loss: 0.7792, grad_norm: 4.9205 2021-06-18 09:37:11,897 - mmaction - INFO - Epoch [75][300/1879] lr: 2.000e-03, eta: 7:55:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9313, loss_cls: 0.7646, loss: 0.7646, grad_norm: 4.9541 2021-06-18 09:37:23,040 - mmaction - INFO - Epoch [75][320/1879] lr: 2.000e-03, eta: 7:55:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9375, loss_cls: 0.7670, loss: 0.7670, grad_norm: 5.1189 2021-06-18 09:37:34,194 - mmaction - INFO - Epoch [75][340/1879] lr: 2.000e-03, eta: 7:55:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9352, loss_cls: 0.7884, loss: 0.7884, grad_norm: 5.2306 2021-06-18 09:37:45,327 - mmaction - INFO - Epoch [75][360/1879] lr: 2.000e-03, eta: 7:55:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9371, loss_cls: 0.7699, loss: 0.7699, grad_norm: 5.0267 2021-06-18 09:37:56,492 - mmaction - INFO - Epoch [75][380/1879] lr: 2.000e-03, eta: 7:54:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9328, loss_cls: 0.7905, loss: 0.7905, grad_norm: 4.9808 2021-06-18 09:38:07,633 - mmaction - INFO - Epoch [75][400/1879] lr: 2.000e-03, eta: 7:54:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9426, loss_cls: 0.7567, loss: 0.7567, grad_norm: 5.0276 2021-06-18 09:38:18,759 - mmaction - INFO - Epoch [75][420/1879] lr: 2.000e-03, eta: 7:54:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9359, loss_cls: 0.7725, loss: 0.7725, grad_norm: 5.0887 2021-06-18 09:38:29,917 - mmaction - INFO - Epoch [75][440/1879] lr: 2.000e-03, eta: 7:54:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9383, loss_cls: 0.7889, loss: 0.7889, grad_norm: 5.1664 2021-06-18 09:38:41,089 - mmaction - INFO - Epoch [75][460/1879] lr: 2.000e-03, eta: 7:54:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9332, loss_cls: 0.7930, loss: 0.7930, grad_norm: 5.0504 2021-06-18 09:38:52,251 - mmaction - INFO - Epoch [75][480/1879] lr: 2.000e-03, eta: 7:53:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9285, loss_cls: 0.8006, loss: 0.8006, grad_norm: 5.1241 2021-06-18 09:39:03,385 - mmaction - INFO - Epoch [75][500/1879] lr: 2.000e-03, eta: 7:53:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9359, loss_cls: 0.7648, loss: 0.7648, grad_norm: 5.0044 2021-06-18 09:39:14,521 - mmaction - INFO - Epoch [75][520/1879] lr: 2.000e-03, eta: 7:53:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9309, loss_cls: 0.7996, loss: 0.7996, grad_norm: 5.0625 2021-06-18 09:39:25,673 - mmaction - INFO - Epoch [75][540/1879] lr: 2.000e-03, eta: 7:53:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9230, loss_cls: 0.8283, loss: 0.8283, grad_norm: 5.1726 2021-06-18 09:39:36,824 - mmaction - INFO - Epoch [75][560/1879] lr: 2.000e-03, eta: 7:53:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9363, loss_cls: 0.7303, loss: 0.7303, grad_norm: 4.8803 2021-06-18 09:39:47,981 - mmaction - INFO - Epoch [75][580/1879] lr: 2.000e-03, eta: 7:52:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9430, loss_cls: 0.7354, loss: 0.7354, grad_norm: 4.9329 2021-06-18 09:39:59,108 - mmaction - INFO - Epoch [75][600/1879] lr: 2.000e-03, eta: 7:52:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9410, loss_cls: 0.7816, loss: 0.7816, grad_norm: 5.1745 2021-06-18 09:40:10,292 - mmaction - INFO - Epoch [75][620/1879] lr: 2.000e-03, eta: 7:52:34, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9320, loss_cls: 0.7626, loss: 0.7626, grad_norm: 4.9354 2021-06-18 09:40:21,425 - mmaction - INFO - Epoch [75][640/1879] lr: 2.000e-03, eta: 7:52:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9305, loss_cls: 0.7907, loss: 0.7907, grad_norm: 5.0980 2021-06-18 09:40:32,577 - mmaction - INFO - Epoch [75][660/1879] lr: 2.000e-03, eta: 7:52:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9363, loss_cls: 0.7823, loss: 0.7823, grad_norm: 5.1953 2021-06-18 09:40:43,734 - mmaction - INFO - Epoch [75][680/1879] lr: 2.000e-03, eta: 7:51:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9320, loss_cls: 0.7987, loss: 0.7987, grad_norm: 5.1290 2021-06-18 09:40:54,891 - mmaction - INFO - Epoch [75][700/1879] lr: 2.000e-03, eta: 7:51:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9434, loss_cls: 0.7325, loss: 0.7325, grad_norm: 5.0763 2021-06-18 09:41:06,046 - mmaction - INFO - Epoch [75][720/1879] lr: 2.000e-03, eta: 7:51:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9344, loss_cls: 0.7785, loss: 0.7785, grad_norm: 5.1364 2021-06-18 09:41:17,178 - mmaction - INFO - Epoch [75][740/1879] lr: 2.000e-03, eta: 7:51:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9273, loss_cls: 0.8250, loss: 0.8250, grad_norm: 5.2341 2021-06-18 09:41:28,321 - mmaction - INFO - Epoch [75][760/1879] lr: 2.000e-03, eta: 7:51:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9273, loss_cls: 0.7933, loss: 0.7933, grad_norm: 5.0629 2021-06-18 09:41:39,462 - mmaction - INFO - Epoch [75][780/1879] lr: 2.000e-03, eta: 7:50:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9398, loss_cls: 0.7599, loss: 0.7599, grad_norm: 5.0329 2021-06-18 09:41:50,594 - mmaction - INFO - Epoch [75][800/1879] lr: 2.000e-03, eta: 7:50:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.7932, loss: 0.7932, grad_norm: 5.1239 2021-06-18 09:42:01,742 - mmaction - INFO - Epoch [75][820/1879] lr: 2.000e-03, eta: 7:50:34, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9336, loss_cls: 0.7911, loss: 0.7911, grad_norm: 5.0783 2021-06-18 09:42:12,895 - mmaction - INFO - Epoch [75][840/1879] lr: 2.000e-03, eta: 7:50:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9324, loss_cls: 0.7637, loss: 0.7637, grad_norm: 5.0404 2021-06-18 09:42:24,024 - mmaction - INFO - Epoch [75][860/1879] lr: 2.000e-03, eta: 7:50:10, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9395, loss_cls: 0.7527, loss: 0.7527, grad_norm: 5.0586 2021-06-18 09:42:35,183 - mmaction - INFO - Epoch [75][880/1879] lr: 2.000e-03, eta: 7:49:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7838, loss: 0.7838, grad_norm: 5.1378 2021-06-18 09:42:46,324 - mmaction - INFO - Epoch [75][900/1879] lr: 2.000e-03, eta: 7:49:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9320, loss_cls: 0.7795, loss: 0.7795, grad_norm: 5.1086 2021-06-18 09:42:57,461 - mmaction - INFO - Epoch [75][920/1879] lr: 2.000e-03, eta: 7:49:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9383, loss_cls: 0.7526, loss: 0.7526, grad_norm: 5.0446 2021-06-18 09:43:08,606 - mmaction - INFO - Epoch [75][940/1879] lr: 2.000e-03, eta: 7:49:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9344, loss_cls: 0.7896, loss: 0.7896, grad_norm: 5.0951 2021-06-18 09:43:19,747 - mmaction - INFO - Epoch [75][960/1879] lr: 2.000e-03, eta: 7:49:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9477, loss_cls: 0.7044, loss: 0.7044, grad_norm: 4.8828 2021-06-18 09:43:30,891 - mmaction - INFO - Epoch [75][980/1879] lr: 2.000e-03, eta: 7:48:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8692, loss: 0.8692, grad_norm: 5.3800 2021-06-18 09:43:42,024 - mmaction - INFO - Epoch [75][1000/1879] lr: 2.000e-03, eta: 7:48:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9395, loss_cls: 0.7713, loss: 0.7713, grad_norm: 5.0921 2021-06-18 09:43:53,163 - mmaction - INFO - Epoch [75][1020/1879] lr: 2.000e-03, eta: 7:48:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9297, loss_cls: 0.8221, loss: 0.8221, grad_norm: 5.1786 2021-06-18 09:44:04,309 - mmaction - INFO - Epoch [75][1040/1879] lr: 2.000e-03, eta: 7:48:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9297, loss_cls: 0.8269, loss: 0.8269, grad_norm: 5.1899 2021-06-18 09:44:15,470 - mmaction - INFO - Epoch [75][1060/1879] lr: 2.000e-03, eta: 7:48:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7785, top5_acc: 0.9250, loss_cls: 0.8522, loss: 0.8522, grad_norm: 5.2827 2021-06-18 09:44:26,628 - mmaction - INFO - Epoch [75][1080/1879] lr: 2.000e-03, eta: 7:47:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9277, loss_cls: 0.8197, loss: 0.8197, grad_norm: 5.1035 2021-06-18 09:44:37,762 - mmaction - INFO - Epoch [75][1100/1879] lr: 2.000e-03, eta: 7:47:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9305, loss_cls: 0.8203, loss: 0.8203, grad_norm: 5.1354 2021-06-18 09:44:48,893 - mmaction - INFO - Epoch [75][1120/1879] lr: 2.000e-03, eta: 7:47:35, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9285, loss_cls: 0.8002, loss: 0.8002, grad_norm: 5.0050 2021-06-18 09:45:00,047 - mmaction - INFO - Epoch [75][1140/1879] lr: 2.000e-03, eta: 7:47:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9277, loss_cls: 0.8196, loss: 0.8196, grad_norm: 5.1531 2021-06-18 09:45:11,219 - mmaction - INFO - Epoch [75][1160/1879] lr: 2.000e-03, eta: 7:47:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9359, loss_cls: 0.7810, loss: 0.7810, grad_norm: 5.1170 2021-06-18 09:45:22,365 - mmaction - INFO - Epoch [75][1180/1879] lr: 2.000e-03, eta: 7:46:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9359, loss_cls: 0.7650, loss: 0.7650, grad_norm: 5.0940 2021-06-18 09:45:33,502 - mmaction - INFO - Epoch [75][1200/1879] lr: 2.000e-03, eta: 7:46:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9383, loss_cls: 0.7828, loss: 0.7828, grad_norm: 5.1093 2021-06-18 09:45:44,661 - mmaction - INFO - Epoch [75][1220/1879] lr: 2.000e-03, eta: 7:46:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9262, loss_cls: 0.8567, loss: 0.8567, grad_norm: 5.2827 2021-06-18 09:45:55,790 - mmaction - INFO - Epoch [75][1240/1879] lr: 2.000e-03, eta: 7:46:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9336, loss_cls: 0.7854, loss: 0.7854, grad_norm: 5.0833 2021-06-18 09:46:06,927 - mmaction - INFO - Epoch [75][1260/1879] lr: 2.000e-03, eta: 7:46:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9344, loss_cls: 0.8064, loss: 0.8064, grad_norm: 5.2288 2021-06-18 09:46:18,055 - mmaction - INFO - Epoch [75][1280/1879] lr: 2.000e-03, eta: 7:45:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9473, loss_cls: 0.7296, loss: 0.7296, grad_norm: 4.9906 2021-06-18 09:46:29,186 - mmaction - INFO - Epoch [75][1300/1879] lr: 2.000e-03, eta: 7:45:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9379, loss_cls: 0.7894, loss: 0.7894, grad_norm: 5.1824 2021-06-18 09:46:40,333 - mmaction - INFO - Epoch [75][1320/1879] lr: 2.000e-03, eta: 7:45:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7840, top5_acc: 0.9301, loss_cls: 0.8043, loss: 0.8043, grad_norm: 5.1159 2021-06-18 09:46:51,478 - mmaction - INFO - Epoch [75][1340/1879] lr: 2.000e-03, eta: 7:45:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9270, loss_cls: 0.8588, loss: 0.8588, grad_norm: 5.3107 2021-06-18 09:47:02,625 - mmaction - INFO - Epoch [75][1360/1879] lr: 2.000e-03, eta: 7:45:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9328, loss_cls: 0.7732, loss: 0.7732, grad_norm: 5.0593 2021-06-18 09:47:13,775 - mmaction - INFO - Epoch [75][1380/1879] lr: 2.000e-03, eta: 7:44:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9336, loss_cls: 0.7834, loss: 0.7834, grad_norm: 5.0947 2021-06-18 09:47:24,913 - mmaction - INFO - Epoch [75][1400/1879] lr: 2.000e-03, eta: 7:44:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9367, loss_cls: 0.7677, loss: 0.7677, grad_norm: 5.0499 2021-06-18 09:47:36,085 - mmaction - INFO - Epoch [75][1420/1879] lr: 2.000e-03, eta: 7:44:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8362, loss: 0.8362, grad_norm: 5.2972 2021-06-18 09:47:47,232 - mmaction - INFO - Epoch [75][1440/1879] lr: 2.000e-03, eta: 7:44:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9305, loss_cls: 0.7893, loss: 0.7893, grad_norm: 5.0410 2021-06-18 09:47:58,384 - mmaction - INFO - Epoch [75][1460/1879] lr: 2.000e-03, eta: 7:44:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9383, loss_cls: 0.7960, loss: 0.7960, grad_norm: 5.2691 2021-06-18 09:48:09,494 - mmaction - INFO - Epoch [75][1480/1879] lr: 2.000e-03, eta: 7:43:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9375, loss_cls: 0.7713, loss: 0.7713, grad_norm: 5.0866 2021-06-18 09:48:20,619 - mmaction - INFO - Epoch [75][1500/1879] lr: 2.000e-03, eta: 7:43:47, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9324, loss_cls: 0.8002, loss: 0.8002, grad_norm: 5.1185 2021-06-18 09:48:31,747 - mmaction - INFO - Epoch [75][1520/1879] lr: 2.000e-03, eta: 7:43:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9281, loss_cls: 0.8211, loss: 0.8211, grad_norm: 5.1456 2021-06-18 09:48:42,882 - mmaction - INFO - Epoch [75][1540/1879] lr: 2.000e-03, eta: 7:43:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9336, loss_cls: 0.7912, loss: 0.7912, grad_norm: 5.1905 2021-06-18 09:48:54,016 - mmaction - INFO - Epoch [75][1560/1879] lr: 2.000e-03, eta: 7:43:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9246, loss_cls: 0.8648, loss: 0.8648, grad_norm: 5.2266 2021-06-18 09:49:05,174 - mmaction - INFO - Epoch [75][1580/1879] lr: 2.000e-03, eta: 7:42:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9363, loss_cls: 0.7886, loss: 0.7886, grad_norm: 5.1265 2021-06-18 09:49:16,329 - mmaction - INFO - Epoch [75][1600/1879] lr: 2.000e-03, eta: 7:42:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9336, loss_cls: 0.7915, loss: 0.7915, grad_norm: 5.0853 2021-06-18 09:49:27,477 - mmaction - INFO - Epoch [75][1620/1879] lr: 2.000e-03, eta: 7:42:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9371, loss_cls: 0.8139, loss: 0.8139, grad_norm: 5.2300 2021-06-18 09:49:38,642 - mmaction - INFO - Epoch [75][1640/1879] lr: 2.000e-03, eta: 7:42:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9418, loss_cls: 0.7667, loss: 0.7667, grad_norm: 5.1099 2021-06-18 09:49:49,798 - mmaction - INFO - Epoch [75][1660/1879] lr: 2.000e-03, eta: 7:42:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9402, loss_cls: 0.8056, loss: 0.8056, grad_norm: 5.2975 2021-06-18 09:50:00,957 - mmaction - INFO - Epoch [75][1680/1879] lr: 2.000e-03, eta: 7:42:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9293, loss_cls: 0.8183, loss: 0.8183, grad_norm: 5.2239 2021-06-18 09:50:12,129 - mmaction - INFO - Epoch [75][1700/1879] lr: 2.000e-03, eta: 7:41:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9414, loss_cls: 0.7633, loss: 0.7633, grad_norm: 5.1097 2021-06-18 09:50:23,265 - mmaction - INFO - Epoch [75][1720/1879] lr: 2.000e-03, eta: 7:41:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9348, loss_cls: 0.8079, loss: 0.8079, grad_norm: 5.2553 2021-06-18 09:50:34,413 - mmaction - INFO - Epoch [75][1740/1879] lr: 2.000e-03, eta: 7:41:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9289, loss_cls: 0.8028, loss: 0.8028, grad_norm: 5.1482 2021-06-18 09:50:45,548 - mmaction - INFO - Epoch [75][1760/1879] lr: 2.000e-03, eta: 7:41:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9281, loss_cls: 0.8061, loss: 0.8061, grad_norm: 5.1938 2021-06-18 09:50:56,690 - mmaction - INFO - Epoch [75][1780/1879] lr: 2.000e-03, eta: 7:41:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9398, loss_cls: 0.7698, loss: 0.7698, grad_norm: 5.1158 2021-06-18 09:51:07,844 - mmaction - INFO - Epoch [75][1800/1879] lr: 2.000e-03, eta: 7:40:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9305, loss_cls: 0.8075, loss: 0.8075, grad_norm: 5.1810 2021-06-18 09:51:18,977 - mmaction - INFO - Epoch [75][1820/1879] lr: 2.000e-03, eta: 7:40:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9316, loss_cls: 0.8171, loss: 0.8171, grad_norm: 5.2791 2021-06-18 09:51:30,134 - mmaction - INFO - Epoch [75][1840/1879] lr: 2.000e-03, eta: 7:40:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9340, loss_cls: 0.7969, loss: 0.7969, grad_norm: 5.1066 2021-06-18 09:51:41,287 - mmaction - INFO - Epoch [75][1860/1879] lr: 2.000e-03, eta: 7:40:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8084, loss: 0.8084, grad_norm: 5.1675 2021-06-18 09:51:54,302 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-06-18 09:53:14,955 - mmaction - INFO - Epoch [76][20/1879] lr: 2.000e-03, eta: 7:40:08, time: 4.010, data_time: 3.446, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9398, loss_cls: 0.7594, loss: 0.7594, grad_norm: 5.0499 2021-06-18 09:53:26,121 - mmaction - INFO - Epoch [76][40/1879] lr: 2.000e-03, eta: 7:39:56, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9277, loss_cls: 0.7732, loss: 0.7732, grad_norm: 5.0643 2021-06-18 09:53:37,225 - mmaction - INFO - Epoch [76][60/1879] lr: 2.000e-03, eta: 7:39:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9422, loss_cls: 0.7160, loss: 0.7160, grad_norm: 4.8823 2021-06-18 09:53:48,337 - mmaction - INFO - Epoch [76][80/1879] lr: 2.000e-03, eta: 7:39:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9324, loss_cls: 0.7994, loss: 0.7994, grad_norm: 5.1680 2021-06-18 09:53:59,451 - mmaction - INFO - Epoch [76][100/1879] lr: 2.000e-03, eta: 7:39:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9430, loss_cls: 0.7427, loss: 0.7427, grad_norm: 5.1016 2021-06-18 09:54:10,564 - mmaction - INFO - Epoch [76][120/1879] lr: 2.000e-03, eta: 7:39:08, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9387, loss_cls: 0.7453, loss: 0.7453, grad_norm: 4.9626 2021-06-18 09:54:21,695 - mmaction - INFO - Epoch [76][140/1879] lr: 2.000e-03, eta: 7:38:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9332, loss_cls: 0.8015, loss: 0.8015, grad_norm: 5.1689 2021-06-18 09:54:32,842 - mmaction - INFO - Epoch [76][160/1879] lr: 2.000e-03, eta: 7:38:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9285, loss_cls: 0.8281, loss: 0.8281, grad_norm: 5.2219 2021-06-18 09:54:43,966 - mmaction - INFO - Epoch [76][180/1879] lr: 2.000e-03, eta: 7:38:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9414, loss_cls: 0.7362, loss: 0.7362, grad_norm: 5.1543 2021-06-18 09:54:55,120 - mmaction - INFO - Epoch [76][200/1879] lr: 2.000e-03, eta: 7:38:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8006, loss: 0.8006, grad_norm: 5.1347 2021-06-18 09:55:06,349 - mmaction - INFO - Epoch [76][220/1879] lr: 2.000e-03, eta: 7:38:09, time: 0.562, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9359, loss_cls: 0.7790, loss: 0.7790, grad_norm: 5.1885 2021-06-18 09:55:17,510 - mmaction - INFO - Epoch [76][240/1879] lr: 2.000e-03, eta: 7:37:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9418, loss_cls: 0.7862, loss: 0.7862, grad_norm: 5.2337 2021-06-18 09:55:28,681 - mmaction - INFO - Epoch [76][260/1879] lr: 2.000e-03, eta: 7:37:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9371, loss_cls: 0.7759, loss: 0.7759, grad_norm: 5.1539 2021-06-18 09:55:39,825 - mmaction - INFO - Epoch [76][280/1879] lr: 2.000e-03, eta: 7:37:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9313, loss_cls: 0.7764, loss: 0.7764, grad_norm: 5.0829 2021-06-18 09:55:50,967 - mmaction - INFO - Epoch [76][300/1879] lr: 2.000e-03, eta: 7:37:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9301, loss_cls: 0.8249, loss: 0.8249, grad_norm: 5.2306 2021-06-18 09:56:02,109 - mmaction - INFO - Epoch [76][320/1879] lr: 2.000e-03, eta: 7:37:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9379, loss_cls: 0.7356, loss: 0.7356, grad_norm: 5.0272 2021-06-18 09:56:13,270 - mmaction - INFO - Epoch [76][340/1879] lr: 2.000e-03, eta: 7:36:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9289, loss_cls: 0.8303, loss: 0.8303, grad_norm: 5.2559 2021-06-18 09:56:24,431 - mmaction - INFO - Epoch [76][360/1879] lr: 2.000e-03, eta: 7:36:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9316, loss_cls: 0.8108, loss: 0.8108, grad_norm: 5.2189 2021-06-18 09:56:35,577 - mmaction - INFO - Epoch [76][380/1879] lr: 2.000e-03, eta: 7:36:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9387, loss_cls: 0.7907, loss: 0.7907, grad_norm: 5.2492 2021-06-18 09:56:46,724 - mmaction - INFO - Epoch [76][400/1879] lr: 2.000e-03, eta: 7:36:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7327, loss: 0.7327, grad_norm: 4.8894 2021-06-18 09:56:57,888 - mmaction - INFO - Epoch [76][420/1879] lr: 2.000e-03, eta: 7:36:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9316, loss_cls: 0.7887, loss: 0.7887, grad_norm: 5.1942 2021-06-18 09:57:09,039 - mmaction - INFO - Epoch [76][440/1879] lr: 2.000e-03, eta: 7:35:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9375, loss_cls: 0.7774, loss: 0.7774, grad_norm: 5.3110 2021-06-18 09:57:20,165 - mmaction - INFO - Epoch [76][460/1879] lr: 2.000e-03, eta: 7:35:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9336, loss_cls: 0.7527, loss: 0.7527, grad_norm: 4.9833 2021-06-18 09:57:31,320 - mmaction - INFO - Epoch [76][480/1879] lr: 2.000e-03, eta: 7:35:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9414, loss_cls: 0.7416, loss: 0.7416, grad_norm: 4.9916 2021-06-18 09:57:42,467 - mmaction - INFO - Epoch [76][500/1879] lr: 2.000e-03, eta: 7:35:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9371, loss_cls: 0.7788, loss: 0.7788, grad_norm: 5.1846 2021-06-18 09:57:53,618 - mmaction - INFO - Epoch [76][520/1879] lr: 2.000e-03, eta: 7:35:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7686, loss: 0.7686, grad_norm: 5.0086 2021-06-18 09:58:04,737 - mmaction - INFO - Epoch [76][540/1879] lr: 2.000e-03, eta: 7:34:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9414, loss_cls: 0.7322, loss: 0.7322, grad_norm: 5.0479 2021-06-18 09:58:15,881 - mmaction - INFO - Epoch [76][560/1879] lr: 2.000e-03, eta: 7:34:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9316, loss_cls: 0.7765, loss: 0.7765, grad_norm: 5.1084 2021-06-18 09:58:27,031 - mmaction - INFO - Epoch [76][580/1879] lr: 2.000e-03, eta: 7:34:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9402, loss_cls: 0.7351, loss: 0.7351, grad_norm: 4.9338 2021-06-18 09:58:38,190 - mmaction - INFO - Epoch [76][600/1879] lr: 2.000e-03, eta: 7:34:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9301, loss_cls: 0.7831, loss: 0.7831, grad_norm: 5.1791 2021-06-18 09:58:49,336 - mmaction - INFO - Epoch [76][620/1879] lr: 2.000e-03, eta: 7:34:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9344, loss_cls: 0.7929, loss: 0.7929, grad_norm: 5.1585 2021-06-18 09:59:00,484 - mmaction - INFO - Epoch [76][640/1879] lr: 2.000e-03, eta: 7:33:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9273, loss_cls: 0.7936, loss: 0.7936, grad_norm: 5.2923 2021-06-18 09:59:11,625 - mmaction - INFO - Epoch [76][660/1879] lr: 2.000e-03, eta: 7:33:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9395, loss_cls: 0.7660, loss: 0.7660, grad_norm: 5.1497 2021-06-18 09:59:22,766 - mmaction - INFO - Epoch [76][680/1879] lr: 2.000e-03, eta: 7:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9395, loss_cls: 0.7571, loss: 0.7571, grad_norm: 5.1125 2021-06-18 09:59:33,887 - mmaction - INFO - Epoch [76][700/1879] lr: 2.000e-03, eta: 7:33:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9352, loss_cls: 0.7624, loss: 0.7624, grad_norm: 5.0854 2021-06-18 09:59:45,028 - mmaction - INFO - Epoch [76][720/1879] lr: 2.000e-03, eta: 7:33:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9328, loss_cls: 0.7788, loss: 0.7788, grad_norm: 5.0906 2021-06-18 09:59:56,172 - mmaction - INFO - Epoch [76][740/1879] lr: 2.000e-03, eta: 7:32:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9414, loss_cls: 0.7203, loss: 0.7203, grad_norm: 5.0174 2021-06-18 10:00:07,318 - mmaction - INFO - Epoch [76][760/1879] lr: 2.000e-03, eta: 7:32:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9422, loss_cls: 0.7839, loss: 0.7839, grad_norm: 5.2560 2021-06-18 10:00:18,451 - mmaction - INFO - Epoch [76][780/1879] lr: 2.000e-03, eta: 7:32:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9336, loss_cls: 0.7788, loss: 0.7788, grad_norm: 5.1485 2021-06-18 10:00:29,605 - mmaction - INFO - Epoch [76][800/1879] lr: 2.000e-03, eta: 7:32:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9359, loss_cls: 0.8250, loss: 0.8250, grad_norm: 5.3458 2021-06-18 10:00:40,770 - mmaction - INFO - Epoch [76][820/1879] lr: 2.000e-03, eta: 7:32:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9379, loss_cls: 0.7675, loss: 0.7675, grad_norm: 5.1556 2021-06-18 10:00:51,924 - mmaction - INFO - Epoch [76][840/1879] lr: 2.000e-03, eta: 7:31:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9336, loss_cls: 0.8053, loss: 0.8053, grad_norm: 5.2497 2021-06-18 10:01:03,074 - mmaction - INFO - Epoch [76][860/1879] lr: 2.000e-03, eta: 7:31:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9234, loss_cls: 0.8526, loss: 0.8526, grad_norm: 5.3689 2021-06-18 10:01:14,237 - mmaction - INFO - Epoch [76][880/1879] lr: 2.000e-03, eta: 7:31:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9332, loss_cls: 0.7834, loss: 0.7834, grad_norm: 5.1419 2021-06-18 10:01:25,379 - mmaction - INFO - Epoch [76][900/1879] lr: 2.000e-03, eta: 7:31:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9273, loss_cls: 0.7877, loss: 0.7877, grad_norm: 5.1753 2021-06-18 10:01:36,537 - mmaction - INFO - Epoch [76][920/1879] lr: 2.000e-03, eta: 7:31:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9395, loss_cls: 0.7485, loss: 0.7485, grad_norm: 5.1206 2021-06-18 10:01:47,690 - mmaction - INFO - Epoch [76][940/1879] lr: 2.000e-03, eta: 7:30:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9348, loss_cls: 0.7989, loss: 0.7989, grad_norm: 5.2350 2021-06-18 10:01:58,845 - mmaction - INFO - Epoch [76][960/1879] lr: 2.000e-03, eta: 7:30:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9285, loss_cls: 0.7825, loss: 0.7825, grad_norm: 5.0801 2021-06-18 10:02:10,037 - mmaction - INFO - Epoch [76][980/1879] lr: 2.000e-03, eta: 7:30:34, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7754, loss: 0.7754, grad_norm: 5.1031 2021-06-18 10:02:21,183 - mmaction - INFO - Epoch [76][1000/1879] lr: 2.000e-03, eta: 7:30:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9301, loss_cls: 0.7935, loss: 0.7935, grad_norm: 5.1532 2021-06-18 10:02:32,315 - mmaction - INFO - Epoch [76][1020/1879] lr: 2.000e-03, eta: 7:30:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9441, loss_cls: 0.7075, loss: 0.7075, grad_norm: 5.0324 2021-06-18 10:02:43,466 - mmaction - INFO - Epoch [76][1040/1879] lr: 2.000e-03, eta: 7:29:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9391, loss_cls: 0.7663, loss: 0.7663, grad_norm: 5.0513 2021-06-18 10:02:54,604 - mmaction - INFO - Epoch [76][1060/1879] lr: 2.000e-03, eta: 7:29:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9352, loss_cls: 0.7966, loss: 0.7966, grad_norm: 5.2373 2021-06-18 10:03:05,773 - mmaction - INFO - Epoch [76][1080/1879] lr: 2.000e-03, eta: 7:29:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7605, top5_acc: 0.9215, loss_cls: 0.9032, loss: 0.9032, grad_norm: 5.4745 2021-06-18 10:03:16,897 - mmaction - INFO - Epoch [76][1100/1879] lr: 2.000e-03, eta: 7:29:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9344, loss_cls: 0.7652, loss: 0.7652, grad_norm: 5.1876 2021-06-18 10:03:28,058 - mmaction - INFO - Epoch [76][1120/1879] lr: 2.000e-03, eta: 7:29:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9230, loss_cls: 0.8485, loss: 0.8485, grad_norm: 5.2158 2021-06-18 10:03:39,193 - mmaction - INFO - Epoch [76][1140/1879] lr: 2.000e-03, eta: 7:28:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9328, loss_cls: 0.7707, loss: 0.7707, grad_norm: 5.1511 2021-06-18 10:03:50,346 - mmaction - INFO - Epoch [76][1160/1879] lr: 2.000e-03, eta: 7:28:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9371, loss_cls: 0.7808, loss: 0.7808, grad_norm: 5.1776 2021-06-18 10:04:01,496 - mmaction - INFO - Epoch [76][1180/1879] lr: 2.000e-03, eta: 7:28:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9297, loss_cls: 0.8015, loss: 0.8015, grad_norm: 5.2770 2021-06-18 10:04:12,628 - mmaction - INFO - Epoch [76][1200/1879] lr: 2.000e-03, eta: 7:28:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9277, loss_cls: 0.8111, loss: 0.8111, grad_norm: 5.1700 2021-06-18 10:04:23,763 - mmaction - INFO - Epoch [76][1220/1879] lr: 2.000e-03, eta: 7:28:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9395, loss_cls: 0.7386, loss: 0.7386, grad_norm: 5.0202 2021-06-18 10:04:34,925 - mmaction - INFO - Epoch [76][1240/1879] lr: 2.000e-03, eta: 7:27:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9203, loss_cls: 0.8531, loss: 0.8531, grad_norm: 5.3239 2021-06-18 10:04:46,085 - mmaction - INFO - Epoch [76][1260/1879] lr: 2.000e-03, eta: 7:27:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9445, loss_cls: 0.7645, loss: 0.7645, grad_norm: 5.3209 2021-06-18 10:04:57,237 - mmaction - INFO - Epoch [76][1280/1879] lr: 2.000e-03, eta: 7:27:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9305, loss_cls: 0.7745, loss: 0.7745, grad_norm: 5.1671 2021-06-18 10:05:08,411 - mmaction - INFO - Epoch [76][1300/1879] lr: 2.000e-03, eta: 7:27:23, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9371, loss_cls: 0.8084, loss: 0.8084, grad_norm: 5.2588 2021-06-18 10:05:19,543 - mmaction - INFO - Epoch [76][1320/1879] lr: 2.000e-03, eta: 7:27:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9309, loss_cls: 0.7912, loss: 0.7912, grad_norm: 5.3425 2021-06-18 10:05:30,690 - mmaction - INFO - Epoch [76][1340/1879] lr: 2.000e-03, eta: 7:26:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.7873, loss: 0.7873, grad_norm: 5.2345 2021-06-18 10:05:41,825 - mmaction - INFO - Epoch [76][1360/1879] lr: 2.000e-03, eta: 7:26:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9293, loss_cls: 0.8206, loss: 0.8206, grad_norm: 5.1487 2021-06-18 10:05:52,981 - mmaction - INFO - Epoch [76][1380/1879] lr: 2.000e-03, eta: 7:26:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9355, loss_cls: 0.7850, loss: 0.7850, grad_norm: 5.0409 2021-06-18 10:06:04,132 - mmaction - INFO - Epoch [76][1400/1879] lr: 2.000e-03, eta: 7:26:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9254, loss_cls: 0.8250, loss: 0.8250, grad_norm: 5.1403 2021-06-18 10:06:15,276 - mmaction - INFO - Epoch [76][1420/1879] lr: 2.000e-03, eta: 7:26:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9285, loss_cls: 0.8026, loss: 0.8026, grad_norm: 5.1581 2021-06-18 10:06:26,429 - mmaction - INFO - Epoch [76][1440/1879] lr: 2.000e-03, eta: 7:25:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9320, loss_cls: 0.8132, loss: 0.8132, grad_norm: 5.2212 2021-06-18 10:06:37,564 - mmaction - INFO - Epoch [76][1460/1879] lr: 2.000e-03, eta: 7:25:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9367, loss_cls: 0.7462, loss: 0.7462, grad_norm: 5.0163 2021-06-18 10:06:48,707 - mmaction - INFO - Epoch [76][1480/1879] lr: 2.000e-03, eta: 7:25:36, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9289, loss_cls: 0.8089, loss: 0.8089, grad_norm: 5.2612 2021-06-18 10:06:59,893 - mmaction - INFO - Epoch [76][1500/1879] lr: 2.000e-03, eta: 7:25:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9305, loss_cls: 0.7995, loss: 0.7995, grad_norm: 5.1997 2021-06-18 10:07:10,990 - mmaction - INFO - Epoch [76][1520/1879] lr: 2.000e-03, eta: 7:25:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9363, loss_cls: 0.7764, loss: 0.7764, grad_norm: 5.0787 2021-06-18 10:07:22,126 - mmaction - INFO - Epoch [76][1540/1879] lr: 2.000e-03, eta: 7:25:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7879, top5_acc: 0.9277, loss_cls: 0.8199, loss: 0.8199, grad_norm: 5.2810 2021-06-18 10:07:33,266 - mmaction - INFO - Epoch [76][1560/1879] lr: 2.000e-03, eta: 7:24:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9367, loss_cls: 0.7809, loss: 0.7809, grad_norm: 5.0757 2021-06-18 10:07:44,424 - mmaction - INFO - Epoch [76][1580/1879] lr: 2.000e-03, eta: 7:24:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9293, loss_cls: 0.8247, loss: 0.8247, grad_norm: 5.3470 2021-06-18 10:07:55,599 - mmaction - INFO - Epoch [76][1600/1879] lr: 2.000e-03, eta: 7:24:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8338, loss: 0.8338, grad_norm: 5.2583 2021-06-18 10:08:06,768 - mmaction - INFO - Epoch [76][1620/1879] lr: 2.000e-03, eta: 7:24:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9332, loss_cls: 0.7753, loss: 0.7753, grad_norm: 5.0713 2021-06-18 10:08:17,909 - mmaction - INFO - Epoch [76][1640/1879] lr: 2.000e-03, eta: 7:24:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9359, loss_cls: 0.7586, loss: 0.7586, grad_norm: 5.1452 2021-06-18 10:08:29,050 - mmaction - INFO - Epoch [76][1660/1879] lr: 2.000e-03, eta: 7:23:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9242, loss_cls: 0.8474, loss: 0.8474, grad_norm: 5.3028 2021-06-18 10:08:40,186 - mmaction - INFO - Epoch [76][1680/1879] lr: 2.000e-03, eta: 7:23:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9262, loss_cls: 0.8252, loss: 0.8252, grad_norm: 5.2247 2021-06-18 10:08:51,327 - mmaction - INFO - Epoch [76][1700/1879] lr: 2.000e-03, eta: 7:23:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9344, loss_cls: 0.7615, loss: 0.7615, grad_norm: 5.0739 2021-06-18 10:09:02,461 - mmaction - INFO - Epoch [76][1720/1879] lr: 2.000e-03, eta: 7:23:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9313, loss_cls: 0.8399, loss: 0.8399, grad_norm: 5.4320 2021-06-18 10:09:13,591 - mmaction - INFO - Epoch [76][1740/1879] lr: 2.000e-03, eta: 7:23:00, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9320, loss_cls: 0.7924, loss: 0.7924, grad_norm: 5.2789 2021-06-18 10:09:24,743 - mmaction - INFO - Epoch [76][1760/1879] lr: 2.000e-03, eta: 7:22:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9242, loss_cls: 0.8338, loss: 0.8338, grad_norm: 5.2823 2021-06-18 10:09:35,900 - mmaction - INFO - Epoch [76][1780/1879] lr: 2.000e-03, eta: 7:22:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9293, loss_cls: 0.7942, loss: 0.7942, grad_norm: 5.3201 2021-06-18 10:09:47,073 - mmaction - INFO - Epoch [76][1800/1879] lr: 2.000e-03, eta: 7:22:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9301, loss_cls: 0.7728, loss: 0.7728, grad_norm: 5.1822 2021-06-18 10:09:58,218 - mmaction - INFO - Epoch [76][1820/1879] lr: 2.000e-03, eta: 7:22:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7489, loss: 0.7489, grad_norm: 5.1089 2021-06-18 10:10:09,375 - mmaction - INFO - Epoch [76][1840/1879] lr: 2.000e-03, eta: 7:22:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9359, loss_cls: 0.7517, loss: 0.7517, grad_norm: 5.0847 2021-06-18 10:10:20,513 - mmaction - INFO - Epoch [76][1860/1879] lr: 2.000e-03, eta: 7:21:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9359, loss_cls: 0.7518, loss: 0.7518, grad_norm: 5.0429 2021-06-18 10:10:33,176 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-06-18 10:11:54,264 - mmaction - INFO - Epoch [77][20/1879] lr: 2.000e-03, eta: 7:21:44, time: 4.017, data_time: 3.425, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9359, loss_cls: 0.7960, loss: 0.7960, grad_norm: 5.2041 2021-06-18 10:12:05,421 - mmaction - INFO - Epoch [77][40/1879] lr: 2.000e-03, eta: 7:21:32, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9395, loss_cls: 0.7741, loss: 0.7741, grad_norm: 5.1776 2021-06-18 10:12:16,534 - mmaction - INFO - Epoch [77][60/1879] lr: 2.000e-03, eta: 7:21:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9383, loss_cls: 0.7536, loss: 0.7536, grad_norm: 5.0841 2021-06-18 10:12:27,659 - mmaction - INFO - Epoch [77][80/1879] lr: 2.000e-03, eta: 7:21:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7715, loss: 0.7715, grad_norm: 5.0875 2021-06-18 10:12:38,792 - mmaction - INFO - Epoch [77][100/1879] lr: 2.000e-03, eta: 7:20:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9320, loss_cls: 0.7932, loss: 0.7932, grad_norm: 5.2198 2021-06-18 10:12:49,943 - mmaction - INFO - Epoch [77][120/1879] lr: 2.000e-03, eta: 7:20:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9363, loss_cls: 0.7689, loss: 0.7689, grad_norm: 5.0960 2021-06-18 10:13:01,063 - mmaction - INFO - Epoch [77][140/1879] lr: 2.000e-03, eta: 7:20:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9379, loss_cls: 0.7494, loss: 0.7494, grad_norm: 5.1485 2021-06-18 10:13:12,199 - mmaction - INFO - Epoch [77][160/1879] lr: 2.000e-03, eta: 7:20:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9340, loss_cls: 0.7538, loss: 0.7538, grad_norm: 5.1012 2021-06-18 10:13:23,319 - mmaction - INFO - Epoch [77][180/1879] lr: 2.000e-03, eta: 7:20:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9316, loss_cls: 0.7859, loss: 0.7859, grad_norm: 5.3319 2021-06-18 10:13:34,471 - mmaction - INFO - Epoch [77][200/1879] lr: 2.000e-03, eta: 7:19:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9371, loss_cls: 0.7875, loss: 0.7875, grad_norm: 5.3173 2021-06-18 10:13:45,608 - mmaction - INFO - Epoch [77][220/1879] lr: 2.000e-03, eta: 7:19:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9340, loss_cls: 0.7693, loss: 0.7693, grad_norm: 5.1111 2021-06-18 10:13:56,743 - mmaction - INFO - Epoch [77][240/1879] lr: 2.000e-03, eta: 7:19:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9328, loss_cls: 0.7829, loss: 0.7829, grad_norm: 5.1355 2021-06-18 10:14:07,887 - mmaction - INFO - Epoch [77][260/1879] lr: 2.000e-03, eta: 7:19:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8154, loss: 0.8154, grad_norm: 5.2441 2021-06-18 10:14:19,038 - mmaction - INFO - Epoch [77][280/1879] lr: 2.000e-03, eta: 7:19:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9363, loss_cls: 0.7456, loss: 0.7456, grad_norm: 5.0938 2021-06-18 10:14:30,192 - mmaction - INFO - Epoch [77][300/1879] lr: 2.000e-03, eta: 7:18:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9223, loss_cls: 0.8118, loss: 0.8118, grad_norm: 5.2026 2021-06-18 10:14:41,345 - mmaction - INFO - Epoch [77][320/1879] lr: 2.000e-03, eta: 7:18:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9410, loss_cls: 0.7573, loss: 0.7573, grad_norm: 5.1179 2021-06-18 10:14:52,472 - mmaction - INFO - Epoch [77][340/1879] lr: 2.000e-03, eta: 7:18:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9367, loss_cls: 0.7570, loss: 0.7570, grad_norm: 5.1310 2021-06-18 10:15:03,780 - mmaction - INFO - Epoch [77][360/1879] lr: 2.000e-03, eta: 7:18:21, time: 0.564, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9387, loss_cls: 0.7551, loss: 0.7551, grad_norm: 5.1456 2021-06-18 10:15:14,931 - mmaction - INFO - Epoch [77][380/1879] lr: 2.000e-03, eta: 7:18:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9355, loss_cls: 0.7815, loss: 0.7815, grad_norm: 5.2056 2021-06-18 10:15:26,076 - mmaction - INFO - Epoch [77][400/1879] lr: 2.000e-03, eta: 7:17:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9379, loss_cls: 0.7680, loss: 0.7680, grad_norm: 5.0534 2021-06-18 10:15:37,218 - mmaction - INFO - Epoch [77][420/1879] lr: 2.000e-03, eta: 7:17:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9293, loss_cls: 0.7975, loss: 0.7975, grad_norm: 5.1071 2021-06-18 10:15:48,351 - mmaction - INFO - Epoch [77][440/1879] lr: 2.000e-03, eta: 7:17:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9355, loss_cls: 0.7792, loss: 0.7792, grad_norm: 5.1621 2021-06-18 10:15:59,504 - mmaction - INFO - Epoch [77][460/1879] lr: 2.000e-03, eta: 7:17:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9383, loss_cls: 0.7338, loss: 0.7338, grad_norm: 4.9997 2021-06-18 10:16:10,657 - mmaction - INFO - Epoch [77][480/1879] lr: 2.000e-03, eta: 7:17:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9266, loss_cls: 0.8046, loss: 0.8046, grad_norm: 5.1962 2021-06-18 10:16:21,764 - mmaction - INFO - Epoch [77][500/1879] lr: 2.000e-03, eta: 7:16:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9352, loss_cls: 0.7949, loss: 0.7949, grad_norm: 5.2536 2021-06-18 10:16:32,931 - mmaction - INFO - Epoch [77][520/1879] lr: 2.000e-03, eta: 7:16:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9336, loss_cls: 0.8088, loss: 0.8088, grad_norm: 5.3338 2021-06-18 10:16:44,067 - mmaction - INFO - Epoch [77][540/1879] lr: 2.000e-03, eta: 7:16:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9328, loss_cls: 0.7595, loss: 0.7595, grad_norm: 5.0432 2021-06-18 10:16:55,214 - mmaction - INFO - Epoch [77][560/1879] lr: 2.000e-03, eta: 7:16:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9387, loss_cls: 0.7666, loss: 0.7666, grad_norm: 5.1485 2021-06-18 10:17:06,380 - mmaction - INFO - Epoch [77][580/1879] lr: 2.000e-03, eta: 7:16:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7618, loss: 0.7618, grad_norm: 5.0189 2021-06-18 10:17:17,529 - mmaction - INFO - Epoch [77][600/1879] lr: 2.000e-03, eta: 7:15:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9387, loss_cls: 0.7486, loss: 0.7486, grad_norm: 5.0818 2021-06-18 10:17:28,689 - mmaction - INFO - Epoch [77][620/1879] lr: 2.000e-03, eta: 7:15:45, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9422, loss_cls: 0.7379, loss: 0.7379, grad_norm: 5.0010 2021-06-18 10:17:39,826 - mmaction - INFO - Epoch [77][640/1879] lr: 2.000e-03, eta: 7:15:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9277, loss_cls: 0.8106, loss: 0.8106, grad_norm: 5.2142 2021-06-18 10:17:50,963 - mmaction - INFO - Epoch [77][660/1879] lr: 2.000e-03, eta: 7:15:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.8196, loss: 0.8196, grad_norm: 5.2813 2021-06-18 10:18:02,110 - mmaction - INFO - Epoch [77][680/1879] lr: 2.000e-03, eta: 7:15:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9383, loss_cls: 0.7552, loss: 0.7552, grad_norm: 5.1138 2021-06-18 10:18:13,272 - mmaction - INFO - Epoch [77][700/1879] lr: 2.000e-03, eta: 7:14:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9437, loss_cls: 0.7397, loss: 0.7397, grad_norm: 5.1463 2021-06-18 10:18:24,402 - mmaction - INFO - Epoch [77][720/1879] lr: 2.000e-03, eta: 7:14:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9371, loss_cls: 0.7957, loss: 0.7957, grad_norm: 5.3183 2021-06-18 10:18:35,553 - mmaction - INFO - Epoch [77][740/1879] lr: 2.000e-03, eta: 7:14:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9359, loss_cls: 0.7571, loss: 0.7571, grad_norm: 5.0610 2021-06-18 10:18:46,691 - mmaction - INFO - Epoch [77][760/1879] lr: 2.000e-03, eta: 7:14:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9332, loss_cls: 0.7848, loss: 0.7848, grad_norm: 5.2194 2021-06-18 10:18:57,841 - mmaction - INFO - Epoch [77][780/1879] lr: 2.000e-03, eta: 7:14:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9449, loss_cls: 0.7360, loss: 0.7360, grad_norm: 5.0872 2021-06-18 10:19:08,986 - mmaction - INFO - Epoch [77][800/1879] lr: 2.000e-03, eta: 7:13:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7855, top5_acc: 0.9359, loss_cls: 0.7857, loss: 0.7857, grad_norm: 5.2451 2021-06-18 10:19:20,126 - mmaction - INFO - Epoch [77][820/1879] lr: 2.000e-03, eta: 7:13:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9363, loss_cls: 0.7751, loss: 0.7751, grad_norm: 5.2473 2021-06-18 10:19:31,272 - mmaction - INFO - Epoch [77][840/1879] lr: 2.000e-03, eta: 7:13:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9379, loss_cls: 0.7544, loss: 0.7544, grad_norm: 5.0996 2021-06-18 10:19:42,426 - mmaction - INFO - Epoch [77][860/1879] lr: 2.000e-03, eta: 7:13:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9324, loss_cls: 0.7651, loss: 0.7651, grad_norm: 5.2536 2021-06-18 10:19:53,579 - mmaction - INFO - Epoch [77][880/1879] lr: 2.000e-03, eta: 7:13:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9387, loss_cls: 0.7494, loss: 0.7494, grad_norm: 5.2118 2021-06-18 10:20:04,721 - mmaction - INFO - Epoch [77][900/1879] lr: 2.000e-03, eta: 7:12:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9348, loss_cls: 0.7740, loss: 0.7740, grad_norm: 5.1497 2021-06-18 10:20:15,871 - mmaction - INFO - Epoch [77][920/1879] lr: 2.000e-03, eta: 7:12:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9285, loss_cls: 0.8015, loss: 0.8015, grad_norm: 5.1808 2021-06-18 10:20:27,010 - mmaction - INFO - Epoch [77][940/1879] lr: 2.000e-03, eta: 7:12:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9391, loss_cls: 0.7871, loss: 0.7871, grad_norm: 5.2059 2021-06-18 10:20:38,155 - mmaction - INFO - Epoch [77][960/1879] lr: 2.000e-03, eta: 7:12:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9301, loss_cls: 0.8003, loss: 0.8003, grad_norm: 5.2529 2021-06-18 10:20:49,312 - mmaction - INFO - Epoch [77][980/1879] lr: 2.000e-03, eta: 7:12:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9383, loss_cls: 0.7510, loss: 0.7510, grad_norm: 5.0454 2021-06-18 10:21:00,449 - mmaction - INFO - Epoch [77][1000/1879] lr: 2.000e-03, eta: 7:11:58, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9359, loss_cls: 0.7967, loss: 0.7967, grad_norm: 5.2173 2021-06-18 10:21:11,594 - mmaction - INFO - Epoch [77][1020/1879] lr: 2.000e-03, eta: 7:11:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9414, loss_cls: 0.7581, loss: 0.7581, grad_norm: 5.1070 2021-06-18 10:21:22,740 - mmaction - INFO - Epoch [77][1040/1879] lr: 2.000e-03, eta: 7:11:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9434, loss_cls: 0.7291, loss: 0.7291, grad_norm: 5.0913 2021-06-18 10:21:33,888 - mmaction - INFO - Epoch [77][1060/1879] lr: 2.000e-03, eta: 7:11:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9301, loss_cls: 0.7760, loss: 0.7760, grad_norm: 5.1763 2021-06-18 10:21:45,045 - mmaction - INFO - Epoch [77][1080/1879] lr: 2.000e-03, eta: 7:11:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9309, loss_cls: 0.8029, loss: 0.8029, grad_norm: 5.2857 2021-06-18 10:21:56,197 - mmaction - INFO - Epoch [77][1100/1879] lr: 2.000e-03, eta: 7:10:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9379, loss_cls: 0.7844, loss: 0.7844, grad_norm: 5.2920 2021-06-18 10:22:07,343 - mmaction - INFO - Epoch [77][1120/1879] lr: 2.000e-03, eta: 7:10:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.8129, loss: 0.8129, grad_norm: 5.2545 2021-06-18 10:22:18,528 - mmaction - INFO - Epoch [77][1140/1879] lr: 2.000e-03, eta: 7:10:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9355, loss_cls: 0.7644, loss: 0.7644, grad_norm: 5.2455 2021-06-18 10:22:29,684 - mmaction - INFO - Epoch [77][1160/1879] lr: 2.000e-03, eta: 7:10:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7848, top5_acc: 0.9340, loss_cls: 0.8183, loss: 0.8183, grad_norm: 5.3497 2021-06-18 10:22:40,851 - mmaction - INFO - Epoch [77][1180/1879] lr: 2.000e-03, eta: 7:10:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9363, loss_cls: 0.7970, loss: 0.7970, grad_norm: 5.2634 2021-06-18 10:22:52,016 - mmaction - INFO - Epoch [77][1200/1879] lr: 2.000e-03, eta: 7:09:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9246, loss_cls: 0.8264, loss: 0.8264, grad_norm: 5.4533 2021-06-18 10:23:03,139 - mmaction - INFO - Epoch [77][1220/1879] lr: 2.000e-03, eta: 7:09:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8528, loss: 0.8528, grad_norm: 5.4295 2021-06-18 10:23:14,277 - mmaction - INFO - Epoch [77][1240/1879] lr: 2.000e-03, eta: 7:09:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9355, loss_cls: 0.7854, loss: 0.7854, grad_norm: 5.2338 2021-06-18 10:23:25,431 - mmaction - INFO - Epoch [77][1260/1879] lr: 2.000e-03, eta: 7:09:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9395, loss_cls: 0.7596, loss: 0.7596, grad_norm: 5.1296 2021-06-18 10:23:36,582 - mmaction - INFO - Epoch [77][1280/1879] lr: 2.000e-03, eta: 7:09:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9434, loss_cls: 0.7525, loss: 0.7525, grad_norm: 5.1617 2021-06-18 10:23:47,732 - mmaction - INFO - Epoch [77][1300/1879] lr: 2.000e-03, eta: 7:08:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9320, loss_cls: 0.7806, loss: 0.7806, grad_norm: 5.0955 2021-06-18 10:23:58,866 - mmaction - INFO - Epoch [77][1320/1879] lr: 2.000e-03, eta: 7:08:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8301, loss: 0.8301, grad_norm: 5.4004 2021-06-18 10:24:10,033 - mmaction - INFO - Epoch [77][1340/1879] lr: 2.000e-03, eta: 7:08:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9355, loss_cls: 0.7661, loss: 0.7661, grad_norm: 5.2813 2021-06-18 10:24:21,192 - mmaction - INFO - Epoch [77][1360/1879] lr: 2.000e-03, eta: 7:08:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9313, loss_cls: 0.7743, loss: 0.7743, grad_norm: 5.1211 2021-06-18 10:24:32,313 - mmaction - INFO - Epoch [77][1380/1879] lr: 2.000e-03, eta: 7:08:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9344, loss_cls: 0.8078, loss: 0.8078, grad_norm: 5.1903 2021-06-18 10:24:43,483 - mmaction - INFO - Epoch [77][1400/1879] lr: 2.000e-03, eta: 7:08:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7832, top5_acc: 0.9309, loss_cls: 0.8129, loss: 0.8129, grad_norm: 5.3272 2021-06-18 10:24:54,632 - mmaction - INFO - Epoch [77][1420/1879] lr: 2.000e-03, eta: 7:07:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9277, loss_cls: 0.7869, loss: 0.7869, grad_norm: 5.1493 2021-06-18 10:25:05,790 - mmaction - INFO - Epoch [77][1440/1879] lr: 2.000e-03, eta: 7:07:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9320, loss_cls: 0.7759, loss: 0.7759, grad_norm: 5.2018 2021-06-18 10:25:16,950 - mmaction - INFO - Epoch [77][1460/1879] lr: 2.000e-03, eta: 7:07:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9363, loss_cls: 0.7741, loss: 0.7741, grad_norm: 5.1030 2021-06-18 10:25:28,108 - mmaction - INFO - Epoch [77][1480/1879] lr: 2.000e-03, eta: 7:07:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9383, loss_cls: 0.7780, loss: 0.7780, grad_norm: 5.2200 2021-06-18 10:25:39,269 - mmaction - INFO - Epoch [77][1500/1879] lr: 2.000e-03, eta: 7:07:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9246, loss_cls: 0.8260, loss: 0.8260, grad_norm: 5.3200 2021-06-18 10:25:50,423 - mmaction - INFO - Epoch [77][1520/1879] lr: 2.000e-03, eta: 7:06:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9305, loss_cls: 0.8154, loss: 0.8154, grad_norm: 5.3069 2021-06-18 10:26:01,583 - mmaction - INFO - Epoch [77][1540/1879] lr: 2.000e-03, eta: 7:06:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9379, loss_cls: 0.7845, loss: 0.7845, grad_norm: 5.3015 2021-06-18 10:26:12,735 - mmaction - INFO - Epoch [77][1560/1879] lr: 2.000e-03, eta: 7:06:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9367, loss_cls: 0.7569, loss: 0.7569, grad_norm: 5.1551 2021-06-18 10:26:23,870 - mmaction - INFO - Epoch [77][1580/1879] lr: 2.000e-03, eta: 7:06:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.7828, loss: 0.7828, grad_norm: 5.1761 2021-06-18 10:26:35,002 - mmaction - INFO - Epoch [77][1600/1879] lr: 2.000e-03, eta: 7:06:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9336, loss_cls: 0.7906, loss: 0.7906, grad_norm: 5.2644 2021-06-18 10:26:46,140 - mmaction - INFO - Epoch [77][1620/1879] lr: 2.000e-03, eta: 7:05:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9402, loss_cls: 0.7481, loss: 0.7481, grad_norm: 5.2341 2021-06-18 10:26:57,305 - mmaction - INFO - Epoch [77][1640/1879] lr: 2.000e-03, eta: 7:05:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8262, loss: 0.8262, grad_norm: 5.2847 2021-06-18 10:27:08,463 - mmaction - INFO - Epoch [77][1660/1879] lr: 2.000e-03, eta: 7:05:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7901, loss: 0.7901, grad_norm: 5.3087 2021-06-18 10:27:19,610 - mmaction - INFO - Epoch [77][1680/1879] lr: 2.000e-03, eta: 7:05:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9305, loss_cls: 0.8080, loss: 0.8080, grad_norm: 5.2393 2021-06-18 10:27:30,757 - mmaction - INFO - Epoch [77][1700/1879] lr: 2.000e-03, eta: 7:05:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9242, loss_cls: 0.7979, loss: 0.7979, grad_norm: 5.3267 2021-06-18 10:27:41,916 - mmaction - INFO - Epoch [77][1720/1879] lr: 2.000e-03, eta: 7:04:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9250, loss_cls: 0.8165, loss: 0.8165, grad_norm: 5.2051 2021-06-18 10:27:53,060 - mmaction - INFO - Epoch [77][1740/1879] lr: 2.000e-03, eta: 7:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.8221, loss: 0.8221, grad_norm: 5.4065 2021-06-18 10:28:04,261 - mmaction - INFO - Epoch [77][1760/1879] lr: 2.000e-03, eta: 7:04:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9250, loss_cls: 0.8186, loss: 0.8186, grad_norm: 5.1883 2021-06-18 10:28:15,359 - mmaction - INFO - Epoch [77][1780/1879] lr: 2.000e-03, eta: 7:04:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9309, loss_cls: 0.8086, loss: 0.8086, grad_norm: 5.2767 2021-06-18 10:28:26,503 - mmaction - INFO - Epoch [77][1800/1879] lr: 2.000e-03, eta: 7:04:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9328, loss_cls: 0.7962, loss: 0.7962, grad_norm: 5.1912 2021-06-18 10:28:37,656 - mmaction - INFO - Epoch [77][1820/1879] lr: 2.000e-03, eta: 7:03:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9418, loss_cls: 0.7817, loss: 0.7817, grad_norm: 5.3881 2021-06-18 10:28:48,824 - mmaction - INFO - Epoch [77][1840/1879] lr: 2.000e-03, eta: 7:03:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9293, loss_cls: 0.7778, loss: 0.7778, grad_norm: 5.0841 2021-06-18 10:28:59,971 - mmaction - INFO - Epoch [77][1860/1879] lr: 2.000e-03, eta: 7:03:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7793, top5_acc: 0.9344, loss_cls: 0.8072, loss: 0.8072, grad_norm: 5.2822 2021-06-18 10:29:12,297 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-06-18 10:30:33,181 - mmaction - INFO - Epoch [78][20/1879] lr: 2.000e-03, eta: 7:03:19, time: 4.021, data_time: 3.447, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9391, loss_cls: 0.7239, loss: 0.7239, grad_norm: 5.1133 2021-06-18 10:30:44,333 - mmaction - INFO - Epoch [78][40/1879] lr: 2.000e-03, eta: 7:03:07, time: 0.559, data_time: 0.006, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9395, loss_cls: 0.7301, loss: 0.7301, grad_norm: 5.0194 2021-06-18 10:30:55,449 - mmaction - INFO - Epoch [78][60/1879] lr: 2.000e-03, eta: 7:02:55, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9293, loss_cls: 0.8071, loss: 0.8071, grad_norm: 5.2697 2021-06-18 10:31:06,573 - mmaction - INFO - Epoch [78][80/1879] lr: 2.000e-03, eta: 7:02:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7587, loss: 0.7587, grad_norm: 5.1811 2021-06-18 10:31:17,705 - mmaction - INFO - Epoch [78][100/1879] lr: 2.000e-03, eta: 7:02:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9281, loss_cls: 0.7884, loss: 0.7884, grad_norm: 5.1621 2021-06-18 10:31:28,844 - mmaction - INFO - Epoch [78][120/1879] lr: 2.000e-03, eta: 7:02:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9328, loss_cls: 0.7801, loss: 0.7801, grad_norm: 5.1242 2021-06-18 10:31:39,961 - mmaction - INFO - Epoch [78][140/1879] lr: 2.000e-03, eta: 7:02:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9352, loss_cls: 0.7748, loss: 0.7748, grad_norm: 5.1849 2021-06-18 10:31:51,107 - mmaction - INFO - Epoch [78][160/1879] lr: 2.000e-03, eta: 7:01:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9402, loss_cls: 0.7230, loss: 0.7230, grad_norm: 5.1354 2021-06-18 10:32:02,249 - mmaction - INFO - Epoch [78][180/1879] lr: 2.000e-03, eta: 7:01:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9449, loss_cls: 0.7079, loss: 0.7079, grad_norm: 5.0631 2021-06-18 10:32:13,383 - mmaction - INFO - Epoch [78][200/1879] lr: 2.000e-03, eta: 7:01:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9340, loss_cls: 0.7859, loss: 0.7859, grad_norm: 5.2553 2021-06-18 10:32:24,526 - mmaction - INFO - Epoch [78][220/1879] lr: 2.000e-03, eta: 7:01:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.7728, loss: 0.7728, grad_norm: 5.2020 2021-06-18 10:32:35,638 - mmaction - INFO - Epoch [78][240/1879] lr: 2.000e-03, eta: 7:01:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9398, loss_cls: 0.7585, loss: 0.7585, grad_norm: 5.1193 2021-06-18 10:32:46,779 - mmaction - INFO - Epoch [78][260/1879] lr: 2.000e-03, eta: 7:00:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9363, loss_cls: 0.7873, loss: 0.7873, grad_norm: 5.2818 2021-06-18 10:32:57,928 - mmaction - INFO - Epoch [78][280/1879] lr: 2.000e-03, eta: 7:00:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8452, loss: 0.8452, grad_norm: 5.3926 2021-06-18 10:33:09,096 - mmaction - INFO - Epoch [78][300/1879] lr: 2.000e-03, eta: 7:00:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9305, loss_cls: 0.7947, loss: 0.7947, grad_norm: 5.2659 2021-06-18 10:33:20,252 - mmaction - INFO - Epoch [78][320/1879] lr: 2.000e-03, eta: 7:00:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9301, loss_cls: 0.7908, loss: 0.7908, grad_norm: 5.1963 2021-06-18 10:33:31,409 - mmaction - INFO - Epoch [78][340/1879] lr: 2.000e-03, eta: 7:00:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9387, loss_cls: 0.7437, loss: 0.7437, grad_norm: 5.0858 2021-06-18 10:33:42,546 - mmaction - INFO - Epoch [78][360/1879] lr: 2.000e-03, eta: 6:59:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.7759, loss: 0.7759, grad_norm: 5.2569 2021-06-18 10:33:53,676 - mmaction - INFO - Epoch [78][380/1879] lr: 2.000e-03, eta: 6:59:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9363, loss_cls: 0.7647, loss: 0.7647, grad_norm: 5.0945 2021-06-18 10:34:04,794 - mmaction - INFO - Epoch [78][400/1879] lr: 2.000e-03, eta: 6:59:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9328, loss_cls: 0.7673, loss: 0.7673, grad_norm: 5.1948 2021-06-18 10:34:15,929 - mmaction - INFO - Epoch [78][420/1879] lr: 2.000e-03, eta: 6:59:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9313, loss_cls: 0.7728, loss: 0.7728, grad_norm: 5.2241 2021-06-18 10:34:27,096 - mmaction - INFO - Epoch [78][440/1879] lr: 2.000e-03, eta: 6:59:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9391, loss_cls: 0.7430, loss: 0.7430, grad_norm: 5.0418 2021-06-18 10:34:38,201 - mmaction - INFO - Epoch [78][460/1879] lr: 2.000e-03, eta: 6:58:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9391, loss_cls: 0.7421, loss: 0.7421, grad_norm: 5.1096 2021-06-18 10:34:49,360 - mmaction - INFO - Epoch [78][480/1879] lr: 2.000e-03, eta: 6:58:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9437, loss_cls: 0.7584, loss: 0.7584, grad_norm: 5.2509 2021-06-18 10:35:00,490 - mmaction - INFO - Epoch [78][500/1879] lr: 2.000e-03, eta: 6:58:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9340, loss_cls: 0.7634, loss: 0.7634, grad_norm: 5.1638 2021-06-18 10:35:11,837 - mmaction - INFO - Epoch [78][520/1879] lr: 2.000e-03, eta: 6:58:21, time: 0.566, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9324, loss_cls: 0.7809, loss: 0.7809, grad_norm: 5.2690 2021-06-18 10:35:22,956 - mmaction - INFO - Epoch [78][540/1879] lr: 2.000e-03, eta: 6:58:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9277, loss_cls: 0.7953, loss: 0.7953, grad_norm: 5.2076 2021-06-18 10:35:34,092 - mmaction - INFO - Epoch [78][560/1879] lr: 2.000e-03, eta: 6:57:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9332, loss_cls: 0.8153, loss: 0.8153, grad_norm: 5.5673 2021-06-18 10:35:45,228 - mmaction - INFO - Epoch [78][580/1879] lr: 2.000e-03, eta: 6:57:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9320, loss_cls: 0.7656, loss: 0.7656, grad_norm: 5.0468 2021-06-18 10:35:56,381 - mmaction - INFO - Epoch [78][600/1879] lr: 2.000e-03, eta: 6:57:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9418, loss_cls: 0.7426, loss: 0.7426, grad_norm: 5.2974 2021-06-18 10:36:07,535 - mmaction - INFO - Epoch [78][620/1879] lr: 2.000e-03, eta: 6:57:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9355, loss_cls: 0.7797, loss: 0.7797, grad_norm: 5.3323 2021-06-18 10:36:18,683 - mmaction - INFO - Epoch [78][640/1879] lr: 2.000e-03, eta: 6:57:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9406, loss_cls: 0.7861, loss: 0.7861, grad_norm: 5.3739 2021-06-18 10:36:29,830 - mmaction - INFO - Epoch [78][660/1879] lr: 2.000e-03, eta: 6:56:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9289, loss_cls: 0.7842, loss: 0.7842, grad_norm: 5.2387 2021-06-18 10:36:40,953 - mmaction - INFO - Epoch [78][680/1879] lr: 2.000e-03, eta: 6:56:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9379, loss_cls: 0.7891, loss: 0.7891, grad_norm: 5.3141 2021-06-18 10:36:52,097 - mmaction - INFO - Epoch [78][700/1879] lr: 2.000e-03, eta: 6:56:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9387, loss_cls: 0.7812, loss: 0.7812, grad_norm: 5.3191 2021-06-18 10:37:03,257 - mmaction - INFO - Epoch [78][720/1879] lr: 2.000e-03, eta: 6:56:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9402, loss_cls: 0.7821, loss: 0.7821, grad_norm: 5.4594 2021-06-18 10:37:14,400 - mmaction - INFO - Epoch [78][740/1879] lr: 2.000e-03, eta: 6:56:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9383, loss_cls: 0.7673, loss: 0.7673, grad_norm: 5.3404 2021-06-18 10:37:25,539 - mmaction - INFO - Epoch [78][760/1879] lr: 2.000e-03, eta: 6:55:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9359, loss_cls: 0.7642, loss: 0.7642, grad_norm: 5.2573 2021-06-18 10:37:36,698 - mmaction - INFO - Epoch [78][780/1879] lr: 2.000e-03, eta: 6:55:46, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9355, loss_cls: 0.7340, loss: 0.7340, grad_norm: 5.1871 2021-06-18 10:37:47,828 - mmaction - INFO - Epoch [78][800/1879] lr: 2.000e-03, eta: 6:55:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9207, loss_cls: 0.8392, loss: 0.8392, grad_norm: 5.3627 2021-06-18 10:37:58,983 - mmaction - INFO - Epoch [78][820/1879] lr: 2.000e-03, eta: 6:55:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9336, loss_cls: 0.7913, loss: 0.7913, grad_norm: 5.3577 2021-06-18 10:38:10,128 - mmaction - INFO - Epoch [78][840/1879] lr: 2.000e-03, eta: 6:55:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9410, loss_cls: 0.7636, loss: 0.7636, grad_norm: 5.2871 2021-06-18 10:38:21,252 - mmaction - INFO - Epoch [78][860/1879] lr: 2.000e-03, eta: 6:54:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9215, loss_cls: 0.8132, loss: 0.8132, grad_norm: 5.2276 2021-06-18 10:38:32,389 - mmaction - INFO - Epoch [78][880/1879] lr: 2.000e-03, eta: 6:54:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9387, loss_cls: 0.7462, loss: 0.7462, grad_norm: 5.1121 2021-06-18 10:38:43,531 - mmaction - INFO - Epoch [78][900/1879] lr: 2.000e-03, eta: 6:54:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9352, loss_cls: 0.7943, loss: 0.7943, grad_norm: 5.2102 2021-06-18 10:38:54,688 - mmaction - INFO - Epoch [78][920/1879] lr: 2.000e-03, eta: 6:54:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9332, loss_cls: 0.7817, loss: 0.7817, grad_norm: 5.4087 2021-06-18 10:39:05,833 - mmaction - INFO - Epoch [78][940/1879] lr: 2.000e-03, eta: 6:54:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9289, loss_cls: 0.8241, loss: 0.8241, grad_norm: 5.3720 2021-06-18 10:39:16,979 - mmaction - INFO - Epoch [78][960/1879] lr: 2.000e-03, eta: 6:53:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9363, loss_cls: 0.7585, loss: 0.7585, grad_norm: 5.1352 2021-06-18 10:39:28,114 - mmaction - INFO - Epoch [78][980/1879] lr: 2.000e-03, eta: 6:53:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9387, loss_cls: 0.7451, loss: 0.7451, grad_norm: 5.1785 2021-06-18 10:39:39,271 - mmaction - INFO - Epoch [78][1000/1879] lr: 2.000e-03, eta: 6:53:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9445, loss_cls: 0.7280, loss: 0.7280, grad_norm: 5.1279 2021-06-18 10:39:50,407 - mmaction - INFO - Epoch [78][1020/1879] lr: 2.000e-03, eta: 6:53:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9355, loss_cls: 0.7841, loss: 0.7841, grad_norm: 5.2941 2021-06-18 10:40:01,570 - mmaction - INFO - Epoch [78][1040/1879] lr: 2.000e-03, eta: 6:53:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9297, loss_cls: 0.7865, loss: 0.7865, grad_norm: 5.2709 2021-06-18 10:40:12,673 - mmaction - INFO - Epoch [78][1060/1879] lr: 2.000e-03, eta: 6:52:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9379, loss_cls: 0.7600, loss: 0.7600, grad_norm: 5.1988 2021-06-18 10:40:23,832 - mmaction - INFO - Epoch [78][1080/1879] lr: 2.000e-03, eta: 6:52:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7777, top5_acc: 0.9309, loss_cls: 0.8266, loss: 0.8266, grad_norm: 5.4022 2021-06-18 10:40:34,980 - mmaction - INFO - Epoch [78][1100/1879] lr: 2.000e-03, eta: 6:52:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9410, loss_cls: 0.7522, loss: 0.7522, grad_norm: 5.2433 2021-06-18 10:40:46,149 - mmaction - INFO - Epoch [78][1120/1879] lr: 2.000e-03, eta: 6:52:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.7649, loss: 0.7649, grad_norm: 5.2492 2021-06-18 10:40:57,346 - mmaction - INFO - Epoch [78][1140/1879] lr: 2.000e-03, eta: 6:52:11, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9348, loss_cls: 0.8030, loss: 0.8030, grad_norm: 5.3162 2021-06-18 10:41:08,493 - mmaction - INFO - Epoch [78][1160/1879] lr: 2.000e-03, eta: 6:51:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9355, loss_cls: 0.7694, loss: 0.7694, grad_norm: 5.0845 2021-06-18 10:41:19,608 - mmaction - INFO - Epoch [78][1180/1879] lr: 2.000e-03, eta: 6:51:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9309, loss_cls: 0.7777, loss: 0.7777, grad_norm: 5.1237 2021-06-18 10:41:30,753 - mmaction - INFO - Epoch [78][1200/1879] lr: 2.000e-03, eta: 6:51:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9355, loss_cls: 0.7342, loss: 0.7342, grad_norm: 4.9910 2021-06-18 10:41:41,868 - mmaction - INFO - Epoch [78][1220/1879] lr: 2.000e-03, eta: 6:51:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7926, top5_acc: 0.9340, loss_cls: 0.7972, loss: 0.7972, grad_norm: 5.3564 2021-06-18 10:41:53,033 - mmaction - INFO - Epoch [78][1240/1879] lr: 2.000e-03, eta: 6:51:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9363, loss_cls: 0.7623, loss: 0.7623, grad_norm: 5.1968 2021-06-18 10:42:04,185 - mmaction - INFO - Epoch [78][1260/1879] lr: 2.000e-03, eta: 6:50:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9371, loss_cls: 0.7753, loss: 0.7753, grad_norm: 5.1895 2021-06-18 10:42:15,327 - mmaction - INFO - Epoch [78][1280/1879] lr: 2.000e-03, eta: 6:50:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9371, loss_cls: 0.7578, loss: 0.7578, grad_norm: 5.2753 2021-06-18 10:42:26,484 - mmaction - INFO - Epoch [78][1300/1879] lr: 2.000e-03, eta: 6:50:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9332, loss_cls: 0.8291, loss: 0.8291, grad_norm: 5.5072 2021-06-18 10:42:37,635 - mmaction - INFO - Epoch [78][1320/1879] lr: 2.000e-03, eta: 6:50:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8123, loss: 0.8123, grad_norm: 5.2085 2021-06-18 10:42:48,759 - mmaction - INFO - Epoch [78][1340/1879] lr: 2.000e-03, eta: 6:50:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9465, loss_cls: 0.7089, loss: 0.7089, grad_norm: 5.0118 2021-06-18 10:42:59,913 - mmaction - INFO - Epoch [78][1360/1879] lr: 2.000e-03, eta: 6:50:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9449, loss_cls: 0.7236, loss: 0.7236, grad_norm: 5.2098 2021-06-18 10:43:11,049 - mmaction - INFO - Epoch [78][1380/1879] lr: 2.000e-03, eta: 6:49:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9324, loss_cls: 0.7965, loss: 0.7965, grad_norm: 5.3430 2021-06-18 10:43:22,190 - mmaction - INFO - Epoch [78][1400/1879] lr: 2.000e-03, eta: 6:49:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9383, loss_cls: 0.7557, loss: 0.7557, grad_norm: 5.1936 2021-06-18 10:43:33,368 - mmaction - INFO - Epoch [78][1420/1879] lr: 2.000e-03, eta: 6:49:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8084, loss: 0.8084, grad_norm: 5.2767 2021-06-18 10:43:44,469 - mmaction - INFO - Epoch [78][1440/1879] lr: 2.000e-03, eta: 6:49:12, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9367, loss_cls: 0.7688, loss: 0.7688, grad_norm: 5.2339 2021-06-18 10:43:55,616 - mmaction - INFO - Epoch [78][1460/1879] lr: 2.000e-03, eta: 6:49:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9367, loss_cls: 0.7519, loss: 0.7519, grad_norm: 5.2104 2021-06-18 10:44:06,769 - mmaction - INFO - Epoch [78][1480/1879] lr: 2.000e-03, eta: 6:48:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9313, loss_cls: 0.7984, loss: 0.7984, grad_norm: 5.2688 2021-06-18 10:44:17,919 - mmaction - INFO - Epoch [78][1500/1879] lr: 2.000e-03, eta: 6:48:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9422, loss_cls: 0.7849, loss: 0.7849, grad_norm: 5.3026 2021-06-18 10:44:29,064 - mmaction - INFO - Epoch [78][1520/1879] lr: 2.000e-03, eta: 6:48:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9418, loss_cls: 0.7742, loss: 0.7742, grad_norm: 5.3633 2021-06-18 10:44:40,228 - mmaction - INFO - Epoch [78][1540/1879] lr: 2.000e-03, eta: 6:48:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7628, loss: 0.7628, grad_norm: 5.1778 2021-06-18 10:44:51,379 - mmaction - INFO - Epoch [78][1560/1879] lr: 2.000e-03, eta: 6:48:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9324, loss_cls: 0.7898, loss: 0.7898, grad_norm: 5.2678 2021-06-18 10:45:02,566 - mmaction - INFO - Epoch [78][1580/1879] lr: 2.000e-03, eta: 6:47:48, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9371, loss_cls: 0.7851, loss: 0.7851, grad_norm: 5.3162 2021-06-18 10:45:13,670 - mmaction - INFO - Epoch [78][1600/1879] lr: 2.000e-03, eta: 6:47:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9289, loss_cls: 0.7899, loss: 0.7899, grad_norm: 5.2654 2021-06-18 10:45:24,819 - mmaction - INFO - Epoch [78][1620/1879] lr: 2.000e-03, eta: 6:47:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9297, loss_cls: 0.7927, loss: 0.7927, grad_norm: 5.3351 2021-06-18 10:45:35,973 - mmaction - INFO - Epoch [78][1640/1879] lr: 2.000e-03, eta: 6:47:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9348, loss_cls: 0.7734, loss: 0.7734, grad_norm: 5.2482 2021-06-18 10:45:47,126 - mmaction - INFO - Epoch [78][1660/1879] lr: 2.000e-03, eta: 6:47:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9398, loss_cls: 0.7664, loss: 0.7664, grad_norm: 5.1863 2021-06-18 10:45:58,271 - mmaction - INFO - Epoch [78][1680/1879] lr: 2.000e-03, eta: 6:46:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9430, loss_cls: 0.7468, loss: 0.7468, grad_norm: 5.1587 2021-06-18 10:46:09,427 - mmaction - INFO - Epoch [78][1700/1879] lr: 2.000e-03, eta: 6:46:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7871, top5_acc: 0.9320, loss_cls: 0.8229, loss: 0.8229, grad_norm: 5.4795 2021-06-18 10:46:20,555 - mmaction - INFO - Epoch [78][1720/1879] lr: 2.000e-03, eta: 6:46:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9297, loss_cls: 0.7983, loss: 0.7983, grad_norm: 5.2693 2021-06-18 10:46:31,723 - mmaction - INFO - Epoch [78][1740/1879] lr: 2.000e-03, eta: 6:46:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9320, loss_cls: 0.7876, loss: 0.7876, grad_norm: 5.1648 2021-06-18 10:46:42,885 - mmaction - INFO - Epoch [78][1760/1879] lr: 2.000e-03, eta: 6:46:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9336, loss_cls: 0.7875, loss: 0.7875, grad_norm: 5.2167 2021-06-18 10:46:54,035 - mmaction - INFO - Epoch [78][1780/1879] lr: 2.000e-03, eta: 6:45:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9332, loss_cls: 0.7928, loss: 0.7928, grad_norm: 5.2353 2021-06-18 10:47:05,188 - mmaction - INFO - Epoch [78][1800/1879] lr: 2.000e-03, eta: 6:45:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9359, loss_cls: 0.7765, loss: 0.7765, grad_norm: 5.3094 2021-06-18 10:47:16,338 - mmaction - INFO - Epoch [78][1820/1879] lr: 2.000e-03, eta: 6:45:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9426, loss_cls: 0.7630, loss: 0.7630, grad_norm: 5.4065 2021-06-18 10:47:27,489 - mmaction - INFO - Epoch [78][1840/1879] lr: 2.000e-03, eta: 6:45:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9301, loss_cls: 0.8114, loss: 0.8114, grad_norm: 5.3518 2021-06-18 10:47:38,641 - mmaction - INFO - Epoch [78][1860/1879] lr: 2.000e-03, eta: 6:45:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9332, loss_cls: 0.7788, loss: 0.7788, grad_norm: 5.2116 2021-06-18 10:47:50,850 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-06-18 10:49:06,846 - mmaction - INFO - Epoch [79][20/1879] lr: 2.000e-03, eta: 6:44:53, time: 3.782, data_time: 3.218, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9445, loss_cls: 0.7377, loss: 0.7377, grad_norm: 5.1371 2021-06-18 10:49:17,983 - mmaction - INFO - Epoch [79][40/1879] lr: 2.000e-03, eta: 6:44:41, time: 0.555, data_time: 0.003, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9437, loss_cls: 0.7287, loss: 0.7287, grad_norm: 5.1721 2021-06-18 10:49:29,093 - mmaction - INFO - Epoch [79][60/1879] lr: 2.000e-03, eta: 6:44:30, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9359, loss_cls: 0.7832, loss: 0.7832, grad_norm: 5.3210 2021-06-18 10:49:40,204 - mmaction - INFO - Epoch [79][80/1879] lr: 2.000e-03, eta: 6:44:18, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9324, loss_cls: 0.8003, loss: 0.8003, grad_norm: 5.4429 2021-06-18 10:49:51,301 - mmaction - INFO - Epoch [79][100/1879] lr: 2.000e-03, eta: 6:44:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9391, loss_cls: 0.7556, loss: 0.7556, grad_norm: 5.2335 2021-06-18 10:50:02,798 - mmaction - INFO - Epoch [79][120/1879] lr: 2.000e-03, eta: 6:43:54, time: 0.574, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9355, loss_cls: 0.8124, loss: 0.8124, grad_norm: 5.3605 2021-06-18 10:50:13,914 - mmaction - INFO - Epoch [79][140/1879] lr: 2.000e-03, eta: 6:43:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9340, loss_cls: 0.7949, loss: 0.7949, grad_norm: 5.2797 2021-06-18 10:50:25,059 - mmaction - INFO - Epoch [79][160/1879] lr: 2.000e-03, eta: 6:43:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9449, loss_cls: 0.6990, loss: 0.6990, grad_norm: 4.9299 2021-06-18 10:50:36,194 - mmaction - INFO - Epoch [79][180/1879] lr: 2.000e-03, eta: 6:43:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9285, loss_cls: 0.7793, loss: 0.7793, grad_norm: 5.1656 2021-06-18 10:50:47,343 - mmaction - INFO - Epoch [79][200/1879] lr: 2.000e-03, eta: 6:43:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9297, loss_cls: 0.7659, loss: 0.7659, grad_norm: 5.2034 2021-06-18 10:50:58,468 - mmaction - INFO - Epoch [79][220/1879] lr: 2.000e-03, eta: 6:42:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9434, loss_cls: 0.6952, loss: 0.6952, grad_norm: 4.9974 2021-06-18 10:51:09,623 - mmaction - INFO - Epoch [79][240/1879] lr: 2.000e-03, eta: 6:42:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9277, loss_cls: 0.7864, loss: 0.7864, grad_norm: 5.1965 2021-06-18 10:51:20,753 - mmaction - INFO - Epoch [79][260/1879] lr: 2.000e-03, eta: 6:42:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9359, loss_cls: 0.7634, loss: 0.7634, grad_norm: 5.3312 2021-06-18 10:51:31,906 - mmaction - INFO - Epoch [79][280/1879] lr: 2.000e-03, eta: 6:42:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9293, loss_cls: 0.7867, loss: 0.7867, grad_norm: 5.2213 2021-06-18 10:51:43,041 - mmaction - INFO - Epoch [79][300/1879] lr: 2.000e-03, eta: 6:42:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9387, loss_cls: 0.7571, loss: 0.7571, grad_norm: 5.2130 2021-06-18 10:51:54,179 - mmaction - INFO - Epoch [79][320/1879] lr: 2.000e-03, eta: 6:41:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9363, loss_cls: 0.7751, loss: 0.7751, grad_norm: 5.3249 2021-06-18 10:52:05,323 - mmaction - INFO - Epoch [79][340/1879] lr: 2.000e-03, eta: 6:41:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9320, loss_cls: 0.7933, loss: 0.7933, grad_norm: 5.4786 2021-06-18 10:52:16,448 - mmaction - INFO - Epoch [79][360/1879] lr: 2.000e-03, eta: 6:41:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8023, loss: 0.8023, grad_norm: 5.5246 2021-06-18 10:52:27,599 - mmaction - INFO - Epoch [79][380/1879] lr: 2.000e-03, eta: 6:41:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9320, loss_cls: 0.7949, loss: 0.7949, grad_norm: 5.2294 2021-06-18 10:52:38,753 - mmaction - INFO - Epoch [79][400/1879] lr: 2.000e-03, eta: 6:41:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9414, loss_cls: 0.7094, loss: 0.7094, grad_norm: 4.9604 2021-06-18 10:52:49,900 - mmaction - INFO - Epoch [79][420/1879] lr: 2.000e-03, eta: 6:40:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9371, loss_cls: 0.8082, loss: 0.8082, grad_norm: 5.3637 2021-06-18 10:53:01,066 - mmaction - INFO - Epoch [79][440/1879] lr: 2.000e-03, eta: 6:40:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9375, loss_cls: 0.7672, loss: 0.7672, grad_norm: 5.2197 2021-06-18 10:53:12,179 - mmaction - INFO - Epoch [79][460/1879] lr: 2.000e-03, eta: 6:40:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9352, loss_cls: 0.7489, loss: 0.7489, grad_norm: 5.1542 2021-06-18 10:53:23,299 - mmaction - INFO - Epoch [79][480/1879] lr: 2.000e-03, eta: 6:40:19, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9402, loss_cls: 0.7625, loss: 0.7625, grad_norm: 5.1606 2021-06-18 10:53:34,445 - mmaction - INFO - Epoch [79][500/1879] lr: 2.000e-03, eta: 6:40:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9359, loss_cls: 0.7774, loss: 0.7774, grad_norm: 5.3470 2021-06-18 10:53:45,616 - mmaction - INFO - Epoch [79][520/1879] lr: 2.000e-03, eta: 6:39:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9367, loss_cls: 0.7936, loss: 0.7936, grad_norm: 5.4473 2021-06-18 10:53:56,763 - mmaction - INFO - Epoch [79][540/1879] lr: 2.000e-03, eta: 6:39:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7863, top5_acc: 0.9316, loss_cls: 0.7880, loss: 0.7880, grad_norm: 5.3128 2021-06-18 10:54:07,898 - mmaction - INFO - Epoch [79][560/1879] lr: 2.000e-03, eta: 6:39:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9336, loss_cls: 0.8050, loss: 0.8050, grad_norm: 5.4317 2021-06-18 10:54:19,049 - mmaction - INFO - Epoch [79][580/1879] lr: 2.000e-03, eta: 6:39:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9414, loss_cls: 0.7749, loss: 0.7749, grad_norm: 5.3858 2021-06-18 10:54:30,206 - mmaction - INFO - Epoch [79][600/1879] lr: 2.000e-03, eta: 6:39:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9375, loss_cls: 0.7545, loss: 0.7545, grad_norm: 5.3432 2021-06-18 10:54:41,363 - mmaction - INFO - Epoch [79][620/1879] lr: 2.000e-03, eta: 6:38:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9367, loss_cls: 0.7288, loss: 0.7288, grad_norm: 5.0886 2021-06-18 10:54:52,523 - mmaction - INFO - Epoch [79][640/1879] lr: 2.000e-03, eta: 6:38:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9383, loss_cls: 0.7793, loss: 0.7793, grad_norm: 5.4455 2021-06-18 10:55:03,677 - mmaction - INFO - Epoch [79][660/1879] lr: 2.000e-03, eta: 6:38:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9379, loss_cls: 0.7671, loss: 0.7671, grad_norm: 5.3361 2021-06-18 10:55:14,830 - mmaction - INFO - Epoch [79][680/1879] lr: 2.000e-03, eta: 6:38:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9371, loss_cls: 0.7796, loss: 0.7796, grad_norm: 5.3096 2021-06-18 10:55:25,972 - mmaction - INFO - Epoch [79][700/1879] lr: 2.000e-03, eta: 6:38:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9434, loss_cls: 0.7218, loss: 0.7218, grad_norm: 5.1194 2021-06-18 10:55:37,132 - mmaction - INFO - Epoch [79][720/1879] lr: 2.000e-03, eta: 6:37:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.7805, loss: 0.7805, grad_norm: 5.4303 2021-06-18 10:55:48,294 - mmaction - INFO - Epoch [79][740/1879] lr: 2.000e-03, eta: 6:37:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9387, loss_cls: 0.7410, loss: 0.7410, grad_norm: 5.2440 2021-06-18 10:55:59,448 - mmaction - INFO - Epoch [79][760/1879] lr: 2.000e-03, eta: 6:37:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9348, loss_cls: 0.7824, loss: 0.7824, grad_norm: 5.3463 2021-06-18 10:56:10,587 - mmaction - INFO - Epoch [79][780/1879] lr: 2.000e-03, eta: 6:37:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9340, loss_cls: 0.7984, loss: 0.7984, grad_norm: 5.4371 2021-06-18 10:56:21,739 - mmaction - INFO - Epoch [79][800/1879] lr: 2.000e-03, eta: 6:37:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7809, top5_acc: 0.9297, loss_cls: 0.8214, loss: 0.8214, grad_norm: 5.4471 2021-06-18 10:56:32,879 - mmaction - INFO - Epoch [79][820/1879] lr: 2.000e-03, eta: 6:36:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9250, loss_cls: 0.8189, loss: 0.8189, grad_norm: 5.2512 2021-06-18 10:56:44,031 - mmaction - INFO - Epoch [79][840/1879] lr: 2.000e-03, eta: 6:36:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9336, loss_cls: 0.7778, loss: 0.7778, grad_norm: 5.1936 2021-06-18 10:56:55,159 - mmaction - INFO - Epoch [79][860/1879] lr: 2.000e-03, eta: 6:36:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9406, loss_cls: 0.7618, loss: 0.7618, grad_norm: 5.1710 2021-06-18 10:57:06,331 - mmaction - INFO - Epoch [79][880/1879] lr: 2.000e-03, eta: 6:36:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9332, loss_cls: 0.7937, loss: 0.7937, grad_norm: 5.2714 2021-06-18 10:57:17,466 - mmaction - INFO - Epoch [79][900/1879] lr: 2.000e-03, eta: 6:36:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9352, loss_cls: 0.7719, loss: 0.7719, grad_norm: 5.2010 2021-06-18 10:57:28,622 - mmaction - INFO - Epoch [79][920/1879] lr: 2.000e-03, eta: 6:35:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9402, loss_cls: 0.7815, loss: 0.7815, grad_norm: 5.3537 2021-06-18 10:57:39,777 - mmaction - INFO - Epoch [79][940/1879] lr: 2.000e-03, eta: 6:35:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9352, loss_cls: 0.7698, loss: 0.7698, grad_norm: 5.2703 2021-06-18 10:57:50,925 - mmaction - INFO - Epoch [79][960/1879] lr: 2.000e-03, eta: 6:35:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9430, loss_cls: 0.7387, loss: 0.7387, grad_norm: 5.1913 2021-06-18 10:58:02,081 - mmaction - INFO - Epoch [79][980/1879] lr: 2.000e-03, eta: 6:35:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9371, loss_cls: 0.7677, loss: 0.7677, grad_norm: 5.3160 2021-06-18 10:58:13,241 - mmaction - INFO - Epoch [79][1000/1879] lr: 2.000e-03, eta: 6:35:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9348, loss_cls: 0.7715, loss: 0.7715, grad_norm: 5.3273 2021-06-18 10:58:24,406 - mmaction - INFO - Epoch [79][1020/1879] lr: 2.000e-03, eta: 6:34:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9383, loss_cls: 0.7403, loss: 0.7403, grad_norm: 5.1629 2021-06-18 10:58:35,586 - mmaction - INFO - Epoch [79][1040/1879] lr: 2.000e-03, eta: 6:34:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9363, loss_cls: 0.7872, loss: 0.7872, grad_norm: 5.3707 2021-06-18 10:58:46,734 - mmaction - INFO - Epoch [79][1060/1879] lr: 2.000e-03, eta: 6:34:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9371, loss_cls: 0.7680, loss: 0.7680, grad_norm: 5.2875 2021-06-18 10:58:57,866 - mmaction - INFO - Epoch [79][1080/1879] lr: 2.000e-03, eta: 6:34:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9379, loss_cls: 0.7686, loss: 0.7686, grad_norm: 5.2225 2021-06-18 10:59:09,023 - mmaction - INFO - Epoch [79][1100/1879] lr: 2.000e-03, eta: 6:34:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9430, loss_cls: 0.7500, loss: 0.7500, grad_norm: 5.1498 2021-06-18 10:59:20,140 - mmaction - INFO - Epoch [79][1120/1879] lr: 2.000e-03, eta: 6:33:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9355, loss_cls: 0.7691, loss: 0.7691, grad_norm: 5.2526 2021-06-18 10:59:31,307 - mmaction - INFO - Epoch [79][1140/1879] lr: 2.000e-03, eta: 6:33:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9375, loss_cls: 0.7682, loss: 0.7682, grad_norm: 5.3594 2021-06-18 10:59:42,448 - mmaction - INFO - Epoch [79][1160/1879] lr: 2.000e-03, eta: 6:33:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9371, loss_cls: 0.7583, loss: 0.7583, grad_norm: 5.2694 2021-06-18 10:59:53,608 - mmaction - INFO - Epoch [79][1180/1879] lr: 2.000e-03, eta: 6:33:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9395, loss_cls: 0.7423, loss: 0.7423, grad_norm: 5.1805 2021-06-18 11:00:04,769 - mmaction - INFO - Epoch [79][1200/1879] lr: 2.000e-03, eta: 6:33:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8222, loss: 0.8222, grad_norm: 5.3825 2021-06-18 11:00:15,982 - mmaction - INFO - Epoch [79][1220/1879] lr: 2.000e-03, eta: 6:32:58, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9332, loss_cls: 0.7902, loss: 0.7902, grad_norm: 5.3517 2021-06-18 11:00:27,131 - mmaction - INFO - Epoch [79][1240/1879] lr: 2.000e-03, eta: 6:32:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9355, loss_cls: 0.7354, loss: 0.7354, grad_norm: 5.1856 2021-06-18 11:00:38,289 - mmaction - INFO - Epoch [79][1260/1879] lr: 2.000e-03, eta: 6:32:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9309, loss_cls: 0.7856, loss: 0.7856, grad_norm: 5.3558 2021-06-18 11:00:49,440 - mmaction - INFO - Epoch [79][1280/1879] lr: 2.000e-03, eta: 6:32:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9297, loss_cls: 0.7913, loss: 0.7913, grad_norm: 5.3752 2021-06-18 11:01:00,597 - mmaction - INFO - Epoch [79][1300/1879] lr: 2.000e-03, eta: 6:32:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9352, loss_cls: 0.7960, loss: 0.7960, grad_norm: 5.2172 2021-06-18 11:01:11,768 - mmaction - INFO - Epoch [79][1320/1879] lr: 2.000e-03, eta: 6:31:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9367, loss_cls: 0.7960, loss: 0.7960, grad_norm: 5.4610 2021-06-18 11:01:22,928 - mmaction - INFO - Epoch [79][1340/1879] lr: 2.000e-03, eta: 6:31:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9266, loss_cls: 0.8140, loss: 0.8140, grad_norm: 5.3796 2021-06-18 11:01:34,064 - mmaction - INFO - Epoch [79][1360/1879] lr: 2.000e-03, eta: 6:31:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9340, loss_cls: 0.7689, loss: 0.7689, grad_norm: 5.4423 2021-06-18 11:01:45,213 - mmaction - INFO - Epoch [79][1380/1879] lr: 2.000e-03, eta: 6:31:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9328, loss_cls: 0.7740, loss: 0.7740, grad_norm: 5.2555 2021-06-18 11:01:56,388 - mmaction - INFO - Epoch [79][1400/1879] lr: 2.000e-03, eta: 6:31:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9379, loss_cls: 0.7431, loss: 0.7431, grad_norm: 5.2281 2021-06-18 11:02:07,530 - mmaction - INFO - Epoch [79][1420/1879] lr: 2.000e-03, eta: 6:30:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9395, loss_cls: 0.7690, loss: 0.7690, grad_norm: 5.3748 2021-06-18 11:02:18,696 - mmaction - INFO - Epoch [79][1440/1879] lr: 2.000e-03, eta: 6:30:47, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7887, top5_acc: 0.9410, loss_cls: 0.7635, loss: 0.7635, grad_norm: 5.3946 2021-06-18 11:02:29,833 - mmaction - INFO - Epoch [79][1460/1879] lr: 2.000e-03, eta: 6:30:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9344, loss_cls: 0.8057, loss: 0.8057, grad_norm: 5.3695 2021-06-18 11:02:40,988 - mmaction - INFO - Epoch [79][1480/1879] lr: 2.000e-03, eta: 6:30:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8012, top5_acc: 0.9324, loss_cls: 0.7730, loss: 0.7730, grad_norm: 5.1967 2021-06-18 11:02:52,136 - mmaction - INFO - Epoch [79][1500/1879] lr: 2.000e-03, eta: 6:30:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9418, loss_cls: 0.7354, loss: 0.7354, grad_norm: 5.2698 2021-06-18 11:03:03,250 - mmaction - INFO - Epoch [79][1520/1879] lr: 2.000e-03, eta: 6:29:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9340, loss_cls: 0.7907, loss: 0.7907, grad_norm: 5.2899 2021-06-18 11:03:14,386 - mmaction - INFO - Epoch [79][1540/1879] lr: 2.000e-03, eta: 6:29:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9348, loss_cls: 0.7879, loss: 0.7879, grad_norm: 5.3037 2021-06-18 11:03:25,535 - mmaction - INFO - Epoch [79][1560/1879] lr: 2.000e-03, eta: 6:29:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9414, loss_cls: 0.7096, loss: 0.7096, grad_norm: 5.1673 2021-06-18 11:03:36,715 - mmaction - INFO - Epoch [79][1580/1879] lr: 2.000e-03, eta: 6:29:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9395, loss_cls: 0.7200, loss: 0.7200, grad_norm: 5.0555 2021-06-18 11:03:47,871 - mmaction - INFO - Epoch [79][1600/1879] lr: 2.000e-03, eta: 6:29:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9289, loss_cls: 0.7916, loss: 0.7916, grad_norm: 5.3662 2021-06-18 11:03:59,034 - mmaction - INFO - Epoch [79][1620/1879] lr: 2.000e-03, eta: 6:29:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9367, loss_cls: 0.7790, loss: 0.7790, grad_norm: 5.3339 2021-06-18 11:04:10,163 - mmaction - INFO - Epoch [79][1640/1879] lr: 2.000e-03, eta: 6:28:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8004, top5_acc: 0.9359, loss_cls: 0.7662, loss: 0.7662, grad_norm: 5.4106 2021-06-18 11:04:21,306 - mmaction - INFO - Epoch [79][1660/1879] lr: 2.000e-03, eta: 6:28:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9324, loss_cls: 0.7947, loss: 0.7947, grad_norm: 5.5019 2021-06-18 11:04:32,462 - mmaction - INFO - Epoch [79][1680/1879] lr: 2.000e-03, eta: 6:28:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9371, loss_cls: 0.7905, loss: 0.7905, grad_norm: 5.3450 2021-06-18 11:04:43,620 - mmaction - INFO - Epoch [79][1700/1879] lr: 2.000e-03, eta: 6:28:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9348, loss_cls: 0.7865, loss: 0.7865, grad_norm: 5.4489 2021-06-18 11:04:54,849 - mmaction - INFO - Epoch [79][1720/1879] lr: 2.000e-03, eta: 6:28:00, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9375, loss_cls: 0.7790, loss: 0.7790, grad_norm: 5.4594 2021-06-18 11:05:05,962 - mmaction - INFO - Epoch [79][1740/1879] lr: 2.000e-03, eta: 6:27:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9328, loss_cls: 0.7709, loss: 0.7709, grad_norm: 5.2829 2021-06-18 11:05:17,150 - mmaction - INFO - Epoch [79][1760/1879] lr: 2.000e-03, eta: 6:27:36, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9426, loss_cls: 0.7545, loss: 0.7545, grad_norm: 5.2943 2021-06-18 11:05:28,309 - mmaction - INFO - Epoch [79][1780/1879] lr: 2.000e-03, eta: 6:27:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9289, loss_cls: 0.8048, loss: 0.8048, grad_norm: 5.3862 2021-06-18 11:05:39,457 - mmaction - INFO - Epoch [79][1800/1879] lr: 2.000e-03, eta: 6:27:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9441, loss_cls: 0.7437, loss: 0.7437, grad_norm: 5.2340 2021-06-18 11:05:50,618 - mmaction - INFO - Epoch [79][1820/1879] lr: 2.000e-03, eta: 6:27:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9441, loss_cls: 0.7214, loss: 0.7214, grad_norm: 5.1905 2021-06-18 11:06:01,789 - mmaction - INFO - Epoch [79][1840/1879] lr: 2.000e-03, eta: 6:26:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9371, loss_cls: 0.7895, loss: 0.7895, grad_norm: 5.4495 2021-06-18 11:06:12,940 - mmaction - INFO - Epoch [79][1860/1879] lr: 2.000e-03, eta: 6:26:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9410, loss_cls: 0.7895, loss: 0.7895, grad_norm: 5.6036 2021-06-18 11:06:25,726 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-06-18 11:07:56,864 - mmaction - INFO - Epoch [80][20/1879] lr: 2.000e-03, eta: 6:26:32, time: 4.501, data_time: 3.902, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9453, loss_cls: 0.7341, loss: 0.7341, grad_norm: 5.1556 2021-06-18 11:08:07,998 - mmaction - INFO - Epoch [80][40/1879] lr: 2.000e-03, eta: 6:26:20, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9449, loss_cls: 0.7126, loss: 0.7126, grad_norm: 5.2017 2021-06-18 11:08:19,105 - mmaction - INFO - Epoch [80][60/1879] lr: 2.000e-03, eta: 6:26:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9324, loss_cls: 0.7738, loss: 0.7738, grad_norm: 5.3534 2021-06-18 11:08:30,238 - mmaction - INFO - Epoch [80][80/1879] lr: 2.000e-03, eta: 6:25:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9410, loss_cls: 0.7526, loss: 0.7526, grad_norm: 5.3210 2021-06-18 11:08:41,354 - mmaction - INFO - Epoch [80][100/1879] lr: 2.000e-03, eta: 6:25:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9469, loss_cls: 0.7300, loss: 0.7300, grad_norm: 5.2814 2021-06-18 11:08:52,501 - mmaction - INFO - Epoch [80][120/1879] lr: 2.000e-03, eta: 6:25:32, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.7939, loss: 0.7939, grad_norm: 5.3995 2021-06-18 11:09:03,646 - mmaction - INFO - Epoch [80][140/1879] lr: 2.000e-03, eta: 6:25:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7973, top5_acc: 0.9387, loss_cls: 0.7676, loss: 0.7676, grad_norm: 5.3476 2021-06-18 11:09:14,779 - mmaction - INFO - Epoch [80][160/1879] lr: 2.000e-03, eta: 6:25:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7364, loss: 0.7364, grad_norm: 5.2427 2021-06-18 11:09:25,927 - mmaction - INFO - Epoch [80][180/1879] lr: 2.000e-03, eta: 6:24:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7953, top5_acc: 0.9363, loss_cls: 0.7729, loss: 0.7729, grad_norm: 5.2106 2021-06-18 11:09:37,063 - mmaction - INFO - Epoch [80][200/1879] lr: 2.000e-03, eta: 6:24:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9391, loss_cls: 0.7309, loss: 0.7309, grad_norm: 5.1875 2021-06-18 11:09:48,189 - mmaction - INFO - Epoch [80][220/1879] lr: 2.000e-03, eta: 6:24:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9418, loss_cls: 0.7165, loss: 0.7165, grad_norm: 5.1815 2021-06-18 11:09:59,370 - mmaction - INFO - Epoch [80][240/1879] lr: 2.000e-03, eta: 6:24:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7518, loss: 0.7518, grad_norm: 5.3034 2021-06-18 11:10:10,600 - mmaction - INFO - Epoch [80][260/1879] lr: 2.000e-03, eta: 6:24:09, time: 0.562, data_time: 0.000, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9398, loss_cls: 0.7197, loss: 0.7197, grad_norm: 5.1960 2021-06-18 11:10:21,755 - mmaction - INFO - Epoch [80][280/1879] lr: 2.000e-03, eta: 6:23:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8254, loss: 0.8254, grad_norm: 5.5284 2021-06-18 11:10:32,911 - mmaction - INFO - Epoch [80][300/1879] lr: 2.000e-03, eta: 6:23:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9309, loss_cls: 0.7472, loss: 0.7472, grad_norm: 5.1179 2021-06-18 11:10:44,054 - mmaction - INFO - Epoch [80][320/1879] lr: 2.000e-03, eta: 6:23:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9410, loss_cls: 0.7149, loss: 0.7149, grad_norm: 5.2308 2021-06-18 11:10:55,213 - mmaction - INFO - Epoch [80][340/1879] lr: 2.000e-03, eta: 6:23:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9457, loss_cls: 0.7029, loss: 0.7029, grad_norm: 5.2796 2021-06-18 11:11:06,368 - mmaction - INFO - Epoch [80][360/1879] lr: 2.000e-03, eta: 6:23:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9316, loss_cls: 0.8104, loss: 0.8104, grad_norm: 5.3115 2021-06-18 11:11:17,512 - mmaction - INFO - Epoch [80][380/1879] lr: 2.000e-03, eta: 6:22:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9398, loss_cls: 0.7322, loss: 0.7322, grad_norm: 5.0345 2021-06-18 11:11:28,661 - mmaction - INFO - Epoch [80][400/1879] lr: 2.000e-03, eta: 6:22:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9340, loss_cls: 0.7643, loss: 0.7643, grad_norm: 5.2912 2021-06-18 11:11:39,800 - mmaction - INFO - Epoch [80][420/1879] lr: 2.000e-03, eta: 6:22:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9395, loss_cls: 0.7739, loss: 0.7739, grad_norm: 5.3494 2021-06-18 11:11:50,954 - mmaction - INFO - Epoch [80][440/1879] lr: 2.000e-03, eta: 6:22:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9340, loss_cls: 0.7942, loss: 0.7942, grad_norm: 5.4900 2021-06-18 11:12:02,112 - mmaction - INFO - Epoch [80][460/1879] lr: 2.000e-03, eta: 6:22:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9383, loss_cls: 0.7453, loss: 0.7453, grad_norm: 5.3858 2021-06-18 11:12:13,261 - mmaction - INFO - Epoch [80][480/1879] lr: 2.000e-03, eta: 6:21:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9340, loss_cls: 0.8045, loss: 0.8045, grad_norm: 5.4401 2021-06-18 11:12:24,418 - mmaction - INFO - Epoch [80][500/1879] lr: 2.000e-03, eta: 6:21:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9422, loss_cls: 0.7366, loss: 0.7366, grad_norm: 5.3485 2021-06-18 11:12:35,567 - mmaction - INFO - Epoch [80][520/1879] lr: 2.000e-03, eta: 6:21:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9437, loss_cls: 0.7614, loss: 0.7614, grad_norm: 5.3593 2021-06-18 11:12:46,707 - mmaction - INFO - Epoch [80][540/1879] lr: 2.000e-03, eta: 6:21:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7937, top5_acc: 0.9383, loss_cls: 0.7538, loss: 0.7538, grad_norm: 5.2494 2021-06-18 11:12:57,846 - mmaction - INFO - Epoch [80][560/1879] lr: 2.000e-03, eta: 6:21:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9371, loss_cls: 0.7599, loss: 0.7599, grad_norm: 5.3652 2021-06-18 11:13:09,000 - mmaction - INFO - Epoch [80][580/1879] lr: 2.000e-03, eta: 6:20:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9262, loss_cls: 0.8080, loss: 0.8080, grad_norm: 5.4844 2021-06-18 11:13:20,139 - mmaction - INFO - Epoch [80][600/1879] lr: 2.000e-03, eta: 6:20:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.8030, loss: 0.8030, grad_norm: 5.3687 2021-06-18 11:13:31,273 - mmaction - INFO - Epoch [80][620/1879] lr: 2.000e-03, eta: 6:20:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9414, loss_cls: 0.7612, loss: 0.7612, grad_norm: 5.3087 2021-06-18 11:13:42,442 - mmaction - INFO - Epoch [80][640/1879] lr: 2.000e-03, eta: 6:20:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9328, loss_cls: 0.7695, loss: 0.7695, grad_norm: 5.1958 2021-06-18 11:13:53,584 - mmaction - INFO - Epoch [80][660/1879] lr: 2.000e-03, eta: 6:20:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9320, loss_cls: 0.7872, loss: 0.7872, grad_norm: 5.4795 2021-06-18 11:14:04,733 - mmaction - INFO - Epoch [80][680/1879] lr: 2.000e-03, eta: 6:19:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9422, loss_cls: 0.7116, loss: 0.7116, grad_norm: 5.1372 2021-06-18 11:14:15,879 - mmaction - INFO - Epoch [80][700/1879] lr: 2.000e-03, eta: 6:19:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9359, loss_cls: 0.7511, loss: 0.7511, grad_norm: 5.2843 2021-06-18 11:14:27,020 - mmaction - INFO - Epoch [80][720/1879] lr: 2.000e-03, eta: 6:19:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9313, loss_cls: 0.7695, loss: 0.7695, grad_norm: 5.3185 2021-06-18 11:14:38,192 - mmaction - INFO - Epoch [80][740/1879] lr: 2.000e-03, eta: 6:19:23, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9359, loss_cls: 0.7305, loss: 0.7305, grad_norm: 5.1673 2021-06-18 11:14:49,329 - mmaction - INFO - Epoch [80][760/1879] lr: 2.000e-03, eta: 6:19:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7867, top5_acc: 0.9332, loss_cls: 0.8080, loss: 0.8080, grad_norm: 5.3627 2021-06-18 11:15:00,479 - mmaction - INFO - Epoch [80][780/1879] lr: 2.000e-03, eta: 6:18:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7883, top5_acc: 0.9437, loss_cls: 0.7625, loss: 0.7625, grad_norm: 5.4753 2021-06-18 11:15:11,696 - mmaction - INFO - Epoch [80][800/1879] lr: 2.000e-03, eta: 6:18:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9324, loss_cls: 0.8081, loss: 0.8081, grad_norm: 5.5005 2021-06-18 11:15:22,833 - mmaction - INFO - Epoch [80][820/1879] lr: 2.000e-03, eta: 6:18:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9320, loss_cls: 0.7691, loss: 0.7691, grad_norm: 5.4071 2021-06-18 11:15:33,966 - mmaction - INFO - Epoch [80][840/1879] lr: 2.000e-03, eta: 6:18:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9430, loss_cls: 0.7513, loss: 0.7513, grad_norm: 5.2737 2021-06-18 11:15:45,136 - mmaction - INFO - Epoch [80][860/1879] lr: 2.000e-03, eta: 6:18:11, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9289, loss_cls: 0.7815, loss: 0.7815, grad_norm: 5.2806 2021-06-18 11:15:56,285 - mmaction - INFO - Epoch [80][880/1879] lr: 2.000e-03, eta: 6:17:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8023, top5_acc: 0.9414, loss_cls: 0.7460, loss: 0.7460, grad_norm: 5.3370 2021-06-18 11:16:07,417 - mmaction - INFO - Epoch [80][900/1879] lr: 2.000e-03, eta: 6:17:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9426, loss_cls: 0.7385, loss: 0.7385, grad_norm: 5.2515 2021-06-18 11:16:18,571 - mmaction - INFO - Epoch [80][920/1879] lr: 2.000e-03, eta: 6:17:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9316, loss_cls: 0.7767, loss: 0.7767, grad_norm: 5.4517 2021-06-18 11:16:29,733 - mmaction - INFO - Epoch [80][940/1879] lr: 2.000e-03, eta: 6:17:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9363, loss_cls: 0.7586, loss: 0.7586, grad_norm: 5.3256 2021-06-18 11:16:40,916 - mmaction - INFO - Epoch [80][960/1879] lr: 2.000e-03, eta: 6:17:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9449, loss_cls: 0.7381, loss: 0.7381, grad_norm: 5.2743 2021-06-18 11:16:52,088 - mmaction - INFO - Epoch [80][980/1879] lr: 2.000e-03, eta: 6:17:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9305, loss_cls: 0.7802, loss: 0.7802, grad_norm: 5.3357 2021-06-18 11:17:03,194 - mmaction - INFO - Epoch [80][1000/1879] lr: 2.000e-03, eta: 6:16:48, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9297, loss_cls: 0.8058, loss: 0.8058, grad_norm: 5.3460 2021-06-18 11:17:14,342 - mmaction - INFO - Epoch [80][1020/1879] lr: 2.000e-03, eta: 6:16:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9336, loss_cls: 0.8138, loss: 0.8138, grad_norm: 5.5445 2021-06-18 11:17:25,478 - mmaction - INFO - Epoch [80][1040/1879] lr: 2.000e-03, eta: 6:16:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9340, loss_cls: 0.7710, loss: 0.7710, grad_norm: 5.3255 2021-06-18 11:17:36,631 - mmaction - INFO - Epoch [80][1060/1879] lr: 2.000e-03, eta: 6:16:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9395, loss_cls: 0.7643, loss: 0.7643, grad_norm: 5.4430 2021-06-18 11:17:47,788 - mmaction - INFO - Epoch [80][1080/1879] lr: 2.000e-03, eta: 6:16:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7930, top5_acc: 0.9316, loss_cls: 0.8024, loss: 0.8024, grad_norm: 5.4134 2021-06-18 11:17:58,938 - mmaction - INFO - Epoch [80][1100/1879] lr: 2.000e-03, eta: 6:15:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9379, loss_cls: 0.7557, loss: 0.7557, grad_norm: 5.2844 2021-06-18 11:18:10,103 - mmaction - INFO - Epoch [80][1120/1879] lr: 2.000e-03, eta: 6:15:36, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9453, loss_cls: 0.7258, loss: 0.7258, grad_norm: 5.3122 2021-06-18 11:18:21,258 - mmaction - INFO - Epoch [80][1140/1879] lr: 2.000e-03, eta: 6:15:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9371, loss_cls: 0.7461, loss: 0.7461, grad_norm: 5.3351 2021-06-18 11:18:32,436 - mmaction - INFO - Epoch [80][1160/1879] lr: 2.000e-03, eta: 6:15:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9410, loss_cls: 0.7606, loss: 0.7606, grad_norm: 5.4263 2021-06-18 11:18:43,576 - mmaction - INFO - Epoch [80][1180/1879] lr: 2.000e-03, eta: 6:15:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9262, loss_cls: 0.8092, loss: 0.8092, grad_norm: 5.4691 2021-06-18 11:18:54,712 - mmaction - INFO - Epoch [80][1200/1879] lr: 2.000e-03, eta: 6:14:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7957, top5_acc: 0.9418, loss_cls: 0.7807, loss: 0.7807, grad_norm: 5.3624 2021-06-18 11:19:05,866 - mmaction - INFO - Epoch [80][1220/1879] lr: 2.000e-03, eta: 6:14:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7910, top5_acc: 0.9301, loss_cls: 0.8119, loss: 0.8119, grad_norm: 5.4363 2021-06-18 11:19:17,020 - mmaction - INFO - Epoch [80][1240/1879] lr: 2.000e-03, eta: 6:14:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7922, top5_acc: 0.9336, loss_cls: 0.8081, loss: 0.8081, grad_norm: 5.4203 2021-06-18 11:19:28,177 - mmaction - INFO - Epoch [80][1260/1879] lr: 2.000e-03, eta: 6:14:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7969, top5_acc: 0.9297, loss_cls: 0.7784, loss: 0.7784, grad_norm: 5.3966 2021-06-18 11:19:39,323 - mmaction - INFO - Epoch [80][1280/1879] lr: 2.000e-03, eta: 6:14:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9465, loss_cls: 0.7211, loss: 0.7211, grad_norm: 5.2303 2021-06-18 11:19:50,483 - mmaction - INFO - Epoch [80][1300/1879] lr: 2.000e-03, eta: 6:13:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7980, top5_acc: 0.9313, loss_cls: 0.7916, loss: 0.7916, grad_norm: 5.4124 2021-06-18 11:20:01,661 - mmaction - INFO - Epoch [80][1320/1879] lr: 2.000e-03, eta: 6:13:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7977, top5_acc: 0.9352, loss_cls: 0.7498, loss: 0.7498, grad_norm: 5.2870 2021-06-18 11:20:12,807 - mmaction - INFO - Epoch [80][1340/1879] lr: 2.000e-03, eta: 6:13:25, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9375, loss_cls: 0.7511, loss: 0.7511, grad_norm: 5.2997 2021-06-18 11:20:23,907 - mmaction - INFO - Epoch [80][1360/1879] lr: 2.000e-03, eta: 6:13:13, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9359, loss_cls: 0.7638, loss: 0.7638, grad_norm: 5.3147 2021-06-18 11:20:35,061 - mmaction - INFO - Epoch [80][1380/1879] lr: 2.000e-03, eta: 6:13:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9367, loss_cls: 0.7208, loss: 0.7208, grad_norm: 5.1556 2021-06-18 11:20:46,200 - mmaction - INFO - Epoch [80][1400/1879] lr: 2.000e-03, eta: 6:12:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8241, loss: 0.8241, grad_norm: 5.5901 2021-06-18 11:20:57,356 - mmaction - INFO - Epoch [80][1420/1879] lr: 2.000e-03, eta: 6:12:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9363, loss_cls: 0.7976, loss: 0.7976, grad_norm: 5.4490 2021-06-18 11:21:08,525 - mmaction - INFO - Epoch [80][1440/1879] lr: 2.000e-03, eta: 6:12:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9461, loss_cls: 0.7247, loss: 0.7247, grad_norm: 5.3322 2021-06-18 11:21:19,674 - mmaction - INFO - Epoch [80][1460/1879] lr: 2.000e-03, eta: 6:12:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9352, loss_cls: 0.7503, loss: 0.7503, grad_norm: 5.2703 2021-06-18 11:21:30,830 - mmaction - INFO - Epoch [80][1480/1879] lr: 2.000e-03, eta: 6:12:02, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9305, loss_cls: 0.7893, loss: 0.7893, grad_norm: 5.4627 2021-06-18 11:21:41,974 - mmaction - INFO - Epoch [80][1500/1879] lr: 2.000e-03, eta: 6:11:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9187, loss_cls: 0.8281, loss: 0.8281, grad_norm: 5.3869 2021-06-18 11:21:53,140 - mmaction - INFO - Epoch [80][1520/1879] lr: 2.000e-03, eta: 6:11:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8072, loss: 0.8072, grad_norm: 5.4475 2021-06-18 11:22:04,296 - mmaction - INFO - Epoch [80][1540/1879] lr: 2.000e-03, eta: 6:11:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9336, loss_cls: 0.7694, loss: 0.7694, grad_norm: 5.1938 2021-06-18 11:22:15,426 - mmaction - INFO - Epoch [80][1560/1879] lr: 2.000e-03, eta: 6:11:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9426, loss_cls: 0.7585, loss: 0.7585, grad_norm: 5.4391 2021-06-18 11:22:26,581 - mmaction - INFO - Epoch [80][1580/1879] lr: 2.000e-03, eta: 6:11:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9340, loss_cls: 0.7598, loss: 0.7598, grad_norm: 5.2535 2021-06-18 11:22:37,733 - mmaction - INFO - Epoch [80][1600/1879] lr: 2.000e-03, eta: 6:10:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9262, loss_cls: 0.8117, loss: 0.8117, grad_norm: 5.4693 2021-06-18 11:22:48,869 - mmaction - INFO - Epoch [80][1620/1879] lr: 2.000e-03, eta: 6:10:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.7965, top5_acc: 0.9383, loss_cls: 0.7691, loss: 0.7691, grad_norm: 5.4538 2021-06-18 11:23:00,010 - mmaction - INFO - Epoch [80][1640/1879] lr: 2.000e-03, eta: 6:10:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7941, top5_acc: 0.9328, loss_cls: 0.7873, loss: 0.7873, grad_norm: 5.3809 2021-06-18 11:23:11,173 - mmaction - INFO - Epoch [80][1660/1879] lr: 2.000e-03, eta: 6:10:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9352, loss_cls: 0.7412, loss: 0.7412, grad_norm: 5.2697 2021-06-18 11:23:22,365 - mmaction - INFO - Epoch [80][1680/1879] lr: 2.000e-03, eta: 6:10:03, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9398, loss_cls: 0.7337, loss: 0.7337, grad_norm: 5.2113 2021-06-18 11:23:33,467 - mmaction - INFO - Epoch [80][1700/1879] lr: 2.000e-03, eta: 6:09:51, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9465, loss_cls: 0.7279, loss: 0.7279, grad_norm: 5.1709 2021-06-18 11:23:44,651 - mmaction - INFO - Epoch [80][1720/1879] lr: 2.000e-03, eta: 6:09:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7934, top5_acc: 0.9301, loss_cls: 0.7904, loss: 0.7904, grad_norm: 5.3461 2021-06-18 11:23:55,814 - mmaction - INFO - Epoch [80][1740/1879] lr: 2.000e-03, eta: 6:09:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9246, loss_cls: 0.8255, loss: 0.8255, grad_norm: 5.5292 2021-06-18 11:24:06,970 - mmaction - INFO - Epoch [80][1760/1879] lr: 2.000e-03, eta: 6:09:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8126, loss: 0.8126, grad_norm: 5.3815 2021-06-18 11:24:18,127 - mmaction - INFO - Epoch [80][1780/1879] lr: 2.000e-03, eta: 6:09:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9348, loss_cls: 0.7891, loss: 0.7891, grad_norm: 5.4285 2021-06-18 11:24:29,299 - mmaction - INFO - Epoch [80][1800/1879] lr: 2.000e-03, eta: 6:08:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9367, loss_cls: 0.7672, loss: 0.7672, grad_norm: 5.3828 2021-06-18 11:24:40,462 - mmaction - INFO - Epoch [80][1820/1879] lr: 2.000e-03, eta: 6:08:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7918, top5_acc: 0.9348, loss_cls: 0.7768, loss: 0.7768, grad_norm: 5.3200 2021-06-18 11:24:51,632 - mmaction - INFO - Epoch [80][1840/1879] lr: 2.000e-03, eta: 6:08:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.7914, top5_acc: 0.9379, loss_cls: 0.7728, loss: 0.7728, grad_norm: 5.1904 2021-06-18 11:25:02,788 - mmaction - INFO - Epoch [80][1860/1879] lr: 2.000e-03, eta: 6:08:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7902, top5_acc: 0.9371, loss_cls: 0.7991, loss: 0.7991, grad_norm: 5.4198 2021-06-18 11:25:17,356 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-06-18 11:26:50,387 - mmaction - INFO - Epoch [81][20/1879] lr: 2.000e-04, eta: 6:08:10, time: 4.602, data_time: 4.036, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9387, loss_cls: 0.7321, loss: 0.7321, grad_norm: 5.2152 2021-06-18 11:27:01,558 - mmaction - INFO - Epoch [81][40/1879] lr: 2.000e-04, eta: 6:07:58, time: 0.558, data_time: 0.004, memory: 7080, top1_acc: 0.7949, top5_acc: 0.9328, loss_cls: 0.7988, loss: 0.7988, grad_norm: 5.3622 2021-06-18 11:27:12,656 - mmaction - INFO - Epoch [81][60/1879] lr: 2.000e-04, eta: 6:07:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9410, loss_cls: 0.7324, loss: 0.7324, grad_norm: 5.1665 2021-06-18 11:27:23,779 - mmaction - INFO - Epoch [81][80/1879] lr: 2.000e-04, eta: 6:07:34, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9367, loss_cls: 0.7282, loss: 0.7282, grad_norm: 5.2059 2021-06-18 11:27:34,902 - mmaction - INFO - Epoch [81][100/1879] lr: 2.000e-04, eta: 6:07:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7988, top5_acc: 0.9293, loss_cls: 0.7705, loss: 0.7705, grad_norm: 5.2332 2021-06-18 11:27:46,046 - mmaction - INFO - Epoch [81][120/1879] lr: 2.000e-04, eta: 6:07:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9398, loss_cls: 0.7281, loss: 0.7281, grad_norm: 5.2524 2021-06-18 11:27:57,170 - mmaction - INFO - Epoch [81][140/1879] lr: 2.000e-04, eta: 6:06:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9449, loss_cls: 0.7115, loss: 0.7115, grad_norm: 5.1294 2021-06-18 11:28:08,297 - mmaction - INFO - Epoch [81][160/1879] lr: 2.000e-04, eta: 6:06:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.7945, top5_acc: 0.9371, loss_cls: 0.7700, loss: 0.7700, grad_norm: 5.3167 2021-06-18 11:28:19,436 - mmaction - INFO - Epoch [81][180/1879] lr: 2.000e-04, eta: 6:06:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8008, top5_acc: 0.9367, loss_cls: 0.7694, loss: 0.7694, grad_norm: 5.3524 2021-06-18 11:28:30,561 - mmaction - INFO - Epoch [81][200/1879] lr: 2.000e-04, eta: 6:06:23, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9418, loss_cls: 0.7438, loss: 0.7438, grad_norm: 5.1831 2021-06-18 11:28:41,702 - mmaction - INFO - Epoch [81][220/1879] lr: 2.000e-04, eta: 6:06:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9375, loss_cls: 0.7279, loss: 0.7279, grad_norm: 5.1527 2021-06-18 11:28:52,865 - mmaction - INFO - Epoch [81][240/1879] lr: 2.000e-04, eta: 6:05:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9426, loss_cls: 0.7105, loss: 0.7105, grad_norm: 5.1186 2021-06-18 11:29:03,980 - mmaction - INFO - Epoch [81][260/1879] lr: 2.000e-04, eta: 6:05:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9426, loss_cls: 0.7030, loss: 0.7030, grad_norm: 5.0637 2021-06-18 11:29:15,131 - mmaction - INFO - Epoch [81][280/1879] lr: 2.000e-04, eta: 6:05:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9422, loss_cls: 0.7114, loss: 0.7114, grad_norm: 5.1855 2021-06-18 11:29:26,275 - mmaction - INFO - Epoch [81][300/1879] lr: 2.000e-04, eta: 6:05:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9449, loss_cls: 0.6905, loss: 0.6905, grad_norm: 5.0660 2021-06-18 11:29:37,419 - mmaction - INFO - Epoch [81][320/1879] lr: 2.000e-04, eta: 6:05:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9445, loss_cls: 0.7347, loss: 0.7347, grad_norm: 5.2230 2021-06-18 11:29:48,587 - mmaction - INFO - Epoch [81][340/1879] lr: 2.000e-04, eta: 6:04:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9410, loss_cls: 0.7113, loss: 0.7113, grad_norm: 5.0090 2021-06-18 11:29:59,748 - mmaction - INFO - Epoch [81][360/1879] lr: 2.000e-04, eta: 6:04:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9453, loss_cls: 0.7208, loss: 0.7208, grad_norm: 5.2734 2021-06-18 11:30:10,906 - mmaction - INFO - Epoch [81][380/1879] lr: 2.000e-04, eta: 6:04:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.7996, top5_acc: 0.9371, loss_cls: 0.7553, loss: 0.7553, grad_norm: 5.2250 2021-06-18 11:30:22,023 - mmaction - INFO - Epoch [81][400/1879] lr: 2.000e-04, eta: 6:04:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9383, loss_cls: 0.7365, loss: 0.7365, grad_norm: 5.1048 2021-06-18 11:30:33,148 - mmaction - INFO - Epoch [81][420/1879] lr: 2.000e-04, eta: 6:04:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.7152, loss: 0.7152, grad_norm: 5.1359 2021-06-18 11:30:44,294 - mmaction - INFO - Epoch [81][440/1879] lr: 2.000e-04, eta: 6:04:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9313, loss_cls: 0.7590, loss: 0.7590, grad_norm: 5.2168 2021-06-18 11:30:55,417 - mmaction - INFO - Epoch [81][460/1879] lr: 2.000e-04, eta: 6:03:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9344, loss_cls: 0.7645, loss: 0.7645, grad_norm: 5.2301 2021-06-18 11:31:06,579 - mmaction - INFO - Epoch [81][480/1879] lr: 2.000e-04, eta: 6:03:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9348, loss_cls: 0.7524, loss: 0.7524, grad_norm: 5.2725 2021-06-18 11:31:17,705 - mmaction - INFO - Epoch [81][500/1879] lr: 2.000e-04, eta: 6:03:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9504, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.2197 2021-06-18 11:31:28,854 - mmaction - INFO - Epoch [81][520/1879] lr: 2.000e-04, eta: 6:03:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9398, loss_cls: 0.7301, loss: 0.7301, grad_norm: 5.4044 2021-06-18 11:31:39,981 - mmaction - INFO - Epoch [81][540/1879] lr: 2.000e-04, eta: 6:03:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9379, loss_cls: 0.7443, loss: 0.7443, grad_norm: 5.1407 2021-06-18 11:31:51,128 - mmaction - INFO - Epoch [81][560/1879] lr: 2.000e-04, eta: 6:02:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9371, loss_cls: 0.7418, loss: 0.7418, grad_norm: 5.0919 2021-06-18 11:32:02,263 - mmaction - INFO - Epoch [81][580/1879] lr: 2.000e-04, eta: 6:02:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9375, loss_cls: 0.7270, loss: 0.7270, grad_norm: 5.1588 2021-06-18 11:32:13,424 - mmaction - INFO - Epoch [81][600/1879] lr: 2.000e-04, eta: 6:02:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9363, loss_cls: 0.7287, loss: 0.7287, grad_norm: 5.1829 2021-06-18 11:32:24,575 - mmaction - INFO - Epoch [81][620/1879] lr: 2.000e-04, eta: 6:02:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9426, loss_cls: 0.7175, loss: 0.7175, grad_norm: 5.1622 2021-06-18 11:32:35,721 - mmaction - INFO - Epoch [81][640/1879] lr: 2.000e-04, eta: 6:02:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7425, loss: 0.7425, grad_norm: 5.2923 2021-06-18 11:32:46,850 - mmaction - INFO - Epoch [81][660/1879] lr: 2.000e-04, eta: 6:01:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9488, loss_cls: 0.6791, loss: 0.6791, grad_norm: 5.0765 2021-06-18 11:32:57,986 - mmaction - INFO - Epoch [81][680/1879] lr: 2.000e-04, eta: 6:01:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9430, loss_cls: 0.6940, loss: 0.6940, grad_norm: 4.9715 2021-06-18 11:33:09,112 - mmaction - INFO - Epoch [81][700/1879] lr: 2.000e-04, eta: 6:01:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9469, loss_cls: 0.6915, loss: 0.6915, grad_norm: 5.2485 2021-06-18 11:33:20,259 - mmaction - INFO - Epoch [81][720/1879] lr: 2.000e-04, eta: 6:01:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9352, loss_cls: 0.7155, loss: 0.7155, grad_norm: 5.1343 2021-06-18 11:33:31,421 - mmaction - INFO - Epoch [81][740/1879] lr: 2.000e-04, eta: 6:01:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9402, loss_cls: 0.7340, loss: 0.7340, grad_norm: 5.1809 2021-06-18 11:33:42,567 - mmaction - INFO - Epoch [81][760/1879] lr: 2.000e-04, eta: 6:00:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9461, loss_cls: 0.7377, loss: 0.7377, grad_norm: 5.1946 2021-06-18 11:33:53,702 - mmaction - INFO - Epoch [81][780/1879] lr: 2.000e-04, eta: 6:00:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8051, top5_acc: 0.9320, loss_cls: 0.7648, loss: 0.7648, grad_norm: 5.1860 2021-06-18 11:34:04,852 - mmaction - INFO - Epoch [81][800/1879] lr: 2.000e-04, eta: 6:00:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9492, loss_cls: 0.6864, loss: 0.6864, grad_norm: 5.1368 2021-06-18 11:34:15,983 - mmaction - INFO - Epoch [81][820/1879] lr: 2.000e-04, eta: 6:00:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9426, loss_cls: 0.6889, loss: 0.6889, grad_norm: 5.0803 2021-06-18 11:34:27,126 - mmaction - INFO - Epoch [81][840/1879] lr: 2.000e-04, eta: 6:00:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9402, loss_cls: 0.7233, loss: 0.7233, grad_norm: 5.1691 2021-06-18 11:34:38,264 - mmaction - INFO - Epoch [81][860/1879] lr: 2.000e-04, eta: 5:59:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9434, loss_cls: 0.7158, loss: 0.7158, grad_norm: 5.0863 2021-06-18 11:34:49,425 - mmaction - INFO - Epoch [81][880/1879] lr: 2.000e-04, eta: 5:59:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8035, top5_acc: 0.9391, loss_cls: 0.7449, loss: 0.7449, grad_norm: 5.2379 2021-06-18 11:35:00,575 - mmaction - INFO - Epoch [81][900/1879] lr: 2.000e-04, eta: 5:59:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9363, loss_cls: 0.6895, loss: 0.6895, grad_norm: 5.0388 2021-06-18 11:35:11,775 - mmaction - INFO - Epoch [81][920/1879] lr: 2.000e-04, eta: 5:59:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9426, loss_cls: 0.6991, loss: 0.6991, grad_norm: 5.1839 2021-06-18 11:35:22,909 - mmaction - INFO - Epoch [81][940/1879] lr: 2.000e-04, eta: 5:59:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9480, loss_cls: 0.6885, loss: 0.6885, grad_norm: 5.1429 2021-06-18 11:35:34,040 - mmaction - INFO - Epoch [81][960/1879] lr: 2.000e-04, eta: 5:58:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9449, loss_cls: 0.6756, loss: 0.6756, grad_norm: 4.9790 2021-06-18 11:35:45,183 - mmaction - INFO - Epoch [81][980/1879] lr: 2.000e-04, eta: 5:58:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8031, top5_acc: 0.9309, loss_cls: 0.7610, loss: 0.7610, grad_norm: 5.2590 2021-06-18 11:35:56,363 - mmaction - INFO - Epoch [81][1000/1879] lr: 2.000e-04, eta: 5:58:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9504, loss_cls: 0.6990, loss: 0.6990, grad_norm: 5.2005 2021-06-18 11:36:07,517 - mmaction - INFO - Epoch [81][1020/1879] lr: 2.000e-04, eta: 5:58:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9469, loss_cls: 0.6895, loss: 0.6895, grad_norm: 5.1823 2021-06-18 11:36:18,663 - mmaction - INFO - Epoch [81][1040/1879] lr: 2.000e-04, eta: 5:58:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9434, loss_cls: 0.7276, loss: 0.7276, grad_norm: 5.2720 2021-06-18 11:36:29,797 - mmaction - INFO - Epoch [81][1060/1879] lr: 2.000e-04, eta: 5:57:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9473, loss_cls: 0.6894, loss: 0.6894, grad_norm: 5.0918 2021-06-18 11:36:40,951 - mmaction - INFO - Epoch [81][1080/1879] lr: 2.000e-04, eta: 5:57:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9480, loss_cls: 0.7042, loss: 0.7042, grad_norm: 5.2178 2021-06-18 11:36:52,110 - mmaction - INFO - Epoch [81][1100/1879] lr: 2.000e-04, eta: 5:57:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9437, loss_cls: 0.7118, loss: 0.7118, grad_norm: 5.2379 2021-06-18 11:37:03,244 - mmaction - INFO - Epoch [81][1120/1879] lr: 2.000e-04, eta: 5:57:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9453, loss_cls: 0.7166, loss: 0.7166, grad_norm: 5.2939 2021-06-18 11:37:14,407 - mmaction - INFO - Epoch [81][1140/1879] lr: 2.000e-04, eta: 5:57:03, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9441, loss_cls: 0.7011, loss: 0.7011, grad_norm: 5.1174 2021-06-18 11:37:25,565 - mmaction - INFO - Epoch [81][1160/1879] lr: 2.000e-04, eta: 5:56:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9344, loss_cls: 0.7398, loss: 0.7398, grad_norm: 5.1916 2021-06-18 11:37:36,699 - mmaction - INFO - Epoch [81][1180/1879] lr: 2.000e-04, eta: 5:56:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9387, loss_cls: 0.7494, loss: 0.7494, grad_norm: 5.2684 2021-06-18 11:37:47,843 - mmaction - INFO - Epoch [81][1200/1879] lr: 2.000e-04, eta: 5:56:27, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9402, loss_cls: 0.7265, loss: 0.7265, grad_norm: 5.3126 2021-06-18 11:37:58,988 - mmaction - INFO - Epoch [81][1220/1879] lr: 2.000e-04, eta: 5:56:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9430, loss_cls: 0.6983, loss: 0.6983, grad_norm: 5.0981 2021-06-18 11:38:10,134 - mmaction - INFO - Epoch [81][1240/1879] lr: 2.000e-04, eta: 5:56:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9371, loss_cls: 0.7157, loss: 0.7157, grad_norm: 5.0713 2021-06-18 11:38:21,287 - mmaction - INFO - Epoch [81][1260/1879] lr: 2.000e-04, eta: 5:55:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9457, loss_cls: 0.7025, loss: 0.7025, grad_norm: 5.0864 2021-06-18 11:38:32,442 - mmaction - INFO - Epoch [81][1280/1879] lr: 2.000e-04, eta: 5:55:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9367, loss_cls: 0.7212, loss: 0.7212, grad_norm: 5.1996 2021-06-18 11:38:43,569 - mmaction - INFO - Epoch [81][1300/1879] lr: 2.000e-04, eta: 5:55:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9437, loss_cls: 0.6763, loss: 0.6763, grad_norm: 4.9937 2021-06-18 11:38:54,716 - mmaction - INFO - Epoch [81][1320/1879] lr: 2.000e-04, eta: 5:55:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9406, loss_cls: 0.7107, loss: 0.7107, grad_norm: 5.1702 2021-06-18 11:39:05,852 - mmaction - INFO - Epoch [81][1340/1879] lr: 2.000e-04, eta: 5:55:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9453, loss_cls: 0.7055, loss: 0.7055, grad_norm: 5.1094 2021-06-18 11:39:16,985 - mmaction - INFO - Epoch [81][1360/1879] lr: 2.000e-04, eta: 5:54:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9445, loss_cls: 0.7291, loss: 0.7291, grad_norm: 5.1889 2021-06-18 11:39:28,159 - mmaction - INFO - Epoch [81][1380/1879] lr: 2.000e-04, eta: 5:54:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9402, loss_cls: 0.7117, loss: 0.7117, grad_norm: 5.2702 2021-06-18 11:39:39,275 - mmaction - INFO - Epoch [81][1400/1879] lr: 2.000e-04, eta: 5:54:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9371, loss_cls: 0.7457, loss: 0.7457, grad_norm: 5.2817 2021-06-18 11:39:50,426 - mmaction - INFO - Epoch [81][1420/1879] lr: 2.000e-04, eta: 5:54:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9488, loss_cls: 0.6859, loss: 0.6859, grad_norm: 5.1135 2021-06-18 11:40:01,567 - mmaction - INFO - Epoch [81][1440/1879] lr: 2.000e-04, eta: 5:54:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9359, loss_cls: 0.7353, loss: 0.7353, grad_norm: 5.1781 2021-06-18 11:40:12,660 - mmaction - INFO - Epoch [81][1460/1879] lr: 2.000e-04, eta: 5:53:52, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9430, loss_cls: 0.6884, loss: 0.6884, grad_norm: 5.0324 2021-06-18 11:40:23,818 - mmaction - INFO - Epoch [81][1480/1879] lr: 2.000e-04, eta: 5:53:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9426, loss_cls: 0.6876, loss: 0.6876, grad_norm: 5.0791 2021-06-18 11:40:34,969 - mmaction - INFO - Epoch [81][1500/1879] lr: 2.000e-04, eta: 5:53:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9414, loss_cls: 0.7013, loss: 0.7013, grad_norm: 5.0847 2021-06-18 11:40:46,123 - mmaction - INFO - Epoch [81][1520/1879] lr: 2.000e-04, eta: 5:53:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9398, loss_cls: 0.6985, loss: 0.6985, grad_norm: 5.0287 2021-06-18 11:40:57,262 - mmaction - INFO - Epoch [81][1540/1879] lr: 2.000e-04, eta: 5:53:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9445, loss_cls: 0.6978, loss: 0.6978, grad_norm: 5.0627 2021-06-18 11:41:08,401 - mmaction - INFO - Epoch [81][1560/1879] lr: 2.000e-04, eta: 5:52:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9434, loss_cls: 0.6927, loss: 0.6927, grad_norm: 5.1302 2021-06-18 11:41:19,553 - mmaction - INFO - Epoch [81][1580/1879] lr: 2.000e-04, eta: 5:52:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9492, loss_cls: 0.6929, loss: 0.6929, grad_norm: 5.1488 2021-06-18 11:41:30,748 - mmaction - INFO - Epoch [81][1600/1879] lr: 2.000e-04, eta: 5:52:29, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9293, loss_cls: 0.7518, loss: 0.7518, grad_norm: 5.2340 2021-06-18 11:41:41,876 - mmaction - INFO - Epoch [81][1620/1879] lr: 2.000e-04, eta: 5:52:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9527, loss_cls: 0.6603, loss: 0.6603, grad_norm: 4.9335 2021-06-18 11:41:53,032 - mmaction - INFO - Epoch [81][1640/1879] lr: 2.000e-04, eta: 5:52:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9426, loss_cls: 0.6802, loss: 0.6802, grad_norm: 5.0045 2021-06-18 11:42:04,170 - mmaction - INFO - Epoch [81][1660/1879] lr: 2.000e-04, eta: 5:51:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9406, loss_cls: 0.7246, loss: 0.7246, grad_norm: 5.1641 2021-06-18 11:42:15,270 - mmaction - INFO - Epoch [81][1680/1879] lr: 2.000e-04, eta: 5:51:41, time: 0.554, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9340, loss_cls: 0.7375, loss: 0.7375, grad_norm: 5.1834 2021-06-18 11:42:26,369 - mmaction - INFO - Epoch [81][1700/1879] lr: 2.000e-04, eta: 5:51:30, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9348, loss_cls: 0.7667, loss: 0.7667, grad_norm: 5.2625 2021-06-18 11:42:37,495 - mmaction - INFO - Epoch [81][1720/1879] lr: 2.000e-04, eta: 5:51:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9445, loss_cls: 0.7037, loss: 0.7037, grad_norm: 5.2759 2021-06-18 11:42:48,620 - mmaction - INFO - Epoch [81][1740/1879] lr: 2.000e-04, eta: 5:51:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9367, loss_cls: 0.7188, loss: 0.7188, grad_norm: 5.0368 2021-06-18 11:42:59,769 - mmaction - INFO - Epoch [81][1760/1879] lr: 2.000e-04, eta: 5:50:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9484, loss_cls: 0.6524, loss: 0.6524, grad_norm: 4.9910 2021-06-18 11:43:10,911 - mmaction - INFO - Epoch [81][1780/1879] lr: 2.000e-04, eta: 5:50:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9430, loss_cls: 0.7152, loss: 0.7152, grad_norm: 5.1234 2021-06-18 11:43:22,043 - mmaction - INFO - Epoch [81][1800/1879] lr: 2.000e-04, eta: 5:50:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9426, loss_cls: 0.7150, loss: 0.7150, grad_norm: 5.0780 2021-06-18 11:43:33,196 - mmaction - INFO - Epoch [81][1820/1879] lr: 2.000e-04, eta: 5:50:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9441, loss_cls: 0.7107, loss: 0.7107, grad_norm: 5.2237 2021-06-18 11:43:44,339 - mmaction - INFO - Epoch [81][1840/1879] lr: 2.000e-04, eta: 5:50:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9387, loss_cls: 0.7133, loss: 0.7133, grad_norm: 5.2667 2021-06-18 11:43:55,498 - mmaction - INFO - Epoch [81][1860/1879] lr: 2.000e-04, eta: 5:49:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6720, loss: 0.6720, grad_norm: 5.0777 2021-06-18 11:44:07,830 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-06-18 11:45:33,517 - mmaction - INFO - Epoch [82][20/1879] lr: 2.000e-04, eta: 5:49:46, time: 4.266, data_time: 3.683, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6699, loss: 0.6699, grad_norm: 4.9938 2021-06-18 11:45:44,671 - mmaction - INFO - Epoch [82][40/1879] lr: 2.000e-04, eta: 5:49:34, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9434, loss_cls: 0.7139, loss: 0.7139, grad_norm: 5.2559 2021-06-18 11:45:55,781 - mmaction - INFO - Epoch [82][60/1879] lr: 2.000e-04, eta: 5:49:22, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9469, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.0686 2021-06-18 11:46:06,899 - mmaction - INFO - Epoch [82][80/1879] lr: 2.000e-04, eta: 5:49:10, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9527, loss_cls: 0.6378, loss: 0.6378, grad_norm: 4.8673 2021-06-18 11:46:18,015 - mmaction - INFO - Epoch [82][100/1879] lr: 2.000e-04, eta: 5:48:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9430, loss_cls: 0.6984, loss: 0.6984, grad_norm: 5.1585 2021-06-18 11:46:29,156 - mmaction - INFO - Epoch [82][120/1879] lr: 2.000e-04, eta: 5:48:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9488, loss_cls: 0.6745, loss: 0.6745, grad_norm: 5.1166 2021-06-18 11:46:40,306 - mmaction - INFO - Epoch [82][140/1879] lr: 2.000e-04, eta: 5:48:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9434, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.2051 2021-06-18 11:46:51,450 - mmaction - INFO - Epoch [82][160/1879] lr: 2.000e-04, eta: 5:48:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9352, loss_cls: 0.7321, loss: 0.7321, grad_norm: 5.1871 2021-06-18 11:47:02,610 - mmaction - INFO - Epoch [82][180/1879] lr: 2.000e-04, eta: 5:48:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9473, loss_cls: 0.7154, loss: 0.7154, grad_norm: 5.1161 2021-06-18 11:47:13,754 - mmaction - INFO - Epoch [82][200/1879] lr: 2.000e-04, eta: 5:47:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9430, loss_cls: 0.7205, loss: 0.7205, grad_norm: 5.2152 2021-06-18 11:47:24,879 - mmaction - INFO - Epoch [82][220/1879] lr: 2.000e-04, eta: 5:47:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9523, loss_cls: 0.6431, loss: 0.6431, grad_norm: 4.9739 2021-06-18 11:47:36,030 - mmaction - INFO - Epoch [82][240/1879] lr: 2.000e-04, eta: 5:47:35, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9402, loss_cls: 0.7097, loss: 0.7097, grad_norm: 5.1888 2021-06-18 11:47:47,180 - mmaction - INFO - Epoch [82][260/1879] lr: 2.000e-04, eta: 5:47:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9492, loss_cls: 0.7000, loss: 0.7000, grad_norm: 5.2284 2021-06-18 11:47:58,327 - mmaction - INFO - Epoch [82][280/1879] lr: 2.000e-04, eta: 5:47:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9473, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.0388 2021-06-18 11:48:09,463 - mmaction - INFO - Epoch [82][300/1879] lr: 2.000e-04, eta: 5:46:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9512, loss_cls: 0.6689, loss: 0.6689, grad_norm: 5.1341 2021-06-18 11:48:20,601 - mmaction - INFO - Epoch [82][320/1879] lr: 2.000e-04, eta: 5:46:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9422, loss_cls: 0.7139, loss: 0.7139, grad_norm: 5.2200 2021-06-18 11:48:31,753 - mmaction - INFO - Epoch [82][340/1879] lr: 2.000e-04, eta: 5:46:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9445, loss_cls: 0.6679, loss: 0.6679, grad_norm: 4.9642 2021-06-18 11:48:42,898 - mmaction - INFO - Epoch [82][360/1879] lr: 2.000e-04, eta: 5:46:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9437, loss_cls: 0.7043, loss: 0.7043, grad_norm: 5.1688 2021-06-18 11:48:54,050 - mmaction - INFO - Epoch [82][380/1879] lr: 2.000e-04, eta: 5:46:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9461, loss_cls: 0.6985, loss: 0.6985, grad_norm: 5.2137 2021-06-18 11:49:05,207 - mmaction - INFO - Epoch [82][400/1879] lr: 2.000e-04, eta: 5:46:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9492, loss_cls: 0.6828, loss: 0.6828, grad_norm: 5.0961 2021-06-18 11:49:16,342 - mmaction - INFO - Epoch [82][420/1879] lr: 2.000e-04, eta: 5:45:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9398, loss_cls: 0.7244, loss: 0.7244, grad_norm: 5.2559 2021-06-18 11:49:27,494 - mmaction - INFO - Epoch [82][440/1879] lr: 2.000e-04, eta: 5:45:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9422, loss_cls: 0.7257, loss: 0.7257, grad_norm: 5.2591 2021-06-18 11:49:38,673 - mmaction - INFO - Epoch [82][460/1879] lr: 2.000e-04, eta: 5:45:24, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.6955, loss: 0.6955, grad_norm: 5.1321 2021-06-18 11:49:49,789 - mmaction - INFO - Epoch [82][480/1879] lr: 2.000e-04, eta: 5:45:12, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9492, loss_cls: 0.6938, loss: 0.6938, grad_norm: 5.1985 2021-06-18 11:50:00,949 - mmaction - INFO - Epoch [82][500/1879] lr: 2.000e-04, eta: 5:45:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9453, loss_cls: 0.6752, loss: 0.6752, grad_norm: 5.0934 2021-06-18 11:50:12,153 - mmaction - INFO - Epoch [82][520/1879] lr: 2.000e-04, eta: 5:44:48, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9453, loss_cls: 0.7040, loss: 0.7040, grad_norm: 5.2020 2021-06-18 11:50:23,297 - mmaction - INFO - Epoch [82][540/1879] lr: 2.000e-04, eta: 5:44:37, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9395, loss_cls: 0.7094, loss: 0.7094, grad_norm: 5.2848 2021-06-18 11:50:34,459 - mmaction - INFO - Epoch [82][560/1879] lr: 2.000e-04, eta: 5:44:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9500, loss_cls: 0.6569, loss: 0.6569, grad_norm: 4.9930 2021-06-18 11:50:45,612 - mmaction - INFO - Epoch [82][580/1879] lr: 2.000e-04, eta: 5:44:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7295, loss: 0.7295, grad_norm: 5.2653 2021-06-18 11:50:56,736 - mmaction - INFO - Epoch [82][600/1879] lr: 2.000e-04, eta: 5:44:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9379, loss_cls: 0.6961, loss: 0.6961, grad_norm: 5.0869 2021-06-18 11:51:07,869 - mmaction - INFO - Epoch [82][620/1879] lr: 2.000e-04, eta: 5:43:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9449, loss_cls: 0.6884, loss: 0.6884, grad_norm: 5.1892 2021-06-18 11:51:19,009 - mmaction - INFO - Epoch [82][640/1879] lr: 2.000e-04, eta: 5:43:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9512, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.1793 2021-06-18 11:51:30,164 - mmaction - INFO - Epoch [82][660/1879] lr: 2.000e-04, eta: 5:43:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9469, loss_cls: 0.6724, loss: 0.6724, grad_norm: 5.0110 2021-06-18 11:51:41,347 - mmaction - INFO - Epoch [82][680/1879] lr: 2.000e-04, eta: 5:43:13, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9391, loss_cls: 0.7097, loss: 0.7097, grad_norm: 5.0415 2021-06-18 11:51:52,511 - mmaction - INFO - Epoch [82][700/1879] lr: 2.000e-04, eta: 5:43:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9426, loss_cls: 0.7132, loss: 0.7132, grad_norm: 5.2658 2021-06-18 11:52:03,681 - mmaction - INFO - Epoch [82][720/1879] lr: 2.000e-04, eta: 5:42:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9363, loss_cls: 0.7266, loss: 0.7266, grad_norm: 5.1831 2021-06-18 11:52:14,815 - mmaction - INFO - Epoch [82][740/1879] lr: 2.000e-04, eta: 5:42:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9457, loss_cls: 0.7233, loss: 0.7233, grad_norm: 5.2986 2021-06-18 11:52:25,958 - mmaction - INFO - Epoch [82][760/1879] lr: 2.000e-04, eta: 5:42:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9590, loss_cls: 0.6404, loss: 0.6404, grad_norm: 5.0556 2021-06-18 11:52:37,159 - mmaction - INFO - Epoch [82][780/1879] lr: 2.000e-04, eta: 5:42:14, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9379, loss_cls: 0.7337, loss: 0.7337, grad_norm: 5.2696 2021-06-18 11:52:48,273 - mmaction - INFO - Epoch [82][800/1879] lr: 2.000e-04, eta: 5:42:02, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6831, loss: 0.6831, grad_norm: 5.1132 2021-06-18 11:52:59,413 - mmaction - INFO - Epoch [82][820/1879] lr: 2.000e-04, eta: 5:41:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9434, loss_cls: 0.7114, loss: 0.7114, grad_norm: 5.3434 2021-06-18 11:53:10,582 - mmaction - INFO - Epoch [82][840/1879] lr: 2.000e-04, eta: 5:41:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9426, loss_cls: 0.7211, loss: 0.7211, grad_norm: 5.2295 2021-06-18 11:53:21,736 - mmaction - INFO - Epoch [82][860/1879] lr: 2.000e-04, eta: 5:41:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9449, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.0215 2021-06-18 11:53:32,879 - mmaction - INFO - Epoch [82][880/1879] lr: 2.000e-04, eta: 5:41:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6479, loss: 0.6479, grad_norm: 5.0517 2021-06-18 11:53:44,052 - mmaction - INFO - Epoch [82][900/1879] lr: 2.000e-04, eta: 5:41:02, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9414, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.0358 2021-06-18 11:53:55,183 - mmaction - INFO - Epoch [82][920/1879] lr: 2.000e-04, eta: 5:40:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9395, loss_cls: 0.7066, loss: 0.7066, grad_norm: 5.1851 2021-06-18 11:54:06,323 - mmaction - INFO - Epoch [82][940/1879] lr: 2.000e-04, eta: 5:40:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9410, loss_cls: 0.6963, loss: 0.6963, grad_norm: 5.2150 2021-06-18 11:54:17,466 - mmaction - INFO - Epoch [82][960/1879] lr: 2.000e-04, eta: 5:40:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9500, loss_cls: 0.6479, loss: 0.6479, grad_norm: 4.9282 2021-06-18 11:54:28,631 - mmaction - INFO - Epoch [82][980/1879] lr: 2.000e-04, eta: 5:40:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9449, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.1187 2021-06-18 11:54:39,772 - mmaction - INFO - Epoch [82][1000/1879] lr: 2.000e-04, eta: 5:40:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9391, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.0455 2021-06-18 11:54:50,915 - mmaction - INFO - Epoch [82][1020/1879] lr: 2.000e-04, eta: 5:39:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9449, loss_cls: 0.6988, loss: 0.6988, grad_norm: 5.1970 2021-06-18 11:55:02,058 - mmaction - INFO - Epoch [82][1040/1879] lr: 2.000e-04, eta: 5:39:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9422, loss_cls: 0.7179, loss: 0.7179, grad_norm: 5.2157 2021-06-18 11:55:13,221 - mmaction - INFO - Epoch [82][1060/1879] lr: 2.000e-04, eta: 5:39:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9402, loss_cls: 0.7188, loss: 0.7188, grad_norm: 5.3452 2021-06-18 11:55:24,372 - mmaction - INFO - Epoch [82][1080/1879] lr: 2.000e-04, eta: 5:39:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9441, loss_cls: 0.6961, loss: 0.6961, grad_norm: 5.2120 2021-06-18 11:55:35,545 - mmaction - INFO - Epoch [82][1100/1879] lr: 2.000e-04, eta: 5:39:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9387, loss_cls: 0.7058, loss: 0.7058, grad_norm: 4.9746 2021-06-18 11:55:46,681 - mmaction - INFO - Epoch [82][1120/1879] lr: 2.000e-04, eta: 5:38:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9434, loss_cls: 0.7292, loss: 0.7292, grad_norm: 5.2793 2021-06-18 11:55:57,839 - mmaction - INFO - Epoch [82][1140/1879] lr: 2.000e-04, eta: 5:38:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8395, top5_acc: 0.9434, loss_cls: 0.6333, loss: 0.6333, grad_norm: 4.8096 2021-06-18 11:56:08,981 - mmaction - INFO - Epoch [82][1160/1879] lr: 2.000e-04, eta: 5:38:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9391, loss_cls: 0.7239, loss: 0.7239, grad_norm: 5.1734 2021-06-18 11:56:20,127 - mmaction - INFO - Epoch [82][1180/1879] lr: 2.000e-04, eta: 5:38:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8016, top5_acc: 0.9363, loss_cls: 0.7503, loss: 0.7503, grad_norm: 5.3889 2021-06-18 11:56:31,250 - mmaction - INFO - Epoch [82][1200/1879] lr: 2.000e-04, eta: 5:38:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9410, loss_cls: 0.7184, loss: 0.7184, grad_norm: 5.2167 2021-06-18 11:56:42,386 - mmaction - INFO - Epoch [82][1220/1879] lr: 2.000e-04, eta: 5:37:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9437, loss_cls: 0.7089, loss: 0.7089, grad_norm: 5.1938 2021-06-18 11:56:53,551 - mmaction - INFO - Epoch [82][1240/1879] lr: 2.000e-04, eta: 5:37:40, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9383, loss_cls: 0.7224, loss: 0.7224, grad_norm: 5.1821 2021-06-18 11:57:04,682 - mmaction - INFO - Epoch [82][1260/1879] lr: 2.000e-04, eta: 5:37:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9422, loss_cls: 0.6759, loss: 0.6759, grad_norm: 5.1481 2021-06-18 11:57:15,813 - mmaction - INFO - Epoch [82][1280/1879] lr: 2.000e-04, eta: 5:37:16, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9418, loss_cls: 0.7252, loss: 0.7252, grad_norm: 5.2245 2021-06-18 11:57:26,971 - mmaction - INFO - Epoch [82][1300/1879] lr: 2.000e-04, eta: 5:37:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9422, loss_cls: 0.6935, loss: 0.6935, grad_norm: 5.3096 2021-06-18 11:57:38,125 - mmaction - INFO - Epoch [82][1320/1879] lr: 2.000e-04, eta: 5:36:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9371, loss_cls: 0.7250, loss: 0.7250, grad_norm: 5.2145 2021-06-18 11:57:49,264 - mmaction - INFO - Epoch [82][1340/1879] lr: 2.000e-04, eta: 5:36:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9469, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.2102 2021-06-18 11:58:00,397 - mmaction - INFO - Epoch [82][1360/1879] lr: 2.000e-04, eta: 5:36:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9484, loss_cls: 0.6521, loss: 0.6521, grad_norm: 5.1800 2021-06-18 11:58:11,555 - mmaction - INFO - Epoch [82][1380/1879] lr: 2.000e-04, eta: 5:36:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9484, loss_cls: 0.6574, loss: 0.6574, grad_norm: 5.0182 2021-06-18 11:58:22,692 - mmaction - INFO - Epoch [82][1400/1879] lr: 2.000e-04, eta: 5:36:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9379, loss_cls: 0.7458, loss: 0.7458, grad_norm: 5.3605 2021-06-18 11:58:33,837 - mmaction - INFO - Epoch [82][1420/1879] lr: 2.000e-04, eta: 5:35:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9406, loss_cls: 0.6926, loss: 0.6926, grad_norm: 5.0605 2021-06-18 11:58:44,992 - mmaction - INFO - Epoch [82][1440/1879] lr: 2.000e-04, eta: 5:35:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9437, loss_cls: 0.7186, loss: 0.7186, grad_norm: 5.1220 2021-06-18 11:58:56,138 - mmaction - INFO - Epoch [82][1460/1879] lr: 2.000e-04, eta: 5:35:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9480, loss_cls: 0.6945, loss: 0.6945, grad_norm: 5.2388 2021-06-18 11:59:07,277 - mmaction - INFO - Epoch [82][1480/1879] lr: 2.000e-04, eta: 5:35:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9461, loss_cls: 0.7133, loss: 0.7133, grad_norm: 5.1989 2021-06-18 11:59:18,437 - mmaction - INFO - Epoch [82][1500/1879] lr: 2.000e-04, eta: 5:35:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9461, loss_cls: 0.6993, loss: 0.6993, grad_norm: 5.1605 2021-06-18 11:59:29,595 - mmaction - INFO - Epoch [82][1520/1879] lr: 2.000e-04, eta: 5:34:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9563, loss_cls: 0.6638, loss: 0.6638, grad_norm: 5.0336 2021-06-18 11:59:40,754 - mmaction - INFO - Epoch [82][1540/1879] lr: 2.000e-04, eta: 5:34:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9383, loss_cls: 0.7349, loss: 0.7349, grad_norm: 5.2118 2021-06-18 11:59:51,906 - mmaction - INFO - Epoch [82][1560/1879] lr: 2.000e-04, eta: 5:34:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9352, loss_cls: 0.7424, loss: 0.7424, grad_norm: 5.3309 2021-06-18 12:00:03,900 - mmaction - INFO - Epoch [82][1580/1879] lr: 2.000e-04, eta: 5:34:18, time: 0.597, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9395, loss_cls: 0.7260, loss: 0.7260, grad_norm: 5.2343 2021-06-18 12:00:15,455 - mmaction - INFO - Epoch [82][1600/1879] lr: 2.000e-04, eta: 5:34:06, time: 0.580, data_time: 0.019, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9492, loss_cls: 0.6533, loss: 0.6533, grad_norm: 5.0378 2021-06-18 12:00:26,608 - mmaction - INFO - Epoch [82][1620/1879] lr: 2.000e-04, eta: 5:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7281, loss: 0.7281, grad_norm: 5.2620 2021-06-18 12:00:37,754 - mmaction - INFO - Epoch [82][1640/1879] lr: 2.000e-04, eta: 5:33:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9434, loss_cls: 0.7170, loss: 0.7170, grad_norm: 5.2390 2021-06-18 12:00:48,912 - mmaction - INFO - Epoch [82][1660/1879] lr: 2.000e-04, eta: 5:33:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9500, loss_cls: 0.6977, loss: 0.6977, grad_norm: 5.2921 2021-06-18 12:01:00,083 - mmaction - INFO - Epoch [82][1680/1879] lr: 2.000e-04, eta: 5:33:19, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9355, loss_cls: 0.7458, loss: 0.7458, grad_norm: 5.3302 2021-06-18 12:01:11,220 - mmaction - INFO - Epoch [82][1700/1879] lr: 2.000e-04, eta: 5:33:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7395, loss: 0.7395, grad_norm: 5.2856 2021-06-18 12:01:22,370 - mmaction - INFO - Epoch [82][1720/1879] lr: 2.000e-04, eta: 5:32:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9422, loss_cls: 0.7067, loss: 0.7067, grad_norm: 5.2595 2021-06-18 12:01:33,524 - mmaction - INFO - Epoch [82][1740/1879] lr: 2.000e-04, eta: 5:32:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9383, loss_cls: 0.7181, loss: 0.7181, grad_norm: 5.1816 2021-06-18 12:01:44,664 - mmaction - INFO - Epoch [82][1760/1879] lr: 2.000e-04, eta: 5:32:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9402, loss_cls: 0.7280, loss: 0.7280, grad_norm: 5.3978 2021-06-18 12:01:55,823 - mmaction - INFO - Epoch [82][1780/1879] lr: 2.000e-04, eta: 5:32:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9457, loss_cls: 0.6647, loss: 0.6647, grad_norm: 5.0519 2021-06-18 12:02:06,936 - mmaction - INFO - Epoch [82][1800/1879] lr: 2.000e-04, eta: 5:32:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9480, loss_cls: 0.6912, loss: 0.6912, grad_norm: 5.1757 2021-06-18 12:02:18,077 - mmaction - INFO - Epoch [82][1820/1879] lr: 2.000e-04, eta: 5:31:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9430, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.0590 2021-06-18 12:02:29,205 - mmaction - INFO - Epoch [82][1840/1879] lr: 2.000e-04, eta: 5:31:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9430, loss_cls: 0.7053, loss: 0.7053, grad_norm: 5.3385 2021-06-18 12:02:40,352 - mmaction - INFO - Epoch [82][1860/1879] lr: 2.000e-04, eta: 5:31:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9383, loss_cls: 0.7182, loss: 0.7182, grad_norm: 5.1057 2021-06-18 12:02:52,915 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-06-18 12:04:11,307 - mmaction - INFO - Epoch [83][20/1879] lr: 2.000e-04, eta: 5:31:21, time: 3.865, data_time: 3.305, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9422, loss_cls: 0.7150, loss: 0.7150, grad_norm: 5.1636 2021-06-18 12:04:22,443 - mmaction - INFO - Epoch [83][40/1879] lr: 2.000e-04, eta: 5:31:09, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9367, loss_cls: 0.7302, loss: 0.7302, grad_norm: 5.2493 2021-06-18 12:04:33,560 - mmaction - INFO - Epoch [83][60/1879] lr: 2.000e-04, eta: 5:30:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9328, loss_cls: 0.7283, loss: 0.7283, grad_norm: 5.2004 2021-06-18 12:04:44,677 - mmaction - INFO - Epoch [83][80/1879] lr: 2.000e-04, eta: 5:30:45, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9535, loss_cls: 0.6646, loss: 0.6646, grad_norm: 5.2226 2021-06-18 12:04:55,805 - mmaction - INFO - Epoch [83][100/1879] lr: 2.000e-04, eta: 5:30:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9496, loss_cls: 0.6709, loss: 0.6709, grad_norm: 5.0453 2021-06-18 12:05:07,090 - mmaction - INFO - Epoch [83][120/1879] lr: 2.000e-04, eta: 5:30:21, time: 0.564, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9441, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.0381 2021-06-18 12:05:18,238 - mmaction - INFO - Epoch [83][140/1879] lr: 2.000e-04, eta: 5:30:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9395, loss_cls: 0.7365, loss: 0.7365, grad_norm: 5.2415 2021-06-18 12:05:29,381 - mmaction - INFO - Epoch [83][160/1879] lr: 2.000e-04, eta: 5:29:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9457, loss_cls: 0.6620, loss: 0.6620, grad_norm: 5.1395 2021-06-18 12:05:40,493 - mmaction - INFO - Epoch [83][180/1879] lr: 2.000e-04, eta: 5:29:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9480, loss_cls: 0.6710, loss: 0.6710, grad_norm: 5.1174 2021-06-18 12:05:51,629 - mmaction - INFO - Epoch [83][200/1879] lr: 2.000e-04, eta: 5:29:34, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9309, loss_cls: 0.7298, loss: 0.7298, grad_norm: 5.1077 2021-06-18 12:06:02,774 - mmaction - INFO - Epoch [83][220/1879] lr: 2.000e-04, eta: 5:29:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9484, loss_cls: 0.6792, loss: 0.6792, grad_norm: 5.1432 2021-06-18 12:06:13,925 - mmaction - INFO - Epoch [83][240/1879] lr: 2.000e-04, eta: 5:29:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9406, loss_cls: 0.7101, loss: 0.7101, grad_norm: 5.1610 2021-06-18 12:06:25,080 - mmaction - INFO - Epoch [83][260/1879] lr: 2.000e-04, eta: 5:28:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9469, loss_cls: 0.6786, loss: 0.6786, grad_norm: 5.1402 2021-06-18 12:06:36,208 - mmaction - INFO - Epoch [83][280/1879] lr: 2.000e-04, eta: 5:28:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9527, loss_cls: 0.6644, loss: 0.6644, grad_norm: 5.1761 2021-06-18 12:06:47,347 - mmaction - INFO - Epoch [83][300/1879] lr: 2.000e-04, eta: 5:28:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9395, loss_cls: 0.7168, loss: 0.7168, grad_norm: 5.1646 2021-06-18 12:06:58,489 - mmaction - INFO - Epoch [83][320/1879] lr: 2.000e-04, eta: 5:28:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9418, loss_cls: 0.7129, loss: 0.7129, grad_norm: 5.1266 2021-06-18 12:07:09,621 - mmaction - INFO - Epoch [83][340/1879] lr: 2.000e-04, eta: 5:28:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9387, loss_cls: 0.6857, loss: 0.6857, grad_norm: 5.0463 2021-06-18 12:07:20,765 - mmaction - INFO - Epoch [83][360/1879] lr: 2.000e-04, eta: 5:27:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9391, loss_cls: 0.7368, loss: 0.7368, grad_norm: 5.4205 2021-06-18 12:07:31,896 - mmaction - INFO - Epoch [83][380/1879] lr: 2.000e-04, eta: 5:27:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9395, loss_cls: 0.7528, loss: 0.7528, grad_norm: 5.2977 2021-06-18 12:07:43,038 - mmaction - INFO - Epoch [83][400/1879] lr: 2.000e-04, eta: 5:27:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9469, loss_cls: 0.7022, loss: 0.7022, grad_norm: 5.2298 2021-06-18 12:07:54,205 - mmaction - INFO - Epoch [83][420/1879] lr: 2.000e-04, eta: 5:27:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9355, loss_cls: 0.7159, loss: 0.7159, grad_norm: 5.2126 2021-06-18 12:08:05,366 - mmaction - INFO - Epoch [83][440/1879] lr: 2.000e-04, eta: 5:27:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9410, loss_cls: 0.7214, loss: 0.7214, grad_norm: 5.2786 2021-06-18 12:08:16,493 - mmaction - INFO - Epoch [83][460/1879] lr: 2.000e-04, eta: 5:26:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9488, loss_cls: 0.7023, loss: 0.7023, grad_norm: 5.2943 2021-06-18 12:08:27,664 - mmaction - INFO - Epoch [83][480/1879] lr: 2.000e-04, eta: 5:26:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9484, loss_cls: 0.6947, loss: 0.6947, grad_norm: 5.3714 2021-06-18 12:08:38,852 - mmaction - INFO - Epoch [83][500/1879] lr: 2.000e-04, eta: 5:26:35, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6468, loss: 0.6468, grad_norm: 5.1306 2021-06-18 12:08:50,016 - mmaction - INFO - Epoch [83][520/1879] lr: 2.000e-04, eta: 5:26:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9473, loss_cls: 0.6658, loss: 0.6658, grad_norm: 4.9831 2021-06-18 12:09:01,169 - mmaction - INFO - Epoch [83][540/1879] lr: 2.000e-04, eta: 5:26:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9395, loss_cls: 0.7217, loss: 0.7217, grad_norm: 5.2490 2021-06-18 12:09:12,347 - mmaction - INFO - Epoch [83][560/1879] lr: 2.000e-04, eta: 5:25:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9375, loss_cls: 0.7440, loss: 0.7440, grad_norm: 5.3000 2021-06-18 12:09:23,490 - mmaction - INFO - Epoch [83][580/1879] lr: 2.000e-04, eta: 5:25:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9410, loss_cls: 0.6727, loss: 0.6727, grad_norm: 5.0880 2021-06-18 12:09:34,658 - mmaction - INFO - Epoch [83][600/1879] lr: 2.000e-04, eta: 5:25:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9539, loss_cls: 0.6359, loss: 0.6359, grad_norm: 5.1040 2021-06-18 12:09:45,815 - mmaction - INFO - Epoch [83][620/1879] lr: 2.000e-04, eta: 5:25:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9465, loss_cls: 0.7123, loss: 0.7123, grad_norm: 5.3573 2021-06-18 12:09:56,958 - mmaction - INFO - Epoch [83][640/1879] lr: 2.000e-04, eta: 5:25:12, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9437, loss_cls: 0.6981, loss: 0.6981, grad_norm: 5.1902 2021-06-18 12:10:08,122 - mmaction - INFO - Epoch [83][660/1879] lr: 2.000e-04, eta: 5:25:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6390, loss: 0.6390, grad_norm: 4.9760 2021-06-18 12:10:19,263 - mmaction - INFO - Epoch [83][680/1879] lr: 2.000e-04, eta: 5:24:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9434, loss_cls: 0.6977, loss: 0.6977, grad_norm: 5.1193 2021-06-18 12:10:30,435 - mmaction - INFO - Epoch [83][700/1879] lr: 2.000e-04, eta: 5:24:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8078, top5_acc: 0.9434, loss_cls: 0.7235, loss: 0.7235, grad_norm: 5.2250 2021-06-18 12:10:41,583 - mmaction - INFO - Epoch [83][720/1879] lr: 2.000e-04, eta: 5:24:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9445, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.1532 2021-06-18 12:10:52,741 - mmaction - INFO - Epoch [83][740/1879] lr: 2.000e-04, eta: 5:24:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9359, loss_cls: 0.7391, loss: 0.7391, grad_norm: 5.4408 2021-06-18 12:11:03,876 - mmaction - INFO - Epoch [83][760/1879] lr: 2.000e-04, eta: 5:24:01, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9426, loss_cls: 0.7012, loss: 0.7012, grad_norm: 5.2276 2021-06-18 12:11:15,011 - mmaction - INFO - Epoch [83][780/1879] lr: 2.000e-04, eta: 5:23:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7203, loss: 0.7203, grad_norm: 5.1977 2021-06-18 12:11:26,182 - mmaction - INFO - Epoch [83][800/1879] lr: 2.000e-04, eta: 5:23:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9469, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.1031 2021-06-18 12:11:37,320 - mmaction - INFO - Epoch [83][820/1879] lr: 2.000e-04, eta: 5:23:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9422, loss_cls: 0.7015, loss: 0.7015, grad_norm: 5.2305 2021-06-18 12:11:48,495 - mmaction - INFO - Epoch [83][840/1879] lr: 2.000e-04, eta: 5:23:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9340, loss_cls: 0.7474, loss: 0.7474, grad_norm: 5.3543 2021-06-18 12:11:59,646 - mmaction - INFO - Epoch [83][860/1879] lr: 2.000e-04, eta: 5:23:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9426, loss_cls: 0.6797, loss: 0.6797, grad_norm: 5.0387 2021-06-18 12:12:10,799 - mmaction - INFO - Epoch [83][880/1879] lr: 2.000e-04, eta: 5:22:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9375, loss_cls: 0.7090, loss: 0.7090, grad_norm: 5.1734 2021-06-18 12:12:21,947 - mmaction - INFO - Epoch [83][900/1879] lr: 2.000e-04, eta: 5:22:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9480, loss_cls: 0.6530, loss: 0.6530, grad_norm: 5.1175 2021-06-18 12:12:33,098 - mmaction - INFO - Epoch [83][920/1879] lr: 2.000e-04, eta: 5:22:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9437, loss_cls: 0.6508, loss: 0.6508, grad_norm: 5.1512 2021-06-18 12:12:44,256 - mmaction - INFO - Epoch [83][940/1879] lr: 2.000e-04, eta: 5:22:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9422, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.1002 2021-06-18 12:12:55,418 - mmaction - INFO - Epoch [83][960/1879] lr: 2.000e-04, eta: 5:22:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9477, loss_cls: 0.6563, loss: 0.6563, grad_norm: 5.0754 2021-06-18 12:13:06,571 - mmaction - INFO - Epoch [83][980/1879] lr: 2.000e-04, eta: 5:21:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9465, loss_cls: 0.6599, loss: 0.6599, grad_norm: 4.9964 2021-06-18 12:13:17,711 - mmaction - INFO - Epoch [83][1000/1879] lr: 2.000e-04, eta: 5:21:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9434, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.1473 2021-06-18 12:13:28,860 - mmaction - INFO - Epoch [83][1020/1879] lr: 2.000e-04, eta: 5:21:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9445, loss_cls: 0.6981, loss: 0.6981, grad_norm: 5.2498 2021-06-18 12:13:40,024 - mmaction - INFO - Epoch [83][1040/1879] lr: 2.000e-04, eta: 5:21:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9449, loss_cls: 0.7046, loss: 0.7046, grad_norm: 5.0234 2021-06-18 12:13:51,191 - mmaction - INFO - Epoch [83][1060/1879] lr: 2.000e-04, eta: 5:21:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9508, loss_cls: 0.6637, loss: 0.6637, grad_norm: 5.1573 2021-06-18 12:14:02,329 - mmaction - INFO - Epoch [83][1080/1879] lr: 2.000e-04, eta: 5:20:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9402, loss_cls: 0.7183, loss: 0.7183, grad_norm: 5.3358 2021-06-18 12:14:13,444 - mmaction - INFO - Epoch [83][1100/1879] lr: 2.000e-04, eta: 5:20:38, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9340, loss_cls: 0.7669, loss: 0.7669, grad_norm: 5.3241 2021-06-18 12:14:24,614 - mmaction - INFO - Epoch [83][1120/1879] lr: 2.000e-04, eta: 5:20:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8027, top5_acc: 0.9309, loss_cls: 0.7682, loss: 0.7682, grad_norm: 5.4120 2021-06-18 12:14:35,765 - mmaction - INFO - Epoch [83][1140/1879] lr: 2.000e-04, eta: 5:20:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9430, loss_cls: 0.7055, loss: 0.7055, grad_norm: 5.2555 2021-06-18 12:14:46,912 - mmaction - INFO - Epoch [83][1160/1879] lr: 2.000e-04, eta: 5:20:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9527, loss_cls: 0.6360, loss: 0.6360, grad_norm: 4.9013 2021-06-18 12:14:58,061 - mmaction - INFO - Epoch [83][1180/1879] lr: 2.000e-04, eta: 5:19:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.7163, loss: 0.7163, grad_norm: 5.2893 2021-06-18 12:15:09,209 - mmaction - INFO - Epoch [83][1200/1879] lr: 2.000e-04, eta: 5:19:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9441, loss_cls: 0.6678, loss: 0.6678, grad_norm: 5.0815 2021-06-18 12:15:20,359 - mmaction - INFO - Epoch [83][1220/1879] lr: 2.000e-04, eta: 5:19:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9453, loss_cls: 0.6594, loss: 0.6594, grad_norm: 5.1860 2021-06-18 12:15:31,501 - mmaction - INFO - Epoch [83][1240/1879] lr: 2.000e-04, eta: 5:19:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9449, loss_cls: 0.7082, loss: 0.7082, grad_norm: 5.3178 2021-06-18 12:15:42,665 - mmaction - INFO - Epoch [83][1260/1879] lr: 2.000e-04, eta: 5:19:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9453, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.2292 2021-06-18 12:15:53,824 - mmaction - INFO - Epoch [83][1280/1879] lr: 2.000e-04, eta: 5:18:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9375, loss_cls: 0.7346, loss: 0.7346, grad_norm: 5.2085 2021-06-18 12:16:04,970 - mmaction - INFO - Epoch [83][1300/1879] lr: 2.000e-04, eta: 5:18:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7268, loss: 0.7268, grad_norm: 5.2932 2021-06-18 12:16:16,130 - mmaction - INFO - Epoch [83][1320/1879] lr: 2.000e-04, eta: 5:18:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9437, loss_cls: 0.6861, loss: 0.6861, grad_norm: 5.1694 2021-06-18 12:16:27,321 - mmaction - INFO - Epoch [83][1340/1879] lr: 2.000e-04, eta: 5:18:16, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9465, loss_cls: 0.7011, loss: 0.7011, grad_norm: 5.1737 2021-06-18 12:16:38,423 - mmaction - INFO - Epoch [83][1360/1879] lr: 2.000e-04, eta: 5:18:04, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9363, loss_cls: 0.7226, loss: 0.7226, grad_norm: 5.2485 2021-06-18 12:16:49,584 - mmaction - INFO - Epoch [83][1380/1879] lr: 2.000e-04, eta: 5:17:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9437, loss_cls: 0.6894, loss: 0.6894, grad_norm: 5.0901 2021-06-18 12:17:00,749 - mmaction - INFO - Epoch [83][1400/1879] lr: 2.000e-04, eta: 5:17:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9391, loss_cls: 0.7605, loss: 0.7605, grad_norm: 5.3927 2021-06-18 12:17:11,903 - mmaction - INFO - Epoch [83][1420/1879] lr: 2.000e-04, eta: 5:17:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9398, loss_cls: 0.7275, loss: 0.7275, grad_norm: 5.3308 2021-06-18 12:17:23,051 - mmaction - INFO - Epoch [83][1440/1879] lr: 2.000e-04, eta: 5:17:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9488, loss_cls: 0.6728, loss: 0.6728, grad_norm: 5.1345 2021-06-18 12:17:34,200 - mmaction - INFO - Epoch [83][1460/1879] lr: 2.000e-04, eta: 5:17:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9406, loss_cls: 0.7115, loss: 0.7115, grad_norm: 5.2055 2021-06-18 12:17:45,353 - mmaction - INFO - Epoch [83][1480/1879] lr: 2.000e-04, eta: 5:16:53, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9461, loss_cls: 0.7206, loss: 0.7206, grad_norm: 5.3954 2021-06-18 12:17:56,514 - mmaction - INFO - Epoch [83][1500/1879] lr: 2.000e-04, eta: 5:16:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9430, loss_cls: 0.7113, loss: 0.7113, grad_norm: 5.2553 2021-06-18 12:18:07,670 - mmaction - INFO - Epoch [83][1520/1879] lr: 2.000e-04, eta: 5:16:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9375, loss_cls: 0.7014, loss: 0.7014, grad_norm: 5.2377 2021-06-18 12:18:18,811 - mmaction - INFO - Epoch [83][1540/1879] lr: 2.000e-04, eta: 5:16:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9449, loss_cls: 0.6877, loss: 0.6877, grad_norm: 5.0423 2021-06-18 12:18:29,951 - mmaction - INFO - Epoch [83][1560/1879] lr: 2.000e-04, eta: 5:16:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9461, loss_cls: 0.6926, loss: 0.6926, grad_norm: 5.2227 2021-06-18 12:18:41,082 - mmaction - INFO - Epoch [83][1580/1879] lr: 2.000e-04, eta: 5:15:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9340, loss_cls: 0.7342, loss: 0.7342, grad_norm: 5.2917 2021-06-18 12:18:52,222 - mmaction - INFO - Epoch [83][1600/1879] lr: 2.000e-04, eta: 5:15:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9406, loss_cls: 0.7263, loss: 0.7263, grad_norm: 5.3156 2021-06-18 12:19:03,386 - mmaction - INFO - Epoch [83][1620/1879] lr: 2.000e-04, eta: 5:15:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9484, loss_cls: 0.6513, loss: 0.6513, grad_norm: 5.1891 2021-06-18 12:19:14,516 - mmaction - INFO - Epoch [83][1640/1879] lr: 2.000e-04, eta: 5:15:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8055, top5_acc: 0.9402, loss_cls: 0.7143, loss: 0.7143, grad_norm: 5.1318 2021-06-18 12:19:25,664 - mmaction - INFO - Epoch [83][1660/1879] lr: 2.000e-04, eta: 5:15:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9461, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.1344 2021-06-18 12:19:36,810 - mmaction - INFO - Epoch [83][1680/1879] lr: 2.000e-04, eta: 5:14:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9465, loss_cls: 0.6891, loss: 0.6891, grad_norm: 5.3187 2021-06-18 12:19:47,959 - mmaction - INFO - Epoch [83][1700/1879] lr: 2.000e-04, eta: 5:14:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9473, loss_cls: 0.6709, loss: 0.6709, grad_norm: 5.2002 2021-06-18 12:19:59,100 - mmaction - INFO - Epoch [83][1720/1879] lr: 2.000e-04, eta: 5:14:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9457, loss_cls: 0.6719, loss: 0.6719, grad_norm: 5.1826 2021-06-18 12:20:10,269 - mmaction - INFO - Epoch [83][1740/1879] lr: 2.000e-04, eta: 5:14:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9465, loss_cls: 0.6991, loss: 0.6991, grad_norm: 5.1996 2021-06-18 12:20:21,424 - mmaction - INFO - Epoch [83][1760/1879] lr: 2.000e-04, eta: 5:14:06, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9430, loss_cls: 0.7018, loss: 0.7018, grad_norm: 5.2970 2021-06-18 12:20:32,563 - mmaction - INFO - Epoch [83][1780/1879] lr: 2.000e-04, eta: 5:13:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9453, loss_cls: 0.6988, loss: 0.6988, grad_norm: 5.2075 2021-06-18 12:20:43,715 - mmaction - INFO - Epoch [83][1800/1879] lr: 2.000e-04, eta: 5:13:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9410, loss_cls: 0.7050, loss: 0.7050, grad_norm: 5.2882 2021-06-18 12:20:54,868 - mmaction - INFO - Epoch [83][1820/1879] lr: 2.000e-04, eta: 5:13:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6840, loss: 0.6840, grad_norm: 5.3328 2021-06-18 12:21:06,016 - mmaction - INFO - Epoch [83][1840/1879] lr: 2.000e-04, eta: 5:13:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9437, loss_cls: 0.6728, loss: 0.6728, grad_norm: 5.1298 2021-06-18 12:21:17,162 - mmaction - INFO - Epoch [83][1860/1879] lr: 2.000e-04, eta: 5:13:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9379, loss_cls: 0.7268, loss: 0.7268, grad_norm: 5.2915 2021-06-18 12:21:29,628 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-06-18 12:22:55,035 - mmaction - INFO - Epoch [84][20/1879] lr: 2.000e-04, eta: 5:12:57, time: 4.248, data_time: 3.665, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9453, loss_cls: 0.6672, loss: 0.6672, grad_norm: 5.0500 2021-06-18 12:23:06,209 - mmaction - INFO - Epoch [84][40/1879] lr: 2.000e-04, eta: 5:12:45, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9406, loss_cls: 0.6838, loss: 0.6838, grad_norm: 4.9647 2021-06-18 12:23:17,316 - mmaction - INFO - Epoch [84][60/1879] lr: 2.000e-04, eta: 5:12:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9488, loss_cls: 0.6807, loss: 0.6807, grad_norm: 5.2918 2021-06-18 12:23:28,421 - mmaction - INFO - Epoch [84][80/1879] lr: 2.000e-04, eta: 5:12:21, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9500, loss_cls: 0.6519, loss: 0.6519, grad_norm: 5.0953 2021-06-18 12:23:39,541 - mmaction - INFO - Epoch [84][100/1879] lr: 2.000e-04, eta: 5:12:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9504, loss_cls: 0.6765, loss: 0.6765, grad_norm: 5.2694 2021-06-18 12:23:50,799 - mmaction - INFO - Epoch [84][120/1879] lr: 2.000e-04, eta: 5:11:57, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6674, loss: 0.6674, grad_norm: 5.0441 2021-06-18 12:24:01,930 - mmaction - INFO - Epoch [84][140/1879] lr: 2.000e-04, eta: 5:11:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9445, loss_cls: 0.6803, loss: 0.6803, grad_norm: 5.1279 2021-06-18 12:24:13,070 - mmaction - INFO - Epoch [84][160/1879] lr: 2.000e-04, eta: 5:11:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7230, loss: 0.7230, grad_norm: 5.2591 2021-06-18 12:24:24,159 - mmaction - INFO - Epoch [84][180/1879] lr: 2.000e-04, eta: 5:11:22, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9520, loss_cls: 0.6640, loss: 0.6640, grad_norm: 5.0700 2021-06-18 12:24:35,305 - mmaction - INFO - Epoch [84][200/1879] lr: 2.000e-04, eta: 5:11:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9461, loss_cls: 0.7082, loss: 0.7082, grad_norm: 5.2666 2021-06-18 12:24:46,462 - mmaction - INFO - Epoch [84][220/1879] lr: 2.000e-04, eta: 5:10:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9395, loss_cls: 0.7089, loss: 0.7089, grad_norm: 5.2285 2021-06-18 12:24:57,628 - mmaction - INFO - Epoch [84][240/1879] lr: 2.000e-04, eta: 5:10:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9461, loss_cls: 0.6862, loss: 0.6862, grad_norm: 5.1315 2021-06-18 12:25:08,788 - mmaction - INFO - Epoch [84][260/1879] lr: 2.000e-04, eta: 5:10:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9480, loss_cls: 0.6570, loss: 0.6570, grad_norm: 5.0149 2021-06-18 12:25:19,931 - mmaction - INFO - Epoch [84][280/1879] lr: 2.000e-04, eta: 5:10:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9473, loss_cls: 0.6555, loss: 0.6555, grad_norm: 4.9251 2021-06-18 12:25:31,054 - mmaction - INFO - Epoch [84][300/1879] lr: 2.000e-04, eta: 5:10:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9375, loss_cls: 0.6918, loss: 0.6918, grad_norm: 5.2381 2021-06-18 12:25:42,202 - mmaction - INFO - Epoch [84][320/1879] lr: 2.000e-04, eta: 5:09:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9434, loss_cls: 0.6971, loss: 0.6971, grad_norm: 5.0310 2021-06-18 12:25:53,329 - mmaction - INFO - Epoch [84][340/1879] lr: 2.000e-04, eta: 5:09:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9418, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.2102 2021-06-18 12:26:04,481 - mmaction - INFO - Epoch [84][360/1879] lr: 2.000e-04, eta: 5:09:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9367, loss_cls: 0.7374, loss: 0.7374, grad_norm: 5.2676 2021-06-18 12:26:15,622 - mmaction - INFO - Epoch [84][380/1879] lr: 2.000e-04, eta: 5:09:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9398, loss_cls: 0.7372, loss: 0.7372, grad_norm: 5.3634 2021-06-18 12:26:26,756 - mmaction - INFO - Epoch [84][400/1879] lr: 2.000e-04, eta: 5:09:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9500, loss_cls: 0.6508, loss: 0.6508, grad_norm: 5.0219 2021-06-18 12:26:37,905 - mmaction - INFO - Epoch [84][420/1879] lr: 2.000e-04, eta: 5:08:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9484, loss_cls: 0.6876, loss: 0.6876, grad_norm: 5.2614 2021-06-18 12:26:49,054 - mmaction - INFO - Epoch [84][440/1879] lr: 2.000e-04, eta: 5:08:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9473, loss_cls: 0.7098, loss: 0.7098, grad_norm: 5.4281 2021-06-18 12:27:00,206 - mmaction - INFO - Epoch [84][460/1879] lr: 2.000e-04, eta: 5:08:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9512, loss_cls: 0.6488, loss: 0.6488, grad_norm: 5.1318 2021-06-18 12:27:11,350 - mmaction - INFO - Epoch [84][480/1879] lr: 2.000e-04, eta: 5:08:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9336, loss_cls: 0.7388, loss: 0.7388, grad_norm: 5.2700 2021-06-18 12:27:22,496 - mmaction - INFO - Epoch [84][500/1879] lr: 2.000e-04, eta: 5:08:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9359, loss_cls: 0.7193, loss: 0.7193, grad_norm: 5.2276 2021-06-18 12:27:33,646 - mmaction - INFO - Epoch [84][520/1879] lr: 2.000e-04, eta: 5:07:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9406, loss_cls: 0.7104, loss: 0.7104, grad_norm: 5.2747 2021-06-18 12:27:44,777 - mmaction - INFO - Epoch [84][540/1879] lr: 2.000e-04, eta: 5:07:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9375, loss_cls: 0.7211, loss: 0.7211, grad_norm: 5.1994 2021-06-18 12:27:55,935 - mmaction - INFO - Epoch [84][560/1879] lr: 2.000e-04, eta: 5:07:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9465, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.2644 2021-06-18 12:28:07,093 - mmaction - INFO - Epoch [84][580/1879] lr: 2.000e-04, eta: 5:07:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9395, loss_cls: 0.7293, loss: 0.7293, grad_norm: 5.3110 2021-06-18 12:28:18,268 - mmaction - INFO - Epoch [84][600/1879] lr: 2.000e-04, eta: 5:07:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9391, loss_cls: 0.7166, loss: 0.7166, grad_norm: 5.2123 2021-06-18 12:28:29,419 - mmaction - INFO - Epoch [84][620/1879] lr: 2.000e-04, eta: 5:07:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9406, loss_cls: 0.6986, loss: 0.6986, grad_norm: 5.1227 2021-06-18 12:28:40,578 - mmaction - INFO - Epoch [84][640/1879] lr: 2.000e-04, eta: 5:06:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9418, loss_cls: 0.7350, loss: 0.7350, grad_norm: 5.5266 2021-06-18 12:28:51,755 - mmaction - INFO - Epoch [84][660/1879] lr: 2.000e-04, eta: 5:06:36, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9387, loss_cls: 0.7079, loss: 0.7079, grad_norm: 5.2207 2021-06-18 12:29:02,919 - mmaction - INFO - Epoch [84][680/1879] lr: 2.000e-04, eta: 5:06:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9391, loss_cls: 0.7434, loss: 0.7434, grad_norm: 5.3811 2021-06-18 12:29:14,065 - mmaction - INFO - Epoch [84][700/1879] lr: 2.000e-04, eta: 5:06:13, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9480, loss_cls: 0.6745, loss: 0.6745, grad_norm: 5.1571 2021-06-18 12:29:25,228 - mmaction - INFO - Epoch [84][720/1879] lr: 2.000e-04, eta: 5:06:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9484, loss_cls: 0.6715, loss: 0.6715, grad_norm: 5.2483 2021-06-18 12:29:36,345 - mmaction - INFO - Epoch [84][740/1879] lr: 2.000e-04, eta: 5:05:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9480, loss_cls: 0.6543, loss: 0.6543, grad_norm: 5.0213 2021-06-18 12:29:47,534 - mmaction - INFO - Epoch [84][760/1879] lr: 2.000e-04, eta: 5:05:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9379, loss_cls: 0.7062, loss: 0.7062, grad_norm: 5.2135 2021-06-18 12:29:58,697 - mmaction - INFO - Epoch [84][780/1879] lr: 2.000e-04, eta: 5:05:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9523, loss_cls: 0.6527, loss: 0.6527, grad_norm: 5.1811 2021-06-18 12:30:09,898 - mmaction - INFO - Epoch [84][800/1879] lr: 2.000e-04, eta: 5:05:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9391, loss_cls: 0.7212, loss: 0.7212, grad_norm: 5.2632 2021-06-18 12:30:21,036 - mmaction - INFO - Epoch [84][820/1879] lr: 2.000e-04, eta: 5:05:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9414, loss_cls: 0.6974, loss: 0.6974, grad_norm: 5.0986 2021-06-18 12:30:32,178 - mmaction - INFO - Epoch [84][840/1879] lr: 2.000e-04, eta: 5:04:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9488, loss_cls: 0.6555, loss: 0.6555, grad_norm: 5.2081 2021-06-18 12:30:43,324 - mmaction - INFO - Epoch [84][860/1879] lr: 2.000e-04, eta: 5:04:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9492, loss_cls: 0.6876, loss: 0.6876, grad_norm: 5.1488 2021-06-18 12:30:54,466 - mmaction - INFO - Epoch [84][880/1879] lr: 2.000e-04, eta: 5:04:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9410, loss_cls: 0.6828, loss: 0.6828, grad_norm: 5.1897 2021-06-18 12:31:05,619 - mmaction - INFO - Epoch [84][900/1879] lr: 2.000e-04, eta: 5:04:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9445, loss_cls: 0.6924, loss: 0.6924, grad_norm: 5.2592 2021-06-18 12:31:16,787 - mmaction - INFO - Epoch [84][920/1879] lr: 2.000e-04, eta: 5:04:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9426, loss_cls: 0.6626, loss: 0.6626, grad_norm: 5.1343 2021-06-18 12:31:27,929 - mmaction - INFO - Epoch [84][940/1879] lr: 2.000e-04, eta: 5:03:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9422, loss_cls: 0.6962, loss: 0.6962, grad_norm: 5.2192 2021-06-18 12:31:39,077 - mmaction - INFO - Epoch [84][960/1879] lr: 2.000e-04, eta: 5:03:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9492, loss_cls: 0.6853, loss: 0.6853, grad_norm: 5.1842 2021-06-18 12:31:50,220 - mmaction - INFO - Epoch [84][980/1879] lr: 2.000e-04, eta: 5:03:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9484, loss_cls: 0.6483, loss: 0.6483, grad_norm: 5.0355 2021-06-18 12:32:01,358 - mmaction - INFO - Epoch [84][1000/1879] lr: 2.000e-04, eta: 5:03:14, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8379, top5_acc: 0.9441, loss_cls: 0.6544, loss: 0.6544, grad_norm: 4.8712 2021-06-18 12:32:12,556 - mmaction - INFO - Epoch [84][1020/1879] lr: 2.000e-04, eta: 5:03:02, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9477, loss_cls: 0.6697, loss: 0.6697, grad_norm: 5.1726 2021-06-18 12:32:23,711 - mmaction - INFO - Epoch [84][1040/1879] lr: 2.000e-04, eta: 5:02:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9437, loss_cls: 0.6911, loss: 0.6911, grad_norm: 5.1953 2021-06-18 12:32:34,854 - mmaction - INFO - Epoch [84][1060/1879] lr: 2.000e-04, eta: 5:02:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9445, loss_cls: 0.6986, loss: 0.6986, grad_norm: 5.1640 2021-06-18 12:32:46,018 - mmaction - INFO - Epoch [84][1080/1879] lr: 2.000e-04, eta: 5:02:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9359, loss_cls: 0.7115, loss: 0.7115, grad_norm: 5.1183 2021-06-18 12:32:57,203 - mmaction - INFO - Epoch [84][1100/1879] lr: 2.000e-04, eta: 5:02:15, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9402, loss_cls: 0.6958, loss: 0.6958, grad_norm: 5.1413 2021-06-18 12:33:08,320 - mmaction - INFO - Epoch [84][1120/1879] lr: 2.000e-04, eta: 5:02:03, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9461, loss_cls: 0.7031, loss: 0.7031, grad_norm: 5.3337 2021-06-18 12:33:19,454 - mmaction - INFO - Epoch [84][1140/1879] lr: 2.000e-04, eta: 5:01:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9379, loss_cls: 0.7315, loss: 0.7315, grad_norm: 5.2936 2021-06-18 12:33:30,602 - mmaction - INFO - Epoch [84][1160/1879] lr: 2.000e-04, eta: 5:01:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9418, loss_cls: 0.7048, loss: 0.7048, grad_norm: 5.1271 2021-06-18 12:33:41,745 - mmaction - INFO - Epoch [84][1180/1879] lr: 2.000e-04, eta: 5:01:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9387, loss_cls: 0.6973, loss: 0.6973, grad_norm: 5.1960 2021-06-18 12:33:52,952 - mmaction - INFO - Epoch [84][1200/1879] lr: 2.000e-04, eta: 5:01:16, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9500, loss_cls: 0.6803, loss: 0.6803, grad_norm: 5.3461 2021-06-18 12:34:04,066 - mmaction - INFO - Epoch [84][1220/1879] lr: 2.000e-04, eta: 5:01:04, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9352, loss_cls: 0.7406, loss: 0.7406, grad_norm: 5.2133 2021-06-18 12:34:15,200 - mmaction - INFO - Epoch [84][1240/1879] lr: 2.000e-04, eta: 5:00:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9402, loss_cls: 0.7373, loss: 0.7373, grad_norm: 5.3425 2021-06-18 12:34:26,357 - mmaction - INFO - Epoch [84][1260/1879] lr: 2.000e-04, eta: 5:00:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9422, loss_cls: 0.7145, loss: 0.7145, grad_norm: 5.3797 2021-06-18 12:34:37,501 - mmaction - INFO - Epoch [84][1280/1879] lr: 2.000e-04, eta: 5:00:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9371, loss_cls: 0.7376, loss: 0.7376, grad_norm: 5.3357 2021-06-18 12:34:48,680 - mmaction - INFO - Epoch [84][1300/1879] lr: 2.000e-04, eta: 5:00:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9426, loss_cls: 0.6854, loss: 0.6854, grad_norm: 5.0415 2021-06-18 12:34:59,840 - mmaction - INFO - Epoch [84][1320/1879] lr: 2.000e-04, eta: 5:00:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9422, loss_cls: 0.6956, loss: 0.6956, grad_norm: 5.1784 2021-06-18 12:35:11,032 - mmaction - INFO - Epoch [84][1340/1879] lr: 2.000e-04, eta: 4:59:52, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9414, loss_cls: 0.7286, loss: 0.7286, grad_norm: 5.2936 2021-06-18 12:35:22,178 - mmaction - INFO - Epoch [84][1360/1879] lr: 2.000e-04, eta: 4:59:40, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9410, loss_cls: 0.6970, loss: 0.6970, grad_norm: 5.2367 2021-06-18 12:35:33,306 - mmaction - INFO - Epoch [84][1380/1879] lr: 2.000e-04, eta: 4:59:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9453, loss_cls: 0.6978, loss: 0.6978, grad_norm: 5.2397 2021-06-18 12:35:44,443 - mmaction - INFO - Epoch [84][1400/1879] lr: 2.000e-04, eta: 4:59:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9457, loss_cls: 0.7169, loss: 0.7169, grad_norm: 5.3463 2021-06-18 12:35:55,585 - mmaction - INFO - Epoch [84][1420/1879] lr: 2.000e-04, eta: 4:59:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9418, loss_cls: 0.7121, loss: 0.7121, grad_norm: 5.3246 2021-06-18 12:36:06,724 - mmaction - INFO - Epoch [84][1440/1879] lr: 2.000e-04, eta: 4:58:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9426, loss_cls: 0.7098, loss: 0.7098, grad_norm: 5.3113 2021-06-18 12:36:17,854 - mmaction - INFO - Epoch [84][1460/1879] lr: 2.000e-04, eta: 4:58:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9445, loss_cls: 0.6952, loss: 0.6952, grad_norm: 5.3283 2021-06-18 12:36:29,006 - mmaction - INFO - Epoch [84][1480/1879] lr: 2.000e-04, eta: 4:58:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9336, loss_cls: 0.7272, loss: 0.7272, grad_norm: 5.2610 2021-06-18 12:36:40,133 - mmaction - INFO - Epoch [84][1500/1879] lr: 2.000e-04, eta: 4:58:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9445, loss_cls: 0.6937, loss: 0.6937, grad_norm: 5.2709 2021-06-18 12:36:51,277 - mmaction - INFO - Epoch [84][1520/1879] lr: 2.000e-04, eta: 4:58:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9492, loss_cls: 0.6502, loss: 0.6502, grad_norm: 5.0766 2021-06-18 12:37:02,459 - mmaction - INFO - Epoch [84][1540/1879] lr: 2.000e-04, eta: 4:57:54, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7054, loss: 0.7054, grad_norm: 5.2881 2021-06-18 12:37:13,562 - mmaction - INFO - Epoch [84][1560/1879] lr: 2.000e-04, eta: 4:57:42, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9465, loss_cls: 0.6932, loss: 0.6932, grad_norm: 5.2577 2021-06-18 12:37:24,722 - mmaction - INFO - Epoch [84][1580/1879] lr: 2.000e-04, eta: 4:57:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9422, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.2051 2021-06-18 12:37:35,870 - mmaction - INFO - Epoch [84][1600/1879] lr: 2.000e-04, eta: 4:57:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9391, loss_cls: 0.7111, loss: 0.7111, grad_norm: 5.2493 2021-06-18 12:37:47,009 - mmaction - INFO - Epoch [84][1620/1879] lr: 2.000e-04, eta: 4:57:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9473, loss_cls: 0.6547, loss: 0.6547, grad_norm: 5.0832 2021-06-18 12:37:58,156 - mmaction - INFO - Epoch [84][1640/1879] lr: 2.000e-04, eta: 4:56:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9383, loss_cls: 0.7272, loss: 0.7272, grad_norm: 5.3057 2021-06-18 12:38:09,303 - mmaction - INFO - Epoch [84][1660/1879] lr: 2.000e-04, eta: 4:56:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9551, loss_cls: 0.6505, loss: 0.6505, grad_norm: 5.2213 2021-06-18 12:38:20,444 - mmaction - INFO - Epoch [84][1680/1879] lr: 2.000e-04, eta: 4:56:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9414, loss_cls: 0.6701, loss: 0.6701, grad_norm: 5.1482 2021-06-18 12:38:31,610 - mmaction - INFO - Epoch [84][1700/1879] lr: 2.000e-04, eta: 4:56:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9426, loss_cls: 0.7319, loss: 0.7319, grad_norm: 5.4614 2021-06-18 12:38:42,744 - mmaction - INFO - Epoch [84][1720/1879] lr: 2.000e-04, eta: 4:56:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9375, loss_cls: 0.7212, loss: 0.7212, grad_norm: 5.2855 2021-06-18 12:38:53,902 - mmaction - INFO - Epoch [84][1740/1879] lr: 2.000e-04, eta: 4:55:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9414, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.2974 2021-06-18 12:39:05,052 - mmaction - INFO - Epoch [84][1760/1879] lr: 2.000e-04, eta: 4:55:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9449, loss_cls: 0.6580, loss: 0.6580, grad_norm: 4.8816 2021-06-18 12:39:16,222 - mmaction - INFO - Epoch [84][1780/1879] lr: 2.000e-04, eta: 4:55:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.7143, loss: 0.7143, grad_norm: 5.2576 2021-06-18 12:39:27,388 - mmaction - INFO - Epoch [84][1800/1879] lr: 2.000e-04, eta: 4:55:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8039, top5_acc: 0.9430, loss_cls: 0.7321, loss: 0.7321, grad_norm: 5.3025 2021-06-18 12:39:38,543 - mmaction - INFO - Epoch [84][1820/1879] lr: 2.000e-04, eta: 4:55:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9375, loss_cls: 0.7224, loss: 0.7224, grad_norm: 5.3477 2021-06-18 12:39:49,693 - mmaction - INFO - Epoch [84][1840/1879] lr: 2.000e-04, eta: 4:54:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9516, loss_cls: 0.6422, loss: 0.6422, grad_norm: 5.0256 2021-06-18 12:40:00,856 - mmaction - INFO - Epoch [84][1860/1879] lr: 2.000e-04, eta: 4:54:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7135, loss: 0.7135, grad_norm: 5.1434 2021-06-18 12:40:13,978 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-06-18 12:41:45,593 - mmaction - INFO - Epoch [85][20/1879] lr: 2.000e-04, eta: 4:54:34, time: 4.545, data_time: 3.952, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9480, loss_cls: 0.6544, loss: 0.6544, grad_norm: 5.0722 2021-06-18 12:41:56,743 - mmaction - INFO - Epoch [85][40/1879] lr: 2.000e-04, eta: 4:54:22, time: 0.558, data_time: 0.005, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9504, loss_cls: 0.6766, loss: 0.6766, grad_norm: 5.2356 2021-06-18 12:42:07,862 - mmaction - INFO - Epoch [85][60/1879] lr: 2.000e-04, eta: 4:54:10, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9445, loss_cls: 0.6886, loss: 0.6886, grad_norm: 5.2388 2021-06-18 12:42:18,980 - mmaction - INFO - Epoch [85][80/1879] lr: 2.000e-04, eta: 4:53:58, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9434, loss_cls: 0.6726, loss: 0.6726, grad_norm: 5.1454 2021-06-18 12:42:30,093 - mmaction - INFO - Epoch [85][100/1879] lr: 2.000e-04, eta: 4:53:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9449, loss_cls: 0.6970, loss: 0.6970, grad_norm: 5.3546 2021-06-18 12:42:41,244 - mmaction - INFO - Epoch [85][120/1879] lr: 2.000e-04, eta: 4:53:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.1177 2021-06-18 12:42:52,377 - mmaction - INFO - Epoch [85][140/1879] lr: 2.000e-04, eta: 4:53:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9488, loss_cls: 0.6733, loss: 0.6733, grad_norm: 5.1298 2021-06-18 12:43:03,514 - mmaction - INFO - Epoch [85][160/1879] lr: 2.000e-04, eta: 4:53:10, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9523, loss_cls: 0.6781, loss: 0.6781, grad_norm: 5.2418 2021-06-18 12:43:14,654 - mmaction - INFO - Epoch [85][180/1879] lr: 2.000e-04, eta: 4:52:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9410, loss_cls: 0.7109, loss: 0.7109, grad_norm: 5.2862 2021-06-18 12:43:25,798 - mmaction - INFO - Epoch [85][200/1879] lr: 2.000e-04, eta: 4:52:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9398, loss_cls: 0.7058, loss: 0.7058, grad_norm: 5.3225 2021-06-18 12:43:36,928 - mmaction - INFO - Epoch [85][220/1879] lr: 2.000e-04, eta: 4:52:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9391, loss_cls: 0.7213, loss: 0.7213, grad_norm: 5.3953 2021-06-18 12:43:48,071 - mmaction - INFO - Epoch [85][240/1879] lr: 2.000e-04, eta: 4:52:23, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9508, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.2427 2021-06-18 12:43:59,219 - mmaction - INFO - Epoch [85][260/1879] lr: 2.000e-04, eta: 4:52:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9457, loss_cls: 0.6795, loss: 0.6795, grad_norm: 5.2376 2021-06-18 12:44:10,372 - mmaction - INFO - Epoch [85][280/1879] lr: 2.000e-04, eta: 4:51:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9418, loss_cls: 0.6992, loss: 0.6992, grad_norm: 5.0654 2021-06-18 12:44:21,507 - mmaction - INFO - Epoch [85][300/1879] lr: 2.000e-04, eta: 4:51:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6709, loss: 0.6709, grad_norm: 5.0706 2021-06-18 12:44:32,660 - mmaction - INFO - Epoch [85][320/1879] lr: 2.000e-04, eta: 4:51:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8000, top5_acc: 0.9309, loss_cls: 0.7622, loss: 0.7622, grad_norm: 5.4079 2021-06-18 12:44:43,782 - mmaction - INFO - Epoch [85][340/1879] lr: 2.000e-04, eta: 4:51:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9469, loss_cls: 0.6773, loss: 0.6773, grad_norm: 5.1839 2021-06-18 12:44:54,926 - mmaction - INFO - Epoch [85][360/1879] lr: 2.000e-04, eta: 4:51:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9484, loss_cls: 0.6595, loss: 0.6595, grad_norm: 5.2139 2021-06-18 12:45:06,323 - mmaction - INFO - Epoch [85][380/1879] lr: 2.000e-04, eta: 4:51:00, time: 0.570, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9461, loss_cls: 0.6910, loss: 0.6910, grad_norm: 5.2482 2021-06-18 12:45:17,473 - mmaction - INFO - Epoch [85][400/1879] lr: 2.000e-04, eta: 4:50:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9473, loss_cls: 0.6814, loss: 0.6814, grad_norm: 5.1873 2021-06-18 12:45:28,645 - mmaction - INFO - Epoch [85][420/1879] lr: 2.000e-04, eta: 4:50:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9387, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.1155 2021-06-18 12:45:39,802 - mmaction - INFO - Epoch [85][440/1879] lr: 2.000e-04, eta: 4:50:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9457, loss_cls: 0.6812, loss: 0.6812, grad_norm: 5.2386 2021-06-18 12:45:50,943 - mmaction - INFO - Epoch [85][460/1879] lr: 2.000e-04, eta: 4:50:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9445, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.3048 2021-06-18 12:46:02,080 - mmaction - INFO - Epoch [85][480/1879] lr: 2.000e-04, eta: 4:50:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9449, loss_cls: 0.6996, loss: 0.6996, grad_norm: 5.3293 2021-06-18 12:46:13,231 - mmaction - INFO - Epoch [85][500/1879] lr: 2.000e-04, eta: 4:49:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9383, loss_cls: 0.7189, loss: 0.7189, grad_norm: 5.1812 2021-06-18 12:46:24,377 - mmaction - INFO - Epoch [85][520/1879] lr: 2.000e-04, eta: 4:49:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9461, loss_cls: 0.6851, loss: 0.6851, grad_norm: 5.2821 2021-06-18 12:46:35,562 - mmaction - INFO - Epoch [85][540/1879] lr: 2.000e-04, eta: 4:49:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9441, loss_cls: 0.6779, loss: 0.6779, grad_norm: 5.1170 2021-06-18 12:46:46,688 - mmaction - INFO - Epoch [85][560/1879] lr: 2.000e-04, eta: 4:49:13, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9465, loss_cls: 0.6821, loss: 0.6821, grad_norm: 5.1718 2021-06-18 12:46:57,852 - mmaction - INFO - Epoch [85][580/1879] lr: 2.000e-04, eta: 4:49:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9414, loss_cls: 0.7020, loss: 0.7020, grad_norm: 5.2932 2021-06-18 12:47:08,996 - mmaction - INFO - Epoch [85][600/1879] lr: 2.000e-04, eta: 4:48:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6912, loss: 0.6912, grad_norm: 5.2736 2021-06-18 12:47:20,155 - mmaction - INFO - Epoch [85][620/1879] lr: 2.000e-04, eta: 4:48:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9383, loss_cls: 0.6867, loss: 0.6867, grad_norm: 5.1270 2021-06-18 12:47:31,326 - mmaction - INFO - Epoch [85][640/1879] lr: 2.000e-04, eta: 4:48:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9461, loss_cls: 0.6863, loss: 0.6863, grad_norm: 5.2512 2021-06-18 12:47:42,501 - mmaction - INFO - Epoch [85][660/1879] lr: 2.000e-04, eta: 4:48:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9465, loss_cls: 0.6732, loss: 0.6732, grad_norm: 5.1681 2021-06-18 12:47:53,630 - mmaction - INFO - Epoch [85][680/1879] lr: 2.000e-04, eta: 4:48:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9437, loss_cls: 0.6833, loss: 0.6833, grad_norm: 5.1845 2021-06-18 12:48:04,791 - mmaction - INFO - Epoch [85][700/1879] lr: 2.000e-04, eta: 4:47:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9383, loss_cls: 0.7162, loss: 0.7162, grad_norm: 5.2209 2021-06-18 12:48:15,929 - mmaction - INFO - Epoch [85][720/1879] lr: 2.000e-04, eta: 4:47:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9496, loss_cls: 0.6326, loss: 0.6326, grad_norm: 4.9965 2021-06-18 12:48:27,080 - mmaction - INFO - Epoch [85][740/1879] lr: 2.000e-04, eta: 4:47:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9520, loss_cls: 0.6832, loss: 0.6832, grad_norm: 5.1942 2021-06-18 12:48:38,249 - mmaction - INFO - Epoch [85][760/1879] lr: 2.000e-04, eta: 4:47:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9406, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.2789 2021-06-18 12:48:49,416 - mmaction - INFO - Epoch [85][780/1879] lr: 2.000e-04, eta: 4:47:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9367, loss_cls: 0.7245, loss: 0.7245, grad_norm: 5.2710 2021-06-18 12:49:00,578 - mmaction - INFO - Epoch [85][800/1879] lr: 2.000e-04, eta: 4:46:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9379, loss_cls: 0.6796, loss: 0.6796, grad_norm: 5.0723 2021-06-18 12:49:11,745 - mmaction - INFO - Epoch [85][820/1879] lr: 2.000e-04, eta: 4:46:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9496, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.0968 2021-06-18 12:49:22,901 - mmaction - INFO - Epoch [85][840/1879] lr: 2.000e-04, eta: 4:46:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9465, loss_cls: 0.6655, loss: 0.6655, grad_norm: 5.0633 2021-06-18 12:49:34,060 - mmaction - INFO - Epoch [85][860/1879] lr: 2.000e-04, eta: 4:46:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9477, loss_cls: 0.6951, loss: 0.6951, grad_norm: 5.2912 2021-06-18 12:49:45,201 - mmaction - INFO - Epoch [85][880/1879] lr: 2.000e-04, eta: 4:46:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9516, loss_cls: 0.6506, loss: 0.6506, grad_norm: 5.0494 2021-06-18 12:49:56,342 - mmaction - INFO - Epoch [85][900/1879] lr: 2.000e-04, eta: 4:45:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9477, loss_cls: 0.6772, loss: 0.6772, grad_norm: 5.2838 2021-06-18 12:50:07,502 - mmaction - INFO - Epoch [85][920/1879] lr: 2.000e-04, eta: 4:45:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.7116, loss: 0.7116, grad_norm: 5.3887 2021-06-18 12:50:18,667 - mmaction - INFO - Epoch [85][940/1879] lr: 2.000e-04, eta: 4:45:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8066, top5_acc: 0.9367, loss_cls: 0.7470, loss: 0.7470, grad_norm: 5.4133 2021-06-18 12:50:29,826 - mmaction - INFO - Epoch [85][960/1879] lr: 2.000e-04, eta: 4:45:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9477, loss_cls: 0.6466, loss: 0.6466, grad_norm: 5.1211 2021-06-18 12:50:40,970 - mmaction - INFO - Epoch [85][980/1879] lr: 2.000e-04, eta: 4:45:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9426, loss_cls: 0.6851, loss: 0.6851, grad_norm: 5.2204 2021-06-18 12:50:52,094 - mmaction - INFO - Epoch [85][1000/1879] lr: 2.000e-04, eta: 4:44:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9422, loss_cls: 0.6965, loss: 0.6965, grad_norm: 5.2465 2021-06-18 12:51:03,253 - mmaction - INFO - Epoch [85][1020/1879] lr: 2.000e-04, eta: 4:44:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9480, loss_cls: 0.7122, loss: 0.7122, grad_norm: 5.4376 2021-06-18 12:51:14,394 - mmaction - INFO - Epoch [85][1040/1879] lr: 2.000e-04, eta: 4:44:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9422, loss_cls: 0.7051, loss: 0.7051, grad_norm: 5.1903 2021-06-18 12:51:25,532 - mmaction - INFO - Epoch [85][1060/1879] lr: 2.000e-04, eta: 4:44:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9480, loss_cls: 0.6802, loss: 0.6802, grad_norm: 5.2610 2021-06-18 12:51:36,658 - mmaction - INFO - Epoch [85][1080/1879] lr: 2.000e-04, eta: 4:44:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9410, loss_cls: 0.7144, loss: 0.7144, grad_norm: 5.3241 2021-06-18 12:51:47,809 - mmaction - INFO - Epoch [85][1100/1879] lr: 2.000e-04, eta: 4:43:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9437, loss_cls: 0.6847, loss: 0.6847, grad_norm: 5.1828 2021-06-18 12:51:58,961 - mmaction - INFO - Epoch [85][1120/1879] lr: 2.000e-04, eta: 4:43:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9371, loss_cls: 0.7342, loss: 0.7342, grad_norm: 5.4224 2021-06-18 12:52:10,128 - mmaction - INFO - Epoch [85][1140/1879] lr: 2.000e-04, eta: 4:43:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9359, loss_cls: 0.7112, loss: 0.7112, grad_norm: 5.2059 2021-06-18 12:52:21,274 - mmaction - INFO - Epoch [85][1160/1879] lr: 2.000e-04, eta: 4:43:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9457, loss_cls: 0.6636, loss: 0.6636, grad_norm: 5.1090 2021-06-18 12:52:32,409 - mmaction - INFO - Epoch [85][1180/1879] lr: 2.000e-04, eta: 4:43:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9488, loss_cls: 0.6476, loss: 0.6476, grad_norm: 4.9897 2021-06-18 12:52:43,579 - mmaction - INFO - Epoch [85][1200/1879] lr: 2.000e-04, eta: 4:42:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9445, loss_cls: 0.7006, loss: 0.7006, grad_norm: 5.2468 2021-06-18 12:52:54,729 - mmaction - INFO - Epoch [85][1220/1879] lr: 2.000e-04, eta: 4:42:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9469, loss_cls: 0.7036, loss: 0.7036, grad_norm: 5.1822 2021-06-18 12:53:05,869 - mmaction - INFO - Epoch [85][1240/1879] lr: 2.000e-04, eta: 4:42:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9469, loss_cls: 0.6820, loss: 0.6820, grad_norm: 5.2552 2021-06-18 12:53:16,999 - mmaction - INFO - Epoch [85][1260/1879] lr: 2.000e-04, eta: 4:42:17, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9473, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.3244 2021-06-18 12:53:28,153 - mmaction - INFO - Epoch [85][1280/1879] lr: 2.000e-04, eta: 4:42:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9383, loss_cls: 0.7124, loss: 0.7124, grad_norm: 5.2442 2021-06-18 12:53:39,324 - mmaction - INFO - Epoch [85][1300/1879] lr: 2.000e-04, eta: 4:41:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9457, loss_cls: 0.6733, loss: 0.6733, grad_norm: 5.2015 2021-06-18 12:53:50,505 - mmaction - INFO - Epoch [85][1320/1879] lr: 2.000e-04, eta: 4:41:42, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9418, loss_cls: 0.7035, loss: 0.7035, grad_norm: 5.2508 2021-06-18 12:54:01,649 - mmaction - INFO - Epoch [85][1340/1879] lr: 2.000e-04, eta: 4:41:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9441, loss_cls: 0.6875, loss: 0.6875, grad_norm: 5.2778 2021-06-18 12:54:12,839 - mmaction - INFO - Epoch [85][1360/1879] lr: 2.000e-04, eta: 4:41:18, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9512, loss_cls: 0.6465, loss: 0.6465, grad_norm: 5.0326 2021-06-18 12:54:23,967 - mmaction - INFO - Epoch [85][1380/1879] lr: 2.000e-04, eta: 4:41:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9430, loss_cls: 0.7016, loss: 0.7016, grad_norm: 5.1699 2021-06-18 12:54:35,130 - mmaction - INFO - Epoch [85][1400/1879] lr: 2.000e-04, eta: 4:40:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9422, loss_cls: 0.6823, loss: 0.6823, grad_norm: 5.1750 2021-06-18 12:54:46,284 - mmaction - INFO - Epoch [85][1420/1879] lr: 2.000e-04, eta: 4:40:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9516, loss_cls: 0.6486, loss: 0.6486, grad_norm: 5.2017 2021-06-18 12:54:57,424 - mmaction - INFO - Epoch [85][1440/1879] lr: 2.000e-04, eta: 4:40:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9363, loss_cls: 0.7062, loss: 0.7062, grad_norm: 5.3570 2021-06-18 12:55:08,571 - mmaction - INFO - Epoch [85][1460/1879] lr: 2.000e-04, eta: 4:40:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9516, loss_cls: 0.6385, loss: 0.6385, grad_norm: 5.0645 2021-06-18 12:55:19,732 - mmaction - INFO - Epoch [85][1480/1879] lr: 2.000e-04, eta: 4:40:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9492, loss_cls: 0.6542, loss: 0.6542, grad_norm: 5.0803 2021-06-18 12:55:30,904 - mmaction - INFO - Epoch [85][1500/1879] lr: 2.000e-04, eta: 4:39:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9437, loss_cls: 0.6985, loss: 0.6985, grad_norm: 5.2255 2021-06-18 12:55:42,066 - mmaction - INFO - Epoch [85][1520/1879] lr: 2.000e-04, eta: 4:39:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9414, loss_cls: 0.7171, loss: 0.7171, grad_norm: 5.3415 2021-06-18 12:55:53,213 - mmaction - INFO - Epoch [85][1540/1879] lr: 2.000e-04, eta: 4:39:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9484, loss_cls: 0.7026, loss: 0.7026, grad_norm: 5.2930 2021-06-18 12:56:04,365 - mmaction - INFO - Epoch [85][1560/1879] lr: 2.000e-04, eta: 4:39:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9414, loss_cls: 0.6843, loss: 0.6843, grad_norm: 5.3596 2021-06-18 12:56:15,522 - mmaction - INFO - Epoch [85][1580/1879] lr: 2.000e-04, eta: 4:39:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9449, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.1423 2021-06-18 12:56:26,673 - mmaction - INFO - Epoch [85][1600/1879] lr: 2.000e-04, eta: 4:38:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9512, loss_cls: 0.6730, loss: 0.6730, grad_norm: 5.2549 2021-06-18 12:56:37,824 - mmaction - INFO - Epoch [85][1620/1879] lr: 2.000e-04, eta: 4:38:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9492, loss_cls: 0.6924, loss: 0.6924, grad_norm: 5.2926 2021-06-18 12:56:48,984 - mmaction - INFO - Epoch [85][1640/1879] lr: 2.000e-04, eta: 4:38:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9457, loss_cls: 0.7057, loss: 0.7057, grad_norm: 5.4159 2021-06-18 12:57:00,155 - mmaction - INFO - Epoch [85][1660/1879] lr: 2.000e-04, eta: 4:38:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.7895, top5_acc: 0.9336, loss_cls: 0.7705, loss: 0.7705, grad_norm: 5.5399 2021-06-18 12:57:11,313 - mmaction - INFO - Epoch [85][1680/1879] lr: 2.000e-04, eta: 4:38:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9473, loss_cls: 0.6598, loss: 0.6598, grad_norm: 5.1662 2021-06-18 12:57:22,463 - mmaction - INFO - Epoch [85][1700/1879] lr: 2.000e-04, eta: 4:37:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9555, loss_cls: 0.6301, loss: 0.6301, grad_norm: 5.0175 2021-06-18 12:57:33,611 - mmaction - INFO - Epoch [85][1720/1879] lr: 2.000e-04, eta: 4:37:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9367, loss_cls: 0.7452, loss: 0.7452, grad_norm: 5.3543 2021-06-18 12:57:44,766 - mmaction - INFO - Epoch [85][1740/1879] lr: 2.000e-04, eta: 4:37:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.7176, loss: 0.7176, grad_norm: 5.3729 2021-06-18 12:57:55,915 - mmaction - INFO - Epoch [85][1760/1879] lr: 2.000e-04, eta: 4:37:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9426, loss_cls: 0.6829, loss: 0.6829, grad_norm: 5.0342 2021-06-18 12:58:07,088 - mmaction - INFO - Epoch [85][1780/1879] lr: 2.000e-04, eta: 4:37:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9418, loss_cls: 0.6753, loss: 0.6753, grad_norm: 5.1432 2021-06-18 12:58:18,250 - mmaction - INFO - Epoch [85][1800/1879] lr: 2.000e-04, eta: 4:36:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9457, loss_cls: 0.6758, loss: 0.6758, grad_norm: 5.1013 2021-06-18 12:58:29,406 - mmaction - INFO - Epoch [85][1820/1879] lr: 2.000e-04, eta: 4:36:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9559, loss_cls: 0.6373, loss: 0.6373, grad_norm: 5.0964 2021-06-18 12:58:40,560 - mmaction - INFO - Epoch [85][1840/1879] lr: 2.000e-04, eta: 4:36:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9457, loss_cls: 0.6695, loss: 0.6695, grad_norm: 5.1186 2021-06-18 12:58:51,720 - mmaction - INFO - Epoch [85][1860/1879] lr: 2.000e-04, eta: 4:36:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9422, loss_cls: 0.7114, loss: 0.7114, grad_norm: 5.3607 2021-06-18 13:00:47,222 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 13:00:48,113 - mmaction - INFO - top1_acc 0.7164 top5_acc 0.8996 2021-06-18 13:00:48,114 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 13:00:48,182 - mmaction - INFO - mean_acc 0.7163 2021-06-18 13:00:49,285 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2021-06-18 13:00:49,285 - mmaction - INFO - Best top1_acc is 0.7164 at 85 epoch. 2021-06-18 13:00:49,305 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-06-18 13:00:50,004 - mmaction - INFO - Epoch(val) [85][104] top1_acc: 0.7164, top5_acc: 0.8996, mean_class_accuracy: 0.7163 2021-06-18 13:02:04,287 - mmaction - INFO - Epoch [86][20/1879] lr: 2.000e-04, eta: 4:36:07, time: 3.713, data_time: 3.088, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9484, loss_cls: 0.6789, loss: 0.6789, grad_norm: 5.2660 2021-06-18 13:02:15,420 - mmaction - INFO - Epoch [86][40/1879] lr: 2.000e-04, eta: 4:35:55, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9418, loss_cls: 0.7294, loss: 0.7294, grad_norm: 5.3029 2021-06-18 13:02:26,527 - mmaction - INFO - Epoch [86][60/1879] lr: 2.000e-04, eta: 4:35:44, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9523, loss_cls: 0.6712, loss: 0.6712, grad_norm: 5.2605 2021-06-18 13:02:37,648 - mmaction - INFO - Epoch [86][80/1879] lr: 2.000e-04, eta: 4:35:32, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9418, loss_cls: 0.6721, loss: 0.6721, grad_norm: 5.0343 2021-06-18 13:02:48,763 - mmaction - INFO - Epoch [86][100/1879] lr: 2.000e-04, eta: 4:35:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9512, loss_cls: 0.6678, loss: 0.6678, grad_norm: 5.3197 2021-06-18 13:02:59,905 - mmaction - INFO - Epoch [86][120/1879] lr: 2.000e-04, eta: 4:35:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9426, loss_cls: 0.7203, loss: 0.7203, grad_norm: 5.3338 2021-06-18 13:03:11,013 - mmaction - INFO - Epoch [86][140/1879] lr: 2.000e-04, eta: 4:34:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9437, loss_cls: 0.6727, loss: 0.6727, grad_norm: 5.1814 2021-06-18 13:03:22,153 - mmaction - INFO - Epoch [86][160/1879] lr: 2.000e-04, eta: 4:34:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9449, loss_cls: 0.6969, loss: 0.6969, grad_norm: 5.2805 2021-06-18 13:03:33,287 - mmaction - INFO - Epoch [86][180/1879] lr: 2.000e-04, eta: 4:34:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.7302, loss: 0.7302, grad_norm: 5.3265 2021-06-18 13:03:44,437 - mmaction - INFO - Epoch [86][200/1879] lr: 2.000e-04, eta: 4:34:20, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9535, loss_cls: 0.6451, loss: 0.6451, grad_norm: 5.0806 2021-06-18 13:03:55,585 - mmaction - INFO - Epoch [86][220/1879] lr: 2.000e-04, eta: 4:34:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9371, loss_cls: 0.7150, loss: 0.7150, grad_norm: 5.2968 2021-06-18 13:04:06,715 - mmaction - INFO - Epoch [86][240/1879] lr: 2.000e-04, eta: 4:33:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7087, loss: 0.7087, grad_norm: 5.1761 2021-06-18 13:04:17,854 - mmaction - INFO - Epoch [86][260/1879] lr: 2.000e-04, eta: 4:33:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9414, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.1583 2021-06-18 13:04:28,994 - mmaction - INFO - Epoch [86][280/1879] lr: 2.000e-04, eta: 4:33:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9395, loss_cls: 0.7312, loss: 0.7312, grad_norm: 5.3436 2021-06-18 13:04:40,127 - mmaction - INFO - Epoch [86][300/1879] lr: 2.000e-04, eta: 4:33:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9480, loss_cls: 0.6827, loss: 0.6827, grad_norm: 5.1964 2021-06-18 13:04:51,266 - mmaction - INFO - Epoch [86][320/1879] lr: 2.000e-04, eta: 4:33:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9453, loss_cls: 0.6646, loss: 0.6646, grad_norm: 5.1579 2021-06-18 13:05:02,470 - mmaction - INFO - Epoch [86][340/1879] lr: 2.000e-04, eta: 4:32:57, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9473, loss_cls: 0.6627, loss: 0.6627, grad_norm: 5.1092 2021-06-18 13:05:13,576 - mmaction - INFO - Epoch [86][360/1879] lr: 2.000e-04, eta: 4:32:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9520, loss_cls: 0.6549, loss: 0.6549, grad_norm: 5.0474 2021-06-18 13:05:24,723 - mmaction - INFO - Epoch [86][380/1879] lr: 2.000e-04, eta: 4:32:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9477, loss_cls: 0.7053, loss: 0.7053, grad_norm: 5.3750 2021-06-18 13:05:35,873 - mmaction - INFO - Epoch [86][400/1879] lr: 2.000e-04, eta: 4:32:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9352, loss_cls: 0.7157, loss: 0.7157, grad_norm: 5.3170 2021-06-18 13:05:47,021 - mmaction - INFO - Epoch [86][420/1879] lr: 2.000e-04, eta: 4:32:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9570, loss_cls: 0.6201, loss: 0.6201, grad_norm: 5.1006 2021-06-18 13:05:58,169 - mmaction - INFO - Epoch [86][440/1879] lr: 2.000e-04, eta: 4:31:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9414, loss_cls: 0.7217, loss: 0.7217, grad_norm: 5.3640 2021-06-18 13:06:09,307 - mmaction - INFO - Epoch [86][460/1879] lr: 2.000e-04, eta: 4:31:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9414, loss_cls: 0.7092, loss: 0.7092, grad_norm: 5.1925 2021-06-18 13:06:20,433 - mmaction - INFO - Epoch [86][480/1879] lr: 2.000e-04, eta: 4:31:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9426, loss_cls: 0.7173, loss: 0.7173, grad_norm: 5.2280 2021-06-18 13:06:31,588 - mmaction - INFO - Epoch [86][500/1879] lr: 2.000e-04, eta: 4:31:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9430, loss_cls: 0.6937, loss: 0.6937, grad_norm: 5.2401 2021-06-18 13:06:42,739 - mmaction - INFO - Epoch [86][520/1879] lr: 2.000e-04, eta: 4:31:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9480, loss_cls: 0.6851, loss: 0.6851, grad_norm: 5.3072 2021-06-18 13:06:53,886 - mmaction - INFO - Epoch [86][540/1879] lr: 2.000e-04, eta: 4:30:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.1835 2021-06-18 13:07:05,024 - mmaction - INFO - Epoch [86][560/1879] lr: 2.000e-04, eta: 4:30:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9445, loss_cls: 0.6865, loss: 0.6865, grad_norm: 5.2752 2021-06-18 13:07:16,168 - mmaction - INFO - Epoch [86][580/1879] lr: 2.000e-04, eta: 4:30:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9422, loss_cls: 0.7173, loss: 0.7173, grad_norm: 5.2851 2021-06-18 13:07:27,324 - mmaction - INFO - Epoch [86][600/1879] lr: 2.000e-04, eta: 4:30:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9441, loss_cls: 0.6967, loss: 0.6967, grad_norm: 5.2397 2021-06-18 13:07:38,456 - mmaction - INFO - Epoch [86][620/1879] lr: 2.000e-04, eta: 4:30:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9383, loss_cls: 0.7313, loss: 0.7313, grad_norm: 5.2421 2021-06-18 13:07:49,599 - mmaction - INFO - Epoch [86][640/1879] lr: 2.000e-04, eta: 4:29:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9426, loss_cls: 0.6819, loss: 0.6819, grad_norm: 5.1650 2021-06-18 13:08:00,742 - mmaction - INFO - Epoch [86][660/1879] lr: 2.000e-04, eta: 4:29:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9402, loss_cls: 0.6816, loss: 0.6816, grad_norm: 5.2761 2021-06-18 13:08:11,876 - mmaction - INFO - Epoch [86][680/1879] lr: 2.000e-04, eta: 4:29:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9437, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.1764 2021-06-18 13:08:23,022 - mmaction - INFO - Epoch [86][700/1879] lr: 2.000e-04, eta: 4:29:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9516, loss_cls: 0.6630, loss: 0.6630, grad_norm: 5.0812 2021-06-18 13:08:34,187 - mmaction - INFO - Epoch [86][720/1879] lr: 2.000e-04, eta: 4:29:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9437, loss_cls: 0.6961, loss: 0.6961, grad_norm: 5.3395 2021-06-18 13:08:45,341 - mmaction - INFO - Epoch [86][740/1879] lr: 2.000e-04, eta: 4:29:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9480, loss_cls: 0.6507, loss: 0.6507, grad_norm: 5.0426 2021-06-18 13:08:56,476 - mmaction - INFO - Epoch [86][760/1879] lr: 2.000e-04, eta: 4:28:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9520, loss_cls: 0.6606, loss: 0.6606, grad_norm: 5.2290 2021-06-18 13:09:07,625 - mmaction - INFO - Epoch [86][780/1879] lr: 2.000e-04, eta: 4:28:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9402, loss_cls: 0.6815, loss: 0.6815, grad_norm: 5.2193 2021-06-18 13:09:18,772 - mmaction - INFO - Epoch [86][800/1879] lr: 2.000e-04, eta: 4:28:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7069, loss: 0.7069, grad_norm: 5.3726 2021-06-18 13:09:29,931 - mmaction - INFO - Epoch [86][820/1879] lr: 2.000e-04, eta: 4:28:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9520, loss_cls: 0.6429, loss: 0.6429, grad_norm: 5.0660 2021-06-18 13:09:41,078 - mmaction - INFO - Epoch [86][840/1879] lr: 2.000e-04, eta: 4:28:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9461, loss_cls: 0.7071, loss: 0.7071, grad_norm: 5.3759 2021-06-18 13:09:52,227 - mmaction - INFO - Epoch [86][860/1879] lr: 2.000e-04, eta: 4:27:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9422, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.2731 2021-06-18 13:10:03,375 - mmaction - INFO - Epoch [86][880/1879] lr: 2.000e-04, eta: 4:27:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9434, loss_cls: 0.6994, loss: 0.6994, grad_norm: 5.1361 2021-06-18 13:10:14,513 - mmaction - INFO - Epoch [86][900/1879] lr: 2.000e-04, eta: 4:27:25, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9457, loss_cls: 0.6677, loss: 0.6677, grad_norm: 5.1163 2021-06-18 13:10:25,670 - mmaction - INFO - Epoch [86][920/1879] lr: 2.000e-04, eta: 4:27:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9387, loss_cls: 0.7225, loss: 0.7225, grad_norm: 5.4805 2021-06-18 13:10:36,822 - mmaction - INFO - Epoch [86][940/1879] lr: 2.000e-04, eta: 4:27:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9508, loss_cls: 0.6543, loss: 0.6543, grad_norm: 5.0877 2021-06-18 13:10:47,958 - mmaction - INFO - Epoch [86][960/1879] lr: 2.000e-04, eta: 4:26:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9520, loss_cls: 0.6706, loss: 0.6706, grad_norm: 5.2412 2021-06-18 13:10:59,138 - mmaction - INFO - Epoch [86][980/1879] lr: 2.000e-04, eta: 4:26:38, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9352, loss_cls: 0.7312, loss: 0.7312, grad_norm: 5.2902 2021-06-18 13:11:10,230 - mmaction - INFO - Epoch [86][1000/1879] lr: 2.000e-04, eta: 4:26:26, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9367, loss_cls: 0.7065, loss: 0.7065, grad_norm: 5.2586 2021-06-18 13:11:21,374 - mmaction - INFO - Epoch [86][1020/1879] lr: 2.000e-04, eta: 4:26:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9520, loss_cls: 0.6834, loss: 0.6834, grad_norm: 5.4195 2021-06-18 13:11:32,530 - mmaction - INFO - Epoch [86][1040/1879] lr: 2.000e-04, eta: 4:26:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9441, loss_cls: 0.7297, loss: 0.7297, grad_norm: 5.4309 2021-06-18 13:11:43,690 - mmaction - INFO - Epoch [86][1060/1879] lr: 2.000e-04, eta: 4:25:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9457, loss_cls: 0.6713, loss: 0.6713, grad_norm: 5.2077 2021-06-18 13:11:54,860 - mmaction - INFO - Epoch [86][1080/1879] lr: 2.000e-04, eta: 4:25:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9488, loss_cls: 0.6510, loss: 0.6510, grad_norm: 5.0622 2021-06-18 13:12:06,017 - mmaction - INFO - Epoch [86][1100/1879] lr: 2.000e-04, eta: 4:25:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9422, loss_cls: 0.6971, loss: 0.6971, grad_norm: 5.2523 2021-06-18 13:12:17,163 - mmaction - INFO - Epoch [86][1120/1879] lr: 2.000e-04, eta: 4:25:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9449, loss_cls: 0.7089, loss: 0.7089, grad_norm: 5.3417 2021-06-18 13:12:28,306 - mmaction - INFO - Epoch [86][1140/1879] lr: 2.000e-04, eta: 4:25:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9320, loss_cls: 0.7474, loss: 0.7474, grad_norm: 5.3201 2021-06-18 13:12:39,437 - mmaction - INFO - Epoch [86][1160/1879] lr: 2.000e-04, eta: 4:24:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9402, loss_cls: 0.6744, loss: 0.6744, grad_norm: 5.1142 2021-06-18 13:12:50,602 - mmaction - INFO - Epoch [86][1180/1879] lr: 2.000e-04, eta: 4:24:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9449, loss_cls: 0.6877, loss: 0.6877, grad_norm: 5.2732 2021-06-18 13:13:01,813 - mmaction - INFO - Epoch [86][1200/1879] lr: 2.000e-04, eta: 4:24:27, time: 0.562, data_time: 0.003, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9480, loss_cls: 0.6790, loss: 0.6790, grad_norm: 5.2515 2021-06-18 13:13:12,932 - mmaction - INFO - Epoch [86][1220/1879] lr: 2.000e-04, eta: 4:24:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.1496 2021-06-18 13:13:24,087 - mmaction - INFO - Epoch [86][1240/1879] lr: 2.000e-04, eta: 4:24:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9437, loss_cls: 0.7150, loss: 0.7150, grad_norm: 5.3547 2021-06-18 13:13:35,222 - mmaction - INFO - Epoch [86][1260/1879] lr: 2.000e-04, eta: 4:23:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9480, loss_cls: 0.6769, loss: 0.6769, grad_norm: 5.2730 2021-06-18 13:13:46,390 - mmaction - INFO - Epoch [86][1280/1879] lr: 2.000e-04, eta: 4:23:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9477, loss_cls: 0.6840, loss: 0.6840, grad_norm: 5.2694 2021-06-18 13:13:57,548 - mmaction - INFO - Epoch [86][1300/1879] lr: 2.000e-04, eta: 4:23:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9402, loss_cls: 0.7251, loss: 0.7251, grad_norm: 5.4253 2021-06-18 13:14:08,686 - mmaction - INFO - Epoch [86][1320/1879] lr: 2.000e-04, eta: 4:23:16, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9480, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.2893 2021-06-18 13:14:19,819 - mmaction - INFO - Epoch [86][1340/1879] lr: 2.000e-04, eta: 4:23:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9453, loss_cls: 0.6701, loss: 0.6701, grad_norm: 5.1162 2021-06-18 13:14:30,954 - mmaction - INFO - Epoch [86][1360/1879] lr: 2.000e-04, eta: 4:22:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9480, loss_cls: 0.6569, loss: 0.6569, grad_norm: 5.1086 2021-06-18 13:14:42,096 - mmaction - INFO - Epoch [86][1380/1879] lr: 2.000e-04, eta: 4:22:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9512, loss_cls: 0.6725, loss: 0.6725, grad_norm: 5.3217 2021-06-18 13:14:53,243 - mmaction - INFO - Epoch [86][1400/1879] lr: 2.000e-04, eta: 4:22:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9516, loss_cls: 0.6358, loss: 0.6358, grad_norm: 4.9430 2021-06-18 13:15:04,403 - mmaction - INFO - Epoch [86][1420/1879] lr: 2.000e-04, eta: 4:22:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9410, loss_cls: 0.7225, loss: 0.7225, grad_norm: 5.4150 2021-06-18 13:15:15,567 - mmaction - INFO - Epoch [86][1440/1879] lr: 2.000e-04, eta: 4:22:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9437, loss_cls: 0.6838, loss: 0.6838, grad_norm: 5.1540 2021-06-18 13:15:26,700 - mmaction - INFO - Epoch [86][1460/1879] lr: 2.000e-04, eta: 4:21:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9441, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.2814 2021-06-18 13:15:37,842 - mmaction - INFO - Epoch [86][1480/1879] lr: 2.000e-04, eta: 4:21:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9441, loss_cls: 0.6931, loss: 0.6931, grad_norm: 5.3669 2021-06-18 13:15:48,989 - mmaction - INFO - Epoch [86][1500/1879] lr: 2.000e-04, eta: 4:21:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9379, loss_cls: 0.7017, loss: 0.7017, grad_norm: 5.2398 2021-06-18 13:16:00,145 - mmaction - INFO - Epoch [86][1520/1879] lr: 2.000e-04, eta: 4:21:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9504, loss_cls: 0.6370, loss: 0.6370, grad_norm: 5.0297 2021-06-18 13:16:11,299 - mmaction - INFO - Epoch [86][1540/1879] lr: 2.000e-04, eta: 4:21:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9410, loss_cls: 0.7140, loss: 0.7140, grad_norm: 5.3167 2021-06-18 13:16:22,454 - mmaction - INFO - Epoch [86][1560/1879] lr: 2.000e-04, eta: 4:20:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9480, loss_cls: 0.7008, loss: 0.7008, grad_norm: 5.2492 2021-06-18 13:16:33,606 - mmaction - INFO - Epoch [86][1580/1879] lr: 2.000e-04, eta: 4:20:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.6853, loss: 0.6853, grad_norm: 5.3067 2021-06-18 13:16:44,757 - mmaction - INFO - Epoch [86][1600/1879] lr: 2.000e-04, eta: 4:20:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.6940, loss: 0.6940, grad_norm: 5.2598 2021-06-18 13:16:55,897 - mmaction - INFO - Epoch [86][1620/1879] lr: 2.000e-04, eta: 4:20:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9437, loss_cls: 0.6935, loss: 0.6935, grad_norm: 5.2622 2021-06-18 13:17:07,038 - mmaction - INFO - Epoch [86][1640/1879] lr: 2.000e-04, eta: 4:20:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9488, loss_cls: 0.6834, loss: 0.6834, grad_norm: 5.1917 2021-06-18 13:17:18,193 - mmaction - INFO - Epoch [86][1660/1879] lr: 2.000e-04, eta: 4:19:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9316, loss_cls: 0.7617, loss: 0.7617, grad_norm: 5.4439 2021-06-18 13:17:29,348 - mmaction - INFO - Epoch [86][1680/1879] lr: 2.000e-04, eta: 4:19:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9445, loss_cls: 0.6786, loss: 0.6786, grad_norm: 5.2839 2021-06-18 13:17:40,489 - mmaction - INFO - Epoch [86][1700/1879] lr: 2.000e-04, eta: 4:19:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9422, loss_cls: 0.7142, loss: 0.7142, grad_norm: 5.4492 2021-06-18 13:17:51,624 - mmaction - INFO - Epoch [86][1720/1879] lr: 2.000e-04, eta: 4:19:19, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9461, loss_cls: 0.6928, loss: 0.6928, grad_norm: 5.2427 2021-06-18 13:18:02,775 - mmaction - INFO - Epoch [86][1740/1879] lr: 2.000e-04, eta: 4:19:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9535, loss_cls: 0.6453, loss: 0.6453, grad_norm: 5.0957 2021-06-18 13:18:13,929 - mmaction - INFO - Epoch [86][1760/1879] lr: 2.000e-04, eta: 4:18:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9449, loss_cls: 0.6994, loss: 0.6994, grad_norm: 5.3854 2021-06-18 13:18:25,071 - mmaction - INFO - Epoch [86][1780/1879] lr: 2.000e-04, eta: 4:18:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9465, loss_cls: 0.7145, loss: 0.7145, grad_norm: 5.3232 2021-06-18 13:18:36,231 - mmaction - INFO - Epoch [86][1800/1879] lr: 2.000e-04, eta: 4:18:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9484, loss_cls: 0.6930, loss: 0.6930, grad_norm: 5.3315 2021-06-18 13:18:47,387 - mmaction - INFO - Epoch [86][1820/1879] lr: 2.000e-04, eta: 4:18:19, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9547, loss_cls: 0.6484, loss: 0.6484, grad_norm: 5.2621 2021-06-18 13:18:58,485 - mmaction - INFO - Epoch [86][1840/1879] lr: 2.000e-04, eta: 4:18:08, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9516, loss_cls: 0.6096, loss: 0.6096, grad_norm: 4.9816 2021-06-18 13:19:09,641 - mmaction - INFO - Epoch [86][1860/1879] lr: 2.000e-04, eta: 4:17:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9430, loss_cls: 0.6863, loss: 0.6863, grad_norm: 5.3576 2021-06-18 13:20:54,611 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 13:20:55,490 - mmaction - INFO - top1_acc 0.7180 top5_acc 0.8998 2021-06-18 13:20:55,490 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 13:20:55,524 - mmaction - INFO - mean_acc 0.7179 2021-06-18 13:20:56,236 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_86.pth. 2021-06-18 13:20:56,237 - mmaction - INFO - Best top1_acc is 0.7180 at 86 epoch. 2021-06-18 13:20:56,247 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-06-18 13:20:57,285 - mmaction - INFO - Epoch(val) [86][104] top1_acc: 0.7180, top5_acc: 0.8998, mean_class_accuracy: 0.7179 2021-06-18 13:22:09,677 - mmaction - INFO - Epoch [87][20/1879] lr: 2.000e-04, eta: 4:17:41, time: 3.619, data_time: 3.064, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9402, loss_cls: 0.6810, loss: 0.6810, grad_norm: 5.2082 2021-06-18 13:22:20,827 - mmaction - INFO - Epoch [87][40/1879] lr: 2.000e-04, eta: 4:17:29, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.6904, loss: 0.6904, grad_norm: 5.2068 2021-06-18 13:22:31,947 - mmaction - INFO - Epoch [87][60/1879] lr: 2.000e-04, eta: 4:17:17, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.6455, loss: 0.6455, grad_norm: 5.2383 2021-06-18 13:22:43,058 - mmaction - INFO - Epoch [87][80/1879] lr: 2.000e-04, eta: 4:17:05, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9461, loss_cls: 0.6783, loss: 0.6783, grad_norm: 5.3718 2021-06-18 13:22:54,192 - mmaction - INFO - Epoch [87][100/1879] lr: 2.000e-04, eta: 4:16:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9449, loss_cls: 0.6914, loss: 0.6914, grad_norm: 5.3607 2021-06-18 13:23:05,317 - mmaction - INFO - Epoch [87][120/1879] lr: 2.000e-04, eta: 4:16:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9410, loss_cls: 0.7054, loss: 0.7054, grad_norm: 5.2985 2021-06-18 13:23:16,436 - mmaction - INFO - Epoch [87][140/1879] lr: 2.000e-04, eta: 4:16:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9465, loss_cls: 0.6952, loss: 0.6952, grad_norm: 5.1908 2021-06-18 13:23:27,564 - mmaction - INFO - Epoch [87][160/1879] lr: 2.000e-04, eta: 4:16:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9434, loss_cls: 0.6978, loss: 0.6978, grad_norm: 5.2684 2021-06-18 13:23:38,680 - mmaction - INFO - Epoch [87][180/1879] lr: 2.000e-04, eta: 4:16:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9445, loss_cls: 0.6855, loss: 0.6855, grad_norm: 5.1387 2021-06-18 13:23:49,818 - mmaction - INFO - Epoch [87][200/1879] lr: 2.000e-04, eta: 4:15:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9422, loss_cls: 0.7000, loss: 0.7000, grad_norm: 5.3359 2021-06-18 13:24:00,963 - mmaction - INFO - Epoch [87][220/1879] lr: 2.000e-04, eta: 4:15:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9375, loss_cls: 0.7347, loss: 0.7347, grad_norm: 5.5206 2021-06-18 13:24:12,117 - mmaction - INFO - Epoch [87][240/1879] lr: 2.000e-04, eta: 4:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9402, loss_cls: 0.7101, loss: 0.7101, grad_norm: 5.2709 2021-06-18 13:24:23,239 - mmaction - INFO - Epoch [87][260/1879] lr: 2.000e-04, eta: 4:15:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9480, loss_cls: 0.6577, loss: 0.6577, grad_norm: 5.1517 2021-06-18 13:24:34,379 - mmaction - INFO - Epoch [87][280/1879] lr: 2.000e-04, eta: 4:15:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9441, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.3590 2021-06-18 13:24:45,523 - mmaction - INFO - Epoch [87][300/1879] lr: 2.000e-04, eta: 4:14:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9437, loss_cls: 0.7076, loss: 0.7076, grad_norm: 5.2939 2021-06-18 13:24:56,665 - mmaction - INFO - Epoch [87][320/1879] lr: 2.000e-04, eta: 4:14:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9441, loss_cls: 0.6761, loss: 0.6761, grad_norm: 5.1248 2021-06-18 13:25:07,846 - mmaction - INFO - Epoch [87][340/1879] lr: 2.000e-04, eta: 4:14:31, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9426, loss_cls: 0.6961, loss: 0.6961, grad_norm: 5.3436 2021-06-18 13:25:18,992 - mmaction - INFO - Epoch [87][360/1879] lr: 2.000e-04, eta: 4:14:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9406, loss_cls: 0.7267, loss: 0.7267, grad_norm: 5.3205 2021-06-18 13:25:30,135 - mmaction - INFO - Epoch [87][380/1879] lr: 2.000e-04, eta: 4:14:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9477, loss_cls: 0.6835, loss: 0.6835, grad_norm: 5.3281 2021-06-18 13:25:41,274 - mmaction - INFO - Epoch [87][400/1879] lr: 2.000e-04, eta: 4:13:55, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9445, loss_cls: 0.7213, loss: 0.7213, grad_norm: 5.3484 2021-06-18 13:25:52,423 - mmaction - INFO - Epoch [87][420/1879] lr: 2.000e-04, eta: 4:13:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9414, loss_cls: 0.6909, loss: 0.6909, grad_norm: 5.2783 2021-06-18 13:26:03,563 - mmaction - INFO - Epoch [87][440/1879] lr: 2.000e-04, eta: 4:13:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9500, loss_cls: 0.6640, loss: 0.6640, grad_norm: 5.2044 2021-06-18 13:26:14,701 - mmaction - INFO - Epoch [87][460/1879] lr: 2.000e-04, eta: 4:13:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9445, loss_cls: 0.6652, loss: 0.6652, grad_norm: 5.1997 2021-06-18 13:26:25,846 - mmaction - INFO - Epoch [87][480/1879] lr: 2.000e-04, eta: 4:13:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9457, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.3037 2021-06-18 13:26:36,995 - mmaction - INFO - Epoch [87][500/1879] lr: 2.000e-04, eta: 4:12:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9398, loss_cls: 0.6652, loss: 0.6652, grad_norm: 5.0509 2021-06-18 13:26:48,151 - mmaction - INFO - Epoch [87][520/1879] lr: 2.000e-04, eta: 4:12:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9492, loss_cls: 0.6741, loss: 0.6741, grad_norm: 5.2234 2021-06-18 13:26:59,311 - mmaction - INFO - Epoch [87][540/1879] lr: 2.000e-04, eta: 4:12:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9496, loss_cls: 0.6860, loss: 0.6860, grad_norm: 5.3361 2021-06-18 13:27:10,450 - mmaction - INFO - Epoch [87][560/1879] lr: 2.000e-04, eta: 4:12:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9430, loss_cls: 0.7153, loss: 0.7153, grad_norm: 5.3694 2021-06-18 13:27:21,572 - mmaction - INFO - Epoch [87][580/1879] lr: 2.000e-04, eta: 4:12:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9434, loss_cls: 0.7043, loss: 0.7043, grad_norm: 5.4226 2021-06-18 13:27:32,713 - mmaction - INFO - Epoch [87][600/1879] lr: 2.000e-04, eta: 4:11:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9504, loss_cls: 0.6620, loss: 0.6620, grad_norm: 5.2135 2021-06-18 13:27:43,852 - mmaction - INFO - Epoch [87][620/1879] lr: 2.000e-04, eta: 4:11:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9395, loss_cls: 0.6942, loss: 0.6942, grad_norm: 5.2507 2021-06-18 13:27:55,007 - mmaction - INFO - Epoch [87][640/1879] lr: 2.000e-04, eta: 4:11:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9430, loss_cls: 0.6931, loss: 0.6931, grad_norm: 5.2989 2021-06-18 13:28:06,159 - mmaction - INFO - Epoch [87][660/1879] lr: 2.000e-04, eta: 4:11:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9387, loss_cls: 0.7184, loss: 0.7184, grad_norm: 5.2651 2021-06-18 13:28:17,312 - mmaction - INFO - Epoch [87][680/1879] lr: 2.000e-04, eta: 4:11:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9473, loss_cls: 0.6710, loss: 0.6710, grad_norm: 5.2183 2021-06-18 13:28:28,439 - mmaction - INFO - Epoch [87][700/1879] lr: 2.000e-04, eta: 4:10:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9422, loss_cls: 0.6953, loss: 0.6953, grad_norm: 5.2613 2021-06-18 13:28:39,589 - mmaction - INFO - Epoch [87][720/1879] lr: 2.000e-04, eta: 4:10:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9328, loss_cls: 0.7620, loss: 0.7620, grad_norm: 5.4195 2021-06-18 13:28:50,756 - mmaction - INFO - Epoch [87][740/1879] lr: 2.000e-04, eta: 4:10:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9395, loss_cls: 0.7300, loss: 0.7300, grad_norm: 5.3898 2021-06-18 13:29:01,886 - mmaction - INFO - Epoch [87][760/1879] lr: 2.000e-04, eta: 4:10:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9434, loss_cls: 0.7038, loss: 0.7038, grad_norm: 5.4380 2021-06-18 13:29:13,026 - mmaction - INFO - Epoch [87][780/1879] lr: 2.000e-04, eta: 4:10:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6580, loss: 0.6580, grad_norm: 5.2869 2021-06-18 13:29:24,194 - mmaction - INFO - Epoch [87][800/1879] lr: 2.000e-04, eta: 4:09:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9453, loss_cls: 0.6379, loss: 0.6379, grad_norm: 5.0155 2021-06-18 13:29:35,338 - mmaction - INFO - Epoch [87][820/1879] lr: 2.000e-04, eta: 4:09:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9520, loss_cls: 0.6526, loss: 0.6526, grad_norm: 5.2699 2021-06-18 13:29:46,488 - mmaction - INFO - Epoch [87][840/1879] lr: 2.000e-04, eta: 4:09:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9445, loss_cls: 0.6766, loss: 0.6766, grad_norm: 5.2585 2021-06-18 13:29:57,650 - mmaction - INFO - Epoch [87][860/1879] lr: 2.000e-04, eta: 4:09:23, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9516, loss_cls: 0.6427, loss: 0.6427, grad_norm: 5.2113 2021-06-18 13:30:08,785 - mmaction - INFO - Epoch [87][880/1879] lr: 2.000e-04, eta: 4:09:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9512, loss_cls: 0.6515, loss: 0.6515, grad_norm: 5.0926 2021-06-18 13:30:19,915 - mmaction - INFO - Epoch [87][900/1879] lr: 2.000e-04, eta: 4:08:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9379, loss_cls: 0.7098, loss: 0.7098, grad_norm: 5.1589 2021-06-18 13:30:31,045 - mmaction - INFO - Epoch [87][920/1879] lr: 2.000e-04, eta: 4:08:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9441, loss_cls: 0.7074, loss: 0.7074, grad_norm: 5.2121 2021-06-18 13:30:42,215 - mmaction - INFO - Epoch [87][940/1879] lr: 2.000e-04, eta: 4:08:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9422, loss_cls: 0.7101, loss: 0.7101, grad_norm: 5.4101 2021-06-18 13:30:53,334 - mmaction - INFO - Epoch [87][960/1879] lr: 2.000e-04, eta: 4:08:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9434, loss_cls: 0.6863, loss: 0.6863, grad_norm: 5.0808 2021-06-18 13:31:04,471 - mmaction - INFO - Epoch [87][980/1879] lr: 2.000e-04, eta: 4:08:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9492, loss_cls: 0.6707, loss: 0.6707, grad_norm: 5.2561 2021-06-18 13:31:15,601 - mmaction - INFO - Epoch [87][1000/1879] lr: 2.000e-04, eta: 4:08:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9371, loss_cls: 0.7173, loss: 0.7173, grad_norm: 5.2501 2021-06-18 13:31:26,738 - mmaction - INFO - Epoch [87][1020/1879] lr: 2.000e-04, eta: 4:07:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9383, loss_cls: 0.7144, loss: 0.7144, grad_norm: 5.4689 2021-06-18 13:31:37,862 - mmaction - INFO - Epoch [87][1040/1879] lr: 2.000e-04, eta: 4:07:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9531, loss_cls: 0.6405, loss: 0.6405, grad_norm: 5.0495 2021-06-18 13:31:49,028 - mmaction - INFO - Epoch [87][1060/1879] lr: 2.000e-04, eta: 4:07:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6774, loss: 0.6774, grad_norm: 5.1538 2021-06-18 13:32:00,168 - mmaction - INFO - Epoch [87][1080/1879] lr: 2.000e-04, eta: 4:07:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6698, loss: 0.6698, grad_norm: 5.1964 2021-06-18 13:32:11,331 - mmaction - INFO - Epoch [87][1100/1879] lr: 2.000e-04, eta: 4:07:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9410, loss_cls: 0.7238, loss: 0.7238, grad_norm: 5.4242 2021-06-18 13:32:22,491 - mmaction - INFO - Epoch [87][1120/1879] lr: 2.000e-04, eta: 4:06:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9457, loss_cls: 0.7061, loss: 0.7061, grad_norm: 5.3869 2021-06-18 13:32:33,622 - mmaction - INFO - Epoch [87][1140/1879] lr: 2.000e-04, eta: 4:06:37, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9449, loss_cls: 0.6962, loss: 0.6962, grad_norm: 5.2692 2021-06-18 13:32:44,777 - mmaction - INFO - Epoch [87][1160/1879] lr: 2.000e-04, eta: 4:06:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9465, loss_cls: 0.6837, loss: 0.6837, grad_norm: 5.2650 2021-06-18 13:32:55,922 - mmaction - INFO - Epoch [87][1180/1879] lr: 2.000e-04, eta: 4:06:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9504, loss_cls: 0.6889, loss: 0.6889, grad_norm: 5.3411 2021-06-18 13:33:07,083 - mmaction - INFO - Epoch [87][1200/1879] lr: 2.000e-04, eta: 4:06:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.2366 2021-06-18 13:33:18,233 - mmaction - INFO - Epoch [87][1220/1879] lr: 2.000e-04, eta: 4:05:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9453, loss_cls: 0.6670, loss: 0.6670, grad_norm: 5.1550 2021-06-18 13:33:29,383 - mmaction - INFO - Epoch [87][1240/1879] lr: 2.000e-04, eta: 4:05:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9445, loss_cls: 0.6721, loss: 0.6721, grad_norm: 5.1035 2021-06-18 13:33:40,515 - mmaction - INFO - Epoch [87][1260/1879] lr: 2.000e-04, eta: 4:05:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9352, loss_cls: 0.7111, loss: 0.7111, grad_norm: 5.2321 2021-06-18 13:33:51,641 - mmaction - INFO - Epoch [87][1280/1879] lr: 2.000e-04, eta: 4:05:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9410, loss_cls: 0.7022, loss: 0.7022, grad_norm: 5.2728 2021-06-18 13:34:02,800 - mmaction - INFO - Epoch [87][1300/1879] lr: 2.000e-04, eta: 4:05:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9445, loss_cls: 0.6991, loss: 0.6991, grad_norm: 5.2649 2021-06-18 13:34:14,099 - mmaction - INFO - Epoch [87][1320/1879] lr: 2.000e-04, eta: 4:04:50, time: 0.566, data_time: 0.012, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9430, loss_cls: 0.6957, loss: 0.6957, grad_norm: 5.2589 2021-06-18 13:34:25,242 - mmaction - INFO - Epoch [87][1340/1879] lr: 2.000e-04, eta: 4:04:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9508, loss_cls: 0.6857, loss: 0.6857, grad_norm: 5.2312 2021-06-18 13:34:36,363 - mmaction - INFO - Epoch [87][1360/1879] lr: 2.000e-04, eta: 4:04:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9387, loss_cls: 0.6959, loss: 0.6959, grad_norm: 5.2027 2021-06-18 13:34:47,553 - mmaction - INFO - Epoch [87][1380/1879] lr: 2.000e-04, eta: 4:04:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6930, loss: 0.6930, grad_norm: 5.2330 2021-06-18 13:34:58,688 - mmaction - INFO - Epoch [87][1400/1879] lr: 2.000e-04, eta: 4:04:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9523, loss_cls: 0.6854, loss: 0.6854, grad_norm: 5.3069 2021-06-18 13:35:09,879 - mmaction - INFO - Epoch [87][1420/1879] lr: 2.000e-04, eta: 4:03:51, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9434, loss_cls: 0.7122, loss: 0.7122, grad_norm: 5.3020 2021-06-18 13:35:21,001 - mmaction - INFO - Epoch [87][1440/1879] lr: 2.000e-04, eta: 4:03:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9340, loss_cls: 0.7032, loss: 0.7032, grad_norm: 5.1315 2021-06-18 13:35:32,143 - mmaction - INFO - Epoch [87][1460/1879] lr: 2.000e-04, eta: 4:03:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9418, loss_cls: 0.7006, loss: 0.7006, grad_norm: 5.2987 2021-06-18 13:35:43,278 - mmaction - INFO - Epoch [87][1480/1879] lr: 2.000e-04, eta: 4:03:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9453, loss_cls: 0.6450, loss: 0.6450, grad_norm: 5.0610 2021-06-18 13:35:54,421 - mmaction - INFO - Epoch [87][1500/1879] lr: 2.000e-04, eta: 4:03:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9441, loss_cls: 0.7070, loss: 0.7070, grad_norm: 5.2319 2021-06-18 13:36:05,576 - mmaction - INFO - Epoch [87][1520/1879] lr: 2.000e-04, eta: 4:02:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9484, loss_cls: 0.7123, loss: 0.7123, grad_norm: 5.4381 2021-06-18 13:36:16,733 - mmaction - INFO - Epoch [87][1540/1879] lr: 2.000e-04, eta: 4:02:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9492, loss_cls: 0.6692, loss: 0.6692, grad_norm: 5.1726 2021-06-18 13:36:27,887 - mmaction - INFO - Epoch [87][1560/1879] lr: 2.000e-04, eta: 4:02:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9402, loss_cls: 0.7086, loss: 0.7086, grad_norm: 5.3285 2021-06-18 13:36:39,025 - mmaction - INFO - Epoch [87][1580/1879] lr: 2.000e-04, eta: 4:02:16, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9457, loss_cls: 0.6808, loss: 0.6808, grad_norm: 5.1731 2021-06-18 13:36:50,177 - mmaction - INFO - Epoch [87][1600/1879] lr: 2.000e-04, eta: 4:02:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9383, loss_cls: 0.7265, loss: 0.7265, grad_norm: 5.3631 2021-06-18 13:37:01,315 - mmaction - INFO - Epoch [87][1620/1879] lr: 2.000e-04, eta: 4:01:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9445, loss_cls: 0.6825, loss: 0.6825, grad_norm: 5.2200 2021-06-18 13:37:12,482 - mmaction - INFO - Epoch [87][1640/1879] lr: 2.000e-04, eta: 4:01:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9539, loss_cls: 0.6283, loss: 0.6283, grad_norm: 5.0647 2021-06-18 13:37:23,618 - mmaction - INFO - Epoch [87][1660/1879] lr: 2.000e-04, eta: 4:01:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9457, loss_cls: 0.6792, loss: 0.6792, grad_norm: 5.3716 2021-06-18 13:37:34,769 - mmaction - INFO - Epoch [87][1680/1879] lr: 2.000e-04, eta: 4:01:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9426, loss_cls: 0.7232, loss: 0.7232, grad_norm: 5.4414 2021-06-18 13:37:45,921 - mmaction - INFO - Epoch [87][1700/1879] lr: 2.000e-04, eta: 4:01:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9473, loss_cls: 0.7005, loss: 0.7005, grad_norm: 5.2924 2021-06-18 13:37:57,059 - mmaction - INFO - Epoch [87][1720/1879] lr: 2.000e-04, eta: 4:00:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.7036, loss: 0.7036, grad_norm: 5.3326 2021-06-18 13:38:08,205 - mmaction - INFO - Epoch [87][1740/1879] lr: 2.000e-04, eta: 4:00:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9367, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.2975 2021-06-18 13:38:19,337 - mmaction - INFO - Epoch [87][1760/1879] lr: 2.000e-04, eta: 4:00:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6746, loss: 0.6746, grad_norm: 5.2112 2021-06-18 13:38:30,477 - mmaction - INFO - Epoch [87][1780/1879] lr: 2.000e-04, eta: 4:00:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9359, loss_cls: 0.7214, loss: 0.7214, grad_norm: 5.5222 2021-06-18 13:38:41,602 - mmaction - INFO - Epoch [87][1800/1879] lr: 2.000e-04, eta: 4:00:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9473, loss_cls: 0.6702, loss: 0.6702, grad_norm: 5.2314 2021-06-18 13:38:52,756 - mmaction - INFO - Epoch [87][1820/1879] lr: 2.000e-04, eta: 3:59:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9523, loss_cls: 0.6666, loss: 0.6666, grad_norm: 5.2858 2021-06-18 13:39:03,903 - mmaction - INFO - Epoch [87][1840/1879] lr: 2.000e-04, eta: 3:59:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9488, loss_cls: 0.6417, loss: 0.6417, grad_norm: 5.1273 2021-06-18 13:39:15,048 - mmaction - INFO - Epoch [87][1860/1879] lr: 2.000e-04, eta: 3:59:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9406, loss_cls: 0.6991, loss: 0.6991, grad_norm: 5.3400 2021-06-18 13:40:58,384 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 13:40:59,262 - mmaction - INFO - top1_acc 0.7171 top5_acc 0.8993 2021-06-18 13:40:59,263 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 13:40:59,296 - mmaction - INFO - mean_acc 0.7170 2021-06-18 13:40:59,305 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-06-18 13:40:59,660 - mmaction - INFO - Epoch(val) [87][104] top1_acc: 0.7171, top5_acc: 0.8993, mean_class_accuracy: 0.7170 2021-06-18 13:42:14,012 - mmaction - INFO - Epoch [88][20/1879] lr: 2.000e-04, eta: 3:59:15, time: 3.716, data_time: 3.159, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9508, loss_cls: 0.6690, loss: 0.6690, grad_norm: 5.2488 2021-06-18 13:42:25,140 - mmaction - INFO - Epoch [88][40/1879] lr: 2.000e-04, eta: 3:59:03, time: 0.556, data_time: 0.004, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7116, loss: 0.7116, grad_norm: 5.3196 2021-06-18 13:42:36,258 - mmaction - INFO - Epoch [88][60/1879] lr: 2.000e-04, eta: 3:58:51, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9504, loss_cls: 0.6595, loss: 0.6595, grad_norm: 5.1617 2021-06-18 13:42:47,377 - mmaction - INFO - Epoch [88][80/1879] lr: 2.000e-04, eta: 3:58:39, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9453, loss_cls: 0.6744, loss: 0.6744, grad_norm: 5.2774 2021-06-18 13:42:58,499 - mmaction - INFO - Epoch [88][100/1879] lr: 2.000e-04, eta: 3:58:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9473, loss_cls: 0.6642, loss: 0.6642, grad_norm: 5.1317 2021-06-18 13:43:09,620 - mmaction - INFO - Epoch [88][120/1879] lr: 2.000e-04, eta: 3:58:15, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9527, loss_cls: 0.6645, loss: 0.6645, grad_norm: 5.2115 2021-06-18 13:43:20,750 - mmaction - INFO - Epoch [88][140/1879] lr: 2.000e-04, eta: 3:58:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9418, loss_cls: 0.7308, loss: 0.7308, grad_norm: 5.4233 2021-06-18 13:43:31,923 - mmaction - INFO - Epoch [88][160/1879] lr: 2.000e-04, eta: 3:57:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.6840, loss: 0.6840, grad_norm: 5.3311 2021-06-18 13:43:43,010 - mmaction - INFO - Epoch [88][180/1879] lr: 2.000e-04, eta: 3:57:40, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9480, loss_cls: 0.6542, loss: 0.6542, grad_norm: 5.1438 2021-06-18 13:43:54,142 - mmaction - INFO - Epoch [88][200/1879] lr: 2.000e-04, eta: 3:57:28, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9527, loss_cls: 0.6325, loss: 0.6325, grad_norm: 5.1666 2021-06-18 13:44:05,292 - mmaction - INFO - Epoch [88][220/1879] lr: 2.000e-04, eta: 3:57:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9395, loss_cls: 0.6981, loss: 0.6981, grad_norm: 5.3820 2021-06-18 13:44:16,433 - mmaction - INFO - Epoch [88][240/1879] lr: 2.000e-04, eta: 3:57:04, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9504, loss_cls: 0.6683, loss: 0.6683, grad_norm: 5.2820 2021-06-18 13:44:27,583 - mmaction - INFO - Epoch [88][260/1879] lr: 2.000e-04, eta: 3:56:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9363, loss_cls: 0.7015, loss: 0.7015, grad_norm: 5.2454 2021-06-18 13:44:38,709 - mmaction - INFO - Epoch [88][280/1879] lr: 2.000e-04, eta: 3:56:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9445, loss_cls: 0.6752, loss: 0.6752, grad_norm: 5.2547 2021-06-18 13:44:49,859 - mmaction - INFO - Epoch [88][300/1879] lr: 2.000e-04, eta: 3:56:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9359, loss_cls: 0.7356, loss: 0.7356, grad_norm: 5.2887 2021-06-18 13:45:01,010 - mmaction - INFO - Epoch [88][320/1879] lr: 2.000e-04, eta: 3:56:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9406, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.2381 2021-06-18 13:45:12,215 - mmaction - INFO - Epoch [88][340/1879] lr: 2.000e-04, eta: 3:56:05, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9434, loss_cls: 0.6688, loss: 0.6688, grad_norm: 5.3201 2021-06-18 13:45:23,411 - mmaction - INFO - Epoch [88][360/1879] lr: 2.000e-04, eta: 3:55:53, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9441, loss_cls: 0.6923, loss: 0.6923, grad_norm: 5.3785 2021-06-18 13:45:34,515 - mmaction - INFO - Epoch [88][380/1879] lr: 2.000e-04, eta: 3:55:41, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9445, loss_cls: 0.6742, loss: 0.6742, grad_norm: 5.1444 2021-06-18 13:45:45,643 - mmaction - INFO - Epoch [88][400/1879] lr: 2.000e-04, eta: 3:55:30, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9430, loss_cls: 0.6591, loss: 0.6591, grad_norm: 5.1525 2021-06-18 13:45:56,786 - mmaction - INFO - Epoch [88][420/1879] lr: 2.000e-04, eta: 3:55:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9402, loss_cls: 0.6920, loss: 0.6920, grad_norm: 5.2404 2021-06-18 13:46:07,938 - mmaction - INFO - Epoch [88][440/1879] lr: 2.000e-04, eta: 3:55:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9465, loss_cls: 0.6767, loss: 0.6767, grad_norm: 5.1522 2021-06-18 13:46:19,075 - mmaction - INFO - Epoch [88][460/1879] lr: 2.000e-04, eta: 3:54:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9426, loss_cls: 0.7048, loss: 0.7048, grad_norm: 5.3169 2021-06-18 13:46:30,217 - mmaction - INFO - Epoch [88][480/1879] lr: 2.000e-04, eta: 3:54:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9437, loss_cls: 0.6807, loss: 0.6807, grad_norm: 5.1738 2021-06-18 13:46:41,355 - mmaction - INFO - Epoch [88][500/1879] lr: 2.000e-04, eta: 3:54:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9422, loss_cls: 0.6774, loss: 0.6774, grad_norm: 5.1505 2021-06-18 13:46:52,504 - mmaction - INFO - Epoch [88][520/1879] lr: 2.000e-04, eta: 3:54:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9398, loss_cls: 0.6941, loss: 0.6941, grad_norm: 5.2157 2021-06-18 13:47:03,674 - mmaction - INFO - Epoch [88][540/1879] lr: 2.000e-04, eta: 3:54:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9488, loss_cls: 0.6506, loss: 0.6506, grad_norm: 5.6366 2021-06-18 13:47:14,841 - mmaction - INFO - Epoch [88][560/1879] lr: 2.000e-04, eta: 3:53:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9512, loss_cls: 0.6580, loss: 0.6580, grad_norm: 5.1663 2021-06-18 13:47:25,985 - mmaction - INFO - Epoch [88][580/1879] lr: 2.000e-04, eta: 3:53:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9437, loss_cls: 0.6928, loss: 0.6928, grad_norm: 5.4603 2021-06-18 13:47:37,143 - mmaction - INFO - Epoch [88][600/1879] lr: 2.000e-04, eta: 3:53:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9402, loss_cls: 0.7308, loss: 0.7308, grad_norm: 5.4721 2021-06-18 13:47:48,279 - mmaction - INFO - Epoch [88][620/1879] lr: 2.000e-04, eta: 3:53:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9496, loss_cls: 0.6578, loss: 0.6578, grad_norm: 5.1762 2021-06-18 13:47:59,436 - mmaction - INFO - Epoch [88][640/1879] lr: 2.000e-04, eta: 3:53:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9398, loss_cls: 0.7149, loss: 0.7149, grad_norm: 5.3133 2021-06-18 13:48:10,588 - mmaction - INFO - Epoch [88][660/1879] lr: 2.000e-04, eta: 3:52:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9359, loss_cls: 0.7099, loss: 0.7099, grad_norm: 5.4395 2021-06-18 13:48:21,741 - mmaction - INFO - Epoch [88][680/1879] lr: 2.000e-04, eta: 3:52:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9441, loss_cls: 0.6914, loss: 0.6914, grad_norm: 5.1308 2021-06-18 13:48:32,890 - mmaction - INFO - Epoch [88][700/1879] lr: 2.000e-04, eta: 3:52:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9398, loss_cls: 0.7034, loss: 0.7034, grad_norm: 5.3182 2021-06-18 13:48:44,059 - mmaction - INFO - Epoch [88][720/1879] lr: 2.000e-04, eta: 3:52:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6810, loss: 0.6810, grad_norm: 5.3518 2021-06-18 13:48:55,220 - mmaction - INFO - Epoch [88][740/1879] lr: 2.000e-04, eta: 3:52:08, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9543, loss_cls: 0.6327, loss: 0.6327, grad_norm: 5.0750 2021-06-18 13:49:06,365 - mmaction - INFO - Epoch [88][760/1879] lr: 2.000e-04, eta: 3:51:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9445, loss_cls: 0.6891, loss: 0.6891, grad_norm: 5.3727 2021-06-18 13:49:17,502 - mmaction - INFO - Epoch [88][780/1879] lr: 2.000e-04, eta: 3:51:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9383, loss_cls: 0.6600, loss: 0.6600, grad_norm: 5.0110 2021-06-18 13:49:28,645 - mmaction - INFO - Epoch [88][800/1879] lr: 2.000e-04, eta: 3:51:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9445, loss_cls: 0.6612, loss: 0.6612, grad_norm: 5.1691 2021-06-18 13:49:39,791 - mmaction - INFO - Epoch [88][820/1879] lr: 2.000e-04, eta: 3:51:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9469, loss_cls: 0.6782, loss: 0.6782, grad_norm: 5.2398 2021-06-18 13:49:50,953 - mmaction - INFO - Epoch [88][840/1879] lr: 2.000e-04, eta: 3:51:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9500, loss_cls: 0.6773, loss: 0.6773, grad_norm: 5.2970 2021-06-18 13:50:02,130 - mmaction - INFO - Epoch [88][860/1879] lr: 2.000e-04, eta: 3:50:57, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9461, loss_cls: 0.6568, loss: 0.6568, grad_norm: 4.9525 2021-06-18 13:50:13,265 - mmaction - INFO - Epoch [88][880/1879] lr: 2.000e-04, eta: 3:50:45, time: 0.557, data_time: 0.000, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9375, loss_cls: 0.7156, loss: 0.7156, grad_norm: 5.3565 2021-06-18 13:50:24,426 - mmaction - INFO - Epoch [88][900/1879] lr: 2.000e-04, eta: 3:50:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6673, loss: 0.6673, grad_norm: 5.1286 2021-06-18 13:50:35,560 - mmaction - INFO - Epoch [88][920/1879] lr: 2.000e-04, eta: 3:50:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9426, loss_cls: 0.7144, loss: 0.7144, grad_norm: 5.3507 2021-06-18 13:50:46,716 - mmaction - INFO - Epoch [88][940/1879] lr: 2.000e-04, eta: 3:50:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9387, loss_cls: 0.6765, loss: 0.6765, grad_norm: 5.1158 2021-06-18 13:50:57,839 - mmaction - INFO - Epoch [88][960/1879] lr: 2.000e-04, eta: 3:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.6763, loss: 0.6763, grad_norm: 5.2444 2021-06-18 13:51:08,991 - mmaction - INFO - Epoch [88][980/1879] lr: 2.000e-04, eta: 3:49:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9488, loss_cls: 0.6642, loss: 0.6642, grad_norm: 5.2187 2021-06-18 13:51:20,123 - mmaction - INFO - Epoch [88][1000/1879] lr: 2.000e-04, eta: 3:49:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9406, loss_cls: 0.6794, loss: 0.6794, grad_norm: 5.2276 2021-06-18 13:51:31,285 - mmaction - INFO - Epoch [88][1020/1879] lr: 2.000e-04, eta: 3:49:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9340, loss_cls: 0.7171, loss: 0.7171, grad_norm: 5.3307 2021-06-18 13:51:42,430 - mmaction - INFO - Epoch [88][1040/1879] lr: 2.000e-04, eta: 3:49:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9379, loss_cls: 0.7124, loss: 0.7124, grad_norm: 5.3095 2021-06-18 13:51:53,576 - mmaction - INFO - Epoch [88][1060/1879] lr: 2.000e-04, eta: 3:48:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9480, loss_cls: 0.6486, loss: 0.6486, grad_norm: 5.0453 2021-06-18 13:52:04,722 - mmaction - INFO - Epoch [88][1080/1879] lr: 2.000e-04, eta: 3:48:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9461, loss_cls: 0.6638, loss: 0.6638, grad_norm: 5.2379 2021-06-18 13:52:15,874 - mmaction - INFO - Epoch [88][1100/1879] lr: 2.000e-04, eta: 3:48:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9445, loss_cls: 0.6862, loss: 0.6862, grad_norm: 5.3730 2021-06-18 13:52:27,012 - mmaction - INFO - Epoch [88][1120/1879] lr: 2.000e-04, eta: 3:48:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9492, loss_cls: 0.6764, loss: 0.6764, grad_norm: 5.2542 2021-06-18 13:52:38,193 - mmaction - INFO - Epoch [88][1140/1879] lr: 2.000e-04, eta: 3:48:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9379, loss_cls: 0.7339, loss: 0.7339, grad_norm: 5.3215 2021-06-18 13:52:49,355 - mmaction - INFO - Epoch [88][1160/1879] lr: 2.000e-04, eta: 3:47:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9477, loss_cls: 0.6917, loss: 0.6917, grad_norm: 5.2482 2021-06-18 13:53:00,491 - mmaction - INFO - Epoch [88][1180/1879] lr: 2.000e-04, eta: 3:47:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9441, loss_cls: 0.7044, loss: 0.7044, grad_norm: 5.4473 2021-06-18 13:53:11,649 - mmaction - INFO - Epoch [88][1200/1879] lr: 2.000e-04, eta: 3:47:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9457, loss_cls: 0.6901, loss: 0.6901, grad_norm: 5.3542 2021-06-18 13:53:22,783 - mmaction - INFO - Epoch [88][1220/1879] lr: 2.000e-04, eta: 3:47:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9535, loss_cls: 0.6289, loss: 0.6289, grad_norm: 5.1258 2021-06-18 13:53:33,933 - mmaction - INFO - Epoch [88][1240/1879] lr: 2.000e-04, eta: 3:47:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9473, loss_cls: 0.6904, loss: 0.6904, grad_norm: 5.3195 2021-06-18 13:53:45,083 - mmaction - INFO - Epoch [88][1260/1879] lr: 2.000e-04, eta: 3:47:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9445, loss_cls: 0.7100, loss: 0.7100, grad_norm: 5.2835 2021-06-18 13:53:56,209 - mmaction - INFO - Epoch [88][1280/1879] lr: 2.000e-04, eta: 3:46:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9465, loss_cls: 0.6884, loss: 0.6884, grad_norm: 5.2321 2021-06-18 13:54:07,363 - mmaction - INFO - Epoch [88][1300/1879] lr: 2.000e-04, eta: 3:46:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9484, loss_cls: 0.6569, loss: 0.6569, grad_norm: 5.0719 2021-06-18 13:54:18,492 - mmaction - INFO - Epoch [88][1320/1879] lr: 2.000e-04, eta: 3:46:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9437, loss_cls: 0.6847, loss: 0.6847, grad_norm: 5.1596 2021-06-18 13:54:29,649 - mmaction - INFO - Epoch [88][1340/1879] lr: 2.000e-04, eta: 3:46:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9371, loss_cls: 0.7284, loss: 0.7284, grad_norm: 5.4443 2021-06-18 13:54:40,849 - mmaction - INFO - Epoch [88][1360/1879] lr: 2.000e-04, eta: 3:46:01, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9410, loss_cls: 0.7044, loss: 0.7044, grad_norm: 5.3007 2021-06-18 13:54:51,993 - mmaction - INFO - Epoch [88][1380/1879] lr: 2.000e-04, eta: 3:45:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9449, loss_cls: 0.7159, loss: 0.7159, grad_norm: 5.4712 2021-06-18 13:55:03,129 - mmaction - INFO - Epoch [88][1400/1879] lr: 2.000e-04, eta: 3:45:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9449, loss_cls: 0.6963, loss: 0.6963, grad_norm: 5.4550 2021-06-18 13:55:14,331 - mmaction - INFO - Epoch [88][1420/1879] lr: 2.000e-04, eta: 3:45:25, time: 0.559, data_time: 0.004, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9410, loss_cls: 0.6967, loss: 0.6967, grad_norm: 5.3266 2021-06-18 13:55:25,478 - mmaction - INFO - Epoch [88][1440/1879] lr: 2.000e-04, eta: 3:45:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9469, loss_cls: 0.6688, loss: 0.6688, grad_norm: 5.2849 2021-06-18 13:55:36,631 - mmaction - INFO - Epoch [88][1460/1879] lr: 2.000e-04, eta: 3:45:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9391, loss_cls: 0.6845, loss: 0.6845, grad_norm: 5.2636 2021-06-18 13:55:47,765 - mmaction - INFO - Epoch [88][1480/1879] lr: 2.000e-04, eta: 3:44:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9449, loss_cls: 0.6549, loss: 0.6549, grad_norm: 5.1290 2021-06-18 13:55:58,927 - mmaction - INFO - Epoch [88][1500/1879] lr: 2.000e-04, eta: 3:44:38, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9449, loss_cls: 0.6657, loss: 0.6657, grad_norm: 5.1820 2021-06-18 13:56:10,075 - mmaction - INFO - Epoch [88][1520/1879] lr: 2.000e-04, eta: 3:44:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9398, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.2493 2021-06-18 13:56:21,223 - mmaction - INFO - Epoch [88][1540/1879] lr: 2.000e-04, eta: 3:44:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9469, loss_cls: 0.6701, loss: 0.6701, grad_norm: 5.2649 2021-06-18 13:56:32,366 - mmaction - INFO - Epoch [88][1560/1879] lr: 2.000e-04, eta: 3:44:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9512, loss_cls: 0.6586, loss: 0.6586, grad_norm: 5.2731 2021-06-18 13:56:43,495 - mmaction - INFO - Epoch [88][1580/1879] lr: 2.000e-04, eta: 3:43:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9504, loss_cls: 0.6725, loss: 0.6725, grad_norm: 5.4353 2021-06-18 13:56:54,644 - mmaction - INFO - Epoch [88][1600/1879] lr: 2.000e-04, eta: 3:43:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9453, loss_cls: 0.6761, loss: 0.6761, grad_norm: 5.1818 2021-06-18 13:57:05,803 - mmaction - INFO - Epoch [88][1620/1879] lr: 2.000e-04, eta: 3:43:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9570, loss_cls: 0.6279, loss: 0.6279, grad_norm: 5.1178 2021-06-18 13:57:16,955 - mmaction - INFO - Epoch [88][1640/1879] lr: 2.000e-04, eta: 3:43:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9426, loss_cls: 0.6742, loss: 0.6742, grad_norm: 5.2116 2021-06-18 13:57:28,114 - mmaction - INFO - Epoch [88][1660/1879] lr: 2.000e-04, eta: 3:43:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9500, loss_cls: 0.6458, loss: 0.6458, grad_norm: 5.1778 2021-06-18 13:57:39,257 - mmaction - INFO - Epoch [88][1680/1879] lr: 2.000e-04, eta: 3:42:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7064, loss: 0.7064, grad_norm: 5.3689 2021-06-18 13:57:50,424 - mmaction - INFO - Epoch [88][1700/1879] lr: 2.000e-04, eta: 3:42:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9426, loss_cls: 0.7011, loss: 0.7011, grad_norm: 5.3088 2021-06-18 13:58:01,554 - mmaction - INFO - Epoch [88][1720/1879] lr: 2.000e-04, eta: 3:42:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9469, loss_cls: 0.6517, loss: 0.6517, grad_norm: 5.1876 2021-06-18 13:58:12,717 - mmaction - INFO - Epoch [88][1740/1879] lr: 2.000e-04, eta: 3:42:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9445, loss_cls: 0.6924, loss: 0.6924, grad_norm: 5.2471 2021-06-18 13:58:23,855 - mmaction - INFO - Epoch [88][1760/1879] lr: 2.000e-04, eta: 3:42:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9496, loss_cls: 0.6883, loss: 0.6883, grad_norm: 5.2199 2021-06-18 13:58:35,013 - mmaction - INFO - Epoch [88][1780/1879] lr: 2.000e-04, eta: 3:41:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9473, loss_cls: 0.6794, loss: 0.6794, grad_norm: 5.2003 2021-06-18 13:58:46,176 - mmaction - INFO - Epoch [88][1800/1879] lr: 2.000e-04, eta: 3:41:40, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.6991, loss: 0.6991, grad_norm: 5.4192 2021-06-18 13:58:57,302 - mmaction - INFO - Epoch [88][1820/1879] lr: 2.000e-04, eta: 3:41:29, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9480, loss_cls: 0.6688, loss: 0.6688, grad_norm: 5.1368 2021-06-18 13:59:08,457 - mmaction - INFO - Epoch [88][1840/1879] lr: 2.000e-04, eta: 3:41:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9410, loss_cls: 0.7027, loss: 0.7027, grad_norm: 5.2940 2021-06-18 13:59:19,579 - mmaction - INFO - Epoch [88][1860/1879] lr: 2.000e-04, eta: 3:41:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9551, loss_cls: 0.6393, loss: 0.6393, grad_norm: 5.1870 2021-06-18 14:01:04,136 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 14:01:05,016 - mmaction - INFO - top1_acc 0.7167 top5_acc 0.8981 2021-06-18 14:01:05,016 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 14:01:05,049 - mmaction - INFO - mean_acc 0.7165 2021-06-18 14:01:05,058 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-06-18 14:01:05,394 - mmaction - INFO - Epoch(val) [88][104] top1_acc: 0.7167, top5_acc: 0.8981, mean_class_accuracy: 0.7165 2021-06-18 14:02:20,389 - mmaction - INFO - Epoch [89][20/1879] lr: 2.000e-04, eta: 3:40:49, time: 3.749, data_time: 3.151, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9449, loss_cls: 0.7044, loss: 0.7044, grad_norm: 5.4771 2021-06-18 14:02:31,890 - mmaction - INFO - Epoch [89][40/1879] lr: 2.000e-04, eta: 3:40:37, time: 0.574, data_time: 0.004, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9410, loss_cls: 0.6917, loss: 0.6917, grad_norm: 5.2014 2021-06-18 14:02:42,998 - mmaction - INFO - Epoch [89][60/1879] lr: 2.000e-04, eta: 3:40:25, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9512, loss_cls: 0.6960, loss: 0.6960, grad_norm: 5.3424 2021-06-18 14:02:54,111 - mmaction - INFO - Epoch [89][80/1879] lr: 2.000e-04, eta: 3:40:13, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9469, loss_cls: 0.6751, loss: 0.6751, grad_norm: 5.2947 2021-06-18 14:03:05,212 - mmaction - INFO - Epoch [89][100/1879] lr: 2.000e-04, eta: 3:40:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9418, loss_cls: 0.7130, loss: 0.7130, grad_norm: 5.3442 2021-06-18 14:03:16,349 - mmaction - INFO - Epoch [89][120/1879] lr: 2.000e-04, eta: 3:39:50, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9496, loss_cls: 0.6566, loss: 0.6566, grad_norm: 5.0755 2021-06-18 14:03:27,478 - mmaction - INFO - Epoch [89][140/1879] lr: 2.000e-04, eta: 3:39:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9441, loss_cls: 0.6917, loss: 0.6917, grad_norm: 5.2630 2021-06-18 14:03:38,591 - mmaction - INFO - Epoch [89][160/1879] lr: 2.000e-04, eta: 3:39:26, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9426, loss_cls: 0.6917, loss: 0.6917, grad_norm: 5.2207 2021-06-18 14:03:49,726 - mmaction - INFO - Epoch [89][180/1879] lr: 2.000e-04, eta: 3:39:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9418, loss_cls: 0.6884, loss: 0.6884, grad_norm: 5.0925 2021-06-18 14:04:00,851 - mmaction - INFO - Epoch [89][200/1879] lr: 2.000e-04, eta: 3:39:02, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9488, loss_cls: 0.6753, loss: 0.6753, grad_norm: 5.3325 2021-06-18 14:04:11,981 - mmaction - INFO - Epoch [89][220/1879] lr: 2.000e-04, eta: 3:38:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9437, loss_cls: 0.7034, loss: 0.7034, grad_norm: 5.4097 2021-06-18 14:04:23,123 - mmaction - INFO - Epoch [89][240/1879] lr: 2.000e-04, eta: 3:38:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9398, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.2871 2021-06-18 14:04:34,263 - mmaction - INFO - Epoch [89][260/1879] lr: 2.000e-04, eta: 3:38:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9504, loss_cls: 0.6725, loss: 0.6725, grad_norm: 5.2683 2021-06-18 14:04:45,399 - mmaction - INFO - Epoch [89][280/1879] lr: 2.000e-04, eta: 3:38:15, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8063, top5_acc: 0.9422, loss_cls: 0.7167, loss: 0.7167, grad_norm: 5.4717 2021-06-18 14:04:56,524 - mmaction - INFO - Epoch [89][300/1879] lr: 2.000e-04, eta: 3:38:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9477, loss_cls: 0.7050, loss: 0.7050, grad_norm: 5.3422 2021-06-18 14:05:07,714 - mmaction - INFO - Epoch [89][320/1879] lr: 2.000e-04, eta: 3:37:51, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9477, loss_cls: 0.6626, loss: 0.6626, grad_norm: 5.2939 2021-06-18 14:05:18,818 - mmaction - INFO - Epoch [89][340/1879] lr: 2.000e-04, eta: 3:37:39, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9457, loss_cls: 0.6894, loss: 0.6894, grad_norm: 5.2839 2021-06-18 14:05:29,945 - mmaction - INFO - Epoch [89][360/1879] lr: 2.000e-04, eta: 3:37:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9508, loss_cls: 0.6624, loss: 0.6624, grad_norm: 5.2053 2021-06-18 14:05:41,112 - mmaction - INFO - Epoch [89][380/1879] lr: 2.000e-04, eta: 3:37:16, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9395, loss_cls: 0.6704, loss: 0.6704, grad_norm: 5.1921 2021-06-18 14:05:52,248 - mmaction - INFO - Epoch [89][400/1879] lr: 2.000e-04, eta: 3:37:04, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6669, loss: 0.6669, grad_norm: 5.1420 2021-06-18 14:06:03,409 - mmaction - INFO - Epoch [89][420/1879] lr: 2.000e-04, eta: 3:36:52, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9336, loss_cls: 0.7309, loss: 0.7309, grad_norm: 5.1894 2021-06-18 14:06:14,558 - mmaction - INFO - Epoch [89][440/1879] lr: 2.000e-04, eta: 3:36:40, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9410, loss_cls: 0.7142, loss: 0.7142, grad_norm: 5.4138 2021-06-18 14:06:25,718 - mmaction - INFO - Epoch [89][460/1879] lr: 2.000e-04, eta: 3:36:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9496, loss_cls: 0.6507, loss: 0.6507, grad_norm: 5.2436 2021-06-18 14:06:36,880 - mmaction - INFO - Epoch [89][480/1879] lr: 2.000e-04, eta: 3:36:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9531, loss_cls: 0.6655, loss: 0.6655, grad_norm: 5.3022 2021-06-18 14:06:48,031 - mmaction - INFO - Epoch [89][500/1879] lr: 2.000e-04, eta: 3:36:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9426, loss_cls: 0.7175, loss: 0.7175, grad_norm: 5.4483 2021-06-18 14:06:59,182 - mmaction - INFO - Epoch [89][520/1879] lr: 2.000e-04, eta: 3:35:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9445, loss_cls: 0.7017, loss: 0.7017, grad_norm: 5.3886 2021-06-18 14:07:10,305 - mmaction - INFO - Epoch [89][540/1879] lr: 2.000e-04, eta: 3:35:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9434, loss_cls: 0.6692, loss: 0.6692, grad_norm: 5.1439 2021-06-18 14:07:21,442 - mmaction - INFO - Epoch [89][560/1879] lr: 2.000e-04, eta: 3:35:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9418, loss_cls: 0.7019, loss: 0.7019, grad_norm: 5.4551 2021-06-18 14:07:32,587 - mmaction - INFO - Epoch [89][580/1879] lr: 2.000e-04, eta: 3:35:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9375, loss_cls: 0.6993, loss: 0.6993, grad_norm: 5.2872 2021-06-18 14:07:43,718 - mmaction - INFO - Epoch [89][600/1879] lr: 2.000e-04, eta: 3:35:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9406, loss_cls: 0.7081, loss: 0.7081, grad_norm: 5.3309 2021-06-18 14:07:54,872 - mmaction - INFO - Epoch [89][620/1879] lr: 2.000e-04, eta: 3:34:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9477, loss_cls: 0.6762, loss: 0.6762, grad_norm: 5.3482 2021-06-18 14:08:06,032 - mmaction - INFO - Epoch [89][640/1879] lr: 2.000e-04, eta: 3:34:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9504, loss_cls: 0.6609, loss: 0.6609, grad_norm: 5.1812 2021-06-18 14:08:17,170 - mmaction - INFO - Epoch [89][660/1879] lr: 2.000e-04, eta: 3:34:30, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9434, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.1175 2021-06-18 14:08:28,337 - mmaction - INFO - Epoch [89][680/1879] lr: 2.000e-04, eta: 3:34:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9457, loss_cls: 0.6919, loss: 0.6919, grad_norm: 5.2207 2021-06-18 14:08:39,491 - mmaction - INFO - Epoch [89][700/1879] lr: 2.000e-04, eta: 3:34:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9473, loss_cls: 0.6754, loss: 0.6754, grad_norm: 5.1743 2021-06-18 14:08:50,654 - mmaction - INFO - Epoch [89][720/1879] lr: 2.000e-04, eta: 3:33:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9500, loss_cls: 0.6514, loss: 0.6514, grad_norm: 5.1509 2021-06-18 14:09:01,807 - mmaction - INFO - Epoch [89][740/1879] lr: 2.000e-04, eta: 3:33:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6797, loss: 0.6797, grad_norm: 5.2739 2021-06-18 14:09:12,976 - mmaction - INFO - Epoch [89][760/1879] lr: 2.000e-04, eta: 3:33:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9434, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.2408 2021-06-18 14:09:24,118 - mmaction - INFO - Epoch [89][780/1879] lr: 2.000e-04, eta: 3:33:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9449, loss_cls: 0.6962, loss: 0.6962, grad_norm: 5.2431 2021-06-18 14:09:35,273 - mmaction - INFO - Epoch [89][800/1879] lr: 2.000e-04, eta: 3:33:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9457, loss_cls: 0.6837, loss: 0.6837, grad_norm: 5.2185 2021-06-18 14:09:46,415 - mmaction - INFO - Epoch [89][820/1879] lr: 2.000e-04, eta: 3:32:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9437, loss_cls: 0.6465, loss: 0.6465, grad_norm: 5.0696 2021-06-18 14:09:57,565 - mmaction - INFO - Epoch [89][840/1879] lr: 2.000e-04, eta: 3:32:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9477, loss_cls: 0.6780, loss: 0.6780, grad_norm: 5.2864 2021-06-18 14:10:08,699 - mmaction - INFO - Epoch [89][860/1879] lr: 2.000e-04, eta: 3:32:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9418, loss_cls: 0.6995, loss: 0.6995, grad_norm: 5.3231 2021-06-18 14:10:19,845 - mmaction - INFO - Epoch [89][880/1879] lr: 2.000e-04, eta: 3:32:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9516, loss_cls: 0.6768, loss: 0.6768, grad_norm: 5.3371 2021-06-18 14:10:30,990 - mmaction - INFO - Epoch [89][900/1879] lr: 2.000e-04, eta: 3:32:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9410, loss_cls: 0.7300, loss: 0.7300, grad_norm: 5.4598 2021-06-18 14:10:42,156 - mmaction - INFO - Epoch [89][920/1879] lr: 2.000e-04, eta: 3:31:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8434, top5_acc: 0.9461, loss_cls: 0.6443, loss: 0.6443, grad_norm: 5.0403 2021-06-18 14:10:53,325 - mmaction - INFO - Epoch [89][940/1879] lr: 2.000e-04, eta: 3:31:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9453, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.3525 2021-06-18 14:11:04,470 - mmaction - INFO - Epoch [89][960/1879] lr: 2.000e-04, eta: 3:31:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9520, loss_cls: 0.6503, loss: 0.6503, grad_norm: 5.2054 2021-06-18 14:11:15,611 - mmaction - INFO - Epoch [89][980/1879] lr: 2.000e-04, eta: 3:31:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9508, loss_cls: 0.6605, loss: 0.6605, grad_norm: 5.2649 2021-06-18 14:11:26,743 - mmaction - INFO - Epoch [89][1000/1879] lr: 2.000e-04, eta: 3:31:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9531, loss_cls: 0.6798, loss: 0.6798, grad_norm: 5.3219 2021-06-18 14:11:37,891 - mmaction - INFO - Epoch [89][1020/1879] lr: 2.000e-04, eta: 3:30:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9449, loss_cls: 0.7117, loss: 0.7117, grad_norm: 5.4425 2021-06-18 14:11:49,047 - mmaction - INFO - Epoch [89][1040/1879] lr: 2.000e-04, eta: 3:30:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.6865, loss: 0.6865, grad_norm: 5.2398 2021-06-18 14:12:00,208 - mmaction - INFO - Epoch [89][1060/1879] lr: 2.000e-04, eta: 3:30:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9359, loss_cls: 0.7368, loss: 0.7368, grad_norm: 5.4059 2021-06-18 14:12:11,353 - mmaction - INFO - Epoch [89][1080/1879] lr: 2.000e-04, eta: 3:30:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9437, loss_cls: 0.6933, loss: 0.6933, grad_norm: 5.2552 2021-06-18 14:12:22,486 - mmaction - INFO - Epoch [89][1100/1879] lr: 2.000e-04, eta: 3:30:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9465, loss_cls: 0.6685, loss: 0.6685, grad_norm: 5.2126 2021-06-18 14:12:33,642 - mmaction - INFO - Epoch [89][1120/1879] lr: 2.000e-04, eta: 3:29:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9480, loss_cls: 0.6588, loss: 0.6588, grad_norm: 5.1803 2021-06-18 14:12:44,791 - mmaction - INFO - Epoch [89][1140/1879] lr: 2.000e-04, eta: 3:29:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9410, loss_cls: 0.7048, loss: 0.7048, grad_norm: 5.3483 2021-06-18 14:12:55,949 - mmaction - INFO - Epoch [89][1160/1879] lr: 2.000e-04, eta: 3:29:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8434, top5_acc: 0.9535, loss_cls: 0.6275, loss: 0.6275, grad_norm: 5.0720 2021-06-18 14:13:07,092 - mmaction - INFO - Epoch [89][1180/1879] lr: 2.000e-04, eta: 3:29:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8379, top5_acc: 0.9477, loss_cls: 0.6537, loss: 0.6537, grad_norm: 5.1912 2021-06-18 14:13:18,230 - mmaction - INFO - Epoch [89][1200/1879] lr: 2.000e-04, eta: 3:29:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9418, loss_cls: 0.7102, loss: 0.7102, grad_norm: 5.3828 2021-06-18 14:13:29,377 - mmaction - INFO - Epoch [89][1220/1879] lr: 2.000e-04, eta: 3:28:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9441, loss_cls: 0.6855, loss: 0.6855, grad_norm: 5.3346 2021-06-18 14:13:40,541 - mmaction - INFO - Epoch [89][1240/1879] lr: 2.000e-04, eta: 3:28:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9387, loss_cls: 0.7153, loss: 0.7153, grad_norm: 5.3231 2021-06-18 14:13:51,713 - mmaction - INFO - Epoch [89][1260/1879] lr: 2.000e-04, eta: 3:28:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9484, loss_cls: 0.6656, loss: 0.6656, grad_norm: 5.2852 2021-06-18 14:14:02,866 - mmaction - INFO - Epoch [89][1280/1879] lr: 2.000e-04, eta: 3:28:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9445, loss_cls: 0.6758, loss: 0.6758, grad_norm: 5.2442 2021-06-18 14:14:14,036 - mmaction - INFO - Epoch [89][1300/1879] lr: 2.000e-04, eta: 3:28:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9492, loss_cls: 0.6525, loss: 0.6525, grad_norm: 5.1258 2021-06-18 14:14:25,196 - mmaction - INFO - Epoch [89][1320/1879] lr: 2.000e-04, eta: 3:27:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9375, loss_cls: 0.7401, loss: 0.7401, grad_norm: 5.4020 2021-06-18 14:14:36,353 - mmaction - INFO - Epoch [89][1340/1879] lr: 2.000e-04, eta: 3:27:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9383, loss_cls: 0.6827, loss: 0.6827, grad_norm: 5.1882 2021-06-18 14:14:47,503 - mmaction - INFO - Epoch [89][1360/1879] lr: 2.000e-04, eta: 3:27:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9414, loss_cls: 0.6938, loss: 0.6938, grad_norm: 5.1699 2021-06-18 14:14:58,639 - mmaction - INFO - Epoch [89][1380/1879] lr: 2.000e-04, eta: 3:27:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9406, loss_cls: 0.6652, loss: 0.6652, grad_norm: 5.1403 2021-06-18 14:15:09,794 - mmaction - INFO - Epoch [89][1400/1879] lr: 2.000e-04, eta: 3:27:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9465, loss_cls: 0.6864, loss: 0.6864, grad_norm: 5.1748 2021-06-18 14:15:20,929 - mmaction - INFO - Epoch [89][1420/1879] lr: 2.000e-04, eta: 3:27:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9508, loss_cls: 0.6594, loss: 0.6594, grad_norm: 5.2341 2021-06-18 14:15:32,084 - mmaction - INFO - Epoch [89][1440/1879] lr: 2.000e-04, eta: 3:26:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9453, loss_cls: 0.6639, loss: 0.6639, grad_norm: 5.2411 2021-06-18 14:15:43,233 - mmaction - INFO - Epoch [89][1460/1879] lr: 2.000e-04, eta: 3:26:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9496, loss_cls: 0.6886, loss: 0.6886, grad_norm: 5.4300 2021-06-18 14:15:54,375 - mmaction - INFO - Epoch [89][1480/1879] lr: 2.000e-04, eta: 3:26:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9500, loss_cls: 0.6453, loss: 0.6453, grad_norm: 5.1040 2021-06-18 14:16:05,535 - mmaction - INFO - Epoch [89][1500/1879] lr: 2.000e-04, eta: 3:26:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9453, loss_cls: 0.6875, loss: 0.6875, grad_norm: 5.2911 2021-06-18 14:16:16,670 - mmaction - INFO - Epoch [89][1520/1879] lr: 2.000e-04, eta: 3:26:01, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9406, loss_cls: 0.7047, loss: 0.7047, grad_norm: 5.2400 2021-06-18 14:16:27,832 - mmaction - INFO - Epoch [89][1540/1879] lr: 2.000e-04, eta: 3:25:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9512, loss_cls: 0.6728, loss: 0.6728, grad_norm: 5.2852 2021-06-18 14:16:38,985 - mmaction - INFO - Epoch [89][1560/1879] lr: 2.000e-04, eta: 3:25:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9480, loss_cls: 0.6560, loss: 0.6560, grad_norm: 5.0664 2021-06-18 14:16:50,143 - mmaction - INFO - Epoch [89][1580/1879] lr: 2.000e-04, eta: 3:25:26, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9418, loss_cls: 0.6988, loss: 0.6988, grad_norm: 5.2669 2021-06-18 14:17:01,318 - mmaction - INFO - Epoch [89][1600/1879] lr: 2.000e-04, eta: 3:25:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9453, loss_cls: 0.6643, loss: 0.6643, grad_norm: 5.2293 2021-06-18 14:17:12,474 - mmaction - INFO - Epoch [89][1620/1879] lr: 2.000e-04, eta: 3:25:02, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9414, loss_cls: 0.6937, loss: 0.6937, grad_norm: 5.1647 2021-06-18 14:17:23,600 - mmaction - INFO - Epoch [89][1640/1879] lr: 2.000e-04, eta: 3:24:50, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9461, loss_cls: 0.6937, loss: 0.6937, grad_norm: 5.3516 2021-06-18 14:17:34,743 - mmaction - INFO - Epoch [89][1660/1879] lr: 2.000e-04, eta: 3:24:38, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9496, loss_cls: 0.6578, loss: 0.6578, grad_norm: 5.1407 2021-06-18 14:17:45,890 - mmaction - INFO - Epoch [89][1680/1879] lr: 2.000e-04, eta: 3:24:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9484, loss_cls: 0.6689, loss: 0.6689, grad_norm: 5.2654 2021-06-18 14:17:57,047 - mmaction - INFO - Epoch [89][1700/1879] lr: 2.000e-04, eta: 3:24:15, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9496, loss_cls: 0.6322, loss: 0.6322, grad_norm: 5.0566 2021-06-18 14:18:08,198 - mmaction - INFO - Epoch [89][1720/1879] lr: 2.000e-04, eta: 3:24:03, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9523, loss_cls: 0.6591, loss: 0.6591, grad_norm: 5.2254 2021-06-18 14:18:19,343 - mmaction - INFO - Epoch [89][1740/1879] lr: 2.000e-04, eta: 3:23:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9520, loss_cls: 0.6737, loss: 0.6737, grad_norm: 5.2529 2021-06-18 14:18:30,499 - mmaction - INFO - Epoch [89][1760/1879] lr: 2.000e-04, eta: 3:23:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9387, loss_cls: 0.6798, loss: 0.6798, grad_norm: 5.2597 2021-06-18 14:18:41,645 - mmaction - INFO - Epoch [89][1780/1879] lr: 2.000e-04, eta: 3:23:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9461, loss_cls: 0.6634, loss: 0.6634, grad_norm: 5.2335 2021-06-18 14:18:52,798 - mmaction - INFO - Epoch [89][1800/1879] lr: 2.000e-04, eta: 3:23:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9465, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.3359 2021-06-18 14:19:03,963 - mmaction - INFO - Epoch [89][1820/1879] lr: 2.000e-04, eta: 3:23:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9465, loss_cls: 0.6776, loss: 0.6776, grad_norm: 5.2068 2021-06-18 14:19:15,134 - mmaction - INFO - Epoch [89][1840/1879] lr: 2.000e-04, eta: 3:22:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8387, top5_acc: 0.9535, loss_cls: 0.6251, loss: 0.6251, grad_norm: 5.1709 2021-06-18 14:19:26,286 - mmaction - INFO - Epoch [89][1860/1879] lr: 2.000e-04, eta: 3:22:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9391, loss_cls: 0.6933, loss: 0.6933, grad_norm: 5.3113 2021-06-18 14:21:09,915 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 14:21:10,801 - mmaction - INFO - top1_acc 0.7160 top5_acc 0.8992 2021-06-18 14:21:10,801 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 14:21:10,836 - mmaction - INFO - mean_acc 0.7159 2021-06-18 14:21:10,846 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-06-18 14:21:11,820 - mmaction - INFO - Epoch(val) [89][104] top1_acc: 0.7160, top5_acc: 0.8992, mean_class_accuracy: 0.7159 2021-06-18 14:22:25,216 - mmaction - INFO - Epoch [90][20/1879] lr: 2.000e-04, eta: 3:22:23, time: 3.669, data_time: 3.108, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9406, loss_cls: 0.7084, loss: 0.7084, grad_norm: 5.4402 2021-06-18 14:22:36,356 - mmaction - INFO - Epoch [90][40/1879] lr: 2.000e-04, eta: 3:22:11, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9496, loss_cls: 0.6526, loss: 0.6526, grad_norm: 5.1090 2021-06-18 14:22:47,473 - mmaction - INFO - Epoch [90][60/1879] lr: 2.000e-04, eta: 3:21:59, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9484, loss_cls: 0.6499, loss: 0.6499, grad_norm: 5.2413 2021-06-18 14:22:58,587 - mmaction - INFO - Epoch [90][80/1879] lr: 2.000e-04, eta: 3:21:48, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9398, loss_cls: 0.7168, loss: 0.7168, grad_norm: 5.3456 2021-06-18 14:23:09,666 - mmaction - INFO - Epoch [90][100/1879] lr: 2.000e-04, eta: 3:21:36, time: 0.554, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9543, loss_cls: 0.6300, loss: 0.6300, grad_norm: 5.1089 2021-06-18 14:23:20,798 - mmaction - INFO - Epoch [90][120/1879] lr: 2.000e-04, eta: 3:21:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9430, loss_cls: 0.6758, loss: 0.6758, grad_norm: 5.1977 2021-06-18 14:23:31,935 - mmaction - INFO - Epoch [90][140/1879] lr: 2.000e-04, eta: 3:21:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9422, loss_cls: 0.7146, loss: 0.7146, grad_norm: 5.4206 2021-06-18 14:23:43,104 - mmaction - INFO - Epoch [90][160/1879] lr: 2.000e-04, eta: 3:21:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9488, loss_cls: 0.6583, loss: 0.6583, grad_norm: 5.1587 2021-06-18 14:23:54,246 - mmaction - INFO - Epoch [90][180/1879] lr: 2.000e-04, eta: 3:20:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9496, loss_cls: 0.6573, loss: 0.6573, grad_norm: 5.1725 2021-06-18 14:24:05,382 - mmaction - INFO - Epoch [90][200/1879] lr: 2.000e-04, eta: 3:20:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9344, loss_cls: 0.7232, loss: 0.7232, grad_norm: 5.4541 2021-06-18 14:24:16,526 - mmaction - INFO - Epoch [90][220/1879] lr: 2.000e-04, eta: 3:20:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9441, loss_cls: 0.6780, loss: 0.6780, grad_norm: 5.1675 2021-06-18 14:24:27,656 - mmaction - INFO - Epoch [90][240/1879] lr: 2.000e-04, eta: 3:20:13, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9410, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.2851 2021-06-18 14:24:38,794 - mmaction - INFO - Epoch [90][260/1879] lr: 2.000e-04, eta: 3:20:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9441, loss_cls: 0.6735, loss: 0.6735, grad_norm: 5.1830 2021-06-18 14:24:49,927 - mmaction - INFO - Epoch [90][280/1879] lr: 2.000e-04, eta: 3:19:49, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9437, loss_cls: 0.6880, loss: 0.6880, grad_norm: 5.2408 2021-06-18 14:25:01,073 - mmaction - INFO - Epoch [90][300/1879] lr: 2.000e-04, eta: 3:19:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6782, loss: 0.6782, grad_norm: 5.2435 2021-06-18 14:25:12,346 - mmaction - INFO - Epoch [90][320/1879] lr: 2.000e-04, eta: 3:19:26, time: 0.563, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9367, loss_cls: 0.7229, loss: 0.7229, grad_norm: 5.3792 2021-06-18 14:25:23,480 - mmaction - INFO - Epoch [90][340/1879] lr: 2.000e-04, eta: 3:19:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9473, loss_cls: 0.7047, loss: 0.7047, grad_norm: 5.3900 2021-06-18 14:25:34,625 - mmaction - INFO - Epoch [90][360/1879] lr: 2.000e-04, eta: 3:19:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9504, loss_cls: 0.6705, loss: 0.6705, grad_norm: 5.1466 2021-06-18 14:25:45,777 - mmaction - INFO - Epoch [90][380/1879] lr: 2.000e-04, eta: 3:18:50, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9594, loss_cls: 0.6119, loss: 0.6119, grad_norm: 5.2103 2021-06-18 14:25:56,908 - mmaction - INFO - Epoch [90][400/1879] lr: 2.000e-04, eta: 3:18:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9379, loss_cls: 0.7258, loss: 0.7258, grad_norm: 5.3520 2021-06-18 14:26:08,056 - mmaction - INFO - Epoch [90][420/1879] lr: 2.000e-04, eta: 3:18:26, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9504, loss_cls: 0.6257, loss: 0.6257, grad_norm: 5.1247 2021-06-18 14:26:19,211 - mmaction - INFO - Epoch [90][440/1879] lr: 2.000e-04, eta: 3:18:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9492, loss_cls: 0.6367, loss: 0.6367, grad_norm: 5.1307 2021-06-18 14:26:30,335 - mmaction - INFO - Epoch [90][460/1879] lr: 2.000e-04, eta: 3:18:03, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9512, loss_cls: 0.6597, loss: 0.6597, grad_norm: 5.3471 2021-06-18 14:26:41,467 - mmaction - INFO - Epoch [90][480/1879] lr: 2.000e-04, eta: 3:17:51, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9406, loss_cls: 0.7259, loss: 0.7259, grad_norm: 5.5035 2021-06-18 14:26:52,605 - mmaction - INFO - Epoch [90][500/1879] lr: 2.000e-04, eta: 3:17:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9504, loss_cls: 0.6492, loss: 0.6492, grad_norm: 5.0701 2021-06-18 14:27:03,746 - mmaction - INFO - Epoch [90][520/1879] lr: 2.000e-04, eta: 3:17:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7082, loss: 0.7082, grad_norm: 5.4140 2021-06-18 14:27:14,873 - mmaction - INFO - Epoch [90][540/1879] lr: 2.000e-04, eta: 3:17:15, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9371, loss_cls: 0.7500, loss: 0.7500, grad_norm: 5.4556 2021-06-18 14:27:26,023 - mmaction - INFO - Epoch [90][560/1879] lr: 2.000e-04, eta: 3:17:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9379, loss_cls: 0.7026, loss: 0.7026, grad_norm: 5.2656 2021-06-18 14:27:37,169 - mmaction - INFO - Epoch [90][580/1879] lr: 2.000e-04, eta: 3:16:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9504, loss_cls: 0.6553, loss: 0.6553, grad_norm: 5.1951 2021-06-18 14:27:48,321 - mmaction - INFO - Epoch [90][600/1879] lr: 2.000e-04, eta: 3:16:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9426, loss_cls: 0.7060, loss: 0.7060, grad_norm: 5.2890 2021-06-18 14:27:59,456 - mmaction - INFO - Epoch [90][620/1879] lr: 2.000e-04, eta: 3:16:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9461, loss_cls: 0.6618, loss: 0.6618, grad_norm: 5.2320 2021-06-18 14:28:10,609 - mmaction - INFO - Epoch [90][640/1879] lr: 2.000e-04, eta: 3:16:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9480, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.3483 2021-06-18 14:28:21,753 - mmaction - INFO - Epoch [90][660/1879] lr: 2.000e-04, eta: 3:16:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8395, top5_acc: 0.9527, loss_cls: 0.6226, loss: 0.6226, grad_norm: 5.1473 2021-06-18 14:28:32,890 - mmaction - INFO - Epoch [90][680/1879] lr: 2.000e-04, eta: 3:15:53, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9453, loss_cls: 0.6839, loss: 0.6839, grad_norm: 5.2645 2021-06-18 14:28:44,027 - mmaction - INFO - Epoch [90][700/1879] lr: 2.000e-04, eta: 3:15:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9449, loss_cls: 0.6534, loss: 0.6534, grad_norm: 5.1662 2021-06-18 14:28:55,170 - mmaction - INFO - Epoch [90][720/1879] lr: 2.000e-04, eta: 3:15:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9422, loss_cls: 0.6614, loss: 0.6614, grad_norm: 5.1789 2021-06-18 14:29:06,324 - mmaction - INFO - Epoch [90][740/1879] lr: 2.000e-04, eta: 3:15:17, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9414, loss_cls: 0.6826, loss: 0.6826, grad_norm: 5.2225 2021-06-18 14:29:17,470 - mmaction - INFO - Epoch [90][760/1879] lr: 2.000e-04, eta: 3:15:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9535, loss_cls: 0.6568, loss: 0.6568, grad_norm: 5.2120 2021-06-18 14:29:28,612 - mmaction - INFO - Epoch [90][780/1879] lr: 2.000e-04, eta: 3:14:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9488, loss_cls: 0.6665, loss: 0.6665, grad_norm: 5.3328 2021-06-18 14:29:39,758 - mmaction - INFO - Epoch [90][800/1879] lr: 2.000e-04, eta: 3:14:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8449, top5_acc: 0.9508, loss_cls: 0.6288, loss: 0.6288, grad_norm: 5.1124 2021-06-18 14:29:50,912 - mmaction - INFO - Epoch [90][820/1879] lr: 2.000e-04, eta: 3:14:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9500, loss_cls: 0.6409, loss: 0.6409, grad_norm: 5.2179 2021-06-18 14:30:02,071 - mmaction - INFO - Epoch [90][840/1879] lr: 2.000e-04, eta: 3:14:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9445, loss_cls: 0.6955, loss: 0.6955, grad_norm: 5.2563 2021-06-18 14:30:13,222 - mmaction - INFO - Epoch [90][860/1879] lr: 2.000e-04, eta: 3:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9414, loss_cls: 0.6790, loss: 0.6790, grad_norm: 5.2306 2021-06-18 14:30:24,363 - mmaction - INFO - Epoch [90][880/1879] lr: 2.000e-04, eta: 3:13:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9441, loss_cls: 0.6904, loss: 0.6904, grad_norm: 5.3179 2021-06-18 14:30:35,497 - mmaction - INFO - Epoch [90][900/1879] lr: 2.000e-04, eta: 3:13:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9555, loss_cls: 0.6326, loss: 0.6326, grad_norm: 5.2702 2021-06-18 14:30:46,637 - mmaction - INFO - Epoch [90][920/1879] lr: 2.000e-04, eta: 3:13:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9461, loss_cls: 0.6504, loss: 0.6504, grad_norm: 5.1162 2021-06-18 14:30:57,802 - mmaction - INFO - Epoch [90][940/1879] lr: 2.000e-04, eta: 3:13:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9402, loss_cls: 0.7024, loss: 0.7024, grad_norm: 5.3544 2021-06-18 14:31:08,959 - mmaction - INFO - Epoch [90][960/1879] lr: 2.000e-04, eta: 3:13:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9414, loss_cls: 0.6714, loss: 0.6714, grad_norm: 5.3126 2021-06-18 14:31:20,098 - mmaction - INFO - Epoch [90][980/1879] lr: 2.000e-04, eta: 3:12:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9469, loss_cls: 0.6645, loss: 0.6645, grad_norm: 5.1962 2021-06-18 14:31:31,236 - mmaction - INFO - Epoch [90][1000/1879] lr: 2.000e-04, eta: 3:12:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9480, loss_cls: 0.6625, loss: 0.6625, grad_norm: 5.2788 2021-06-18 14:31:42,388 - mmaction - INFO - Epoch [90][1020/1879] lr: 2.000e-04, eta: 3:12:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9387, loss_cls: 0.7355, loss: 0.7355, grad_norm: 5.3988 2021-06-18 14:31:53,540 - mmaction - INFO - Epoch [90][1040/1879] lr: 2.000e-04, eta: 3:12:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7180, loss: 0.7180, grad_norm: 5.3815 2021-06-18 14:32:04,680 - mmaction - INFO - Epoch [90][1060/1879] lr: 2.000e-04, eta: 3:12:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9449, loss_cls: 0.6919, loss: 0.6919, grad_norm: 5.2577 2021-06-18 14:32:15,852 - mmaction - INFO - Epoch [90][1080/1879] lr: 2.000e-04, eta: 3:11:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9363, loss_cls: 0.7199, loss: 0.7199, grad_norm: 5.2936 2021-06-18 14:32:27,015 - mmaction - INFO - Epoch [90][1100/1879] lr: 2.000e-04, eta: 3:11:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9449, loss_cls: 0.6929, loss: 0.6929, grad_norm: 5.3947 2021-06-18 14:32:38,168 - mmaction - INFO - Epoch [90][1120/1879] lr: 2.000e-04, eta: 3:11:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9445, loss_cls: 0.6732, loss: 0.6732, grad_norm: 5.3638 2021-06-18 14:32:49,326 - mmaction - INFO - Epoch [90][1140/1879] lr: 2.000e-04, eta: 3:11:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9492, loss_cls: 0.6877, loss: 0.6877, grad_norm: 5.3294 2021-06-18 14:33:00,491 - mmaction - INFO - Epoch [90][1160/1879] lr: 2.000e-04, eta: 3:11:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9441, loss_cls: 0.6647, loss: 0.6647, grad_norm: 5.2484 2021-06-18 14:33:11,658 - mmaction - INFO - Epoch [90][1180/1879] lr: 2.000e-04, eta: 3:10:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9465, loss_cls: 0.6719, loss: 0.6719, grad_norm: 5.2860 2021-06-18 14:33:22,796 - mmaction - INFO - Epoch [90][1200/1879] lr: 2.000e-04, eta: 3:10:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9410, loss_cls: 0.6910, loss: 0.6910, grad_norm: 5.3746 2021-06-18 14:33:33,920 - mmaction - INFO - Epoch [90][1220/1879] lr: 2.000e-04, eta: 3:10:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9473, loss_cls: 0.6990, loss: 0.6990, grad_norm: 5.4131 2021-06-18 14:33:45,071 - mmaction - INFO - Epoch [90][1240/1879] lr: 2.000e-04, eta: 3:10:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.3283 2021-06-18 14:33:56,204 - mmaction - INFO - Epoch [90][1260/1879] lr: 2.000e-04, eta: 3:10:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9359, loss_cls: 0.7293, loss: 0.7293, grad_norm: 5.4860 2021-06-18 14:34:07,345 - mmaction - INFO - Epoch [90][1280/1879] lr: 2.000e-04, eta: 3:09:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9465, loss_cls: 0.6880, loss: 0.6880, grad_norm: 5.1696 2021-06-18 14:34:18,470 - mmaction - INFO - Epoch [90][1300/1879] lr: 2.000e-04, eta: 3:09:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9504, loss_cls: 0.6545, loss: 0.6545, grad_norm: 5.2901 2021-06-18 14:34:29,619 - mmaction - INFO - Epoch [90][1320/1879] lr: 2.000e-04, eta: 3:09:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9395, loss_cls: 0.7063, loss: 0.7063, grad_norm: 5.4445 2021-06-18 14:34:40,771 - mmaction - INFO - Epoch [90][1340/1879] lr: 2.000e-04, eta: 3:09:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9465, loss_cls: 0.6902, loss: 0.6902, grad_norm: 5.2980 2021-06-18 14:34:51,930 - mmaction - INFO - Epoch [90][1360/1879] lr: 2.000e-04, eta: 3:09:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9414, loss_cls: 0.7193, loss: 0.7193, grad_norm: 5.3853 2021-06-18 14:35:03,111 - mmaction - INFO - Epoch [90][1380/1879] lr: 2.000e-04, eta: 3:08:59, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9398, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.3384 2021-06-18 14:35:14,244 - mmaction - INFO - Epoch [90][1400/1879] lr: 2.000e-04, eta: 3:08:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6857, loss: 0.6857, grad_norm: 5.4243 2021-06-18 14:35:25,402 - mmaction - INFO - Epoch [90][1420/1879] lr: 2.000e-04, eta: 3:08:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9457, loss_cls: 0.6682, loss: 0.6682, grad_norm: 5.1938 2021-06-18 14:35:36,545 - mmaction - INFO - Epoch [90][1440/1879] lr: 2.000e-04, eta: 3:08:23, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9488, loss_cls: 0.6776, loss: 0.6776, grad_norm: 5.3450 2021-06-18 14:35:47,718 - mmaction - INFO - Epoch [90][1460/1879] lr: 2.000e-04, eta: 3:08:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9430, loss_cls: 0.7148, loss: 0.7148, grad_norm: 5.5320 2021-06-18 14:35:58,848 - mmaction - INFO - Epoch [90][1480/1879] lr: 2.000e-04, eta: 3:07:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9387, loss_cls: 0.7173, loss: 0.7173, grad_norm: 5.4915 2021-06-18 14:36:09,992 - mmaction - INFO - Epoch [90][1500/1879] lr: 2.000e-04, eta: 3:07:48, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9359, loss_cls: 0.6986, loss: 0.6986, grad_norm: 5.3199 2021-06-18 14:36:21,107 - mmaction - INFO - Epoch [90][1520/1879] lr: 2.000e-04, eta: 3:07:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8457, top5_acc: 0.9566, loss_cls: 0.5879, loss: 0.5879, grad_norm: 4.9659 2021-06-18 14:36:32,260 - mmaction - INFO - Epoch [90][1540/1879] lr: 2.000e-04, eta: 3:07:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9473, loss_cls: 0.6559, loss: 0.6559, grad_norm: 5.0954 2021-06-18 14:36:43,413 - mmaction - INFO - Epoch [90][1560/1879] lr: 2.000e-04, eta: 3:07:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9520, loss_cls: 0.6605, loss: 0.6605, grad_norm: 5.1351 2021-06-18 14:36:54,555 - mmaction - INFO - Epoch [90][1580/1879] lr: 2.000e-04, eta: 3:07:00, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9398, loss_cls: 0.7094, loss: 0.7094, grad_norm: 5.3848 2021-06-18 14:37:05,701 - mmaction - INFO - Epoch [90][1600/1879] lr: 2.000e-04, eta: 3:06:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9434, loss_cls: 0.6775, loss: 0.6775, grad_norm: 5.2127 2021-06-18 14:37:16,849 - mmaction - INFO - Epoch [90][1620/1879] lr: 2.000e-04, eta: 3:06:37, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9410, loss_cls: 0.6738, loss: 0.6738, grad_norm: 5.2937 2021-06-18 14:37:28,030 - mmaction - INFO - Epoch [90][1640/1879] lr: 2.000e-04, eta: 3:06:25, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9477, loss_cls: 0.6700, loss: 0.6700, grad_norm: 5.2109 2021-06-18 14:37:39,183 - mmaction - INFO - Epoch [90][1660/1879] lr: 2.000e-04, eta: 3:06:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9512, loss_cls: 0.6500, loss: 0.6500, grad_norm: 5.3406 2021-06-18 14:37:50,323 - mmaction - INFO - Epoch [90][1680/1879] lr: 2.000e-04, eta: 3:06:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9426, loss_cls: 0.6942, loss: 0.6942, grad_norm: 5.4362 2021-06-18 14:38:01,479 - mmaction - INFO - Epoch [90][1700/1879] lr: 2.000e-04, eta: 3:05:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9453, loss_cls: 0.6936, loss: 0.6936, grad_norm: 5.3743 2021-06-18 14:38:12,649 - mmaction - INFO - Epoch [90][1720/1879] lr: 2.000e-04, eta: 3:05:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9480, loss_cls: 0.6824, loss: 0.6824, grad_norm: 5.2177 2021-06-18 14:38:23,794 - mmaction - INFO - Epoch [90][1740/1879] lr: 2.000e-04, eta: 3:05:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9434, loss_cls: 0.6801, loss: 0.6801, grad_norm: 5.3050 2021-06-18 14:38:34,946 - mmaction - INFO - Epoch [90][1760/1879] lr: 2.000e-04, eta: 3:05:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9379, loss_cls: 0.7096, loss: 0.7096, grad_norm: 5.3012 2021-06-18 14:38:46,098 - mmaction - INFO - Epoch [90][1780/1879] lr: 2.000e-04, eta: 3:05:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9457, loss_cls: 0.6778, loss: 0.6778, grad_norm: 5.3386 2021-06-18 14:38:57,259 - mmaction - INFO - Epoch [90][1800/1879] lr: 2.000e-04, eta: 3:04:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9461, loss_cls: 0.6983, loss: 0.6983, grad_norm: 5.3102 2021-06-18 14:39:08,410 - mmaction - INFO - Epoch [90][1820/1879] lr: 2.000e-04, eta: 3:04:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9410, loss_cls: 0.6865, loss: 0.6865, grad_norm: 5.2345 2021-06-18 14:39:19,533 - mmaction - INFO - Epoch [90][1840/1879] lr: 2.000e-04, eta: 3:04:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.7992, top5_acc: 0.9328, loss_cls: 0.7523, loss: 0.7523, grad_norm: 5.5351 2021-06-18 14:39:30,676 - mmaction - INFO - Epoch [90][1860/1879] lr: 2.000e-04, eta: 3:04:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9453, loss_cls: 0.7063, loss: 0.7063, grad_norm: 5.4618 2021-06-18 14:41:16,184 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 14:41:17,059 - mmaction - INFO - top1_acc 0.7151 top5_acc 0.9000 2021-06-18 14:41:17,059 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 14:41:17,093 - mmaction - INFO - mean_acc 0.7150 2021-06-18 14:41:17,101 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-06-18 14:41:17,853 - mmaction - INFO - Epoch(val) [90][104] top1_acc: 0.7151, top5_acc: 0.9000, mean_class_accuracy: 0.7150 2021-06-18 14:42:32,173 - mmaction - INFO - Epoch [91][20/1879] lr: 2.000e-04, eta: 3:03:58, time: 3.715, data_time: 3.152, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9395, loss_cls: 0.7069, loss: 0.7069, grad_norm: 5.3840 2021-06-18 14:42:43,326 - mmaction - INFO - Epoch [91][40/1879] lr: 2.000e-04, eta: 3:03:46, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.6892, loss: 0.6892, grad_norm: 5.2320 2021-06-18 14:42:54,442 - mmaction - INFO - Epoch [91][60/1879] lr: 2.000e-04, eta: 3:03:34, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9434, loss_cls: 0.6925, loss: 0.6925, grad_norm: 5.3115 2021-06-18 14:43:05,567 - mmaction - INFO - Epoch [91][80/1879] lr: 2.000e-04, eta: 3:03:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9520, loss_cls: 0.6457, loss: 0.6457, grad_norm: 5.1786 2021-06-18 14:43:16,689 - mmaction - INFO - Epoch [91][100/1879] lr: 2.000e-04, eta: 3:03:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9559, loss_cls: 0.6162, loss: 0.6162, grad_norm: 5.0948 2021-06-18 14:43:27,826 - mmaction - INFO - Epoch [91][120/1879] lr: 2.000e-04, eta: 3:02:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9520, loss_cls: 0.6402, loss: 0.6402, grad_norm: 5.1198 2021-06-18 14:43:38,983 - mmaction - INFO - Epoch [91][140/1879] lr: 2.000e-04, eta: 3:02:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9488, loss_cls: 0.6480, loss: 0.6480, grad_norm: 5.1849 2021-06-18 14:43:50,122 - mmaction - INFO - Epoch [91][160/1879] lr: 2.000e-04, eta: 3:02:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9449, loss_cls: 0.6779, loss: 0.6779, grad_norm: 5.1977 2021-06-18 14:44:01,248 - mmaction - INFO - Epoch [91][180/1879] lr: 2.000e-04, eta: 3:02:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9543, loss_cls: 0.6523, loss: 0.6523, grad_norm: 5.1943 2021-06-18 14:44:12,401 - mmaction - INFO - Epoch [91][200/1879] lr: 2.000e-04, eta: 3:02:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9418, loss_cls: 0.6790, loss: 0.6790, grad_norm: 5.2332 2021-06-18 14:44:23,517 - mmaction - INFO - Epoch [91][220/1879] lr: 2.000e-04, eta: 3:01:59, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9445, loss_cls: 0.6927, loss: 0.6927, grad_norm: 5.3621 2021-06-18 14:44:34,671 - mmaction - INFO - Epoch [91][240/1879] lr: 2.000e-04, eta: 3:01:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9449, loss_cls: 0.7063, loss: 0.7063, grad_norm: 5.3220 2021-06-18 14:44:45,801 - mmaction - INFO - Epoch [91][260/1879] lr: 2.000e-04, eta: 3:01:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9387, loss_cls: 0.7138, loss: 0.7138, grad_norm: 5.1628 2021-06-18 14:44:56,963 - mmaction - INFO - Epoch [91][280/1879] lr: 2.000e-04, eta: 3:01:24, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9477, loss_cls: 0.6532, loss: 0.6532, grad_norm: 5.2056 2021-06-18 14:45:08,151 - mmaction - INFO - Epoch [91][300/1879] lr: 2.000e-04, eta: 3:01:12, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9445, loss_cls: 0.6855, loss: 0.6855, grad_norm: 5.3890 2021-06-18 14:45:19,291 - mmaction - INFO - Epoch [91][320/1879] lr: 2.000e-04, eta: 3:01:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8488, top5_acc: 0.9516, loss_cls: 0.6004, loss: 0.6004, grad_norm: 4.9755 2021-06-18 14:45:30,458 - mmaction - INFO - Epoch [91][340/1879] lr: 2.000e-04, eta: 3:00:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9484, loss_cls: 0.6628, loss: 0.6628, grad_norm: 5.2159 2021-06-18 14:45:41,613 - mmaction - INFO - Epoch [91][360/1879] lr: 2.000e-04, eta: 3:00:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9449, loss_cls: 0.7018, loss: 0.7018, grad_norm: 5.5243 2021-06-18 14:45:52,734 - mmaction - INFO - Epoch [91][380/1879] lr: 2.000e-04, eta: 3:00:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9437, loss_cls: 0.6796, loss: 0.6796, grad_norm: 5.3452 2021-06-18 14:46:03,889 - mmaction - INFO - Epoch [91][400/1879] lr: 2.000e-04, eta: 3:00:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9434, loss_cls: 0.6908, loss: 0.6908, grad_norm: 5.2521 2021-06-18 14:46:15,041 - mmaction - INFO - Epoch [91][420/1879] lr: 2.000e-04, eta: 3:00:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9406, loss_cls: 0.6501, loss: 0.6501, grad_norm: 5.2304 2021-06-18 14:46:26,199 - mmaction - INFO - Epoch [91][440/1879] lr: 2.000e-04, eta: 2:59:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9422, loss_cls: 0.7107, loss: 0.7107, grad_norm: 5.4419 2021-06-18 14:46:37,357 - mmaction - INFO - Epoch [91][460/1879] lr: 2.000e-04, eta: 2:59:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9441, loss_cls: 0.6619, loss: 0.6619, grad_norm: 5.2623 2021-06-18 14:46:48,496 - mmaction - INFO - Epoch [91][480/1879] lr: 2.000e-04, eta: 2:59:25, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9551, loss_cls: 0.6144, loss: 0.6144, grad_norm: 5.1512 2021-06-18 14:46:59,655 - mmaction - INFO - Epoch [91][500/1879] lr: 2.000e-04, eta: 2:59:14, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9414, loss_cls: 0.7185, loss: 0.7185, grad_norm: 5.2591 2021-06-18 14:47:10,798 - mmaction - INFO - Epoch [91][520/1879] lr: 2.000e-04, eta: 2:59:02, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9406, loss_cls: 0.7129, loss: 0.7129, grad_norm: 5.5611 2021-06-18 14:47:21,917 - mmaction - INFO - Epoch [91][540/1879] lr: 2.000e-04, eta: 2:58:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9430, loss_cls: 0.6779, loss: 0.6779, grad_norm: 5.1998 2021-06-18 14:47:33,076 - mmaction - INFO - Epoch [91][560/1879] lr: 2.000e-04, eta: 2:58:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9512, loss_cls: 0.6498, loss: 0.6498, grad_norm: 5.1579 2021-06-18 14:47:44,238 - mmaction - INFO - Epoch [91][580/1879] lr: 2.000e-04, eta: 2:58:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9445, loss_cls: 0.6881, loss: 0.6881, grad_norm: 5.3085 2021-06-18 14:47:55,415 - mmaction - INFO - Epoch [91][600/1879] lr: 2.000e-04, eta: 2:58:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9520, loss_cls: 0.6290, loss: 0.6290, grad_norm: 5.1941 2021-06-18 14:48:06,563 - mmaction - INFO - Epoch [91][620/1879] lr: 2.000e-04, eta: 2:58:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9426, loss_cls: 0.6759, loss: 0.6759, grad_norm: 5.3239 2021-06-18 14:48:17,734 - mmaction - INFO - Epoch [91][640/1879] lr: 2.000e-04, eta: 2:57:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9437, loss_cls: 0.6883, loss: 0.6883, grad_norm: 5.3042 2021-06-18 14:48:28,903 - mmaction - INFO - Epoch [91][660/1879] lr: 2.000e-04, eta: 2:57:39, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9504, loss_cls: 0.6413, loss: 0.6413, grad_norm: 5.1160 2021-06-18 14:48:40,070 - mmaction - INFO - Epoch [91][680/1879] lr: 2.000e-04, eta: 2:57:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9422, loss_cls: 0.7245, loss: 0.7245, grad_norm: 5.4756 2021-06-18 14:48:51,212 - mmaction - INFO - Epoch [91][700/1879] lr: 2.000e-04, eta: 2:57:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9437, loss_cls: 0.6654, loss: 0.6654, grad_norm: 5.1342 2021-06-18 14:49:02,383 - mmaction - INFO - Epoch [91][720/1879] lr: 2.000e-04, eta: 2:57:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9414, loss_cls: 0.6954, loss: 0.6954, grad_norm: 5.3994 2021-06-18 14:49:13,491 - mmaction - INFO - Epoch [91][740/1879] lr: 2.000e-04, eta: 2:56:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8020, top5_acc: 0.9457, loss_cls: 0.7364, loss: 0.7364, grad_norm: 5.6062 2021-06-18 14:49:24,648 - mmaction - INFO - Epoch [91][760/1879] lr: 2.000e-04, eta: 2:56:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9449, loss_cls: 0.7152, loss: 0.7152, grad_norm: 5.4295 2021-06-18 14:49:35,811 - mmaction - INFO - Epoch [91][780/1879] lr: 2.000e-04, eta: 2:56:28, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9375, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.2109 2021-06-18 14:49:46,972 - mmaction - INFO - Epoch [91][800/1879] lr: 2.000e-04, eta: 2:56:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9418, loss_cls: 0.6860, loss: 0.6860, grad_norm: 5.2929 2021-06-18 14:49:58,117 - mmaction - INFO - Epoch [91][820/1879] lr: 2.000e-04, eta: 2:56:04, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9453, loss_cls: 0.6756, loss: 0.6756, grad_norm: 5.3349 2021-06-18 14:50:09,267 - mmaction - INFO - Epoch [91][840/1879] lr: 2.000e-04, eta: 2:55:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9520, loss_cls: 0.6550, loss: 0.6550, grad_norm: 5.1873 2021-06-18 14:50:20,448 - mmaction - INFO - Epoch [91][860/1879] lr: 2.000e-04, eta: 2:55:41, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9422, loss_cls: 0.6848, loss: 0.6848, grad_norm: 5.3382 2021-06-18 14:50:31,619 - mmaction - INFO - Epoch [91][880/1879] lr: 2.000e-04, eta: 2:55:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9492, loss_cls: 0.6374, loss: 0.6374, grad_norm: 5.2789 2021-06-18 14:50:42,757 - mmaction - INFO - Epoch [91][900/1879] lr: 2.000e-04, eta: 2:55:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9402, loss_cls: 0.6838, loss: 0.6838, grad_norm: 5.1830 2021-06-18 14:50:53,903 - mmaction - INFO - Epoch [91][920/1879] lr: 2.000e-04, eta: 2:55:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9445, loss_cls: 0.6638, loss: 0.6638, grad_norm: 5.2408 2021-06-18 14:51:05,049 - mmaction - INFO - Epoch [91][940/1879] lr: 2.000e-04, eta: 2:54:54, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9434, loss_cls: 0.6695, loss: 0.6695, grad_norm: 5.2890 2021-06-18 14:51:16,217 - mmaction - INFO - Epoch [91][960/1879] lr: 2.000e-04, eta: 2:54:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8438, top5_acc: 0.9453, loss_cls: 0.6383, loss: 0.6383, grad_norm: 5.1740 2021-06-18 14:51:27,379 - mmaction - INFO - Epoch [91][980/1879] lr: 2.000e-04, eta: 2:54:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9457, loss_cls: 0.6789, loss: 0.6789, grad_norm: 5.3288 2021-06-18 14:51:38,524 - mmaction - INFO - Epoch [91][1000/1879] lr: 2.000e-04, eta: 2:54:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9480, loss_cls: 0.6638, loss: 0.6638, grad_norm: 5.1816 2021-06-18 14:51:49,663 - mmaction - INFO - Epoch [91][1020/1879] lr: 2.000e-04, eta: 2:54:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9414, loss_cls: 0.6984, loss: 0.6984, grad_norm: 5.4203 2021-06-18 14:52:00,818 - mmaction - INFO - Epoch [91][1040/1879] lr: 2.000e-04, eta: 2:53:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9520, loss_cls: 0.6660, loss: 0.6660, grad_norm: 5.3323 2021-06-18 14:52:11,965 - mmaction - INFO - Epoch [91][1060/1879] lr: 2.000e-04, eta: 2:53:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9414, loss_cls: 0.7015, loss: 0.7015, grad_norm: 5.3487 2021-06-18 14:52:23,121 - mmaction - INFO - Epoch [91][1080/1879] lr: 2.000e-04, eta: 2:53:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9469, loss_cls: 0.6751, loss: 0.6751, grad_norm: 5.2735 2021-06-18 14:52:34,277 - mmaction - INFO - Epoch [91][1100/1879] lr: 2.000e-04, eta: 2:53:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9520, loss_cls: 0.6302, loss: 0.6302, grad_norm: 5.1167 2021-06-18 14:52:45,441 - mmaction - INFO - Epoch [91][1120/1879] lr: 2.000e-04, eta: 2:53:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9520, loss_cls: 0.6683, loss: 0.6683, grad_norm: 5.1767 2021-06-18 14:52:56,591 - mmaction - INFO - Epoch [91][1140/1879] lr: 2.000e-04, eta: 2:52:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9496, loss_cls: 0.6780, loss: 0.6780, grad_norm: 5.2239 2021-06-18 14:53:07,739 - mmaction - INFO - Epoch [91][1160/1879] lr: 2.000e-04, eta: 2:52:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9465, loss_cls: 0.6836, loss: 0.6836, grad_norm: 5.3581 2021-06-18 14:53:18,901 - mmaction - INFO - Epoch [91][1180/1879] lr: 2.000e-04, eta: 2:52:32, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9434, loss_cls: 0.6864, loss: 0.6864, grad_norm: 5.4389 2021-06-18 14:53:30,077 - mmaction - INFO - Epoch [91][1200/1879] lr: 2.000e-04, eta: 2:52:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9449, loss_cls: 0.7122, loss: 0.7122, grad_norm: 5.4535 2021-06-18 14:53:41,222 - mmaction - INFO - Epoch [91][1220/1879] lr: 2.000e-04, eta: 2:52:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9422, loss_cls: 0.6894, loss: 0.6894, grad_norm: 5.3540 2021-06-18 14:53:52,326 - mmaction - INFO - Epoch [91][1240/1879] lr: 2.000e-04, eta: 2:51:56, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9527, loss_cls: 0.6382, loss: 0.6382, grad_norm: 5.1180 2021-06-18 14:54:03,490 - mmaction - INFO - Epoch [91][1260/1879] lr: 2.000e-04, eta: 2:51:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9402, loss_cls: 0.7223, loss: 0.7223, grad_norm: 5.4923 2021-06-18 14:54:14,646 - mmaction - INFO - Epoch [91][1280/1879] lr: 2.000e-04, eta: 2:51:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9441, loss_cls: 0.6804, loss: 0.6804, grad_norm: 5.2597 2021-06-18 14:54:25,785 - mmaction - INFO - Epoch [91][1300/1879] lr: 2.000e-04, eta: 2:51:21, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6836, loss: 0.6836, grad_norm: 5.3319 2021-06-18 14:54:36,952 - mmaction - INFO - Epoch [91][1320/1879] lr: 2.000e-04, eta: 2:51:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9363, loss_cls: 0.7005, loss: 0.7005, grad_norm: 5.2293 2021-06-18 14:54:48,107 - mmaction - INFO - Epoch [91][1340/1879] lr: 2.000e-04, eta: 2:50:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9406, loss_cls: 0.6846, loss: 0.6846, grad_norm: 5.2491 2021-06-18 14:54:59,244 - mmaction - INFO - Epoch [91][1360/1879] lr: 2.000e-04, eta: 2:50:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9500, loss_cls: 0.6406, loss: 0.6406, grad_norm: 5.1203 2021-06-18 14:55:10,443 - mmaction - INFO - Epoch [91][1380/1879] lr: 2.000e-04, eta: 2:50:34, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9457, loss_cls: 0.6839, loss: 0.6839, grad_norm: 5.3345 2021-06-18 14:55:21,577 - mmaction - INFO - Epoch [91][1400/1879] lr: 2.000e-04, eta: 2:50:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9523, loss_cls: 0.6318, loss: 0.6318, grad_norm: 5.1134 2021-06-18 14:55:32,744 - mmaction - INFO - Epoch [91][1420/1879] lr: 2.000e-04, eta: 2:50:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9379, loss_cls: 0.7328, loss: 0.7328, grad_norm: 5.4831 2021-06-18 14:55:43,906 - mmaction - INFO - Epoch [91][1440/1879] lr: 2.000e-04, eta: 2:49:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9469, loss_cls: 0.6469, loss: 0.6469, grad_norm: 5.1954 2021-06-18 14:55:55,061 - mmaction - INFO - Epoch [91][1460/1879] lr: 2.000e-04, eta: 2:49:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9363, loss_cls: 0.7062, loss: 0.7062, grad_norm: 5.2822 2021-06-18 14:56:06,218 - mmaction - INFO - Epoch [91][1480/1879] lr: 2.000e-04, eta: 2:49:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9434, loss_cls: 0.7185, loss: 0.7185, grad_norm: 5.5368 2021-06-18 14:56:17,367 - mmaction - INFO - Epoch [91][1500/1879] lr: 2.000e-04, eta: 2:49:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9383, loss_cls: 0.7306, loss: 0.7306, grad_norm: 5.3735 2021-06-18 14:56:28,514 - mmaction - INFO - Epoch [91][1520/1879] lr: 2.000e-04, eta: 2:49:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9469, loss_cls: 0.7048, loss: 0.7048, grad_norm: 5.4820 2021-06-18 14:56:39,672 - mmaction - INFO - Epoch [91][1540/1879] lr: 2.000e-04, eta: 2:48:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9445, loss_cls: 0.6673, loss: 0.6673, grad_norm: 5.1589 2021-06-18 14:56:50,843 - mmaction - INFO - Epoch [91][1560/1879] lr: 2.000e-04, eta: 2:48:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9449, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.2598 2021-06-18 14:57:01,996 - mmaction - INFO - Epoch [91][1580/1879] lr: 2.000e-04, eta: 2:48:35, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9461, loss_cls: 0.6816, loss: 0.6816, grad_norm: 5.4832 2021-06-18 14:57:13,136 - mmaction - INFO - Epoch [91][1600/1879] lr: 2.000e-04, eta: 2:48:24, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9402, loss_cls: 0.6970, loss: 0.6970, grad_norm: 5.3877 2021-06-18 14:57:24,298 - mmaction - INFO - Epoch [91][1620/1879] lr: 2.000e-04, eta: 2:48:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9465, loss_cls: 0.6609, loss: 0.6609, grad_norm: 5.1999 2021-06-18 14:57:35,457 - mmaction - INFO - Epoch [91][1640/1879] lr: 2.000e-04, eta: 2:48:00, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9492, loss_cls: 0.6460, loss: 0.6460, grad_norm: 5.1367 2021-06-18 14:57:46,602 - mmaction - INFO - Epoch [91][1660/1879] lr: 2.000e-04, eta: 2:47:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9520, loss_cls: 0.6161, loss: 0.6161, grad_norm: 5.0920 2021-06-18 14:57:57,697 - mmaction - INFO - Epoch [91][1680/1879] lr: 2.000e-04, eta: 2:47:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9504, loss_cls: 0.6535, loss: 0.6535, grad_norm: 5.2440 2021-06-18 14:58:08,852 - mmaction - INFO - Epoch [91][1700/1879] lr: 2.000e-04, eta: 2:47:24, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9414, loss_cls: 0.7021, loss: 0.7021, grad_norm: 5.3776 2021-06-18 14:58:19,982 - mmaction - INFO - Epoch [91][1720/1879] lr: 2.000e-04, eta: 2:47:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9480, loss_cls: 0.6664, loss: 0.6664, grad_norm: 5.4312 2021-06-18 14:58:31,133 - mmaction - INFO - Epoch [91][1740/1879] lr: 2.000e-04, eta: 2:47:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9465, loss_cls: 0.6843, loss: 0.6843, grad_norm: 5.4110 2021-06-18 14:58:42,286 - mmaction - INFO - Epoch [91][1760/1879] lr: 2.000e-04, eta: 2:46:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9379, loss_cls: 0.7447, loss: 0.7447, grad_norm: 5.5219 2021-06-18 14:58:53,435 - mmaction - INFO - Epoch [91][1780/1879] lr: 2.000e-04, eta: 2:46:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9453, loss_cls: 0.6965, loss: 0.6965, grad_norm: 5.4240 2021-06-18 14:59:04,579 - mmaction - INFO - Epoch [91][1800/1879] lr: 2.000e-04, eta: 2:46:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9500, loss_cls: 0.6530, loss: 0.6530, grad_norm: 5.2011 2021-06-18 14:59:15,750 - mmaction - INFO - Epoch [91][1820/1879] lr: 2.000e-04, eta: 2:46:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9434, loss_cls: 0.7006, loss: 0.7006, grad_norm: 5.3565 2021-06-18 14:59:26,923 - mmaction - INFO - Epoch [91][1840/1879] lr: 2.000e-04, eta: 2:46:02, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9426, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.2948 2021-06-18 14:59:38,063 - mmaction - INFO - Epoch [91][1860/1879] lr: 2.000e-04, eta: 2:45:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9480, loss_cls: 0.6567, loss: 0.6567, grad_norm: 5.3238 2021-06-18 15:01:22,122 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 15:01:22,995 - mmaction - INFO - top1_acc 0.7163 top5_acc 0.8986 2021-06-18 15:01:22,995 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 15:01:23,028 - mmaction - INFO - mean_acc 0.7162 2021-06-18 15:01:23,037 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-06-18 15:01:23,674 - mmaction - INFO - Epoch(val) [91][104] top1_acc: 0.7163, top5_acc: 0.8986, mean_class_accuracy: 0.7162 2021-06-18 15:02:37,485 - mmaction - INFO - Epoch [92][20/1879] lr: 2.000e-04, eta: 2:45:32, time: 3.690, data_time: 3.121, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9422, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.2424 2021-06-18 15:02:48,620 - mmaction - INFO - Epoch [92][40/1879] lr: 2.000e-04, eta: 2:45:20, time: 0.555, data_time: 0.004, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9410, loss_cls: 0.6876, loss: 0.6876, grad_norm: 5.2587 2021-06-18 15:02:59,749 - mmaction - INFO - Epoch [92][60/1879] lr: 2.000e-04, eta: 2:45:08, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9430, loss_cls: 0.7048, loss: 0.7048, grad_norm: 5.4985 2021-06-18 15:03:10,866 - mmaction - INFO - Epoch [92][80/1879] lr: 2.000e-04, eta: 2:44:57, time: 0.555, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9437, loss_cls: 0.6834, loss: 0.6834, grad_norm: 5.2165 2021-06-18 15:03:21,985 - mmaction - INFO - Epoch [92][100/1879] lr: 2.000e-04, eta: 2:44:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9484, loss_cls: 0.6812, loss: 0.6812, grad_norm: 5.2835 2021-06-18 15:03:33,113 - mmaction - INFO - Epoch [92][120/1879] lr: 2.000e-04, eta: 2:44:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9414, loss_cls: 0.7176, loss: 0.7176, grad_norm: 5.3683 2021-06-18 15:03:44,278 - mmaction - INFO - Epoch [92][140/1879] lr: 2.000e-04, eta: 2:44:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9418, loss_cls: 0.6812, loss: 0.6812, grad_norm: 5.1352 2021-06-18 15:03:55,415 - mmaction - INFO - Epoch [92][160/1879] lr: 2.000e-04, eta: 2:44:09, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9480, loss_cls: 0.6379, loss: 0.6379, grad_norm: 5.1069 2021-06-18 15:04:06,526 - mmaction - INFO - Epoch [92][180/1879] lr: 2.000e-04, eta: 2:43:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9414, loss_cls: 0.6713, loss: 0.6713, grad_norm: 5.2183 2021-06-18 15:04:17,637 - mmaction - INFO - Epoch [92][200/1879] lr: 2.000e-04, eta: 2:43:46, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6783, loss: 0.6783, grad_norm: 5.1863 2021-06-18 15:04:28,768 - mmaction - INFO - Epoch [92][220/1879] lr: 2.000e-04, eta: 2:43:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9445, loss_cls: 0.6649, loss: 0.6649, grad_norm: 5.2235 2021-06-18 15:04:39,904 - mmaction - INFO - Epoch [92][240/1879] lr: 2.000e-04, eta: 2:43:22, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9430, loss_cls: 0.7187, loss: 0.7187, grad_norm: 5.4687 2021-06-18 15:04:51,051 - mmaction - INFO - Epoch [92][260/1879] lr: 2.000e-04, eta: 2:43:10, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9480, loss_cls: 0.6513, loss: 0.6513, grad_norm: 5.3328 2021-06-18 15:05:02,201 - mmaction - INFO - Epoch [92][280/1879] lr: 2.000e-04, eta: 2:42:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9426, loss_cls: 0.6871, loss: 0.6871, grad_norm: 5.2992 2021-06-18 15:05:13,344 - mmaction - INFO - Epoch [92][300/1879] lr: 2.000e-04, eta: 2:42:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9430, loss_cls: 0.6987, loss: 0.6987, grad_norm: 5.3482 2021-06-18 15:05:24,481 - mmaction - INFO - Epoch [92][320/1879] lr: 2.000e-04, eta: 2:42:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9414, loss_cls: 0.6781, loss: 0.6781, grad_norm: 5.2103 2021-06-18 15:05:35,619 - mmaction - INFO - Epoch [92][340/1879] lr: 2.000e-04, eta: 2:42:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9465, loss_cls: 0.6435, loss: 0.6435, grad_norm: 5.0749 2021-06-18 15:05:46,773 - mmaction - INFO - Epoch [92][360/1879] lr: 2.000e-04, eta: 2:42:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9457, loss_cls: 0.6773, loss: 0.6773, grad_norm: 5.3466 2021-06-18 15:05:57,922 - mmaction - INFO - Epoch [92][380/1879] lr: 2.000e-04, eta: 2:41:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9570, loss_cls: 0.6446, loss: 0.6446, grad_norm: 5.2565 2021-06-18 15:06:09,070 - mmaction - INFO - Epoch [92][400/1879] lr: 2.000e-04, eta: 2:41:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6435, loss: 0.6435, grad_norm: 5.2515 2021-06-18 15:06:20,221 - mmaction - INFO - Epoch [92][420/1879] lr: 2.000e-04, eta: 2:41:36, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9500, loss_cls: 0.6501, loss: 0.6501, grad_norm: 5.2023 2021-06-18 15:06:31,380 - mmaction - INFO - Epoch [92][440/1879] lr: 2.000e-04, eta: 2:41:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9410, loss_cls: 0.6641, loss: 0.6641, grad_norm: 5.3845 2021-06-18 15:06:42,537 - mmaction - INFO - Epoch [92][460/1879] lr: 2.000e-04, eta: 2:41:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9477, loss_cls: 0.6701, loss: 0.6701, grad_norm: 5.2973 2021-06-18 15:06:53,690 - mmaction - INFO - Epoch [92][480/1879] lr: 2.000e-04, eta: 2:41:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9500, loss_cls: 0.6365, loss: 0.6365, grad_norm: 5.1295 2021-06-18 15:07:04,825 - mmaction - INFO - Epoch [92][500/1879] lr: 2.000e-04, eta: 2:40:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9437, loss_cls: 0.6893, loss: 0.6893, grad_norm: 5.4063 2021-06-18 15:07:15,982 - mmaction - INFO - Epoch [92][520/1879] lr: 2.000e-04, eta: 2:40:37, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9398, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.1991 2021-06-18 15:07:27,141 - mmaction - INFO - Epoch [92][540/1879] lr: 2.000e-04, eta: 2:40:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9430, loss_cls: 0.7040, loss: 0.7040, grad_norm: 5.5319 2021-06-18 15:07:38,288 - mmaction - INFO - Epoch [92][560/1879] lr: 2.000e-04, eta: 2:40:13, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9473, loss_cls: 0.6810, loss: 0.6810, grad_norm: 5.3911 2021-06-18 15:07:49,418 - mmaction - INFO - Epoch [92][580/1879] lr: 2.000e-04, eta: 2:40:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9449, loss_cls: 0.6763, loss: 0.6763, grad_norm: 5.1551 2021-06-18 15:08:00,581 - mmaction - INFO - Epoch [92][600/1879] lr: 2.000e-04, eta: 2:39:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9512, loss_cls: 0.6681, loss: 0.6681, grad_norm: 5.3625 2021-06-18 15:08:11,719 - mmaction - INFO - Epoch [92][620/1879] lr: 2.000e-04, eta: 2:39:37, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9508, loss_cls: 0.6547, loss: 0.6547, grad_norm: 5.2692 2021-06-18 15:08:22,866 - mmaction - INFO - Epoch [92][640/1879] lr: 2.000e-04, eta: 2:39:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9465, loss_cls: 0.6801, loss: 0.6801, grad_norm: 5.2343 2021-06-18 15:08:34,001 - mmaction - INFO - Epoch [92][660/1879] lr: 2.000e-04, eta: 2:39:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8445, top5_acc: 0.9539, loss_cls: 0.6197, loss: 0.6197, grad_norm: 5.2833 2021-06-18 15:08:45,161 - mmaction - INFO - Epoch [92][680/1879] lr: 2.000e-04, eta: 2:39:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.6741, loss: 0.6741, grad_norm: 5.3414 2021-06-18 15:08:56,318 - mmaction - INFO - Epoch [92][700/1879] lr: 2.000e-04, eta: 2:38:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9516, loss_cls: 0.6380, loss: 0.6380, grad_norm: 5.2028 2021-06-18 15:09:07,440 - mmaction - INFO - Epoch [92][720/1879] lr: 2.000e-04, eta: 2:38:38, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9480, loss_cls: 0.6703, loss: 0.6703, grad_norm: 5.3901 2021-06-18 15:09:18,575 - mmaction - INFO - Epoch [92][740/1879] lr: 2.000e-04, eta: 2:38:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9461, loss_cls: 0.6650, loss: 0.6650, grad_norm: 5.1473 2021-06-18 15:09:29,742 - mmaction - INFO - Epoch [92][760/1879] lr: 2.000e-04, eta: 2:38:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9453, loss_cls: 0.6688, loss: 0.6688, grad_norm: 5.1588 2021-06-18 15:09:40,903 - mmaction - INFO - Epoch [92][780/1879] lr: 2.000e-04, eta: 2:38:03, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9457, loss_cls: 0.6734, loss: 0.6734, grad_norm: 5.2662 2021-06-18 15:09:52,056 - mmaction - INFO - Epoch [92][800/1879] lr: 2.000e-04, eta: 2:37:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9430, loss_cls: 0.7010, loss: 0.7010, grad_norm: 5.4111 2021-06-18 15:10:03,213 - mmaction - INFO - Epoch [92][820/1879] lr: 2.000e-04, eta: 2:37:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9453, loss_cls: 0.6813, loss: 0.6813, grad_norm: 5.2990 2021-06-18 15:10:14,325 - mmaction - INFO - Epoch [92][840/1879] lr: 2.000e-04, eta: 2:37:27, time: 0.556, data_time: 0.000, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9449, loss_cls: 0.7042, loss: 0.7042, grad_norm: 5.4104 2021-06-18 15:10:25,486 - mmaction - INFO - Epoch [92][860/1879] lr: 2.000e-04, eta: 2:37:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9449, loss_cls: 0.6914, loss: 0.6914, grad_norm: 5.3174 2021-06-18 15:10:36,643 - mmaction - INFO - Epoch [92][880/1879] lr: 2.000e-04, eta: 2:37:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6168, loss: 0.6168, grad_norm: 5.0888 2021-06-18 15:10:47,793 - mmaction - INFO - Epoch [92][900/1879] lr: 2.000e-04, eta: 2:36:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9477, loss_cls: 0.6625, loss: 0.6625, grad_norm: 5.1894 2021-06-18 15:10:58,931 - mmaction - INFO - Epoch [92][920/1879] lr: 2.000e-04, eta: 2:36:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9430, loss_cls: 0.7195, loss: 0.7195, grad_norm: 5.4099 2021-06-18 15:11:10,077 - mmaction - INFO - Epoch [92][940/1879] lr: 2.000e-04, eta: 2:36:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9449, loss_cls: 0.6928, loss: 0.6928, grad_norm: 5.3865 2021-06-18 15:11:21,204 - mmaction - INFO - Epoch [92][960/1879] lr: 2.000e-04, eta: 2:36:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8473, top5_acc: 0.9625, loss_cls: 0.5625, loss: 0.5625, grad_norm: 4.9849 2021-06-18 15:11:32,369 - mmaction - INFO - Epoch [92][980/1879] lr: 2.000e-04, eta: 2:36:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9477, loss_cls: 0.6614, loss: 0.6614, grad_norm: 5.2801 2021-06-18 15:11:43,509 - mmaction - INFO - Epoch [92][1000/1879] lr: 2.000e-04, eta: 2:35:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9434, loss_cls: 0.6985, loss: 0.6985, grad_norm: 5.3384 2021-06-18 15:11:54,663 - mmaction - INFO - Epoch [92][1020/1879] lr: 2.000e-04, eta: 2:35:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9449, loss_cls: 0.6836, loss: 0.6836, grad_norm: 5.2809 2021-06-18 15:12:05,822 - mmaction - INFO - Epoch [92][1040/1879] lr: 2.000e-04, eta: 2:35:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6844, loss: 0.6844, grad_norm: 5.3140 2021-06-18 15:12:16,981 - mmaction - INFO - Epoch [92][1060/1879] lr: 2.000e-04, eta: 2:35:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9465, loss_cls: 0.6375, loss: 0.6375, grad_norm: 5.0741 2021-06-18 15:12:28,144 - mmaction - INFO - Epoch [92][1080/1879] lr: 2.000e-04, eta: 2:35:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9391, loss_cls: 0.6996, loss: 0.6996, grad_norm: 5.3564 2021-06-18 15:12:39,266 - mmaction - INFO - Epoch [92][1100/1879] lr: 2.000e-04, eta: 2:34:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9445, loss_cls: 0.6935, loss: 0.6935, grad_norm: 5.3980 2021-06-18 15:12:50,416 - mmaction - INFO - Epoch [92][1120/1879] lr: 2.000e-04, eta: 2:34:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9465, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.3277 2021-06-18 15:13:01,584 - mmaction - INFO - Epoch [92][1140/1879] lr: 2.000e-04, eta: 2:34:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8082, top5_acc: 0.9371, loss_cls: 0.7432, loss: 0.7432, grad_norm: 5.4455 2021-06-18 15:13:12,739 - mmaction - INFO - Epoch [92][1160/1879] lr: 2.000e-04, eta: 2:34:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9449, loss_cls: 0.6775, loss: 0.6775, grad_norm: 5.3581 2021-06-18 15:13:23,946 - mmaction - INFO - Epoch [92][1180/1879] lr: 2.000e-04, eta: 2:34:07, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9555, loss_cls: 0.6439, loss: 0.6439, grad_norm: 5.2816 2021-06-18 15:13:35,055 - mmaction - INFO - Epoch [92][1200/1879] lr: 2.000e-04, eta: 2:33:55, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9465, loss_cls: 0.6824, loss: 0.6824, grad_norm: 5.3379 2021-06-18 15:13:46,207 - mmaction - INFO - Epoch [92][1220/1879] lr: 2.000e-04, eta: 2:33:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9418, loss_cls: 0.7378, loss: 0.7378, grad_norm: 5.6063 2021-06-18 15:13:57,352 - mmaction - INFO - Epoch [92][1240/1879] lr: 2.000e-04, eta: 2:33:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6737, loss: 0.6737, grad_norm: 5.1236 2021-06-18 15:14:08,495 - mmaction - INFO - Epoch [92][1260/1879] lr: 2.000e-04, eta: 2:33:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9500, loss_cls: 0.6493, loss: 0.6493, grad_norm: 5.1492 2021-06-18 15:14:19,622 - mmaction - INFO - Epoch [92][1280/1879] lr: 2.000e-04, eta: 2:33:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9555, loss_cls: 0.6274, loss: 0.6274, grad_norm: 5.1119 2021-06-18 15:14:30,767 - mmaction - INFO - Epoch [92][1300/1879] lr: 2.000e-04, eta: 2:32:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9418, loss_cls: 0.6810, loss: 0.6810, grad_norm: 5.3948 2021-06-18 15:14:41,904 - mmaction - INFO - Epoch [92][1320/1879] lr: 2.000e-04, eta: 2:32:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9398, loss_cls: 0.6861, loss: 0.6861, grad_norm: 5.2340 2021-06-18 15:14:53,051 - mmaction - INFO - Epoch [92][1340/1879] lr: 2.000e-04, eta: 2:32:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9434, loss_cls: 0.6701, loss: 0.6701, grad_norm: 5.1906 2021-06-18 15:15:04,227 - mmaction - INFO - Epoch [92][1360/1879] lr: 2.000e-04, eta: 2:32:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9551, loss_cls: 0.6469, loss: 0.6469, grad_norm: 5.2193 2021-06-18 15:15:15,380 - mmaction - INFO - Epoch [92][1380/1879] lr: 2.000e-04, eta: 2:32:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8086, top5_acc: 0.9441, loss_cls: 0.7143, loss: 0.7143, grad_norm: 5.5178 2021-06-18 15:15:26,524 - mmaction - INFO - Epoch [92][1400/1879] lr: 2.000e-04, eta: 2:31:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9449, loss_cls: 0.6738, loss: 0.6738, grad_norm: 5.2295 2021-06-18 15:15:37,671 - mmaction - INFO - Epoch [92][1420/1879] lr: 2.000e-04, eta: 2:31:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9469, loss_cls: 0.6660, loss: 0.6660, grad_norm: 5.2662 2021-06-18 15:15:48,809 - mmaction - INFO - Epoch [92][1440/1879] lr: 2.000e-04, eta: 2:31:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9473, loss_cls: 0.7090, loss: 0.7090, grad_norm: 5.5342 2021-06-18 15:15:59,996 - mmaction - INFO - Epoch [92][1460/1879] lr: 2.000e-04, eta: 2:31:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9430, loss_cls: 0.6835, loss: 0.6835, grad_norm: 5.2435 2021-06-18 15:16:11,159 - mmaction - INFO - Epoch [92][1480/1879] lr: 2.000e-04, eta: 2:31:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6583, loss: 0.6583, grad_norm: 5.3745 2021-06-18 15:16:22,301 - mmaction - INFO - Epoch [92][1500/1879] lr: 2.000e-04, eta: 2:30:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9477, loss_cls: 0.6518, loss: 0.6518, grad_norm: 5.4148 2021-06-18 15:16:33,440 - mmaction - INFO - Epoch [92][1520/1879] lr: 2.000e-04, eta: 2:30:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9480, loss_cls: 0.6613, loss: 0.6613, grad_norm: 5.1868 2021-06-18 15:16:44,587 - mmaction - INFO - Epoch [92][1540/1879] lr: 2.000e-04, eta: 2:30:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9434, loss_cls: 0.6726, loss: 0.6726, grad_norm: 5.2942 2021-06-18 15:16:55,734 - mmaction - INFO - Epoch [92][1560/1879] lr: 2.000e-04, eta: 2:30:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9430, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.3784 2021-06-18 15:17:06,883 - mmaction - INFO - Epoch [92][1580/1879] lr: 2.000e-04, eta: 2:30:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9359, loss_cls: 0.7426, loss: 0.7426, grad_norm: 5.3935 2021-06-18 15:17:18,004 - mmaction - INFO - Epoch [92][1600/1879] lr: 2.000e-04, eta: 2:29:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9523, loss_cls: 0.6505, loss: 0.6505, grad_norm: 5.2624 2021-06-18 15:17:29,151 - mmaction - INFO - Epoch [92][1620/1879] lr: 2.000e-04, eta: 2:29:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9445, loss_cls: 0.6945, loss: 0.6945, grad_norm: 5.3026 2021-06-18 15:17:40,293 - mmaction - INFO - Epoch [92][1640/1879] lr: 2.000e-04, eta: 2:29:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9437, loss_cls: 0.7147, loss: 0.7147, grad_norm: 5.5070 2021-06-18 15:17:51,449 - mmaction - INFO - Epoch [92][1660/1879] lr: 2.000e-04, eta: 2:29:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9465, loss_cls: 0.6780, loss: 0.6780, grad_norm: 5.3058 2021-06-18 15:18:02,651 - mmaction - INFO - Epoch [92][1680/1879] lr: 2.000e-04, eta: 2:29:11, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9453, loss_cls: 0.6877, loss: 0.6877, grad_norm: 5.3464 2021-06-18 15:18:13,803 - mmaction - INFO - Epoch [92][1700/1879] lr: 2.000e-04, eta: 2:29:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9469, loss_cls: 0.6604, loss: 0.6604, grad_norm: 5.1936 2021-06-18 15:18:24,962 - mmaction - INFO - Epoch [92][1720/1879] lr: 2.000e-04, eta: 2:28:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9406, loss_cls: 0.7224, loss: 0.7224, grad_norm: 5.4780 2021-06-18 15:18:36,127 - mmaction - INFO - Epoch [92][1740/1879] lr: 2.000e-04, eta: 2:28:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9477, loss_cls: 0.6821, loss: 0.6821, grad_norm: 5.4090 2021-06-18 15:18:47,287 - mmaction - INFO - Epoch [92][1760/1879] lr: 2.000e-04, eta: 2:28:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9418, loss_cls: 0.6741, loss: 0.6741, grad_norm: 5.3582 2021-06-18 15:18:58,445 - mmaction - INFO - Epoch [92][1780/1879] lr: 2.000e-04, eta: 2:28:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9457, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.3884 2021-06-18 15:19:09,594 - mmaction - INFO - Epoch [92][1800/1879] lr: 2.000e-04, eta: 2:28:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9496, loss_cls: 0.6439, loss: 0.6439, grad_norm: 5.1072 2021-06-18 15:19:20,748 - mmaction - INFO - Epoch [92][1820/1879] lr: 2.000e-04, eta: 2:27:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9437, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.2614 2021-06-18 15:19:31,907 - mmaction - INFO - Epoch [92][1840/1879] lr: 2.000e-04, eta: 2:27:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9547, loss_cls: 0.6293, loss: 0.6293, grad_norm: 5.1016 2021-06-18 15:19:43,076 - mmaction - INFO - Epoch [92][1860/1879] lr: 2.000e-04, eta: 2:27:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9363, loss_cls: 0.7360, loss: 0.7360, grad_norm: 5.6349 2021-06-18 15:21:31,241 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 15:21:32,114 - mmaction - INFO - top1_acc 0.7167 top5_acc 0.8990 2021-06-18 15:21:32,114 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 15:21:32,148 - mmaction - INFO - mean_acc 0.7166 2021-06-18 15:21:32,157 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-06-18 15:21:33,689 - mmaction - INFO - Epoch(val) [92][104] top1_acc: 0.7167, top5_acc: 0.8990, mean_class_accuracy: 0.7166 2021-06-18 15:22:48,351 - mmaction - INFO - Epoch [93][20/1879] lr: 2.000e-04, eta: 2:27:07, time: 3.732, data_time: 3.125, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9437, loss_cls: 0.6795, loss: 0.6795, grad_norm: 5.2668 2021-06-18 15:22:59,506 - mmaction - INFO - Epoch [93][40/1879] lr: 2.000e-04, eta: 2:26:55, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9445, loss_cls: 0.6818, loss: 0.6818, grad_norm: 5.2834 2021-06-18 15:23:11,835 - mmaction - INFO - Epoch [93][60/1879] lr: 2.000e-04, eta: 2:26:43, time: 0.617, data_time: 0.003, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9480, loss_cls: 0.6886, loss: 0.6886, grad_norm: 5.3826 2021-06-18 15:23:22,968 - mmaction - INFO - Epoch [93][80/1879] lr: 2.000e-04, eta: 2:26:31, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9453, loss_cls: 0.6820, loss: 0.6820, grad_norm: 5.4422 2021-06-18 15:23:34,104 - mmaction - INFO - Epoch [93][100/1879] lr: 2.000e-04, eta: 2:26:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8379, top5_acc: 0.9457, loss_cls: 0.6512, loss: 0.6512, grad_norm: 5.2735 2021-06-18 15:23:45,239 - mmaction - INFO - Epoch [93][120/1879] lr: 2.000e-04, eta: 2:26:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9453, loss_cls: 0.6609, loss: 0.6609, grad_norm: 5.2725 2021-06-18 15:23:56,378 - mmaction - INFO - Epoch [93][140/1879] lr: 2.000e-04, eta: 2:25:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9457, loss_cls: 0.6497, loss: 0.6497, grad_norm: 5.3150 2021-06-18 15:24:07,513 - mmaction - INFO - Epoch [93][160/1879] lr: 2.000e-04, eta: 2:25:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8418, top5_acc: 0.9523, loss_cls: 0.6259, loss: 0.6259, grad_norm: 5.0437 2021-06-18 15:24:18,633 - mmaction - INFO - Epoch [93][180/1879] lr: 2.000e-04, eta: 2:25:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9410, loss_cls: 0.7106, loss: 0.7106, grad_norm: 5.5290 2021-06-18 15:24:29,751 - mmaction - INFO - Epoch [93][200/1879] lr: 2.000e-04, eta: 2:25:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9437, loss_cls: 0.6778, loss: 0.6778, grad_norm: 5.2518 2021-06-18 15:24:40,870 - mmaction - INFO - Epoch [93][220/1879] lr: 2.000e-04, eta: 2:25:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9473, loss_cls: 0.6861, loss: 0.6861, grad_norm: 5.3563 2021-06-18 15:24:52,006 - mmaction - INFO - Epoch [93][240/1879] lr: 2.000e-04, eta: 2:24:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9441, loss_cls: 0.6813, loss: 0.6813, grad_norm: 5.3476 2021-06-18 15:25:03,251 - mmaction - INFO - Epoch [93][260/1879] lr: 2.000e-04, eta: 2:24:45, time: 0.563, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9441, loss_cls: 0.7022, loss: 0.7022, grad_norm: 5.4729 2021-06-18 15:25:14,355 - mmaction - INFO - Epoch [93][280/1879] lr: 2.000e-04, eta: 2:24:33, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9539, loss_cls: 0.6362, loss: 0.6362, grad_norm: 5.3463 2021-06-18 15:25:25,501 - mmaction - INFO - Epoch [93][300/1879] lr: 2.000e-04, eta: 2:24:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9461, loss_cls: 0.6678, loss: 0.6678, grad_norm: 5.2701 2021-06-18 15:25:36,632 - mmaction - INFO - Epoch [93][320/1879] lr: 2.000e-04, eta: 2:24:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9465, loss_cls: 0.6925, loss: 0.6925, grad_norm: 5.3292 2021-06-18 15:25:47,796 - mmaction - INFO - Epoch [93][340/1879] lr: 2.000e-04, eta: 2:23:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9500, loss_cls: 0.6679, loss: 0.6679, grad_norm: 5.3714 2021-06-18 15:25:58,955 - mmaction - INFO - Epoch [93][360/1879] lr: 2.000e-04, eta: 2:23:46, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9410, loss_cls: 0.6735, loss: 0.6735, grad_norm: 5.3054 2021-06-18 15:26:10,122 - mmaction - INFO - Epoch [93][380/1879] lr: 2.000e-04, eta: 2:23:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7064, loss: 0.7064, grad_norm: 5.3707 2021-06-18 15:26:21,263 - mmaction - INFO - Epoch [93][400/1879] lr: 2.000e-04, eta: 2:23:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9516, loss_cls: 0.6742, loss: 0.6742, grad_norm: 5.3877 2021-06-18 15:26:32,406 - mmaction - INFO - Epoch [93][420/1879] lr: 2.000e-04, eta: 2:23:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6756, loss: 0.6756, grad_norm: 5.3226 2021-06-18 15:26:43,549 - mmaction - INFO - Epoch [93][440/1879] lr: 2.000e-04, eta: 2:22:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6407, loss: 0.6407, grad_norm: 5.1311 2021-06-18 15:26:54,696 - mmaction - INFO - Epoch [93][460/1879] lr: 2.000e-04, eta: 2:22:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9496, loss_cls: 0.6586, loss: 0.6586, grad_norm: 5.3473 2021-06-18 15:27:05,948 - mmaction - INFO - Epoch [93][480/1879] lr: 2.000e-04, eta: 2:22:35, time: 0.563, data_time: 0.008, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9469, loss_cls: 0.6691, loss: 0.6691, grad_norm: 5.3891 2021-06-18 15:27:17,108 - mmaction - INFO - Epoch [93][500/1879] lr: 2.000e-04, eta: 2:22:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6676, loss: 0.6676, grad_norm: 5.3376 2021-06-18 15:27:28,264 - mmaction - INFO - Epoch [93][520/1879] lr: 2.000e-04, eta: 2:22:12, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6589, loss: 0.6589, grad_norm: 5.2636 2021-06-18 15:27:39,425 - mmaction - INFO - Epoch [93][540/1879] lr: 2.000e-04, eta: 2:22:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9461, loss_cls: 0.6688, loss: 0.6688, grad_norm: 5.2481 2021-06-18 15:27:50,569 - mmaction - INFO - Epoch [93][560/1879] lr: 2.000e-04, eta: 2:21:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9441, loss_cls: 0.6616, loss: 0.6616, grad_norm: 5.1774 2021-06-18 15:28:01,740 - mmaction - INFO - Epoch [93][580/1879] lr: 2.000e-04, eta: 2:21:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9453, loss_cls: 0.6626, loss: 0.6626, grad_norm: 5.2389 2021-06-18 15:28:12,907 - mmaction - INFO - Epoch [93][600/1879] lr: 2.000e-04, eta: 2:21:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9473, loss_cls: 0.6514, loss: 0.6514, grad_norm: 5.1889 2021-06-18 15:28:24,043 - mmaction - INFO - Epoch [93][620/1879] lr: 2.000e-04, eta: 2:21:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9398, loss_cls: 0.7006, loss: 0.7006, grad_norm: 5.3932 2021-06-18 15:28:35,201 - mmaction - INFO - Epoch [93][640/1879] lr: 2.000e-04, eta: 2:21:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9445, loss_cls: 0.7023, loss: 0.7023, grad_norm: 5.2645 2021-06-18 15:28:46,374 - mmaction - INFO - Epoch [93][660/1879] lr: 2.000e-04, eta: 2:20:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9422, loss_cls: 0.7060, loss: 0.7060, grad_norm: 5.4509 2021-06-18 15:28:57,530 - mmaction - INFO - Epoch [93][680/1879] lr: 2.000e-04, eta: 2:20:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9492, loss_cls: 0.6615, loss: 0.6615, grad_norm: 5.2492 2021-06-18 15:29:08,712 - mmaction - INFO - Epoch [93][700/1879] lr: 2.000e-04, eta: 2:20:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9500, loss_cls: 0.6863, loss: 0.6863, grad_norm: 5.2229 2021-06-18 15:29:19,863 - mmaction - INFO - Epoch [93][720/1879] lr: 2.000e-04, eta: 2:20:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8418, top5_acc: 0.9508, loss_cls: 0.6262, loss: 0.6262, grad_norm: 4.9645 2021-06-18 15:29:31,015 - mmaction - INFO - Epoch [93][740/1879] lr: 2.000e-04, eta: 2:20:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9449, loss_cls: 0.6657, loss: 0.6657, grad_norm: 5.2224 2021-06-18 15:29:42,182 - mmaction - INFO - Epoch [93][760/1879] lr: 2.000e-04, eta: 2:19:50, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9418, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.4354 2021-06-18 15:29:53,319 - mmaction - INFO - Epoch [93][780/1879] lr: 2.000e-04, eta: 2:19:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9520, loss_cls: 0.6286, loss: 0.6286, grad_norm: 5.1002 2021-06-18 15:30:04,451 - mmaction - INFO - Epoch [93][800/1879] lr: 2.000e-04, eta: 2:19:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9414, loss_cls: 0.6712, loss: 0.6712, grad_norm: 5.2159 2021-06-18 15:30:15,557 - mmaction - INFO - Epoch [93][820/1879] lr: 2.000e-04, eta: 2:19:14, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9430, loss_cls: 0.7078, loss: 0.7078, grad_norm: 5.4471 2021-06-18 15:30:26,888 - mmaction - INFO - Epoch [93][840/1879] lr: 2.000e-04, eta: 2:19:03, time: 0.566, data_time: 0.011, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9504, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.4029 2021-06-18 15:30:38,044 - mmaction - INFO - Epoch [93][860/1879] lr: 2.000e-04, eta: 2:18:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9461, loss_cls: 0.6902, loss: 0.6902, grad_norm: 5.3873 2021-06-18 15:30:49,201 - mmaction - INFO - Epoch [93][880/1879] lr: 2.000e-04, eta: 2:18:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9434, loss_cls: 0.6649, loss: 0.6649, grad_norm: 5.1569 2021-06-18 15:31:00,357 - mmaction - INFO - Epoch [93][900/1879] lr: 2.000e-04, eta: 2:18:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9414, loss_cls: 0.6792, loss: 0.6792, grad_norm: 5.1979 2021-06-18 15:31:11,493 - mmaction - INFO - Epoch [93][920/1879] lr: 2.000e-04, eta: 2:18:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9445, loss_cls: 0.6763, loss: 0.6763, grad_norm: 5.3082 2021-06-18 15:31:22,634 - mmaction - INFO - Epoch [93][940/1879] lr: 2.000e-04, eta: 2:18:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9500, loss_cls: 0.6491, loss: 0.6491, grad_norm: 5.0384 2021-06-18 15:31:33,769 - mmaction - INFO - Epoch [93][960/1879] lr: 2.000e-04, eta: 2:17:52, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8043, top5_acc: 0.9324, loss_cls: 0.7631, loss: 0.7631, grad_norm: 5.5746 2021-06-18 15:31:44,916 - mmaction - INFO - Epoch [93][980/1879] lr: 2.000e-04, eta: 2:17:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9492, loss_cls: 0.6508, loss: 0.6508, grad_norm: 5.1924 2021-06-18 15:31:56,067 - mmaction - INFO - Epoch [93][1000/1879] lr: 2.000e-04, eta: 2:17:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.3974 2021-06-18 15:32:07,239 - mmaction - INFO - Epoch [93][1020/1879] lr: 2.000e-04, eta: 2:17:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9340, loss_cls: 0.7254, loss: 0.7254, grad_norm: 5.3225 2021-06-18 15:32:18,381 - mmaction - INFO - Epoch [93][1040/1879] lr: 2.000e-04, eta: 2:17:05, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8098, top5_acc: 0.9437, loss_cls: 0.7024, loss: 0.7024, grad_norm: 5.3297 2021-06-18 15:32:29,532 - mmaction - INFO - Epoch [93][1060/1879] lr: 2.000e-04, eta: 2:16:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9484, loss_cls: 0.6702, loss: 0.6702, grad_norm: 5.3252 2021-06-18 15:32:40,669 - mmaction - INFO - Epoch [93][1080/1879] lr: 2.000e-04, eta: 2:16:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8059, top5_acc: 0.9406, loss_cls: 0.7286, loss: 0.7286, grad_norm: 5.5989 2021-06-18 15:32:51,818 - mmaction - INFO - Epoch [93][1100/1879] lr: 2.000e-04, eta: 2:16:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9441, loss_cls: 0.6684, loss: 0.6684, grad_norm: 5.2591 2021-06-18 15:33:02,963 - mmaction - INFO - Epoch [93][1120/1879] lr: 2.000e-04, eta: 2:16:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9457, loss_cls: 0.7068, loss: 0.7068, grad_norm: 5.4004 2021-06-18 15:33:14,055 - mmaction - INFO - Epoch [93][1140/1879] lr: 2.000e-04, eta: 2:16:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9461, loss_cls: 0.6873, loss: 0.6873, grad_norm: 5.4548 2021-06-18 15:33:25,206 - mmaction - INFO - Epoch [93][1160/1879] lr: 2.000e-04, eta: 2:15:54, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9426, loss_cls: 0.7038, loss: 0.7038, grad_norm: 5.3206 2021-06-18 15:33:36,345 - mmaction - INFO - Epoch [93][1180/1879] lr: 2.000e-04, eta: 2:15:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9418, loss_cls: 0.6852, loss: 0.6852, grad_norm: 5.3006 2021-06-18 15:33:47,493 - mmaction - INFO - Epoch [93][1200/1879] lr: 2.000e-04, eta: 2:15:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9422, loss_cls: 0.7066, loss: 0.7066, grad_norm: 5.4191 2021-06-18 15:33:58,650 - mmaction - INFO - Epoch [93][1220/1879] lr: 2.000e-04, eta: 2:15:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9449, loss_cls: 0.6950, loss: 0.6950, grad_norm: 5.5229 2021-06-18 15:34:09,812 - mmaction - INFO - Epoch [93][1240/1879] lr: 2.000e-04, eta: 2:15:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9461, loss_cls: 0.6779, loss: 0.6779, grad_norm: 5.3717 2021-06-18 15:34:20,956 - mmaction - INFO - Epoch [93][1260/1879] lr: 2.000e-04, eta: 2:14:55, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8402, top5_acc: 0.9516, loss_cls: 0.6073, loss: 0.6073, grad_norm: 4.9875 2021-06-18 15:34:32,124 - mmaction - INFO - Epoch [93][1280/1879] lr: 2.000e-04, eta: 2:14:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9398, loss_cls: 0.6838, loss: 0.6838, grad_norm: 5.2359 2021-06-18 15:34:43,268 - mmaction - INFO - Epoch [93][1300/1879] lr: 2.000e-04, eta: 2:14:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9406, loss_cls: 0.7171, loss: 0.7171, grad_norm: 5.5907 2021-06-18 15:34:54,427 - mmaction - INFO - Epoch [93][1320/1879] lr: 2.000e-04, eta: 2:14:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9523, loss_cls: 0.6533, loss: 0.6533, grad_norm: 5.2322 2021-06-18 15:35:05,581 - mmaction - INFO - Epoch [93][1340/1879] lr: 2.000e-04, eta: 2:14:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9484, loss_cls: 0.6421, loss: 0.6421, grad_norm: 5.2811 2021-06-18 15:35:16,734 - mmaction - INFO - Epoch [93][1360/1879] lr: 2.000e-04, eta: 2:13:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9531, loss_cls: 0.6292, loss: 0.6292, grad_norm: 5.2084 2021-06-18 15:35:27,875 - mmaction - INFO - Epoch [93][1380/1879] lr: 2.000e-04, eta: 2:13:44, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9469, loss_cls: 0.6604, loss: 0.6604, grad_norm: 5.3024 2021-06-18 15:35:39,021 - mmaction - INFO - Epoch [93][1400/1879] lr: 2.000e-04, eta: 2:13:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9426, loss_cls: 0.6698, loss: 0.6698, grad_norm: 5.2099 2021-06-18 15:35:50,189 - mmaction - INFO - Epoch [93][1420/1879] lr: 2.000e-04, eta: 2:13:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9367, loss_cls: 0.7148, loss: 0.7148, grad_norm: 5.3556 2021-06-18 15:36:01,339 - mmaction - INFO - Epoch [93][1440/1879] lr: 2.000e-04, eta: 2:13:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9477, loss_cls: 0.6514, loss: 0.6514, grad_norm: 5.1623 2021-06-18 15:36:12,503 - mmaction - INFO - Epoch [93][1460/1879] lr: 2.000e-04, eta: 2:12:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9426, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.1891 2021-06-18 15:36:23,648 - mmaction - INFO - Epoch [93][1480/1879] lr: 2.000e-04, eta: 2:12:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9453, loss_cls: 0.6831, loss: 0.6831, grad_norm: 5.1749 2021-06-18 15:36:34,792 - mmaction - INFO - Epoch [93][1500/1879] lr: 2.000e-04, eta: 2:12:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9449, loss_cls: 0.6843, loss: 0.6843, grad_norm: 5.2961 2021-06-18 15:36:45,947 - mmaction - INFO - Epoch [93][1520/1879] lr: 2.000e-04, eta: 2:12:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9414, loss_cls: 0.7180, loss: 0.7180, grad_norm: 5.3536 2021-06-18 15:36:57,078 - mmaction - INFO - Epoch [93][1540/1879] lr: 2.000e-04, eta: 2:12:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9355, loss_cls: 0.6915, loss: 0.6915, grad_norm: 5.3300 2021-06-18 15:37:08,224 - mmaction - INFO - Epoch [93][1560/1879] lr: 2.000e-04, eta: 2:11:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9465, loss_cls: 0.6611, loss: 0.6611, grad_norm: 5.3232 2021-06-18 15:37:19,352 - mmaction - INFO - Epoch [93][1580/1879] lr: 2.000e-04, eta: 2:11:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9461, loss_cls: 0.6866, loss: 0.6866, grad_norm: 5.3318 2021-06-18 15:37:30,502 - mmaction - INFO - Epoch [93][1600/1879] lr: 2.000e-04, eta: 2:11:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9516, loss_cls: 0.6467, loss: 0.6467, grad_norm: 5.3164 2021-06-18 15:37:41,841 - mmaction - INFO - Epoch [93][1620/1879] lr: 2.000e-04, eta: 2:11:22, time: 0.567, data_time: 0.012, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9418, loss_cls: 0.6948, loss: 0.6948, grad_norm: 5.3714 2021-06-18 15:37:52,997 - mmaction - INFO - Epoch [93][1640/1879] lr: 2.000e-04, eta: 2:11:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9563, loss_cls: 0.6520, loss: 0.6520, grad_norm: 5.3146 2021-06-18 15:38:04,143 - mmaction - INFO - Epoch [93][1660/1879] lr: 2.000e-04, eta: 2:10:59, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9441, loss_cls: 0.6456, loss: 0.6456, grad_norm: 5.2597 2021-06-18 15:38:15,285 - mmaction - INFO - Epoch [93][1680/1879] lr: 2.000e-04, eta: 2:10:47, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9430, loss_cls: 0.6859, loss: 0.6859, grad_norm: 5.3683 2021-06-18 15:38:26,452 - mmaction - INFO - Epoch [93][1700/1879] lr: 2.000e-04, eta: 2:10:35, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9445, loss_cls: 0.6697, loss: 0.6697, grad_norm: 5.2106 2021-06-18 15:38:37,611 - mmaction - INFO - Epoch [93][1720/1879] lr: 2.000e-04, eta: 2:10:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9402, loss_cls: 0.6836, loss: 0.6836, grad_norm: 5.3334 2021-06-18 15:38:48,764 - mmaction - INFO - Epoch [93][1740/1879] lr: 2.000e-04, eta: 2:10:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9437, loss_cls: 0.6767, loss: 0.6767, grad_norm: 5.2648 2021-06-18 15:38:59,919 - mmaction - INFO - Epoch [93][1760/1879] lr: 2.000e-04, eta: 2:10:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9496, loss_cls: 0.6360, loss: 0.6360, grad_norm: 5.1317 2021-06-18 15:39:11,079 - mmaction - INFO - Epoch [93][1780/1879] lr: 2.000e-04, eta: 2:09:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9398, loss_cls: 0.6927, loss: 0.6927, grad_norm: 5.3411 2021-06-18 15:39:22,216 - mmaction - INFO - Epoch [93][1800/1879] lr: 2.000e-04, eta: 2:09:36, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9484, loss_cls: 0.6532, loss: 0.6532, grad_norm: 5.2967 2021-06-18 15:39:33,385 - mmaction - INFO - Epoch [93][1820/1879] lr: 2.000e-04, eta: 2:09:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9457, loss_cls: 0.6716, loss: 0.6716, grad_norm: 5.3255 2021-06-18 15:39:44,534 - mmaction - INFO - Epoch [93][1840/1879] lr: 2.000e-04, eta: 2:09:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9465, loss_cls: 0.6537, loss: 0.6537, grad_norm: 5.1769 2021-06-18 15:39:55,693 - mmaction - INFO - Epoch [93][1860/1879] lr: 2.000e-04, eta: 2:09:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8387, top5_acc: 0.9535, loss_cls: 0.6293, loss: 0.6293, grad_norm: 5.2154 2021-06-18 15:41:46,817 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 15:41:47,694 - mmaction - INFO - top1_acc 0.7177 top5_acc 0.8989 2021-06-18 15:41:47,694 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 15:41:47,741 - mmaction - INFO - mean_acc 0.7176 2021-06-18 15:41:47,749 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-06-18 15:41:48,675 - mmaction - INFO - Epoch(val) [93][104] top1_acc: 0.7177, top5_acc: 0.8989, mean_class_accuracy: 0.7176 2021-06-18 15:43:02,287 - mmaction - INFO - Epoch [94][20/1879] lr: 2.000e-04, eta: 2:08:42, time: 3.680, data_time: 3.111, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9488, loss_cls: 0.6658, loss: 0.6658, grad_norm: 5.3339 2021-06-18 15:43:13,445 - mmaction - INFO - Epoch [94][40/1879] lr: 2.000e-04, eta: 2:08:30, time: 0.557, data_time: 0.005, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9379, loss_cls: 0.7140, loss: 0.7140, grad_norm: 5.3636 2021-06-18 15:43:24,562 - mmaction - INFO - Epoch [94][60/1879] lr: 2.000e-04, eta: 2:08:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9480, loss_cls: 0.6592, loss: 0.6592, grad_norm: 5.3337 2021-06-18 15:43:35,686 - mmaction - INFO - Epoch [94][80/1879] lr: 2.000e-04, eta: 2:08:06, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6802, loss: 0.6802, grad_norm: 5.3230 2021-06-18 15:43:46,801 - mmaction - INFO - Epoch [94][100/1879] lr: 2.000e-04, eta: 2:07:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9500, loss_cls: 0.6515, loss: 0.6515, grad_norm: 5.3094 2021-06-18 15:43:57,982 - mmaction - INFO - Epoch [94][120/1879] lr: 2.000e-04, eta: 2:07:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6543, loss: 0.6543, grad_norm: 5.1814 2021-06-18 15:44:09,141 - mmaction - INFO - Epoch [94][140/1879] lr: 2.000e-04, eta: 2:07:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9391, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.2150 2021-06-18 15:44:20,261 - mmaction - INFO - Epoch [94][160/1879] lr: 2.000e-04, eta: 2:07:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9379, loss_cls: 0.7099, loss: 0.7099, grad_norm: 5.4418 2021-06-18 15:44:31,446 - mmaction - INFO - Epoch [94][180/1879] lr: 2.000e-04, eta: 2:07:07, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9406, loss_cls: 0.7029, loss: 0.7029, grad_norm: 5.3390 2021-06-18 15:44:42,533 - mmaction - INFO - Epoch [94][200/1879] lr: 2.000e-04, eta: 2:06:55, time: 0.554, data_time: 0.000, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9418, loss_cls: 0.6627, loss: 0.6627, grad_norm: 5.2734 2021-06-18 15:44:53,667 - mmaction - INFO - Epoch [94][220/1879] lr: 2.000e-04, eta: 2:06:43, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9398, loss_cls: 0.7259, loss: 0.7259, grad_norm: 5.4876 2021-06-18 15:45:04,880 - mmaction - INFO - Epoch [94][240/1879] lr: 2.000e-04, eta: 2:06:32, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9371, loss_cls: 0.6935, loss: 0.6935, grad_norm: 5.2844 2021-06-18 15:45:16,008 - mmaction - INFO - Epoch [94][260/1879] lr: 2.000e-04, eta: 2:06:20, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9473, loss_cls: 0.6923, loss: 0.6923, grad_norm: 5.3194 2021-06-18 15:45:27,163 - mmaction - INFO - Epoch [94][280/1879] lr: 2.000e-04, eta: 2:06:08, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9547, loss_cls: 0.6557, loss: 0.6557, grad_norm: 5.2041 2021-06-18 15:45:38,307 - mmaction - INFO - Epoch [94][300/1879] lr: 2.000e-04, eta: 2:05:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9437, loss_cls: 0.6800, loss: 0.6800, grad_norm: 5.4187 2021-06-18 15:45:49,441 - mmaction - INFO - Epoch [94][320/1879] lr: 2.000e-04, eta: 2:05:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9473, loss_cls: 0.6553, loss: 0.6553, grad_norm: 5.2173 2021-06-18 15:46:00,597 - mmaction - INFO - Epoch [94][340/1879] lr: 2.000e-04, eta: 2:05:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9445, loss_cls: 0.6578, loss: 0.6578, grad_norm: 5.0726 2021-06-18 15:46:11,752 - mmaction - INFO - Epoch [94][360/1879] lr: 2.000e-04, eta: 2:05:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9426, loss_cls: 0.6960, loss: 0.6960, grad_norm: 5.3664 2021-06-18 15:46:22,897 - mmaction - INFO - Epoch [94][380/1879] lr: 2.000e-04, eta: 2:05:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9445, loss_cls: 0.6646, loss: 0.6646, grad_norm: 5.2111 2021-06-18 15:46:34,055 - mmaction - INFO - Epoch [94][400/1879] lr: 2.000e-04, eta: 2:04:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9426, loss_cls: 0.6918, loss: 0.6918, grad_norm: 5.2773 2021-06-18 15:46:45,183 - mmaction - INFO - Epoch [94][420/1879] lr: 2.000e-04, eta: 2:04:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9426, loss_cls: 0.6816, loss: 0.6816, grad_norm: 5.2830 2021-06-18 15:46:56,335 - mmaction - INFO - Epoch [94][440/1879] lr: 2.000e-04, eta: 2:04:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9441, loss_cls: 0.7132, loss: 0.7132, grad_norm: 5.4740 2021-06-18 15:47:07,520 - mmaction - INFO - Epoch [94][460/1879] lr: 2.000e-04, eta: 2:04:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9527, loss_cls: 0.6388, loss: 0.6388, grad_norm: 5.2222 2021-06-18 15:47:18,664 - mmaction - INFO - Epoch [94][480/1879] lr: 2.000e-04, eta: 2:04:10, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9488, loss_cls: 0.6798, loss: 0.6798, grad_norm: 5.2863 2021-06-18 15:47:29,815 - mmaction - INFO - Epoch [94][500/1879] lr: 2.000e-04, eta: 2:03:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9430, loss_cls: 0.6573, loss: 0.6573, grad_norm: 5.2189 2021-06-18 15:47:40,953 - mmaction - INFO - Epoch [94][520/1879] lr: 2.000e-04, eta: 2:03:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9500, loss_cls: 0.6816, loss: 0.6816, grad_norm: 5.2786 2021-06-18 15:47:52,121 - mmaction - INFO - Epoch [94][540/1879] lr: 2.000e-04, eta: 2:03:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9398, loss_cls: 0.7246, loss: 0.7246, grad_norm: 5.4962 2021-06-18 15:48:03,264 - mmaction - INFO - Epoch [94][560/1879] lr: 2.000e-04, eta: 2:03:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.3223 2021-06-18 15:48:14,417 - mmaction - INFO - Epoch [94][580/1879] lr: 2.000e-04, eta: 2:03:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9465, loss_cls: 0.6581, loss: 0.6581, grad_norm: 5.1651 2021-06-18 15:48:25,579 - mmaction - INFO - Epoch [94][600/1879] lr: 2.000e-04, eta: 2:02:59, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9465, loss_cls: 0.6703, loss: 0.6703, grad_norm: 5.3205 2021-06-18 15:48:36,733 - mmaction - INFO - Epoch [94][620/1879] lr: 2.000e-04, eta: 2:02:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9449, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.3621 2021-06-18 15:48:47,857 - mmaction - INFO - Epoch [94][640/1879] lr: 2.000e-04, eta: 2:02:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9535, loss_cls: 0.6430, loss: 0.6430, grad_norm: 5.2260 2021-06-18 15:48:59,007 - mmaction - INFO - Epoch [94][660/1879] lr: 2.000e-04, eta: 2:02:24, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9469, loss_cls: 0.6595, loss: 0.6595, grad_norm: 5.3715 2021-06-18 15:49:10,168 - mmaction - INFO - Epoch [94][680/1879] lr: 2.000e-04, eta: 2:02:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9484, loss_cls: 0.6582, loss: 0.6582, grad_norm: 5.1749 2021-06-18 15:49:21,303 - mmaction - INFO - Epoch [94][700/1879] lr: 2.000e-04, eta: 2:02:00, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9355, loss_cls: 0.6844, loss: 0.6844, grad_norm: 5.3412 2021-06-18 15:49:32,456 - mmaction - INFO - Epoch [94][720/1879] lr: 2.000e-04, eta: 2:01:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9473, loss_cls: 0.6797, loss: 0.6797, grad_norm: 5.3076 2021-06-18 15:49:43,630 - mmaction - INFO - Epoch [94][740/1879] lr: 2.000e-04, eta: 2:01:37, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9418, loss_cls: 0.7007, loss: 0.7007, grad_norm: 5.3724 2021-06-18 15:49:54,784 - mmaction - INFO - Epoch [94][760/1879] lr: 2.000e-04, eta: 2:01:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9465, loss_cls: 0.6808, loss: 0.6808, grad_norm: 5.3921 2021-06-18 15:50:05,956 - mmaction - INFO - Epoch [94][780/1879] lr: 2.000e-04, eta: 2:01:13, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9395, loss_cls: 0.7115, loss: 0.7115, grad_norm: 5.4295 2021-06-18 15:50:17,109 - mmaction - INFO - Epoch [94][800/1879] lr: 2.000e-04, eta: 2:01:01, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9434, loss_cls: 0.6907, loss: 0.6907, grad_norm: 5.4396 2021-06-18 15:50:28,265 - mmaction - INFO - Epoch [94][820/1879] lr: 2.000e-04, eta: 2:00:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9496, loss_cls: 0.6677, loss: 0.6677, grad_norm: 5.3118 2021-06-18 15:50:39,419 - mmaction - INFO - Epoch [94][840/1879] lr: 2.000e-04, eta: 2:00:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9359, loss_cls: 0.7345, loss: 0.7345, grad_norm: 5.4892 2021-06-18 15:50:50,588 - mmaction - INFO - Epoch [94][860/1879] lr: 2.000e-04, eta: 2:00:26, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8109, top5_acc: 0.9387, loss_cls: 0.7193, loss: 0.7193, grad_norm: 5.4272 2021-06-18 15:51:01,735 - mmaction - INFO - Epoch [94][880/1879] lr: 2.000e-04, eta: 2:00:14, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9477, loss_cls: 0.6676, loss: 0.6676, grad_norm: 5.2609 2021-06-18 15:51:12,901 - mmaction - INFO - Epoch [94][900/1879] lr: 2.000e-04, eta: 2:00:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9391, loss_cls: 0.6892, loss: 0.6892, grad_norm: 5.3637 2021-06-18 15:51:24,069 - mmaction - INFO - Epoch [94][920/1879] lr: 2.000e-04, eta: 1:59:50, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9406, loss_cls: 0.6664, loss: 0.6664, grad_norm: 5.2258 2021-06-18 15:51:35,221 - mmaction - INFO - Epoch [94][940/1879] lr: 2.000e-04, eta: 1:59:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9406, loss_cls: 0.6506, loss: 0.6506, grad_norm: 5.1309 2021-06-18 15:51:46,331 - mmaction - INFO - Epoch [94][960/1879] lr: 2.000e-04, eta: 1:59:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9437, loss_cls: 0.6792, loss: 0.6792, grad_norm: 5.3306 2021-06-18 15:51:57,465 - mmaction - INFO - Epoch [94][980/1879] lr: 2.000e-04, eta: 1:59:15, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9434, loss_cls: 0.6864, loss: 0.6864, grad_norm: 5.3716 2021-06-18 15:52:08,621 - mmaction - INFO - Epoch [94][1000/1879] lr: 2.000e-04, eta: 1:59:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9484, loss_cls: 0.6641, loss: 0.6641, grad_norm: 5.3115 2021-06-18 15:52:19,775 - mmaction - INFO - Epoch [94][1020/1879] lr: 2.000e-04, eta: 1:58:51, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9441, loss_cls: 0.7046, loss: 0.7046, grad_norm: 5.4272 2021-06-18 15:52:30,926 - mmaction - INFO - Epoch [94][1040/1879] lr: 2.000e-04, eta: 1:58:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9410, loss_cls: 0.6853, loss: 0.6853, grad_norm: 5.3052 2021-06-18 15:52:42,068 - mmaction - INFO - Epoch [94][1060/1879] lr: 2.000e-04, eta: 1:58:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9449, loss_cls: 0.6573, loss: 0.6573, grad_norm: 5.1659 2021-06-18 15:52:53,205 - mmaction - INFO - Epoch [94][1080/1879] lr: 2.000e-04, eta: 1:58:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6858, loss: 0.6858, grad_norm: 5.3792 2021-06-18 15:53:04,362 - mmaction - INFO - Epoch [94][1100/1879] lr: 2.000e-04, eta: 1:58:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9430, loss_cls: 0.6433, loss: 0.6433, grad_norm: 5.1326 2021-06-18 15:53:15,506 - mmaction - INFO - Epoch [94][1120/1879] lr: 2.000e-04, eta: 1:57:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6141, loss: 0.6141, grad_norm: 5.1181 2021-06-18 15:53:26,666 - mmaction - INFO - Epoch [94][1140/1879] lr: 2.000e-04, eta: 1:57:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9426, loss_cls: 0.6930, loss: 0.6930, grad_norm: 5.4825 2021-06-18 15:53:37,819 - mmaction - INFO - Epoch [94][1160/1879] lr: 2.000e-04, eta: 1:57:29, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9488, loss_cls: 0.6781, loss: 0.6781, grad_norm: 5.2562 2021-06-18 15:53:48,980 - mmaction - INFO - Epoch [94][1180/1879] lr: 2.000e-04, eta: 1:57:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9465, loss_cls: 0.6631, loss: 0.6631, grad_norm: 5.2414 2021-06-18 15:54:00,125 - mmaction - INFO - Epoch [94][1200/1879] lr: 2.000e-04, eta: 1:57:05, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9477, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.3018 2021-06-18 15:54:11,292 - mmaction - INFO - Epoch [94][1220/1879] lr: 2.000e-04, eta: 1:56:53, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9480, loss_cls: 0.6787, loss: 0.6787, grad_norm: 5.2988 2021-06-18 15:54:22,427 - mmaction - INFO - Epoch [94][1240/1879] lr: 2.000e-04, eta: 1:56:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9328, loss_cls: 0.7343, loss: 0.7343, grad_norm: 5.5123 2021-06-18 15:54:33,594 - mmaction - INFO - Epoch [94][1260/1879] lr: 2.000e-04, eta: 1:56:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9418, loss_cls: 0.7104, loss: 0.7104, grad_norm: 5.5130 2021-06-18 15:54:44,727 - mmaction - INFO - Epoch [94][1280/1879] lr: 2.000e-04, eta: 1:56:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9469, loss_cls: 0.6577, loss: 0.6577, grad_norm: 5.2606 2021-06-18 15:54:55,871 - mmaction - INFO - Epoch [94][1300/1879] lr: 2.000e-04, eta: 1:56:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9496, loss_cls: 0.6427, loss: 0.6427, grad_norm: 5.2456 2021-06-18 15:55:07,036 - mmaction - INFO - Epoch [94][1320/1879] lr: 2.000e-04, eta: 1:55:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9410, loss_cls: 0.6926, loss: 0.6926, grad_norm: 5.3795 2021-06-18 15:55:18,199 - mmaction - INFO - Epoch [94][1340/1879] lr: 2.000e-04, eta: 1:55:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9410, loss_cls: 0.7018, loss: 0.7018, grad_norm: 5.4383 2021-06-18 15:55:29,367 - mmaction - INFO - Epoch [94][1360/1879] lr: 2.000e-04, eta: 1:55:31, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9508, loss_cls: 0.6531, loss: 0.6531, grad_norm: 5.2336 2021-06-18 15:55:40,508 - mmaction - INFO - Epoch [94][1380/1879] lr: 2.000e-04, eta: 1:55:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9496, loss_cls: 0.6533, loss: 0.6533, grad_norm: 5.2878 2021-06-18 15:55:51,636 - mmaction - INFO - Epoch [94][1400/1879] lr: 2.000e-04, eta: 1:55:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9461, loss_cls: 0.6914, loss: 0.6914, grad_norm: 5.4148 2021-06-18 15:56:02,796 - mmaction - INFO - Epoch [94][1420/1879] lr: 2.000e-04, eta: 1:54:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9371, loss_cls: 0.7373, loss: 0.7373, grad_norm: 5.5431 2021-06-18 15:56:13,913 - mmaction - INFO - Epoch [94][1440/1879] lr: 2.000e-04, eta: 1:54:44, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9500, loss_cls: 0.6649, loss: 0.6649, grad_norm: 5.2580 2021-06-18 15:56:25,077 - mmaction - INFO - Epoch [94][1460/1879] lr: 2.000e-04, eta: 1:54:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.7034, loss: 0.7034, grad_norm: 5.4654 2021-06-18 15:56:36,233 - mmaction - INFO - Epoch [94][1480/1879] lr: 2.000e-04, eta: 1:54:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9410, loss_cls: 0.6860, loss: 0.6860, grad_norm: 5.2839 2021-06-18 15:56:47,384 - mmaction - INFO - Epoch [94][1500/1879] lr: 2.000e-04, eta: 1:54:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9437, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.3293 2021-06-18 15:56:58,528 - mmaction - INFO - Epoch [94][1520/1879] lr: 2.000e-04, eta: 1:53:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9426, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.2720 2021-06-18 15:57:09,694 - mmaction - INFO - Epoch [94][1540/1879] lr: 2.000e-04, eta: 1:53:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9422, loss_cls: 0.6830, loss: 0.6830, grad_norm: 5.3191 2021-06-18 15:57:20,816 - mmaction - INFO - Epoch [94][1560/1879] lr: 2.000e-04, eta: 1:53:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8426, top5_acc: 0.9551, loss_cls: 0.6195, loss: 0.6195, grad_norm: 5.2172 2021-06-18 15:57:31,982 - mmaction - INFO - Epoch [94][1580/1879] lr: 2.000e-04, eta: 1:53:21, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9453, loss_cls: 0.6527, loss: 0.6527, grad_norm: 5.1383 2021-06-18 15:57:43,114 - mmaction - INFO - Epoch [94][1600/1879] lr: 2.000e-04, eta: 1:53:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9437, loss_cls: 0.6818, loss: 0.6818, grad_norm: 5.3364 2021-06-18 15:57:54,269 - mmaction - INFO - Epoch [94][1620/1879] lr: 2.000e-04, eta: 1:52:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9391, loss_cls: 0.7056, loss: 0.7056, grad_norm: 5.4446 2021-06-18 15:58:05,422 - mmaction - INFO - Epoch [94][1640/1879] lr: 2.000e-04, eta: 1:52:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9426, loss_cls: 0.6562, loss: 0.6562, grad_norm: 5.2480 2021-06-18 15:58:16,583 - mmaction - INFO - Epoch [94][1660/1879] lr: 2.000e-04, eta: 1:52:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9484, loss_cls: 0.6820, loss: 0.6820, grad_norm: 5.4124 2021-06-18 15:58:27,748 - mmaction - INFO - Epoch [94][1680/1879] lr: 2.000e-04, eta: 1:52:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9457, loss_cls: 0.6699, loss: 0.6699, grad_norm: 5.2780 2021-06-18 15:58:38,882 - mmaction - INFO - Epoch [94][1700/1879] lr: 2.000e-04, eta: 1:52:10, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9570, loss_cls: 0.6243, loss: 0.6243, grad_norm: 5.1985 2021-06-18 15:58:50,052 - mmaction - INFO - Epoch [94][1720/1879] lr: 2.000e-04, eta: 1:51:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9473, loss_cls: 0.6681, loss: 0.6681, grad_norm: 5.3109 2021-06-18 15:59:01,213 - mmaction - INFO - Epoch [94][1740/1879] lr: 2.000e-04, eta: 1:51:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9484, loss_cls: 0.6696, loss: 0.6696, grad_norm: 5.3554 2021-06-18 15:59:12,357 - mmaction - INFO - Epoch [94][1760/1879] lr: 2.000e-04, eta: 1:51:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6905, loss: 0.6905, grad_norm: 5.4098 2021-06-18 15:59:23,503 - mmaction - INFO - Epoch [94][1780/1879] lr: 2.000e-04, eta: 1:51:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9422, loss_cls: 0.6750, loss: 0.6750, grad_norm: 5.2694 2021-06-18 15:59:34,643 - mmaction - INFO - Epoch [94][1800/1879] lr: 2.000e-04, eta: 1:51:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9504, loss_cls: 0.6468, loss: 0.6468, grad_norm: 5.1984 2021-06-18 15:59:45,800 - mmaction - INFO - Epoch [94][1820/1879] lr: 2.000e-04, eta: 1:51:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9543, loss_cls: 0.6277, loss: 0.6277, grad_norm: 5.1600 2021-06-18 15:59:56,964 - mmaction - INFO - Epoch [94][1840/1879] lr: 2.000e-04, eta: 1:50:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9480, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.2349 2021-06-18 16:00:08,127 - mmaction - INFO - Epoch [94][1860/1879] lr: 2.000e-04, eta: 1:50:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9437, loss_cls: 0.6726, loss: 0.6726, grad_norm: 5.3043 2021-06-18 16:01:52,521 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 16:01:53,393 - mmaction - INFO - top1_acc 0.7190 top5_acc 0.9003 2021-06-18 16:01:53,393 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 16:01:53,426 - mmaction - INFO - mean_acc 0.7189 2021-06-18 16:01:54,435 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_94.pth. 2021-06-18 16:01:54,436 - mmaction - INFO - Best top1_acc is 0.7190 at 94 epoch. 2021-06-18 16:01:54,445 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-06-18 16:01:55,324 - mmaction - INFO - Epoch(val) [94][104] top1_acc: 0.7190, top5_acc: 0.9003, mean_class_accuracy: 0.7189 2021-06-18 16:03:10,214 - mmaction - INFO - Epoch [95][20/1879] lr: 2.000e-04, eta: 1:50:16, time: 3.744, data_time: 3.079, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9363, loss_cls: 0.7064, loss: 0.7064, grad_norm: 5.5036 2021-06-18 16:03:21,379 - mmaction - INFO - Epoch [95][40/1879] lr: 2.000e-04, eta: 1:50:05, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9430, loss_cls: 0.6706, loss: 0.6706, grad_norm: 5.3005 2021-06-18 16:03:32,493 - mmaction - INFO - Epoch [95][60/1879] lr: 2.000e-04, eta: 1:49:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9523, loss_cls: 0.6366, loss: 0.6366, grad_norm: 5.2172 2021-06-18 16:03:43,621 - mmaction - INFO - Epoch [95][80/1879] lr: 2.000e-04, eta: 1:49:41, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9504, loss_cls: 0.6560, loss: 0.6560, grad_norm: 5.3065 2021-06-18 16:03:54,752 - mmaction - INFO - Epoch [95][100/1879] lr: 2.000e-04, eta: 1:49:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9437, loss_cls: 0.7045, loss: 0.7045, grad_norm: 5.3572 2021-06-18 16:04:05,895 - mmaction - INFO - Epoch [95][120/1879] lr: 2.000e-04, eta: 1:49:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9449, loss_cls: 0.6677, loss: 0.6677, grad_norm: 5.4187 2021-06-18 16:04:17,013 - mmaction - INFO - Epoch [95][140/1879] lr: 2.000e-04, eta: 1:49:06, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9457, loss_cls: 0.6779, loss: 0.6779, grad_norm: 5.3338 2021-06-18 16:04:28,146 - mmaction - INFO - Epoch [95][160/1879] lr: 2.000e-04, eta: 1:48:54, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8410, top5_acc: 0.9527, loss_cls: 0.6033, loss: 0.6033, grad_norm: 5.0100 2021-06-18 16:04:39,285 - mmaction - INFO - Epoch [95][180/1879] lr: 2.000e-04, eta: 1:48:42, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9539, loss_cls: 0.6544, loss: 0.6544, grad_norm: 5.1805 2021-06-18 16:04:50,442 - mmaction - INFO - Epoch [95][200/1879] lr: 2.000e-04, eta: 1:48:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9559, loss_cls: 0.6249, loss: 0.6249, grad_norm: 5.1470 2021-06-18 16:05:01,968 - mmaction - INFO - Epoch [95][220/1879] lr: 2.000e-04, eta: 1:48:18, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9473, loss_cls: 0.6601, loss: 0.6601, grad_norm: 5.3493 2021-06-18 16:05:13,241 - mmaction - INFO - Epoch [95][240/1879] lr: 2.000e-04, eta: 1:48:07, time: 0.582, data_time: 0.020, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9516, loss_cls: 0.6480, loss: 0.6480, grad_norm: 5.2140 2021-06-18 16:05:24,400 - mmaction - INFO - Epoch [95][260/1879] lr: 2.000e-04, eta: 1:47:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9457, loss_cls: 0.6603, loss: 0.6603, grad_norm: 5.2240 2021-06-18 16:05:35,539 - mmaction - INFO - Epoch [95][280/1879] lr: 2.000e-04, eta: 1:47:43, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9520, loss_cls: 0.6412, loss: 0.6412, grad_norm: 5.2649 2021-06-18 16:05:46,690 - mmaction - INFO - Epoch [95][300/1879] lr: 2.000e-04, eta: 1:47:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9531, loss_cls: 0.6588, loss: 0.6588, grad_norm: 5.3246 2021-06-18 16:05:57,838 - mmaction - INFO - Epoch [95][320/1879] lr: 2.000e-04, eta: 1:47:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9422, loss_cls: 0.6989, loss: 0.6989, grad_norm: 5.3992 2021-06-18 16:06:08,969 - mmaction - INFO - Epoch [95][340/1879] lr: 2.000e-04, eta: 1:47:08, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9473, loss_cls: 0.6588, loss: 0.6588, grad_norm: 5.2782 2021-06-18 16:06:20,105 - mmaction - INFO - Epoch [95][360/1879] lr: 2.000e-04, eta: 1:46:56, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9449, loss_cls: 0.6896, loss: 0.6896, grad_norm: 5.4401 2021-06-18 16:06:31,266 - mmaction - INFO - Epoch [95][380/1879] lr: 2.000e-04, eta: 1:46:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9426, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.2785 2021-06-18 16:06:42,421 - mmaction - INFO - Epoch [95][400/1879] lr: 2.000e-04, eta: 1:46:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9469, loss_cls: 0.6754, loss: 0.6754, grad_norm: 5.2732 2021-06-18 16:06:53,542 - mmaction - INFO - Epoch [95][420/1879] lr: 2.000e-04, eta: 1:46:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9504, loss_cls: 0.6892, loss: 0.6892, grad_norm: 5.4135 2021-06-18 16:07:04,678 - mmaction - INFO - Epoch [95][440/1879] lr: 2.000e-04, eta: 1:46:09, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9520, loss_cls: 0.6695, loss: 0.6695, grad_norm: 5.2624 2021-06-18 16:07:15,796 - mmaction - INFO - Epoch [95][460/1879] lr: 2.000e-04, eta: 1:45:57, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9480, loss_cls: 0.6490, loss: 0.6490, grad_norm: 5.2584 2021-06-18 16:07:26,932 - mmaction - INFO - Epoch [95][480/1879] lr: 2.000e-04, eta: 1:45:45, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9395, loss_cls: 0.6788, loss: 0.6788, grad_norm: 5.3896 2021-06-18 16:07:38,074 - mmaction - INFO - Epoch [95][500/1879] lr: 2.000e-04, eta: 1:45:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9414, loss_cls: 0.7165, loss: 0.7165, grad_norm: 5.5150 2021-06-18 16:07:49,207 - mmaction - INFO - Epoch [95][520/1879] lr: 2.000e-04, eta: 1:45:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9477, loss_cls: 0.6652, loss: 0.6652, grad_norm: 5.2942 2021-06-18 16:08:00,375 - mmaction - INFO - Epoch [95][540/1879] lr: 2.000e-04, eta: 1:45:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9469, loss_cls: 0.7000, loss: 0.7000, grad_norm: 5.4983 2021-06-18 16:08:11,524 - mmaction - INFO - Epoch [95][560/1879] lr: 2.000e-04, eta: 1:44:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9371, loss_cls: 0.6855, loss: 0.6855, grad_norm: 5.4240 2021-06-18 16:08:22,662 - mmaction - INFO - Epoch [95][580/1879] lr: 2.000e-04, eta: 1:44:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9441, loss_cls: 0.6999, loss: 0.6999, grad_norm: 5.4549 2021-06-18 16:08:33,810 - mmaction - INFO - Epoch [95][600/1879] lr: 2.000e-04, eta: 1:44:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8426, top5_acc: 0.9484, loss_cls: 0.6469, loss: 0.6469, grad_norm: 5.2691 2021-06-18 16:08:44,943 - mmaction - INFO - Epoch [95][620/1879] lr: 2.000e-04, eta: 1:44:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9430, loss_cls: 0.6736, loss: 0.6736, grad_norm: 5.3488 2021-06-18 16:08:56,083 - mmaction - INFO - Epoch [95][640/1879] lr: 2.000e-04, eta: 1:44:11, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8414, top5_acc: 0.9504, loss_cls: 0.6124, loss: 0.6124, grad_norm: 5.1464 2021-06-18 16:09:07,242 - mmaction - INFO - Epoch [95][660/1879] lr: 2.000e-04, eta: 1:43:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9527, loss_cls: 0.6841, loss: 0.6841, grad_norm: 5.4172 2021-06-18 16:09:18,386 - mmaction - INFO - Epoch [95][680/1879] lr: 2.000e-04, eta: 1:43:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.3766 2021-06-18 16:09:29,504 - mmaction - INFO - Epoch [95][700/1879] lr: 2.000e-04, eta: 1:43:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9437, loss_cls: 0.6741, loss: 0.6741, grad_norm: 5.3557 2021-06-18 16:09:40,641 - mmaction - INFO - Epoch [95][720/1879] lr: 2.000e-04, eta: 1:43:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9539, loss_cls: 0.6435, loss: 0.6435, grad_norm: 5.3439 2021-06-18 16:09:51,799 - mmaction - INFO - Epoch [95][740/1879] lr: 2.000e-04, eta: 1:43:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9523, loss_cls: 0.6179, loss: 0.6179, grad_norm: 5.0203 2021-06-18 16:10:02,953 - mmaction - INFO - Epoch [95][760/1879] lr: 2.000e-04, eta: 1:43:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9449, loss_cls: 0.6645, loss: 0.6645, grad_norm: 5.2276 2021-06-18 16:10:14,091 - mmaction - INFO - Epoch [95][780/1879] lr: 2.000e-04, eta: 1:42:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9359, loss_cls: 0.7249, loss: 0.7249, grad_norm: 5.5304 2021-06-18 16:10:25,192 - mmaction - INFO - Epoch [95][800/1879] lr: 2.000e-04, eta: 1:42:36, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9473, loss_cls: 0.6768, loss: 0.6768, grad_norm: 5.2937 2021-06-18 16:10:36,341 - mmaction - INFO - Epoch [95][820/1879] lr: 2.000e-04, eta: 1:42:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9434, loss_cls: 0.6785, loss: 0.6785, grad_norm: 5.4146 2021-06-18 16:10:47,510 - mmaction - INFO - Epoch [95][840/1879] lr: 2.000e-04, eta: 1:42:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9430, loss_cls: 0.6909, loss: 0.6909, grad_norm: 5.4287 2021-06-18 16:10:58,652 - mmaction - INFO - Epoch [95][860/1879] lr: 2.000e-04, eta: 1:42:01, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9473, loss_cls: 0.6675, loss: 0.6675, grad_norm: 5.1850 2021-06-18 16:11:09,794 - mmaction - INFO - Epoch [95][880/1879] lr: 2.000e-04, eta: 1:41:49, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9422, loss_cls: 0.6758, loss: 0.6758, grad_norm: 5.3084 2021-06-18 16:11:20,939 - mmaction - INFO - Epoch [95][900/1879] lr: 2.000e-04, eta: 1:41:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9473, loss_cls: 0.6880, loss: 0.6880, grad_norm: 5.3343 2021-06-18 16:11:32,104 - mmaction - INFO - Epoch [95][920/1879] lr: 2.000e-04, eta: 1:41:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6762, loss: 0.6762, grad_norm: 5.4882 2021-06-18 16:11:43,260 - mmaction - INFO - Epoch [95][940/1879] lr: 2.000e-04, eta: 1:41:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9469, loss_cls: 0.6626, loss: 0.6626, grad_norm: 5.2929 2021-06-18 16:11:54,416 - mmaction - INFO - Epoch [95][960/1879] lr: 2.000e-04, eta: 1:41:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9430, loss_cls: 0.7060, loss: 0.7060, grad_norm: 5.4650 2021-06-18 16:12:05,567 - mmaction - INFO - Epoch [95][980/1879] lr: 2.000e-04, eta: 1:40:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9500, loss_cls: 0.6400, loss: 0.6400, grad_norm: 5.2586 2021-06-18 16:12:16,721 - mmaction - INFO - Epoch [95][1000/1879] lr: 2.000e-04, eta: 1:40:39, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9383, loss_cls: 0.6796, loss: 0.6796, grad_norm: 5.2705 2021-06-18 16:12:27,869 - mmaction - INFO - Epoch [95][1020/1879] lr: 2.000e-04, eta: 1:40:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9457, loss_cls: 0.6672, loss: 0.6672, grad_norm: 5.3457 2021-06-18 16:12:39,002 - mmaction - INFO - Epoch [95][1040/1879] lr: 2.000e-04, eta: 1:40:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9434, loss_cls: 0.6787, loss: 0.6787, grad_norm: 5.3462 2021-06-18 16:12:50,151 - mmaction - INFO - Epoch [95][1060/1879] lr: 2.000e-04, eta: 1:40:03, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9465, loss_cls: 0.6806, loss: 0.6806, grad_norm: 5.4265 2021-06-18 16:13:01,298 - mmaction - INFO - Epoch [95][1080/1879] lr: 2.000e-04, eta: 1:39:51, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9453, loss_cls: 0.6687, loss: 0.6687, grad_norm: 5.2893 2021-06-18 16:13:12,449 - mmaction - INFO - Epoch [95][1100/1879] lr: 2.000e-04, eta: 1:39:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9477, loss_cls: 0.6590, loss: 0.6590, grad_norm: 5.3377 2021-06-18 16:13:23,592 - mmaction - INFO - Epoch [95][1120/1879] lr: 2.000e-04, eta: 1:39:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9496, loss_cls: 0.6682, loss: 0.6682, grad_norm: 5.3459 2021-06-18 16:13:34,745 - mmaction - INFO - Epoch [95][1140/1879] lr: 2.000e-04, eta: 1:39:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8387, top5_acc: 0.9523, loss_cls: 0.6397, loss: 0.6397, grad_norm: 5.2616 2021-06-18 16:13:45,901 - mmaction - INFO - Epoch [95][1160/1879] lr: 2.000e-04, eta: 1:39:04, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9445, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.4554 2021-06-18 16:13:57,056 - mmaction - INFO - Epoch [95][1180/1879] lr: 2.000e-04, eta: 1:38:52, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9453, loss_cls: 0.6711, loss: 0.6711, grad_norm: 5.3231 2021-06-18 16:14:08,192 - mmaction - INFO - Epoch [95][1200/1879] lr: 2.000e-04, eta: 1:38:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9523, loss_cls: 0.6473, loss: 0.6473, grad_norm: 5.2390 2021-06-18 16:14:19,333 - mmaction - INFO - Epoch [95][1220/1879] lr: 2.000e-04, eta: 1:38:29, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9410, loss_cls: 0.7239, loss: 0.7239, grad_norm: 5.5354 2021-06-18 16:14:30,470 - mmaction - INFO - Epoch [95][1240/1879] lr: 2.000e-04, eta: 1:38:17, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9387, loss_cls: 0.6954, loss: 0.6954, grad_norm: 5.2162 2021-06-18 16:14:41,620 - mmaction - INFO - Epoch [95][1260/1879] lr: 2.000e-04, eta: 1:38:05, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9430, loss_cls: 0.6815, loss: 0.6815, grad_norm: 5.2759 2021-06-18 16:14:52,780 - mmaction - INFO - Epoch [95][1280/1879] lr: 2.000e-04, eta: 1:37:53, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9504, loss_cls: 0.6714, loss: 0.6714, grad_norm: 5.4013 2021-06-18 16:15:03,934 - mmaction - INFO - Epoch [95][1300/1879] lr: 2.000e-04, eta: 1:37:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9473, loss_cls: 0.6632, loss: 0.6632, grad_norm: 5.2089 2021-06-18 16:15:15,068 - mmaction - INFO - Epoch [95][1320/1879] lr: 2.000e-04, eta: 1:37:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9449, loss_cls: 0.6966, loss: 0.6966, grad_norm: 5.4795 2021-06-18 16:15:26,213 - mmaction - INFO - Epoch [95][1340/1879] lr: 2.000e-04, eta: 1:37:18, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9488, loss_cls: 0.6870, loss: 0.6870, grad_norm: 5.3890 2021-06-18 16:15:37,375 - mmaction - INFO - Epoch [95][1360/1879] lr: 2.000e-04, eta: 1:37:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9461, loss_cls: 0.6558, loss: 0.6558, grad_norm: 5.2472 2021-06-18 16:15:48,540 - mmaction - INFO - Epoch [95][1380/1879] lr: 2.000e-04, eta: 1:36:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9516, loss_cls: 0.6276, loss: 0.6276, grad_norm: 5.1210 2021-06-18 16:15:59,665 - mmaction - INFO - Epoch [95][1400/1879] lr: 2.000e-04, eta: 1:36:43, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9496, loss_cls: 0.6499, loss: 0.6499, grad_norm: 5.2459 2021-06-18 16:16:10,830 - mmaction - INFO - Epoch [95][1420/1879] lr: 2.000e-04, eta: 1:36:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9449, loss_cls: 0.7012, loss: 0.7012, grad_norm: 5.4312 2021-06-18 16:16:21,962 - mmaction - INFO - Epoch [95][1440/1879] lr: 2.000e-04, eta: 1:36:19, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9496, loss_cls: 0.6568, loss: 0.6568, grad_norm: 5.2786 2021-06-18 16:16:33,129 - mmaction - INFO - Epoch [95][1460/1879] lr: 2.000e-04, eta: 1:36:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9465, loss_cls: 0.6683, loss: 0.6683, grad_norm: 5.3753 2021-06-18 16:16:44,286 - mmaction - INFO - Epoch [95][1480/1879] lr: 2.000e-04, eta: 1:35:56, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8531, top5_acc: 0.9574, loss_cls: 0.5995, loss: 0.5995, grad_norm: 5.0907 2021-06-18 16:16:55,451 - mmaction - INFO - Epoch [95][1500/1879] lr: 2.000e-04, eta: 1:35:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9477, loss_cls: 0.6770, loss: 0.6770, grad_norm: 5.4428 2021-06-18 16:17:06,629 - mmaction - INFO - Epoch [95][1520/1879] lr: 2.000e-04, eta: 1:35:32, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9504, loss_cls: 0.6637, loss: 0.6637, grad_norm: 5.3134 2021-06-18 16:17:17,767 - mmaction - INFO - Epoch [95][1540/1879] lr: 2.000e-04, eta: 1:35:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9418, loss_cls: 0.7088, loss: 0.7088, grad_norm: 5.5051 2021-06-18 16:17:28,915 - mmaction - INFO - Epoch [95][1560/1879] lr: 2.000e-04, eta: 1:35:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9484, loss_cls: 0.6867, loss: 0.6867, grad_norm: 5.3082 2021-06-18 16:17:40,053 - mmaction - INFO - Epoch [95][1580/1879] lr: 2.000e-04, eta: 1:34:57, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9418, loss_cls: 0.6417, loss: 0.6417, grad_norm: 5.0831 2021-06-18 16:17:51,182 - mmaction - INFO - Epoch [95][1600/1879] lr: 2.000e-04, eta: 1:34:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9410, loss_cls: 0.6942, loss: 0.6942, grad_norm: 5.4294 2021-06-18 16:18:02,326 - mmaction - INFO - Epoch [95][1620/1879] lr: 2.000e-04, eta: 1:34:33, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9480, loss_cls: 0.6811, loss: 0.6811, grad_norm: 5.4949 2021-06-18 16:18:13,477 - mmaction - INFO - Epoch [95][1640/1879] lr: 2.000e-04, eta: 1:34:21, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9563, loss_cls: 0.6411, loss: 0.6411, grad_norm: 5.2347 2021-06-18 16:18:24,603 - mmaction - INFO - Epoch [95][1660/1879] lr: 2.000e-04, eta: 1:34:09, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9465, loss_cls: 0.6686, loss: 0.6686, grad_norm: 5.4259 2021-06-18 16:18:35,748 - mmaction - INFO - Epoch [95][1680/1879] lr: 2.000e-04, eta: 1:33:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9457, loss_cls: 0.6650, loss: 0.6650, grad_norm: 5.3415 2021-06-18 16:18:46,917 - mmaction - INFO - Epoch [95][1700/1879] lr: 2.000e-04, eta: 1:33:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9457, loss_cls: 0.6549, loss: 0.6549, grad_norm: 5.2025 2021-06-18 16:18:58,074 - mmaction - INFO - Epoch [95][1720/1879] lr: 2.000e-04, eta: 1:33:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6722, loss: 0.6722, grad_norm: 5.4466 2021-06-18 16:19:09,224 - mmaction - INFO - Epoch [95][1740/1879] lr: 2.000e-04, eta: 1:33:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9484, loss_cls: 0.6877, loss: 0.6877, grad_norm: 5.5315 2021-06-18 16:19:20,354 - mmaction - INFO - Epoch [95][1760/1879] lr: 2.000e-04, eta: 1:33:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9398, loss_cls: 0.6903, loss: 0.6903, grad_norm: 5.3639 2021-06-18 16:19:31,500 - mmaction - INFO - Epoch [95][1780/1879] lr: 2.000e-04, eta: 1:32:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8379, top5_acc: 0.9465, loss_cls: 0.6414, loss: 0.6414, grad_norm: 5.1236 2021-06-18 16:19:42,645 - mmaction - INFO - Epoch [95][1800/1879] lr: 2.000e-04, eta: 1:32:47, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9426, loss_cls: 0.6920, loss: 0.6920, grad_norm: 5.3782 2021-06-18 16:19:53,817 - mmaction - INFO - Epoch [95][1820/1879] lr: 2.000e-04, eta: 1:32:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9480, loss_cls: 0.6759, loss: 0.6759, grad_norm: 5.3823 2021-06-18 16:20:04,963 - mmaction - INFO - Epoch [95][1840/1879] lr: 2.000e-04, eta: 1:32:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9449, loss_cls: 0.6780, loss: 0.6780, grad_norm: 5.3192 2021-06-18 16:20:16,140 - mmaction - INFO - Epoch [95][1860/1879] lr: 2.000e-04, eta: 1:32:12, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9387, loss_cls: 0.7165, loss: 0.7165, grad_norm: 5.4634 2021-06-18 16:22:02,046 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 16:22:02,924 - mmaction - INFO - top1_acc 0.7167 top5_acc 0.8988 2021-06-18 16:22:02,924 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 16:22:02,958 - mmaction - INFO - mean_acc 0.7166 2021-06-18 16:22:02,966 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-06-18 16:22:03,486 - mmaction - INFO - Epoch(val) [95][104] top1_acc: 0.7167, top5_acc: 0.8988, mean_class_accuracy: 0.7166 2021-06-18 16:23:16,744 - mmaction - INFO - Epoch [96][20/1879] lr: 2.000e-04, eta: 1:31:51, time: 3.662, data_time: 3.060, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9445, loss_cls: 0.6786, loss: 0.6786, grad_norm: 5.5047 2021-06-18 16:23:27,880 - mmaction - INFO - Epoch [96][40/1879] lr: 2.000e-04, eta: 1:31:40, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9520, loss_cls: 0.6306, loss: 0.6306, grad_norm: 5.0294 2021-06-18 16:23:38,987 - mmaction - INFO - Epoch [96][60/1879] lr: 2.000e-04, eta: 1:31:28, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9457, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.2777 2021-06-18 16:23:50,139 - mmaction - INFO - Epoch [96][80/1879] lr: 2.000e-04, eta: 1:31:16, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9535, loss_cls: 0.6141, loss: 0.6141, grad_norm: 5.0704 2021-06-18 16:24:01,288 - mmaction - INFO - Epoch [96][100/1879] lr: 2.000e-04, eta: 1:31:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9480, loss_cls: 0.6654, loss: 0.6654, grad_norm: 5.3284 2021-06-18 16:24:12,417 - mmaction - INFO - Epoch [96][120/1879] lr: 2.000e-04, eta: 1:30:52, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9355, loss_cls: 0.7075, loss: 0.7075, grad_norm: 5.3696 2021-06-18 16:24:23,547 - mmaction - INFO - Epoch [96][140/1879] lr: 2.000e-04, eta: 1:30:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9477, loss_cls: 0.6840, loss: 0.6840, grad_norm: 5.4749 2021-06-18 16:24:34,688 - mmaction - INFO - Epoch [96][160/1879] lr: 2.000e-04, eta: 1:30:29, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9496, loss_cls: 0.6369, loss: 0.6369, grad_norm: 5.2538 2021-06-18 16:24:45,823 - mmaction - INFO - Epoch [96][180/1879] lr: 2.000e-04, eta: 1:30:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9492, loss_cls: 0.6498, loss: 0.6498, grad_norm: 5.2263 2021-06-18 16:24:56,974 - mmaction - INFO - Epoch [96][200/1879] lr: 2.000e-04, eta: 1:30:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9422, loss_cls: 0.6842, loss: 0.6842, grad_norm: 5.3339 2021-06-18 16:25:08,756 - mmaction - INFO - Epoch [96][220/1879] lr: 2.000e-04, eta: 1:29:53, time: 0.590, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9391, loss_cls: 0.7016, loss: 0.7016, grad_norm: 5.3791 2021-06-18 16:25:19,893 - mmaction - INFO - Epoch [96][240/1879] lr: 2.000e-04, eta: 1:29:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8367, top5_acc: 0.9504, loss_cls: 0.6426, loss: 0.6426, grad_norm: 5.1612 2021-06-18 16:25:31,024 - mmaction - INFO - Epoch [96][260/1879] lr: 2.000e-04, eta: 1:29:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9449, loss_cls: 0.6921, loss: 0.6921, grad_norm: 5.5388 2021-06-18 16:25:42,212 - mmaction - INFO - Epoch [96][280/1879] lr: 2.000e-04, eta: 1:29:18, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6662, loss: 0.6662, grad_norm: 5.4304 2021-06-18 16:25:53,353 - mmaction - INFO - Epoch [96][300/1879] lr: 2.000e-04, eta: 1:29:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9461, loss_cls: 0.6719, loss: 0.6719, grad_norm: 5.3904 2021-06-18 16:26:04,500 - mmaction - INFO - Epoch [96][320/1879] lr: 2.000e-04, eta: 1:28:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9469, loss_cls: 0.6487, loss: 0.6487, grad_norm: 5.3568 2021-06-18 16:26:15,635 - mmaction - INFO - Epoch [96][340/1879] lr: 2.000e-04, eta: 1:28:43, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9484, loss_cls: 0.6753, loss: 0.6753, grad_norm: 5.2011 2021-06-18 16:26:26,780 - mmaction - INFO - Epoch [96][360/1879] lr: 2.000e-04, eta: 1:28:31, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9473, loss_cls: 0.6773, loss: 0.6773, grad_norm: 5.4763 2021-06-18 16:26:37,938 - mmaction - INFO - Epoch [96][380/1879] lr: 2.000e-04, eta: 1:28:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9410, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.2047 2021-06-18 16:26:49,102 - mmaction - INFO - Epoch [96][400/1879] lr: 2.000e-04, eta: 1:28:07, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9453, loss_cls: 0.6879, loss: 0.6879, grad_norm: 5.4283 2021-06-18 16:27:00,234 - mmaction - INFO - Epoch [96][420/1879] lr: 2.000e-04, eta: 1:27:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9500, loss_cls: 0.6560, loss: 0.6560, grad_norm: 5.3157 2021-06-18 16:27:11,392 - mmaction - INFO - Epoch [96][440/1879] lr: 2.000e-04, eta: 1:27:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9414, loss_cls: 0.7264, loss: 0.7264, grad_norm: 5.4519 2021-06-18 16:27:22,522 - mmaction - INFO - Epoch [96][460/1879] lr: 2.000e-04, eta: 1:27:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9422, loss_cls: 0.7071, loss: 0.7071, grad_norm: 5.4161 2021-06-18 16:27:33,679 - mmaction - INFO - Epoch [96][480/1879] lr: 2.000e-04, eta: 1:27:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9512, loss_cls: 0.6426, loss: 0.6426, grad_norm: 5.3117 2021-06-18 16:27:44,818 - mmaction - INFO - Epoch [96][500/1879] lr: 2.000e-04, eta: 1:27:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9469, loss_cls: 0.6830, loss: 0.6830, grad_norm: 5.4456 2021-06-18 16:27:55,974 - mmaction - INFO - Epoch [96][520/1879] lr: 2.000e-04, eta: 1:26:57, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9426, loss_cls: 0.6838, loss: 0.6838, grad_norm: 5.4077 2021-06-18 16:28:07,120 - mmaction - INFO - Epoch [96][540/1879] lr: 2.000e-04, eta: 1:26:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8070, top5_acc: 0.9383, loss_cls: 0.7338, loss: 0.7338, grad_norm: 5.5276 2021-06-18 16:28:18,264 - mmaction - INFO - Epoch [96][560/1879] lr: 2.000e-04, eta: 1:26:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9441, loss_cls: 0.6515, loss: 0.6515, grad_norm: 5.2935 2021-06-18 16:28:29,391 - mmaction - INFO - Epoch [96][580/1879] lr: 2.000e-04, eta: 1:26:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9480, loss_cls: 0.6759, loss: 0.6759, grad_norm: 5.4098 2021-06-18 16:28:40,539 - mmaction - INFO - Epoch [96][600/1879] lr: 2.000e-04, eta: 1:26:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8074, top5_acc: 0.9426, loss_cls: 0.7218, loss: 0.7218, grad_norm: 5.5934 2021-06-18 16:28:51,697 - mmaction - INFO - Epoch [96][620/1879] lr: 2.000e-04, eta: 1:25:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9473, loss_cls: 0.6678, loss: 0.6678, grad_norm: 5.3284 2021-06-18 16:29:02,854 - mmaction - INFO - Epoch [96][640/1879] lr: 2.000e-04, eta: 1:25:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9430, loss_cls: 0.7035, loss: 0.7035, grad_norm: 5.4514 2021-06-18 16:29:14,014 - mmaction - INFO - Epoch [96][660/1879] lr: 2.000e-04, eta: 1:25:34, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9469, loss_cls: 0.6664, loss: 0.6664, grad_norm: 5.2790 2021-06-18 16:29:25,188 - mmaction - INFO - Epoch [96][680/1879] lr: 2.000e-04, eta: 1:25:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9535, loss_cls: 0.6586, loss: 0.6586, grad_norm: 5.3811 2021-06-18 16:29:36,321 - mmaction - INFO - Epoch [96][700/1879] lr: 2.000e-04, eta: 1:25:11, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8426, top5_acc: 0.9461, loss_cls: 0.6293, loss: 0.6293, grad_norm: 5.2434 2021-06-18 16:29:47,480 - mmaction - INFO - Epoch [96][720/1879] lr: 2.000e-04, eta: 1:24:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9473, loss_cls: 0.6815, loss: 0.6815, grad_norm: 5.4539 2021-06-18 16:29:58,647 - mmaction - INFO - Epoch [96][740/1879] lr: 2.000e-04, eta: 1:24:47, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9449, loss_cls: 0.6790, loss: 0.6790, grad_norm: 5.3503 2021-06-18 16:30:09,799 - mmaction - INFO - Epoch [96][760/1879] lr: 2.000e-04, eta: 1:24:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9379, loss_cls: 0.7349, loss: 0.7349, grad_norm: 5.5473 2021-06-18 16:30:20,935 - mmaction - INFO - Epoch [96][780/1879] lr: 2.000e-04, eta: 1:24:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9500, loss_cls: 0.6770, loss: 0.6770, grad_norm: 5.4492 2021-06-18 16:30:32,076 - mmaction - INFO - Epoch [96][800/1879] lr: 2.000e-04, eta: 1:24:12, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6550, loss: 0.6550, grad_norm: 5.2324 2021-06-18 16:30:43,223 - mmaction - INFO - Epoch [96][820/1879] lr: 2.000e-04, eta: 1:24:00, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9457, loss_cls: 0.6862, loss: 0.6862, grad_norm: 5.4247 2021-06-18 16:30:54,375 - mmaction - INFO - Epoch [96][840/1879] lr: 2.000e-04, eta: 1:23:48, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9488, loss_cls: 0.6519, loss: 0.6519, grad_norm: 5.2685 2021-06-18 16:31:05,525 - mmaction - INFO - Epoch [96][860/1879] lr: 2.000e-04, eta: 1:23:36, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9426, loss_cls: 0.6997, loss: 0.6997, grad_norm: 5.4612 2021-06-18 16:31:16,677 - mmaction - INFO - Epoch [96][880/1879] lr: 2.000e-04, eta: 1:23:25, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9449, loss_cls: 0.6955, loss: 0.6955, grad_norm: 5.3777 2021-06-18 16:31:27,831 - mmaction - INFO - Epoch [96][900/1879] lr: 2.000e-04, eta: 1:23:13, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9496, loss_cls: 0.6596, loss: 0.6596, grad_norm: 5.3793 2021-06-18 16:31:38,982 - mmaction - INFO - Epoch [96][920/1879] lr: 2.000e-04, eta: 1:23:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9449, loss_cls: 0.6549, loss: 0.6549, grad_norm: 5.0815 2021-06-18 16:31:50,141 - mmaction - INFO - Epoch [96][940/1879] lr: 2.000e-04, eta: 1:22:49, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9520, loss_cls: 0.6304, loss: 0.6304, grad_norm: 5.1738 2021-06-18 16:32:01,306 - mmaction - INFO - Epoch [96][960/1879] lr: 2.000e-04, eta: 1:22:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9387, loss_cls: 0.7007, loss: 0.7007, grad_norm: 5.5182 2021-06-18 16:32:12,481 - mmaction - INFO - Epoch [96][980/1879] lr: 2.000e-04, eta: 1:22:26, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9391, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.5278 2021-06-18 16:32:23,611 - mmaction - INFO - Epoch [96][1000/1879] lr: 2.000e-04, eta: 1:22:14, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9434, loss_cls: 0.6557, loss: 0.6557, grad_norm: 5.2034 2021-06-18 16:32:34,763 - mmaction - INFO - Epoch [96][1020/1879] lr: 2.000e-04, eta: 1:22:02, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9457, loss_cls: 0.6820, loss: 0.6820, grad_norm: 5.3808 2021-06-18 16:32:45,912 - mmaction - INFO - Epoch [96][1040/1879] lr: 2.000e-04, eta: 1:21:50, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9500, loss_cls: 0.6631, loss: 0.6631, grad_norm: 5.4025 2021-06-18 16:32:57,076 - mmaction - INFO - Epoch [96][1060/1879] lr: 2.000e-04, eta: 1:21:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9398, loss_cls: 0.7221, loss: 0.7221, grad_norm: 5.5666 2021-06-18 16:33:08,232 - mmaction - INFO - Epoch [96][1080/1879] lr: 2.000e-04, eta: 1:21:27, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9410, loss_cls: 0.6983, loss: 0.6983, grad_norm: 5.3866 2021-06-18 16:33:19,375 - mmaction - INFO - Epoch [96][1100/1879] lr: 2.000e-04, eta: 1:21:15, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9457, loss_cls: 0.6723, loss: 0.6723, grad_norm: 5.3462 2021-06-18 16:33:30,522 - mmaction - INFO - Epoch [96][1120/1879] lr: 2.000e-04, eta: 1:21:03, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9402, loss_cls: 0.6927, loss: 0.6927, grad_norm: 5.3716 2021-06-18 16:33:41,675 - mmaction - INFO - Epoch [96][1140/1879] lr: 2.000e-04, eta: 1:20:51, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9488, loss_cls: 0.6470, loss: 0.6470, grad_norm: 5.2338 2021-06-18 16:33:52,845 - mmaction - INFO - Epoch [96][1160/1879] lr: 2.000e-04, eta: 1:20:40, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8410, top5_acc: 0.9527, loss_cls: 0.6419, loss: 0.6419, grad_norm: 5.3313 2021-06-18 16:34:04,046 - mmaction - INFO - Epoch [96][1180/1879] lr: 2.000e-04, eta: 1:20:28, time: 0.561, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9449, loss_cls: 0.6538, loss: 0.6538, grad_norm: 5.2383 2021-06-18 16:34:15,151 - mmaction - INFO - Epoch [96][1200/1879] lr: 2.000e-04, eta: 1:20:16, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9465, loss_cls: 0.6615, loss: 0.6615, grad_norm: 5.2953 2021-06-18 16:34:26,292 - mmaction - INFO - Epoch [96][1220/1879] lr: 2.000e-04, eta: 1:20:04, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9414, loss_cls: 0.7063, loss: 0.7063, grad_norm: 5.5583 2021-06-18 16:34:37,425 - mmaction - INFO - Epoch [96][1240/1879] lr: 2.000e-04, eta: 1:19:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9422, loss_cls: 0.6761, loss: 0.6761, grad_norm: 5.2582 2021-06-18 16:34:48,572 - mmaction - INFO - Epoch [96][1260/1879] lr: 2.000e-04, eta: 1:19:41, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9406, loss_cls: 0.6970, loss: 0.6970, grad_norm: 5.2882 2021-06-18 16:34:59,722 - mmaction - INFO - Epoch [96][1280/1879] lr: 2.000e-04, eta: 1:19:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9449, loss_cls: 0.6812, loss: 0.6812, grad_norm: 5.2819 2021-06-18 16:35:10,885 - mmaction - INFO - Epoch [96][1300/1879] lr: 2.000e-04, eta: 1:19:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9461, loss_cls: 0.6808, loss: 0.6808, grad_norm: 5.3572 2021-06-18 16:35:22,086 - mmaction - INFO - Epoch [96][1320/1879] lr: 2.000e-04, eta: 1:19:05, time: 0.560, data_time: 0.001, memory: 7080, top1_acc: 0.8434, top5_acc: 0.9516, loss_cls: 0.6240, loss: 0.6240, grad_norm: 5.1598 2021-06-18 16:35:33,182 - mmaction - INFO - Epoch [96][1340/1879] lr: 2.000e-04, eta: 1:18:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9430, loss_cls: 0.7043, loss: 0.7043, grad_norm: 5.5337 2021-06-18 16:35:44,346 - mmaction - INFO - Epoch [96][1360/1879] lr: 2.000e-04, eta: 1:18:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9492, loss_cls: 0.6471, loss: 0.6471, grad_norm: 5.1312 2021-06-18 16:35:55,503 - mmaction - INFO - Epoch [96][1380/1879] lr: 2.000e-04, eta: 1:18:30, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9504, loss_cls: 0.6387, loss: 0.6387, grad_norm: 5.3448 2021-06-18 16:36:06,666 - mmaction - INFO - Epoch [96][1400/1879] lr: 2.000e-04, eta: 1:18:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9453, loss_cls: 0.6518, loss: 0.6518, grad_norm: 5.3402 2021-06-18 16:36:17,840 - mmaction - INFO - Epoch [96][1420/1879] lr: 2.000e-04, eta: 1:18:06, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9441, loss_cls: 0.6596, loss: 0.6596, grad_norm: 5.3007 2021-06-18 16:36:29,001 - mmaction - INFO - Epoch [96][1440/1879] lr: 2.000e-04, eta: 1:17:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9461, loss_cls: 0.6473, loss: 0.6473, grad_norm: 5.2228 2021-06-18 16:36:40,141 - mmaction - INFO - Epoch [96][1460/1879] lr: 2.000e-04, eta: 1:17:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8395, top5_acc: 0.9484, loss_cls: 0.6390, loss: 0.6390, grad_norm: 5.1919 2021-06-18 16:36:51,289 - mmaction - INFO - Epoch [96][1480/1879] lr: 2.000e-04, eta: 1:17:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9512, loss_cls: 0.6401, loss: 0.6401, grad_norm: 5.2194 2021-06-18 16:37:02,439 - mmaction - INFO - Epoch [96][1500/1879] lr: 2.000e-04, eta: 1:17:19, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9484, loss_cls: 0.6379, loss: 0.6379, grad_norm: 5.1590 2021-06-18 16:37:13,581 - mmaction - INFO - Epoch [96][1520/1879] lr: 2.000e-04, eta: 1:17:07, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9445, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.4039 2021-06-18 16:37:24,737 - mmaction - INFO - Epoch [96][1540/1879] lr: 2.000e-04, eta: 1:16:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9484, loss_cls: 0.6705, loss: 0.6705, grad_norm: 5.3471 2021-06-18 16:37:35,879 - mmaction - INFO - Epoch [96][1560/1879] lr: 2.000e-04, eta: 1:16:44, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9484, loss_cls: 0.6551, loss: 0.6551, grad_norm: 5.3027 2021-06-18 16:37:47,052 - mmaction - INFO - Epoch [96][1580/1879] lr: 2.000e-04, eta: 1:16:32, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9500, loss_cls: 0.6707, loss: 0.6707, grad_norm: 5.4109 2021-06-18 16:37:58,193 - mmaction - INFO - Epoch [96][1600/1879] lr: 2.000e-04, eta: 1:16:20, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9410, loss_cls: 0.6992, loss: 0.6992, grad_norm: 5.4210 2021-06-18 16:38:09,343 - mmaction - INFO - Epoch [96][1620/1879] lr: 2.000e-04, eta: 1:16:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9453, loss_cls: 0.6679, loss: 0.6679, grad_norm: 5.4137 2021-06-18 16:38:20,496 - mmaction - INFO - Epoch [96][1640/1879] lr: 2.000e-04, eta: 1:15:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9437, loss_cls: 0.6712, loss: 0.6712, grad_norm: 5.3381 2021-06-18 16:38:31,657 - mmaction - INFO - Epoch [96][1660/1879] lr: 2.000e-04, eta: 1:15:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9477, loss_cls: 0.6630, loss: 0.6630, grad_norm: 5.4156 2021-06-18 16:38:42,817 - mmaction - INFO - Epoch [96][1680/1879] lr: 2.000e-04, eta: 1:15:33, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9469, loss_cls: 0.6660, loss: 0.6660, grad_norm: 5.3229 2021-06-18 16:38:53,967 - mmaction - INFO - Epoch [96][1700/1879] lr: 2.000e-04, eta: 1:15:21, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8180, top5_acc: 0.9402, loss_cls: 0.6935, loss: 0.6935, grad_norm: 5.4785 2021-06-18 16:39:05,118 - mmaction - INFO - Epoch [96][1720/1879] lr: 2.000e-04, eta: 1:15:10, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9426, loss_cls: 0.7183, loss: 0.7183, grad_norm: 5.5461 2021-06-18 16:39:16,269 - mmaction - INFO - Epoch [96][1740/1879] lr: 2.000e-04, eta: 1:14:58, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9559, loss_cls: 0.6069, loss: 0.6069, grad_norm: 5.1468 2021-06-18 16:39:27,426 - mmaction - INFO - Epoch [96][1760/1879] lr: 2.000e-04, eta: 1:14:46, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9445, loss_cls: 0.6718, loss: 0.6718, grad_norm: 5.3319 2021-06-18 16:39:38,595 - mmaction - INFO - Epoch [96][1780/1879] lr: 2.000e-04, eta: 1:14:34, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9484, loss_cls: 0.6686, loss: 0.6686, grad_norm: 5.4179 2021-06-18 16:39:49,769 - mmaction - INFO - Epoch [96][1800/1879] lr: 2.000e-04, eta: 1:14:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9520, loss_cls: 0.6636, loss: 0.6636, grad_norm: 5.4356 2021-06-18 16:40:00,931 - mmaction - INFO - Epoch [96][1820/1879] lr: 2.000e-04, eta: 1:14:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9473, loss_cls: 0.6622, loss: 0.6622, grad_norm: 5.2599 2021-06-18 16:40:12,083 - mmaction - INFO - Epoch [96][1840/1879] lr: 2.000e-04, eta: 1:13:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9504, loss_cls: 0.6217, loss: 0.6217, grad_norm: 5.2611 2021-06-18 16:40:23,214 - mmaction - INFO - Epoch [96][1860/1879] lr: 2.000e-04, eta: 1:13:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9457, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.3957 2021-06-18 16:42:25,297 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 16:42:26,180 - mmaction - INFO - top1_acc 0.7190 top5_acc 0.8986 2021-06-18 16:42:26,180 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 16:42:26,213 - mmaction - INFO - mean_acc 0.7190 2021-06-18 16:42:26,222 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-06-18 16:42:26,881 - mmaction - INFO - Epoch(val) [96][104] top1_acc: 0.7190, top5_acc: 0.8986, mean_class_accuracy: 0.7190 2021-06-18 16:45:24,021 - mmaction - INFO - Epoch [97][20/1879] lr: 2.000e-04, eta: 1:13:31, time: 8.854, data_time: 8.264, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9406, loss_cls: 0.6840, loss: 0.6840, grad_norm: 5.3529 2021-06-18 16:45:35,168 - mmaction - INFO - Epoch [97][40/1879] lr: 2.000e-04, eta: 1:13:19, time: 0.558, data_time: 0.006, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9434, loss_cls: 0.6514, loss: 0.6514, grad_norm: 5.1900 2021-06-18 16:45:46,276 - mmaction - INFO - Epoch [97][60/1879] lr: 2.000e-04, eta: 1:13:07, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9473, loss_cls: 0.6568, loss: 0.6568, grad_norm: 5.3356 2021-06-18 16:45:57,381 - mmaction - INFO - Epoch [97][80/1879] lr: 2.000e-04, eta: 1:12:55, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9453, loss_cls: 0.6835, loss: 0.6835, grad_norm: 5.4296 2021-06-18 16:46:08,508 - mmaction - INFO - Epoch [97][100/1879] lr: 2.000e-04, eta: 1:12:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9426, loss_cls: 0.7043, loss: 0.7043, grad_norm: 5.5000 2021-06-18 16:46:19,644 - mmaction - INFO - Epoch [97][120/1879] lr: 2.000e-04, eta: 1:12:32, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9484, loss_cls: 0.6622, loss: 0.6622, grad_norm: 5.3162 2021-06-18 16:46:30,779 - mmaction - INFO - Epoch [97][140/1879] lr: 2.000e-04, eta: 1:12:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9535, loss_cls: 0.6509, loss: 0.6509, grad_norm: 5.3055 2021-06-18 16:46:41,922 - mmaction - INFO - Epoch [97][160/1879] lr: 2.000e-04, eta: 1:12:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9430, loss_cls: 0.6808, loss: 0.6808, grad_norm: 5.4312 2021-06-18 16:46:53,061 - mmaction - INFO - Epoch [97][180/1879] lr: 2.000e-04, eta: 1:11:56, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9473, loss_cls: 0.6547, loss: 0.6547, grad_norm: 5.2664 2021-06-18 16:47:04,188 - mmaction - INFO - Epoch [97][200/1879] lr: 2.000e-04, eta: 1:11:45, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9488, loss_cls: 0.6645, loss: 0.6645, grad_norm: 5.4308 2021-06-18 16:47:15,332 - mmaction - INFO - Epoch [97][220/1879] lr: 2.000e-04, eta: 1:11:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9496, loss_cls: 0.6480, loss: 0.6480, grad_norm: 5.2247 2021-06-18 16:47:26,475 - mmaction - INFO - Epoch [97][240/1879] lr: 2.000e-04, eta: 1:11:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9457, loss_cls: 0.7041, loss: 0.7041, grad_norm: 5.4841 2021-06-18 16:47:37,643 - mmaction - INFO - Epoch [97][260/1879] lr: 2.000e-04, eta: 1:11:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9434, loss_cls: 0.7022, loss: 0.7022, grad_norm: 5.4746 2021-06-18 16:47:48,788 - mmaction - INFO - Epoch [97][280/1879] lr: 2.000e-04, eta: 1:10:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9434, loss_cls: 0.7034, loss: 0.7034, grad_norm: 5.4487 2021-06-18 16:47:59,930 - mmaction - INFO - Epoch [97][300/1879] lr: 2.000e-04, eta: 1:10:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9480, loss_cls: 0.6399, loss: 0.6399, grad_norm: 5.2894 2021-06-18 16:48:11,098 - mmaction - INFO - Epoch [97][320/1879] lr: 2.000e-04, eta: 1:10:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9484, loss_cls: 0.6464, loss: 0.6464, grad_norm: 5.3580 2021-06-18 16:48:22,245 - mmaction - INFO - Epoch [97][340/1879] lr: 2.000e-04, eta: 1:10:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9418, loss_cls: 0.6965, loss: 0.6965, grad_norm: 5.4167 2021-06-18 16:48:33,398 - mmaction - INFO - Epoch [97][360/1879] lr: 2.000e-04, eta: 1:10:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9469, loss_cls: 0.6706, loss: 0.6706, grad_norm: 5.3733 2021-06-18 16:48:44,532 - mmaction - INFO - Epoch [97][380/1879] lr: 2.000e-04, eta: 1:09:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9484, loss_cls: 0.6612, loss: 0.6612, grad_norm: 5.2543 2021-06-18 16:48:55,680 - mmaction - INFO - Epoch [97][400/1879] lr: 2.000e-04, eta: 1:09:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9512, loss_cls: 0.6503, loss: 0.6503, grad_norm: 5.3388 2021-06-18 16:49:06,842 - mmaction - INFO - Epoch [97][420/1879] lr: 2.000e-04, eta: 1:09:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9516, loss_cls: 0.6487, loss: 0.6487, grad_norm: 5.3161 2021-06-18 16:49:17,987 - mmaction - INFO - Epoch [97][440/1879] lr: 2.000e-04, eta: 1:09:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9437, loss_cls: 0.6735, loss: 0.6735, grad_norm: 5.2768 2021-06-18 16:49:29,158 - mmaction - INFO - Epoch [97][460/1879] lr: 2.000e-04, eta: 1:09:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9480, loss_cls: 0.6442, loss: 0.6442, grad_norm: 5.1909 2021-06-18 16:49:40,312 - mmaction - INFO - Epoch [97][480/1879] lr: 2.000e-04, eta: 1:08:59, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9441, loss_cls: 0.6868, loss: 0.6868, grad_norm: 5.4447 2021-06-18 16:49:51,451 - mmaction - INFO - Epoch [97][500/1879] lr: 2.000e-04, eta: 1:08:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9422, loss_cls: 0.7035, loss: 0.7035, grad_norm: 5.4722 2021-06-18 16:50:02,615 - mmaction - INFO - Epoch [97][520/1879] lr: 2.000e-04, eta: 1:08:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9508, loss_cls: 0.6434, loss: 0.6434, grad_norm: 5.3440 2021-06-18 16:50:13,778 - mmaction - INFO - Epoch [97][540/1879] lr: 2.000e-04, eta: 1:08:24, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9430, loss_cls: 0.6875, loss: 0.6875, grad_norm: 5.4020 2021-06-18 16:50:24,972 - mmaction - INFO - Epoch [97][560/1879] lr: 2.000e-04, eta: 1:08:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9391, loss_cls: 0.7080, loss: 0.7080, grad_norm: 5.4710 2021-06-18 16:50:36,143 - mmaction - INFO - Epoch [97][580/1879] lr: 2.000e-04, eta: 1:08:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9527, loss_cls: 0.6475, loss: 0.6475, grad_norm: 5.3035 2021-06-18 16:50:47,324 - mmaction - INFO - Epoch [97][600/1879] lr: 2.000e-04, eta: 1:07:49, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9426, loss_cls: 0.6902, loss: 0.6902, grad_norm: 5.4888 2021-06-18 16:50:58,492 - mmaction - INFO - Epoch [97][620/1879] lr: 2.000e-04, eta: 1:07:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9371, loss_cls: 0.7027, loss: 0.7027, grad_norm: 5.4944 2021-06-18 16:51:09,657 - mmaction - INFO - Epoch [97][640/1879] lr: 2.000e-04, eta: 1:07:25, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8133, top5_acc: 0.9332, loss_cls: 0.7305, loss: 0.7305, grad_norm: 5.4392 2021-06-18 16:51:20,778 - mmaction - INFO - Epoch [97][660/1879] lr: 2.000e-04, eta: 1:07:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9422, loss_cls: 0.6860, loss: 0.6860, grad_norm: 5.2651 2021-06-18 16:51:31,926 - mmaction - INFO - Epoch [97][680/1879] lr: 2.000e-04, eta: 1:07:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9504, loss_cls: 0.6409, loss: 0.6409, grad_norm: 5.2532 2021-06-18 16:51:43,065 - mmaction - INFO - Epoch [97][700/1879] lr: 2.000e-04, eta: 1:06:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9437, loss_cls: 0.6999, loss: 0.6999, grad_norm: 5.4424 2021-06-18 16:51:54,228 - mmaction - INFO - Epoch [97][720/1879] lr: 2.000e-04, eta: 1:06:38, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9484, loss_cls: 0.6619, loss: 0.6619, grad_norm: 5.3977 2021-06-18 16:52:05,389 - mmaction - INFO - Epoch [97][740/1879] lr: 2.000e-04, eta: 1:06:26, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9410, loss_cls: 0.6985, loss: 0.6985, grad_norm: 5.4784 2021-06-18 16:52:16,553 - mmaction - INFO - Epoch [97][760/1879] lr: 2.000e-04, eta: 1:06:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9375, loss_cls: 0.6894, loss: 0.6894, grad_norm: 5.3824 2021-06-18 16:52:27,698 - mmaction - INFO - Epoch [97][780/1879] lr: 2.000e-04, eta: 1:06:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9371, loss_cls: 0.7002, loss: 0.7002, grad_norm: 5.3695 2021-06-18 16:52:38,828 - mmaction - INFO - Epoch [97][800/1879] lr: 2.000e-04, eta: 1:05:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9449, loss_cls: 0.6635, loss: 0.6635, grad_norm: 5.3461 2021-06-18 16:52:49,956 - mmaction - INFO - Epoch [97][820/1879] lr: 2.000e-04, eta: 1:05:39, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9520, loss_cls: 0.6510, loss: 0.6510, grad_norm: 5.3944 2021-06-18 16:53:01,115 - mmaction - INFO - Epoch [97][840/1879] lr: 2.000e-04, eta: 1:05:27, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9508, loss_cls: 0.6538, loss: 0.6538, grad_norm: 5.2910 2021-06-18 16:53:12,204 - mmaction - INFO - Epoch [97][860/1879] lr: 2.000e-04, eta: 1:05:15, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9418, loss_cls: 0.6824, loss: 0.6824, grad_norm: 5.3347 2021-06-18 16:53:23,359 - mmaction - INFO - Epoch [97][880/1879] lr: 2.000e-04, eta: 1:05:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9426, loss_cls: 0.6769, loss: 0.6769, grad_norm: 5.3605 2021-06-18 16:53:34,491 - mmaction - INFO - Epoch [97][900/1879] lr: 2.000e-04, eta: 1:04:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9434, loss_cls: 0.6799, loss: 0.6799, grad_norm: 5.4172 2021-06-18 16:53:45,653 - mmaction - INFO - Epoch [97][920/1879] lr: 2.000e-04, eta: 1:04:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9395, loss_cls: 0.7018, loss: 0.7018, grad_norm: 5.5402 2021-06-18 16:53:56,779 - mmaction - INFO - Epoch [97][940/1879] lr: 2.000e-04, eta: 1:04:28, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9441, loss_cls: 0.6997, loss: 0.6997, grad_norm: 5.5166 2021-06-18 16:54:07,920 - mmaction - INFO - Epoch [97][960/1879] lr: 2.000e-04, eta: 1:04:17, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8141, top5_acc: 0.9457, loss_cls: 0.7055, loss: 0.7055, grad_norm: 5.4245 2021-06-18 16:54:19,050 - mmaction - INFO - Epoch [97][980/1879] lr: 2.000e-04, eta: 1:04:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9477, loss_cls: 0.6425, loss: 0.6425, grad_norm: 5.2167 2021-06-18 16:54:30,199 - mmaction - INFO - Epoch [97][1000/1879] lr: 2.000e-04, eta: 1:03:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9504, loss_cls: 0.6623, loss: 0.6623, grad_norm: 5.3570 2021-06-18 16:54:41,360 - mmaction - INFO - Epoch [97][1020/1879] lr: 2.000e-04, eta: 1:03:41, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9512, loss_cls: 0.6572, loss: 0.6572, grad_norm: 5.2994 2021-06-18 16:54:52,522 - mmaction - INFO - Epoch [97][1040/1879] lr: 2.000e-04, eta: 1:03:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6531, loss: 0.6531, grad_norm: 5.3181 2021-06-18 16:55:03,660 - mmaction - INFO - Epoch [97][1060/1879] lr: 2.000e-04, eta: 1:03:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9398, loss_cls: 0.7070, loss: 0.7070, grad_norm: 5.4539 2021-06-18 16:55:14,802 - mmaction - INFO - Epoch [97][1080/1879] lr: 2.000e-04, eta: 1:03:06, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9492, loss_cls: 0.6415, loss: 0.6415, grad_norm: 5.2885 2021-06-18 16:55:25,946 - mmaction - INFO - Epoch [97][1100/1879] lr: 2.000e-04, eta: 1:02:54, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9453, loss_cls: 0.6603, loss: 0.6603, grad_norm: 5.2387 2021-06-18 16:55:37,111 - mmaction - INFO - Epoch [97][1120/1879] lr: 2.000e-04, eta: 1:02:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9449, loss_cls: 0.6824, loss: 0.6824, grad_norm: 5.4119 2021-06-18 16:55:48,327 - mmaction - INFO - Epoch [97][1140/1879] lr: 2.000e-04, eta: 1:02:30, time: 0.562, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.6788, loss: 0.6788, grad_norm: 5.3724 2021-06-18 16:55:59,461 - mmaction - INFO - Epoch [97][1160/1879] lr: 2.000e-04, eta: 1:02:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8184, top5_acc: 0.9391, loss_cls: 0.6979, loss: 0.6979, grad_norm: 5.4382 2021-06-18 16:56:10,629 - mmaction - INFO - Epoch [97][1180/1879] lr: 2.000e-04, eta: 1:02:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9473, loss_cls: 0.6762, loss: 0.6762, grad_norm: 5.4138 2021-06-18 16:56:21,783 - mmaction - INFO - Epoch [97][1200/1879] lr: 2.000e-04, eta: 1:01:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8094, top5_acc: 0.9402, loss_cls: 0.7200, loss: 0.7200, grad_norm: 5.5140 2021-06-18 16:56:32,934 - mmaction - INFO - Epoch [97][1220/1879] lr: 2.000e-04, eta: 1:01:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9402, loss_cls: 0.7095, loss: 0.7095, grad_norm: 5.5130 2021-06-18 16:56:44,086 - mmaction - INFO - Epoch [97][1240/1879] lr: 2.000e-04, eta: 1:01:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9512, loss_cls: 0.6509, loss: 0.6509, grad_norm: 5.3277 2021-06-18 16:56:55,227 - mmaction - INFO - Epoch [97][1260/1879] lr: 2.000e-04, eta: 1:01:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9566, loss_cls: 0.6230, loss: 0.6230, grad_norm: 5.2666 2021-06-18 16:57:06,367 - mmaction - INFO - Epoch [97][1280/1879] lr: 2.000e-04, eta: 1:01:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9512, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.3426 2021-06-18 16:57:17,515 - mmaction - INFO - Epoch [97][1300/1879] lr: 2.000e-04, eta: 1:00:56, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9441, loss_cls: 0.6629, loss: 0.6629, grad_norm: 5.1675 2021-06-18 16:57:28,659 - mmaction - INFO - Epoch [97][1320/1879] lr: 2.000e-04, eta: 1:00:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9465, loss_cls: 0.6757, loss: 0.6757, grad_norm: 5.3761 2021-06-18 16:57:39,817 - mmaction - INFO - Epoch [97][1340/1879] lr: 2.000e-04, eta: 1:00:33, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8449, top5_acc: 0.9500, loss_cls: 0.6129, loss: 0.6129, grad_norm: 5.1733 2021-06-18 16:57:50,962 - mmaction - INFO - Epoch [97][1360/1879] lr: 2.000e-04, eta: 1:00:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9473, loss_cls: 0.6404, loss: 0.6404, grad_norm: 5.2470 2021-06-18 16:58:02,117 - mmaction - INFO - Epoch [97][1380/1879] lr: 2.000e-04, eta: 1:00:09, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6522, loss: 0.6522, grad_norm: 5.2532 2021-06-18 16:58:13,267 - mmaction - INFO - Epoch [97][1400/1879] lr: 2.000e-04, eta: 0:59:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9477, loss_cls: 0.6904, loss: 0.6904, grad_norm: 5.5695 2021-06-18 16:58:24,412 - mmaction - INFO - Epoch [97][1420/1879] lr: 2.000e-04, eta: 0:59:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8426, top5_acc: 0.9559, loss_cls: 0.6054, loss: 0.6054, grad_norm: 5.0705 2021-06-18 16:58:35,567 - mmaction - INFO - Epoch [97][1440/1879] lr: 2.000e-04, eta: 0:59:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9520, loss_cls: 0.6513, loss: 0.6513, grad_norm: 5.2792 2021-06-18 16:58:46,717 - mmaction - INFO - Epoch [97][1460/1879] lr: 2.000e-04, eta: 0:59:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8105, top5_acc: 0.9375, loss_cls: 0.7319, loss: 0.7319, grad_norm: 5.5281 2021-06-18 16:58:57,860 - mmaction - INFO - Epoch [97][1480/1879] lr: 2.000e-04, eta: 0:59:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9453, loss_cls: 0.6712, loss: 0.6712, grad_norm: 5.3724 2021-06-18 16:59:09,006 - mmaction - INFO - Epoch [97][1500/1879] lr: 2.000e-04, eta: 0:58:58, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9484, loss_cls: 0.6732, loss: 0.6732, grad_norm: 5.4320 2021-06-18 16:59:20,144 - mmaction - INFO - Epoch [97][1520/1879] lr: 2.000e-04, eta: 0:58:46, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9437, loss_cls: 0.6817, loss: 0.6817, grad_norm: 5.4679 2021-06-18 16:59:31,285 - mmaction - INFO - Epoch [97][1540/1879] lr: 2.000e-04, eta: 0:58:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9477, loss_cls: 0.6579, loss: 0.6579, grad_norm: 5.2459 2021-06-18 16:59:42,438 - mmaction - INFO - Epoch [97][1560/1879] lr: 2.000e-04, eta: 0:58:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9422, loss_cls: 0.6745, loss: 0.6745, grad_norm: 5.2767 2021-06-18 16:59:53,587 - mmaction - INFO - Epoch [97][1580/1879] lr: 2.000e-04, eta: 0:58:11, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9453, loss_cls: 0.6552, loss: 0.6552, grad_norm: 5.3355 2021-06-18 17:00:04,752 - mmaction - INFO - Epoch [97][1600/1879] lr: 2.000e-04, eta: 0:57:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9465, loss_cls: 0.6654, loss: 0.6654, grad_norm: 5.2957 2021-06-18 17:00:15,883 - mmaction - INFO - Epoch [97][1620/1879] lr: 2.000e-04, eta: 0:57:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9426, loss_cls: 0.6949, loss: 0.6949, grad_norm: 5.4312 2021-06-18 17:00:27,046 - mmaction - INFO - Epoch [97][1640/1879] lr: 2.000e-04, eta: 0:57:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9480, loss_cls: 0.6559, loss: 0.6559, grad_norm: 5.2287 2021-06-18 17:00:38,203 - mmaction - INFO - Epoch [97][1660/1879] lr: 2.000e-04, eta: 0:57:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9434, loss_cls: 0.6986, loss: 0.6986, grad_norm: 5.4745 2021-06-18 17:00:49,348 - mmaction - INFO - Epoch [97][1680/1879] lr: 2.000e-04, eta: 0:57:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9445, loss_cls: 0.7054, loss: 0.7054, grad_norm: 5.5093 2021-06-18 17:01:00,494 - mmaction - INFO - Epoch [97][1700/1879] lr: 2.000e-04, eta: 0:57:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6438, loss: 0.6438, grad_norm: 5.3377 2021-06-18 17:01:11,604 - mmaction - INFO - Epoch [97][1720/1879] lr: 2.000e-04, eta: 0:56:49, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9426, loss_cls: 0.7107, loss: 0.7107, grad_norm: 5.4605 2021-06-18 17:01:22,755 - mmaction - INFO - Epoch [97][1740/1879] lr: 2.000e-04, eta: 0:56:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9453, loss_cls: 0.6978, loss: 0.6978, grad_norm: 5.6019 2021-06-18 17:01:33,906 - mmaction - INFO - Epoch [97][1760/1879] lr: 2.000e-04, eta: 0:56:25, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9563, loss_cls: 0.6373, loss: 0.6373, grad_norm: 5.3025 2021-06-18 17:01:45,052 - mmaction - INFO - Epoch [97][1780/1879] lr: 2.000e-04, eta: 0:56:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9473, loss_cls: 0.6958, loss: 0.6958, grad_norm: 5.3381 2021-06-18 17:01:56,179 - mmaction - INFO - Epoch [97][1800/1879] lr: 2.000e-04, eta: 0:56:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9512, loss_cls: 0.6422, loss: 0.6422, grad_norm: 5.3077 2021-06-18 17:02:07,323 - mmaction - INFO - Epoch [97][1820/1879] lr: 2.000e-04, eta: 0:55:50, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9492, loss_cls: 0.6575, loss: 0.6575, grad_norm: 5.2081 2021-06-18 17:02:18,455 - mmaction - INFO - Epoch [97][1840/1879] lr: 2.000e-04, eta: 0:55:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8121, top5_acc: 0.9465, loss_cls: 0.7090, loss: 0.7090, grad_norm: 5.5562 2021-06-18 17:02:29,606 - mmaction - INFO - Epoch [97][1860/1879] lr: 2.000e-04, eta: 0:55:26, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9441, loss_cls: 0.6916, loss: 0.6916, grad_norm: 5.4463 2021-06-18 17:04:13,555 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 17:04:14,432 - mmaction - INFO - top1_acc 0.7182 top5_acc 0.8995 2021-06-18 17:04:14,432 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 17:04:14,513 - mmaction - INFO - mean_acc 0.7181 2021-06-18 17:04:14,522 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-06-18 17:04:14,854 - mmaction - INFO - Epoch(val) [97][104] top1_acc: 0.7182, top5_acc: 0.8995, mean_class_accuracy: 0.7181 2021-06-18 17:05:28,492 - mmaction - INFO - Epoch [98][20/1879] lr: 2.000e-04, eta: 0:55:05, time: 3.681, data_time: 3.113, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9500, loss_cls: 0.6684, loss: 0.6684, grad_norm: 5.4755 2021-06-18 17:05:39,657 - mmaction - INFO - Epoch [98][40/1879] lr: 2.000e-04, eta: 0:54:53, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9461, loss_cls: 0.6801, loss: 0.6801, grad_norm: 5.3772 2021-06-18 17:05:50,770 - mmaction - INFO - Epoch [98][60/1879] lr: 2.000e-04, eta: 0:54:41, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9441, loss_cls: 0.6767, loss: 0.6767, grad_norm: 5.3699 2021-06-18 17:06:01,886 - mmaction - INFO - Epoch [98][80/1879] lr: 2.000e-04, eta: 0:54:29, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9461, loss_cls: 0.6660, loss: 0.6660, grad_norm: 5.3033 2021-06-18 17:06:12,992 - mmaction - INFO - Epoch [98][100/1879] lr: 2.000e-04, eta: 0:54:18, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6588, loss: 0.6588, grad_norm: 5.3717 2021-06-18 17:06:24,110 - mmaction - INFO - Epoch [98][120/1879] lr: 2.000e-04, eta: 0:54:06, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9473, loss_cls: 0.6674, loss: 0.6674, grad_norm: 5.2380 2021-06-18 17:06:35,261 - mmaction - INFO - Epoch [98][140/1879] lr: 2.000e-04, eta: 0:53:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9402, loss_cls: 0.7084, loss: 0.7084, grad_norm: 5.4362 2021-06-18 17:06:46,417 - mmaction - INFO - Epoch [98][160/1879] lr: 2.000e-04, eta: 0:53:42, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9441, loss_cls: 0.6595, loss: 0.6595, grad_norm: 5.3786 2021-06-18 17:06:57,559 - mmaction - INFO - Epoch [98][180/1879] lr: 2.000e-04, eta: 0:53:30, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9457, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.3759 2021-06-18 17:07:08,682 - mmaction - INFO - Epoch [98][200/1879] lr: 2.000e-04, eta: 0:53:19, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9480, loss_cls: 0.6565, loss: 0.6565, grad_norm: 5.4122 2021-06-18 17:07:19,810 - mmaction - INFO - Epoch [98][220/1879] lr: 2.000e-04, eta: 0:53:07, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9430, loss_cls: 0.6891, loss: 0.6891, grad_norm: 5.3020 2021-06-18 17:07:30,972 - mmaction - INFO - Epoch [98][240/1879] lr: 2.000e-04, eta: 0:52:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9477, loss_cls: 0.6563, loss: 0.6563, grad_norm: 5.3456 2021-06-18 17:07:42,129 - mmaction - INFO - Epoch [98][260/1879] lr: 2.000e-04, eta: 0:52:43, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9410, loss_cls: 0.6953, loss: 0.6953, grad_norm: 5.3691 2021-06-18 17:07:53,277 - mmaction - INFO - Epoch [98][280/1879] lr: 2.000e-04, eta: 0:52:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9461, loss_cls: 0.6462, loss: 0.6462, grad_norm: 5.2428 2021-06-18 17:08:04,430 - mmaction - INFO - Epoch [98][300/1879] lr: 2.000e-04, eta: 0:52:20, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9430, loss_cls: 0.6594, loss: 0.6594, grad_norm: 5.2156 2021-06-18 17:08:15,561 - mmaction - INFO - Epoch [98][320/1879] lr: 2.000e-04, eta: 0:52:08, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9437, loss_cls: 0.6549, loss: 0.6549, grad_norm: 5.1619 2021-06-18 17:08:26,717 - mmaction - INFO - Epoch [98][340/1879] lr: 2.000e-04, eta: 0:51:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8395, top5_acc: 0.9496, loss_cls: 0.6611, loss: 0.6611, grad_norm: 5.2706 2021-06-18 17:08:37,883 - mmaction - INFO - Epoch [98][360/1879] lr: 2.000e-04, eta: 0:51:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9492, loss_cls: 0.6677, loss: 0.6677, grad_norm: 5.4683 2021-06-18 17:08:49,042 - mmaction - INFO - Epoch [98][380/1879] lr: 2.000e-04, eta: 0:51:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9434, loss_cls: 0.6729, loss: 0.6729, grad_norm: 5.3603 2021-06-18 17:09:00,200 - mmaction - INFO - Epoch [98][400/1879] lr: 2.000e-04, eta: 0:51:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9391, loss_cls: 0.6886, loss: 0.6886, grad_norm: 5.3209 2021-06-18 17:09:11,332 - mmaction - INFO - Epoch [98][420/1879] lr: 2.000e-04, eta: 0:51:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9434, loss_cls: 0.7008, loss: 0.7008, grad_norm: 5.3687 2021-06-18 17:09:22,476 - mmaction - INFO - Epoch [98][440/1879] lr: 2.000e-04, eta: 0:50:57, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9461, loss_cls: 0.6544, loss: 0.6544, grad_norm: 5.3073 2021-06-18 17:09:33,632 - mmaction - INFO - Epoch [98][460/1879] lr: 2.000e-04, eta: 0:50:45, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9430, loss_cls: 0.6581, loss: 0.6581, grad_norm: 5.2040 2021-06-18 17:09:44,788 - mmaction - INFO - Epoch [98][480/1879] lr: 2.000e-04, eta: 0:50:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9488, loss_cls: 0.6708, loss: 0.6708, grad_norm: 5.4729 2021-06-18 17:09:55,944 - mmaction - INFO - Epoch [98][500/1879] lr: 2.000e-04, eta: 0:50:22, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9563, loss_cls: 0.6374, loss: 0.6374, grad_norm: 5.2208 2021-06-18 17:10:07,123 - mmaction - INFO - Epoch [98][520/1879] lr: 2.000e-04, eta: 0:50:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9398, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.5208 2021-06-18 17:10:18,250 - mmaction - INFO - Epoch [98][540/1879] lr: 2.000e-04, eta: 0:49:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9441, loss_cls: 0.6930, loss: 0.6930, grad_norm: 5.3551 2021-06-18 17:10:29,406 - mmaction - INFO - Epoch [98][560/1879] lr: 2.000e-04, eta: 0:49:47, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6362, loss: 0.6362, grad_norm: 5.2810 2021-06-18 17:10:40,564 - mmaction - INFO - Epoch [98][580/1879] lr: 2.000e-04, eta: 0:49:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9469, loss_cls: 0.6280, loss: 0.6280, grad_norm: 5.1182 2021-06-18 17:10:51,720 - mmaction - INFO - Epoch [98][600/1879] lr: 2.000e-04, eta: 0:49:23, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9422, loss_cls: 0.6939, loss: 0.6939, grad_norm: 5.3658 2021-06-18 17:11:02,862 - mmaction - INFO - Epoch [98][620/1879] lr: 2.000e-04, eta: 0:49:11, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9465, loss_cls: 0.6667, loss: 0.6667, grad_norm: 5.3414 2021-06-18 17:11:13,991 - mmaction - INFO - Epoch [98][640/1879] lr: 2.000e-04, eta: 0:48:59, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9441, loss_cls: 0.6847, loss: 0.6847, grad_norm: 5.3727 2021-06-18 17:11:25,145 - mmaction - INFO - Epoch [98][660/1879] lr: 2.000e-04, eta: 0:48:48, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9516, loss_cls: 0.6391, loss: 0.6391, grad_norm: 5.2582 2021-06-18 17:11:36,316 - mmaction - INFO - Epoch [98][680/1879] lr: 2.000e-04, eta: 0:48:36, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9469, loss_cls: 0.6608, loss: 0.6608, grad_norm: 5.2555 2021-06-18 17:11:47,420 - mmaction - INFO - Epoch [98][700/1879] lr: 2.000e-04, eta: 0:48:24, time: 0.555, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9477, loss_cls: 0.6744, loss: 0.6744, grad_norm: 5.3451 2021-06-18 17:11:58,559 - mmaction - INFO - Epoch [98][720/1879] lr: 2.000e-04, eta: 0:48:12, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9457, loss_cls: 0.6656, loss: 0.6656, grad_norm: 5.2524 2021-06-18 17:12:09,694 - mmaction - INFO - Epoch [98][740/1879] lr: 2.000e-04, eta: 0:48:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9453, loss_cls: 0.6633, loss: 0.6633, grad_norm: 5.4369 2021-06-18 17:12:20,841 - mmaction - INFO - Epoch [98][760/1879] lr: 2.000e-04, eta: 0:47:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9426, loss_cls: 0.6673, loss: 0.6673, grad_norm: 5.2718 2021-06-18 17:12:32,002 - mmaction - INFO - Epoch [98][780/1879] lr: 2.000e-04, eta: 0:47:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9484, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.2214 2021-06-18 17:12:43,151 - mmaction - INFO - Epoch [98][800/1879] lr: 2.000e-04, eta: 0:47:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9547, loss_cls: 0.6588, loss: 0.6588, grad_norm: 5.3369 2021-06-18 17:12:54,287 - mmaction - INFO - Epoch [98][820/1879] lr: 2.000e-04, eta: 0:47:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9473, loss_cls: 0.6484, loss: 0.6484, grad_norm: 5.2518 2021-06-18 17:13:05,431 - mmaction - INFO - Epoch [98][840/1879] lr: 2.000e-04, eta: 0:47:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9500, loss_cls: 0.6946, loss: 0.6946, grad_norm: 5.5674 2021-06-18 17:13:16,561 - mmaction - INFO - Epoch [98][860/1879] lr: 2.000e-04, eta: 0:46:50, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9488, loss_cls: 0.6650, loss: 0.6650, grad_norm: 5.4863 2021-06-18 17:13:27,713 - mmaction - INFO - Epoch [98][880/1879] lr: 2.000e-04, eta: 0:46:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9527, loss_cls: 0.6374, loss: 0.6374, grad_norm: 5.2629 2021-06-18 17:13:38,850 - mmaction - INFO - Epoch [98][900/1879] lr: 2.000e-04, eta: 0:46:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9484, loss_cls: 0.6270, loss: 0.6270, grad_norm: 5.1448 2021-06-18 17:13:50,014 - mmaction - INFO - Epoch [98][920/1879] lr: 2.000e-04, eta: 0:46:14, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8395, top5_acc: 0.9527, loss_cls: 0.6253, loss: 0.6253, grad_norm: 5.2980 2021-06-18 17:14:01,167 - mmaction - INFO - Epoch [98][940/1879] lr: 2.000e-04, eta: 0:46:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9430, loss_cls: 0.6825, loss: 0.6825, grad_norm: 5.4302 2021-06-18 17:14:12,327 - mmaction - INFO - Epoch [98][960/1879] lr: 2.000e-04, eta: 0:45:51, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9469, loss_cls: 0.6697, loss: 0.6697, grad_norm: 5.3196 2021-06-18 17:14:23,498 - mmaction - INFO - Epoch [98][980/1879] lr: 2.000e-04, eta: 0:45:39, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9449, loss_cls: 0.6893, loss: 0.6893, grad_norm: 5.3706 2021-06-18 17:14:34,646 - mmaction - INFO - Epoch [98][1000/1879] lr: 2.000e-04, eta: 0:45:27, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9500, loss_cls: 0.6479, loss: 0.6479, grad_norm: 5.3654 2021-06-18 17:14:45,799 - mmaction - INFO - Epoch [98][1020/1879] lr: 2.000e-04, eta: 0:45:16, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9453, loss_cls: 0.6809, loss: 0.6809, grad_norm: 5.4369 2021-06-18 17:14:56,946 - mmaction - INFO - Epoch [98][1040/1879] lr: 2.000e-04, eta: 0:45:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9406, loss_cls: 0.7085, loss: 0.7085, grad_norm: 5.4366 2021-06-18 17:15:08,090 - mmaction - INFO - Epoch [98][1060/1879] lr: 2.000e-04, eta: 0:44:52, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9496, loss_cls: 0.6626, loss: 0.6626, grad_norm: 5.5146 2021-06-18 17:15:19,249 - mmaction - INFO - Epoch [98][1080/1879] lr: 2.000e-04, eta: 0:44:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9480, loss_cls: 0.6628, loss: 0.6628, grad_norm: 5.2953 2021-06-18 17:15:30,407 - mmaction - INFO - Epoch [98][1100/1879] lr: 2.000e-04, eta: 0:44:28, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9520, loss_cls: 0.6509, loss: 0.6509, grad_norm: 5.2626 2021-06-18 17:15:41,551 - mmaction - INFO - Epoch [98][1120/1879] lr: 2.000e-04, eta: 0:44:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9492, loss_cls: 0.6617, loss: 0.6617, grad_norm: 5.3686 2021-06-18 17:15:52,722 - mmaction - INFO - Epoch [98][1140/1879] lr: 2.000e-04, eta: 0:44:05, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9422, loss_cls: 0.6851, loss: 0.6851, grad_norm: 5.4961 2021-06-18 17:16:03,859 - mmaction - INFO - Epoch [98][1160/1879] lr: 2.000e-04, eta: 0:43:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9445, loss_cls: 0.6473, loss: 0.6473, grad_norm: 5.2030 2021-06-18 17:16:14,998 - mmaction - INFO - Epoch [98][1180/1879] lr: 2.000e-04, eta: 0:43:41, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8402, top5_acc: 0.9512, loss_cls: 0.6395, loss: 0.6395, grad_norm: 5.2688 2021-06-18 17:16:26,146 - mmaction - INFO - Epoch [98][1200/1879] lr: 2.000e-04, eta: 0:43:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9535, loss_cls: 0.6251, loss: 0.6251, grad_norm: 5.2111 2021-06-18 17:16:37,294 - mmaction - INFO - Epoch [98][1220/1879] lr: 2.000e-04, eta: 0:43:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9469, loss_cls: 0.6890, loss: 0.6890, grad_norm: 5.4797 2021-06-18 17:16:48,446 - mmaction - INFO - Epoch [98][1240/1879] lr: 2.000e-04, eta: 0:43:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9441, loss_cls: 0.6986, loss: 0.6986, grad_norm: 5.4334 2021-06-18 17:16:59,620 - mmaction - INFO - Epoch [98][1260/1879] lr: 2.000e-04, eta: 0:42:54, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8129, top5_acc: 0.9375, loss_cls: 0.7181, loss: 0.7181, grad_norm: 5.5371 2021-06-18 17:17:10,731 - mmaction - INFO - Epoch [98][1280/1879] lr: 2.000e-04, eta: 0:42:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9508, loss_cls: 0.6634, loss: 0.6634, grad_norm: 5.3871 2021-06-18 17:17:21,882 - mmaction - INFO - Epoch [98][1300/1879] lr: 2.000e-04, eta: 0:42:31, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9512, loss_cls: 0.6591, loss: 0.6591, grad_norm: 5.2834 2021-06-18 17:17:33,040 - mmaction - INFO - Epoch [98][1320/1879] lr: 2.000e-04, eta: 0:42:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9449, loss_cls: 0.7028, loss: 0.7028, grad_norm: 5.5571 2021-06-18 17:17:44,199 - mmaction - INFO - Epoch [98][1340/1879] lr: 2.000e-04, eta: 0:42:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9430, loss_cls: 0.7022, loss: 0.7022, grad_norm: 5.5769 2021-06-18 17:17:55,358 - mmaction - INFO - Epoch [98][1360/1879] lr: 2.000e-04, eta: 0:41:55, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9383, loss_cls: 0.6948, loss: 0.6948, grad_norm: 5.3339 2021-06-18 17:18:06,505 - mmaction - INFO - Epoch [98][1380/1879] lr: 2.000e-04, eta: 0:41:44, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9449, loss_cls: 0.6545, loss: 0.6545, grad_norm: 5.4177 2021-06-18 17:18:17,641 - mmaction - INFO - Epoch [98][1400/1879] lr: 2.000e-04, eta: 0:41:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9535, loss_cls: 0.6232, loss: 0.6232, grad_norm: 5.4212 2021-06-18 17:18:28,799 - mmaction - INFO - Epoch [98][1420/1879] lr: 2.000e-04, eta: 0:41:20, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9406, loss_cls: 0.6925, loss: 0.6925, grad_norm: 5.5038 2021-06-18 17:18:39,937 - mmaction - INFO - Epoch [98][1440/1879] lr: 2.000e-04, eta: 0:41:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9391, loss_cls: 0.6772, loss: 0.6772, grad_norm: 5.3671 2021-06-18 17:18:51,076 - mmaction - INFO - Epoch [98][1460/1879] lr: 2.000e-04, eta: 0:40:56, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9531, loss_cls: 0.6227, loss: 0.6227, grad_norm: 5.1212 2021-06-18 17:19:02,232 - mmaction - INFO - Epoch [98][1480/1879] lr: 2.000e-04, eta: 0:40:45, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8113, top5_acc: 0.9371, loss_cls: 0.7246, loss: 0.7246, grad_norm: 5.5200 2021-06-18 17:19:13,375 - mmaction - INFO - Epoch [98][1500/1879] lr: 2.000e-04, eta: 0:40:33, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9410, loss_cls: 0.6977, loss: 0.6977, grad_norm: 5.4553 2021-06-18 17:19:24,509 - mmaction - INFO - Epoch [98][1520/1879] lr: 2.000e-04, eta: 0:40:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6476, loss: 0.6476, grad_norm: 5.3829 2021-06-18 17:19:35,671 - mmaction - INFO - Epoch [98][1540/1879] lr: 2.000e-04, eta: 0:40:09, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9437, loss_cls: 0.6888, loss: 0.6888, grad_norm: 5.4172 2021-06-18 17:19:46,833 - mmaction - INFO - Epoch [98][1560/1879] lr: 2.000e-04, eta: 0:39:58, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9508, loss_cls: 0.6695, loss: 0.6695, grad_norm: 5.4373 2021-06-18 17:19:58,013 - mmaction - INFO - Epoch [98][1580/1879] lr: 2.000e-04, eta: 0:39:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9434, loss_cls: 0.6672, loss: 0.6672, grad_norm: 5.3231 2021-06-18 17:20:09,161 - mmaction - INFO - Epoch [98][1600/1879] lr: 2.000e-04, eta: 0:39:34, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9453, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.3975 2021-06-18 17:20:20,305 - mmaction - INFO - Epoch [98][1620/1879] lr: 2.000e-04, eta: 0:39:22, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9430, loss_cls: 0.6702, loss: 0.6702, grad_norm: 5.2850 2021-06-18 17:20:31,473 - mmaction - INFO - Epoch [98][1640/1879] lr: 2.000e-04, eta: 0:39:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9496, loss_cls: 0.6713, loss: 0.6713, grad_norm: 5.5933 2021-06-18 17:20:42,621 - mmaction - INFO - Epoch [98][1660/1879] lr: 2.000e-04, eta: 0:38:59, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9488, loss_cls: 0.6739, loss: 0.6739, grad_norm: 5.4905 2021-06-18 17:20:53,800 - mmaction - INFO - Epoch [98][1680/1879] lr: 2.000e-04, eta: 0:38:47, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8117, top5_acc: 0.9426, loss_cls: 0.7136, loss: 0.7136, grad_norm: 5.4406 2021-06-18 17:21:04,935 - mmaction - INFO - Epoch [98][1700/1879] lr: 2.000e-04, eta: 0:38:35, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8293, top5_acc: 0.9480, loss_cls: 0.6321, loss: 0.6321, grad_norm: 5.2288 2021-06-18 17:21:16,054 - mmaction - INFO - Epoch [98][1720/1879] lr: 2.000e-04, eta: 0:38:23, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8102, top5_acc: 0.9379, loss_cls: 0.7375, loss: 0.7375, grad_norm: 5.6559 2021-06-18 17:21:27,207 - mmaction - INFO - Epoch [98][1740/1879] lr: 2.000e-04, eta: 0:38:12, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9461, loss_cls: 0.6753, loss: 0.6753, grad_norm: 5.4189 2021-06-18 17:21:38,392 - mmaction - INFO - Epoch [98][1760/1879] lr: 2.000e-04, eta: 0:38:00, time: 0.560, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9422, loss_cls: 0.6508, loss: 0.6508, grad_norm: 5.2473 2021-06-18 17:21:49,556 - mmaction - INFO - Epoch [98][1780/1879] lr: 2.000e-04, eta: 0:37:48, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9434, loss_cls: 0.6707, loss: 0.6707, grad_norm: 5.4311 2021-06-18 17:22:00,693 - mmaction - INFO - Epoch [98][1800/1879] lr: 2.000e-04, eta: 0:37:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9457, loss_cls: 0.6410, loss: 0.6410, grad_norm: 5.2461 2021-06-18 17:22:11,824 - mmaction - INFO - Epoch [98][1820/1879] lr: 2.000e-04, eta: 0:37:24, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9543, loss_cls: 0.6490, loss: 0.6490, grad_norm: 5.3383 2021-06-18 17:22:22,961 - mmaction - INFO - Epoch [98][1840/1879] lr: 2.000e-04, eta: 0:37:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9504, loss_cls: 0.6363, loss: 0.6363, grad_norm: 5.3365 2021-06-18 17:22:34,133 - mmaction - INFO - Epoch [98][1860/1879] lr: 2.000e-04, eta: 0:37:01, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9410, loss_cls: 0.6847, loss: 0.6847, grad_norm: 5.3356 2021-06-18 17:24:21,053 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 17:24:21,939 - mmaction - INFO - top1_acc 0.7164 top5_acc 0.8995 2021-06-18 17:24:21,939 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 17:24:21,972 - mmaction - INFO - mean_acc 0.7162 2021-06-18 17:24:21,981 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-06-18 17:24:22,356 - mmaction - INFO - Epoch(val) [98][104] top1_acc: 0.7164, top5_acc: 0.8995, mean_class_accuracy: 0.7162 2021-06-18 17:25:36,493 - mmaction - INFO - Epoch [99][20/1879] lr: 2.000e-04, eta: 0:36:39, time: 3.706, data_time: 3.091, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6896, loss: 0.6896, grad_norm: 5.5085 2021-06-18 17:25:47,656 - mmaction - INFO - Epoch [99][40/1879] lr: 2.000e-04, eta: 0:36:27, time: 0.557, data_time: 0.004, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9402, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.3055 2021-06-18 17:25:58,770 - mmaction - INFO - Epoch [99][60/1879] lr: 2.000e-04, eta: 0:36:15, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9504, loss_cls: 0.6723, loss: 0.6723, grad_norm: 5.4620 2021-06-18 17:26:09,909 - mmaction - INFO - Epoch [99][80/1879] lr: 2.000e-04, eta: 0:36:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9449, loss_cls: 0.6860, loss: 0.6860, grad_norm: 5.4367 2021-06-18 17:26:21,036 - mmaction - INFO - Epoch [99][100/1879] lr: 2.000e-04, eta: 0:35:52, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9449, loss_cls: 0.6712, loss: 0.6712, grad_norm: 5.3884 2021-06-18 17:26:32,169 - mmaction - INFO - Epoch [99][120/1879] lr: 2.000e-04, eta: 0:35:40, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9488, loss_cls: 0.6808, loss: 0.6808, grad_norm: 5.4449 2021-06-18 17:26:43,318 - mmaction - INFO - Epoch [99][140/1879] lr: 2.000e-04, eta: 0:35:28, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9496, loss_cls: 0.6568, loss: 0.6568, grad_norm: 5.4058 2021-06-18 17:26:54,470 - mmaction - INFO - Epoch [99][160/1879] lr: 2.000e-04, eta: 0:35:17, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8457, top5_acc: 0.9543, loss_cls: 0.6051, loss: 0.6051, grad_norm: 5.1654 2021-06-18 17:27:05,611 - mmaction - INFO - Epoch [99][180/1879] lr: 2.000e-04, eta: 0:35:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9406, loss_cls: 0.6820, loss: 0.6820, grad_norm: 5.5071 2021-06-18 17:27:16,755 - mmaction - INFO - Epoch [99][200/1879] lr: 2.000e-04, eta: 0:34:53, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9473, loss_cls: 0.6524, loss: 0.6524, grad_norm: 5.3011 2021-06-18 17:27:27,892 - mmaction - INFO - Epoch [99][220/1879] lr: 2.000e-04, eta: 0:34:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9457, loss_cls: 0.6659, loss: 0.6659, grad_norm: 5.3357 2021-06-18 17:27:39,057 - mmaction - INFO - Epoch [99][240/1879] lr: 2.000e-04, eta: 0:34:29, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9508, loss_cls: 0.6776, loss: 0.6776, grad_norm: 5.4760 2021-06-18 17:27:50,204 - mmaction - INFO - Epoch [99][260/1879] lr: 2.000e-04, eta: 0:34:18, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9469, loss_cls: 0.6627, loss: 0.6627, grad_norm: 5.3244 2021-06-18 17:28:01,339 - mmaction - INFO - Epoch [99][280/1879] lr: 2.000e-04, eta: 0:34:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9410, loss_cls: 0.6746, loss: 0.6746, grad_norm: 5.2991 2021-06-18 17:28:12,437 - mmaction - INFO - Epoch [99][300/1879] lr: 2.000e-04, eta: 0:33:54, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9512, loss_cls: 0.6579, loss: 0.6579, grad_norm: 5.3966 2021-06-18 17:28:23,566 - mmaction - INFO - Epoch [99][320/1879] lr: 2.000e-04, eta: 0:33:42, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9461, loss_cls: 0.6848, loss: 0.6848, grad_norm: 5.3462 2021-06-18 17:28:34,709 - mmaction - INFO - Epoch [99][340/1879] lr: 2.000e-04, eta: 0:33:31, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9453, loss_cls: 0.6648, loss: 0.6648, grad_norm: 5.3349 2021-06-18 17:28:45,875 - mmaction - INFO - Epoch [99][360/1879] lr: 2.000e-04, eta: 0:33:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9445, loss_cls: 0.6653, loss: 0.6653, grad_norm: 5.2801 2021-06-18 17:28:57,042 - mmaction - INFO - Epoch [99][380/1879] lr: 2.000e-04, eta: 0:33:07, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9484, loss_cls: 0.6469, loss: 0.6469, grad_norm: 5.3341 2021-06-18 17:29:08,218 - mmaction - INFO - Epoch [99][400/1879] lr: 2.000e-04, eta: 0:32:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8090, top5_acc: 0.9367, loss_cls: 0.7340, loss: 0.7340, grad_norm: 5.6109 2021-06-18 17:29:19,366 - mmaction - INFO - Epoch [99][420/1879] lr: 2.000e-04, eta: 0:32:43, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9484, loss_cls: 0.6577, loss: 0.6577, grad_norm: 5.3317 2021-06-18 17:29:30,518 - mmaction - INFO - Epoch [99][440/1879] lr: 2.000e-04, eta: 0:32:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9465, loss_cls: 0.6421, loss: 0.6421, grad_norm: 5.2130 2021-06-18 17:29:41,688 - mmaction - INFO - Epoch [99][460/1879] lr: 2.000e-04, eta: 0:32:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9516, loss_cls: 0.6556, loss: 0.6556, grad_norm: 5.3932 2021-06-18 17:29:52,828 - mmaction - INFO - Epoch [99][480/1879] lr: 2.000e-04, eta: 0:32:08, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9465, loss_cls: 0.6732, loss: 0.6732, grad_norm: 5.4461 2021-06-18 17:30:03,981 - mmaction - INFO - Epoch [99][500/1879] lr: 2.000e-04, eta: 0:31:56, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9508, loss_cls: 0.6495, loss: 0.6495, grad_norm: 5.3794 2021-06-18 17:30:15,123 - mmaction - INFO - Epoch [99][520/1879] lr: 2.000e-04, eta: 0:31:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9480, loss_cls: 0.6581, loss: 0.6581, grad_norm: 5.4135 2021-06-18 17:30:26,259 - mmaction - INFO - Epoch [99][540/1879] lr: 2.000e-04, eta: 0:31:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9477, loss_cls: 0.6585, loss: 0.6585, grad_norm: 5.2415 2021-06-18 17:30:37,400 - mmaction - INFO - Epoch [99][560/1879] lr: 2.000e-04, eta: 0:31:21, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9469, loss_cls: 0.6633, loss: 0.6633, grad_norm: 5.3973 2021-06-18 17:30:48,555 - mmaction - INFO - Epoch [99][580/1879] lr: 2.000e-04, eta: 0:31:09, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9500, loss_cls: 0.6634, loss: 0.6634, grad_norm: 5.2873 2021-06-18 17:30:59,717 - mmaction - INFO - Epoch [99][600/1879] lr: 2.000e-04, eta: 0:30:57, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8203, top5_acc: 0.9496, loss_cls: 0.6545, loss: 0.6545, grad_norm: 5.2643 2021-06-18 17:31:10,857 - mmaction - INFO - Epoch [99][620/1879] lr: 2.000e-04, eta: 0:30:46, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9426, loss_cls: 0.6992, loss: 0.6992, grad_norm: 5.4389 2021-06-18 17:31:22,005 - mmaction - INFO - Epoch [99][640/1879] lr: 2.000e-04, eta: 0:30:34, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9449, loss_cls: 0.6862, loss: 0.6862, grad_norm: 5.4645 2021-06-18 17:31:33,155 - mmaction - INFO - Epoch [99][660/1879] lr: 2.000e-04, eta: 0:30:22, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9512, loss_cls: 0.6412, loss: 0.6412, grad_norm: 5.3171 2021-06-18 17:31:44,319 - mmaction - INFO - Epoch [99][680/1879] lr: 2.000e-04, eta: 0:30:10, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9449, loss_cls: 0.6734, loss: 0.6734, grad_norm: 5.3602 2021-06-18 17:31:55,483 - mmaction - INFO - Epoch [99][700/1879] lr: 2.000e-04, eta: 0:29:59, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9477, loss_cls: 0.6723, loss: 0.6723, grad_norm: 5.4809 2021-06-18 17:32:06,622 - mmaction - INFO - Epoch [99][720/1879] lr: 2.000e-04, eta: 0:29:47, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9449, loss_cls: 0.6526, loss: 0.6526, grad_norm: 5.2590 2021-06-18 17:32:17,769 - mmaction - INFO - Epoch [99][740/1879] lr: 2.000e-04, eta: 0:29:35, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9488, loss_cls: 0.6609, loss: 0.6609, grad_norm: 5.3839 2021-06-18 17:32:28,907 - mmaction - INFO - Epoch [99][760/1879] lr: 2.000e-04, eta: 0:29:23, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9473, loss_cls: 0.6429, loss: 0.6429, grad_norm: 5.2087 2021-06-18 17:32:40,065 - mmaction - INFO - Epoch [99][780/1879] lr: 2.000e-04, eta: 0:29:11, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9430, loss_cls: 0.6797, loss: 0.6797, grad_norm: 5.2371 2021-06-18 17:32:51,239 - mmaction - INFO - Epoch [99][800/1879] lr: 2.000e-04, eta: 0:29:00, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9484, loss_cls: 0.6622, loss: 0.6622, grad_norm: 5.5092 2021-06-18 17:33:02,391 - mmaction - INFO - Epoch [99][820/1879] lr: 2.000e-04, eta: 0:28:48, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9531, loss_cls: 0.6311, loss: 0.6311, grad_norm: 5.2921 2021-06-18 17:33:13,546 - mmaction - INFO - Epoch [99][840/1879] lr: 2.000e-04, eta: 0:28:36, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9496, loss_cls: 0.6523, loss: 0.6523, grad_norm: 5.2613 2021-06-18 17:33:24,702 - mmaction - INFO - Epoch [99][860/1879] lr: 2.000e-04, eta: 0:28:24, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9527, loss_cls: 0.6331, loss: 0.6331, grad_norm: 5.2171 2021-06-18 17:33:35,854 - mmaction - INFO - Epoch [99][880/1879] lr: 2.000e-04, eta: 0:28:13, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9504, loss_cls: 0.6612, loss: 0.6612, grad_norm: 5.4833 2021-06-18 17:33:46,993 - mmaction - INFO - Epoch [99][900/1879] lr: 2.000e-04, eta: 0:28:01, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8145, top5_acc: 0.9371, loss_cls: 0.7168, loss: 0.7168, grad_norm: 5.4822 2021-06-18 17:33:58,149 - mmaction - INFO - Epoch [99][920/1879] lr: 2.000e-04, eta: 0:27:49, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9449, loss_cls: 0.6514, loss: 0.6514, grad_norm: 5.2848 2021-06-18 17:34:09,309 - mmaction - INFO - Epoch [99][940/1879] lr: 2.000e-04, eta: 0:27:37, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9480, loss_cls: 0.6726, loss: 0.6726, grad_norm: 5.5119 2021-06-18 17:34:20,467 - mmaction - INFO - Epoch [99][960/1879] lr: 2.000e-04, eta: 0:27:25, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9492, loss_cls: 0.6678, loss: 0.6678, grad_norm: 5.4723 2021-06-18 17:34:31,604 - mmaction - INFO - Epoch [99][980/1879] lr: 2.000e-04, eta: 0:27:14, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9437, loss_cls: 0.6929, loss: 0.6929, grad_norm: 5.3995 2021-06-18 17:34:42,755 - mmaction - INFO - Epoch [99][1000/1879] lr: 2.000e-04, eta: 0:27:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8379, top5_acc: 0.9449, loss_cls: 0.6407, loss: 0.6407, grad_norm: 5.4077 2021-06-18 17:34:53,895 - mmaction - INFO - Epoch [99][1020/1879] lr: 2.000e-04, eta: 0:26:50, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9461, loss_cls: 0.6711, loss: 0.6711, grad_norm: 5.5035 2021-06-18 17:35:05,039 - mmaction - INFO - Epoch [99][1040/1879] lr: 2.000e-04, eta: 0:26:38, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9520, loss_cls: 0.6394, loss: 0.6394, grad_norm: 5.4601 2021-06-18 17:35:16,195 - mmaction - INFO - Epoch [99][1060/1879] lr: 2.000e-04, eta: 0:26:27, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8328, top5_acc: 0.9465, loss_cls: 0.6616, loss: 0.6616, grad_norm: 5.2518 2021-06-18 17:35:27,357 - mmaction - INFO - Epoch [99][1080/1879] lr: 2.000e-04, eta: 0:26:15, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9516, loss_cls: 0.6680, loss: 0.6680, grad_norm: 5.4095 2021-06-18 17:35:38,516 - mmaction - INFO - Epoch [99][1100/1879] lr: 2.000e-04, eta: 0:26:03, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9355, loss_cls: 0.7160, loss: 0.7160, grad_norm: 5.5735 2021-06-18 17:35:49,646 - mmaction - INFO - Epoch [99][1120/1879] lr: 2.000e-04, eta: 0:25:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8125, top5_acc: 0.9473, loss_cls: 0.6795, loss: 0.6795, grad_norm: 5.4657 2021-06-18 17:36:00,754 - mmaction - INFO - Epoch [99][1140/1879] lr: 2.000e-04, eta: 0:25:39, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8148, top5_acc: 0.9477, loss_cls: 0.6670, loss: 0.6670, grad_norm: 5.5676 2021-06-18 17:36:11,922 - mmaction - INFO - Epoch [99][1160/1879] lr: 2.000e-04, eta: 0:25:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9453, loss_cls: 0.6466, loss: 0.6466, grad_norm: 5.2864 2021-06-18 17:36:23,079 - mmaction - INFO - Epoch [99][1180/1879] lr: 2.000e-04, eta: 0:25:16, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9480, loss_cls: 0.6795, loss: 0.6795, grad_norm: 5.5894 2021-06-18 17:36:34,244 - mmaction - INFO - Epoch [99][1200/1879] lr: 2.000e-04, eta: 0:25:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9461, loss_cls: 0.6784, loss: 0.6784, grad_norm: 5.5321 2021-06-18 17:36:45,403 - mmaction - INFO - Epoch [99][1220/1879] lr: 2.000e-04, eta: 0:24:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9504, loss_cls: 0.6550, loss: 0.6550, grad_norm: 5.4940 2021-06-18 17:36:56,581 - mmaction - INFO - Epoch [99][1240/1879] lr: 2.000e-04, eta: 0:24:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9422, loss_cls: 0.6768, loss: 0.6768, grad_norm: 5.4305 2021-06-18 17:37:07,727 - mmaction - INFO - Epoch [99][1260/1879] lr: 2.000e-04, eta: 0:24:29, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9480, loss_cls: 0.6630, loss: 0.6630, grad_norm: 5.3549 2021-06-18 17:37:18,880 - mmaction - INFO - Epoch [99][1280/1879] lr: 2.000e-04, eta: 0:24:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9445, loss_cls: 0.6666, loss: 0.6666, grad_norm: 5.2856 2021-06-18 17:37:30,019 - mmaction - INFO - Epoch [99][1300/1879] lr: 2.000e-04, eta: 0:24:05, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9453, loss_cls: 0.6844, loss: 0.6844, grad_norm: 5.3204 2021-06-18 17:37:41,166 - mmaction - INFO - Epoch [99][1320/1879] lr: 2.000e-04, eta: 0:23:54, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9426, loss_cls: 0.6815, loss: 0.6815, grad_norm: 5.5120 2021-06-18 17:37:52,311 - mmaction - INFO - Epoch [99][1340/1879] lr: 2.000e-04, eta: 0:23:42, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9504, loss_cls: 0.6527, loss: 0.6527, grad_norm: 5.4419 2021-06-18 17:38:03,466 - mmaction - INFO - Epoch [99][1360/1879] lr: 2.000e-04, eta: 0:23:30, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9508, loss_cls: 0.6196, loss: 0.6196, grad_norm: 5.2632 2021-06-18 17:38:14,606 - mmaction - INFO - Epoch [99][1380/1879] lr: 2.000e-04, eta: 0:23:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9520, loss_cls: 0.6307, loss: 0.6307, grad_norm: 5.2412 2021-06-18 17:38:25,764 - mmaction - INFO - Epoch [99][1400/1879] lr: 2.000e-04, eta: 0:23:06, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9480, loss_cls: 0.6640, loss: 0.6640, grad_norm: 5.3347 2021-06-18 17:38:36,911 - mmaction - INFO - Epoch [99][1420/1879] lr: 2.000e-04, eta: 0:22:55, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9441, loss_cls: 0.6737, loss: 0.6737, grad_norm: 5.4041 2021-06-18 17:38:48,092 - mmaction - INFO - Epoch [99][1440/1879] lr: 2.000e-04, eta: 0:22:43, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8230, top5_acc: 0.9395, loss_cls: 0.6882, loss: 0.6882, grad_norm: 5.3922 2021-06-18 17:38:59,241 - mmaction - INFO - Epoch [99][1460/1879] lr: 2.000e-04, eta: 0:22:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9406, loss_cls: 0.7024, loss: 0.7024, grad_norm: 5.5311 2021-06-18 17:39:10,429 - mmaction - INFO - Epoch [99][1480/1879] lr: 2.000e-04, eta: 0:22:19, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9410, loss_cls: 0.6818, loss: 0.6818, grad_norm: 5.3864 2021-06-18 17:39:21,584 - mmaction - INFO - Epoch [99][1500/1879] lr: 2.000e-04, eta: 0:22:08, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8305, top5_acc: 0.9465, loss_cls: 0.6543, loss: 0.6543, grad_norm: 5.1783 2021-06-18 17:39:32,753 - mmaction - INFO - Epoch [99][1520/1879] lr: 2.000e-04, eta: 0:21:56, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9453, loss_cls: 0.6757, loss: 0.6757, grad_norm: 5.3724 2021-06-18 17:39:43,911 - mmaction - INFO - Epoch [99][1540/1879] lr: 2.000e-04, eta: 0:21:44, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9484, loss_cls: 0.6749, loss: 0.6749, grad_norm: 5.3012 2021-06-18 17:39:55,082 - mmaction - INFO - Epoch [99][1560/1879] lr: 2.000e-04, eta: 0:21:32, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8164, top5_acc: 0.9383, loss_cls: 0.7089, loss: 0.7089, grad_norm: 5.5261 2021-06-18 17:40:06,266 - mmaction - INFO - Epoch [99][1580/1879] lr: 2.000e-04, eta: 0:21:20, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8359, top5_acc: 0.9430, loss_cls: 0.6658, loss: 0.6658, grad_norm: 5.2955 2021-06-18 17:40:17,423 - mmaction - INFO - Epoch [99][1600/1879] lr: 2.000e-04, eta: 0:21:09, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9492, loss_cls: 0.6738, loss: 0.6738, grad_norm: 5.4747 2021-06-18 17:40:28,592 - mmaction - INFO - Epoch [99][1620/1879] lr: 2.000e-04, eta: 0:20:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8270, top5_acc: 0.9457, loss_cls: 0.6565, loss: 0.6565, grad_norm: 5.3695 2021-06-18 17:40:39,746 - mmaction - INFO - Epoch [99][1640/1879] lr: 2.000e-04, eta: 0:20:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9512, loss_cls: 0.6560, loss: 0.6560, grad_norm: 5.3044 2021-06-18 17:40:50,916 - mmaction - INFO - Epoch [99][1660/1879] lr: 2.000e-04, eta: 0:20:33, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9395, loss_cls: 0.6831, loss: 0.6831, grad_norm: 5.2866 2021-06-18 17:41:02,066 - mmaction - INFO - Epoch [99][1680/1879] lr: 2.000e-04, eta: 0:20:22, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9477, loss_cls: 0.6462, loss: 0.6462, grad_norm: 5.2552 2021-06-18 17:41:13,225 - mmaction - INFO - Epoch [99][1700/1879] lr: 2.000e-04, eta: 0:20:10, time: 0.559, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9465, loss_cls: 0.6730, loss: 0.6730, grad_norm: 5.4207 2021-06-18 17:41:24,372 - mmaction - INFO - Epoch [99][1720/1879] lr: 2.000e-04, eta: 0:19:58, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9461, loss_cls: 0.6855, loss: 0.6855, grad_norm: 5.4608 2021-06-18 17:41:35,484 - mmaction - INFO - Epoch [99][1740/1879] lr: 2.000e-04, eta: 0:19:46, time: 0.555, data_time: 0.000, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9461, loss_cls: 0.6509, loss: 0.6509, grad_norm: 5.3468 2021-06-18 17:41:46,639 - mmaction - INFO - Epoch [99][1760/1879] lr: 2.000e-04, eta: 0:19:35, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8195, top5_acc: 0.9473, loss_cls: 0.6869, loss: 0.6869, grad_norm: 5.4718 2021-06-18 17:41:57,790 - mmaction - INFO - Epoch [99][1780/1879] lr: 2.000e-04, eta: 0:19:23, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9488, loss_cls: 0.6486, loss: 0.6486, grad_norm: 5.3406 2021-06-18 17:42:08,931 - mmaction - INFO - Epoch [99][1800/1879] lr: 2.000e-04, eta: 0:19:11, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8172, top5_acc: 0.9426, loss_cls: 0.6953, loss: 0.6953, grad_norm: 5.3404 2021-06-18 17:42:20,073 - mmaction - INFO - Epoch [99][1820/1879] lr: 2.000e-04, eta: 0:18:59, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9496, loss_cls: 0.6637, loss: 0.6637, grad_norm: 5.2949 2021-06-18 17:42:31,242 - mmaction - INFO - Epoch [99][1840/1879] lr: 2.000e-04, eta: 0:18:47, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8375, top5_acc: 0.9441, loss_cls: 0.6333, loss: 0.6333, grad_norm: 5.1982 2021-06-18 17:42:42,383 - mmaction - INFO - Epoch [99][1860/1879] lr: 2.000e-04, eta: 0:18:36, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9535, loss_cls: 0.6407, loss: 0.6407, grad_norm: 5.2792 2021-06-18 17:44:46,474 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 17:44:47,349 - mmaction - INFO - top1_acc 0.7166 top5_acc 0.8997 2021-06-18 17:44:47,349 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 17:44:47,383 - mmaction - INFO - mean_acc 0.7165 2021-06-18 17:44:47,391 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-06-18 17:44:48,506 - mmaction - INFO - Epoch(val) [99][104] top1_acc: 0.7166, top5_acc: 0.8997, mean_class_accuracy: 0.7165 2021-06-18 17:46:02,057 - mmaction - INFO - Epoch [100][20/1879] lr: 2.000e-04, eta: 0:18:13, time: 3.677, data_time: 3.115, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9453, loss_cls: 0.6863, loss: 0.6863, grad_norm: 5.4356 2021-06-18 17:46:13,203 - mmaction - INFO - Epoch [100][40/1879] lr: 2.000e-04, eta: 0:18:02, time: 0.556, data_time: 0.003, memory: 7080, top1_acc: 0.8398, top5_acc: 0.9508, loss_cls: 0.6189, loss: 0.6189, grad_norm: 5.2749 2021-06-18 17:46:24,335 - mmaction - INFO - Epoch [100][60/1879] lr: 2.000e-04, eta: 0:17:50, time: 0.558, data_time: 0.003, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9461, loss_cls: 0.6657, loss: 0.6657, grad_norm: 5.4280 2021-06-18 17:46:35,457 - mmaction - INFO - Epoch [100][80/1879] lr: 2.000e-04, eta: 0:17:38, time: 0.556, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9563, loss_cls: 0.6446, loss: 0.6446, grad_norm: 5.3939 2021-06-18 17:46:46,572 - mmaction - INFO - Epoch [100][100/1879] lr: 2.000e-04, eta: 0:17:26, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9465, loss_cls: 0.7030, loss: 0.7030, grad_norm: 5.6710 2021-06-18 17:46:57,729 - mmaction - INFO - Epoch [100][120/1879] lr: 2.000e-04, eta: 0:17:14, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9449, loss_cls: 0.6685, loss: 0.6685, grad_norm: 5.4161 2021-06-18 17:47:08,871 - mmaction - INFO - Epoch [100][140/1879] lr: 2.000e-04, eta: 0:17:03, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8191, top5_acc: 0.9395, loss_cls: 0.7209, loss: 0.7209, grad_norm: 5.6027 2021-06-18 17:47:20,002 - mmaction - INFO - Epoch [100][160/1879] lr: 2.000e-04, eta: 0:16:51, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8187, top5_acc: 0.9445, loss_cls: 0.6773, loss: 0.6773, grad_norm: 5.5314 2021-06-18 17:47:31,152 - mmaction - INFO - Epoch [100][180/1879] lr: 2.000e-04, eta: 0:16:39, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8285, top5_acc: 0.9531, loss_cls: 0.6247, loss: 0.6247, grad_norm: 5.3252 2021-06-18 17:47:42,280 - mmaction - INFO - Epoch [100][200/1879] lr: 2.000e-04, eta: 0:16:27, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9457, loss_cls: 0.6676, loss: 0.6676, grad_norm: 5.2857 2021-06-18 17:47:53,434 - mmaction - INFO - Epoch [100][220/1879] lr: 2.000e-04, eta: 0:16:16, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8434, top5_acc: 0.9539, loss_cls: 0.5907, loss: 0.5907, grad_norm: 5.1473 2021-06-18 17:48:04,589 - mmaction - INFO - Epoch [100][240/1879] lr: 2.000e-04, eta: 0:16:04, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6268, loss: 0.6268, grad_norm: 5.1985 2021-06-18 17:48:15,732 - mmaction - INFO - Epoch [100][260/1879] lr: 2.000e-04, eta: 0:15:52, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8387, top5_acc: 0.9461, loss_cls: 0.6483, loss: 0.6483, grad_norm: 5.2520 2021-06-18 17:48:26,883 - mmaction - INFO - Epoch [100][280/1879] lr: 2.000e-04, eta: 0:15:40, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9441, loss_cls: 0.6979, loss: 0.6979, grad_norm: 5.4670 2021-06-18 17:48:38,017 - mmaction - INFO - Epoch [100][300/1879] lr: 2.000e-04, eta: 0:15:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9480, loss_cls: 0.6419, loss: 0.6419, grad_norm: 5.2912 2021-06-18 17:48:49,169 - mmaction - INFO - Epoch [100][320/1879] lr: 2.000e-04, eta: 0:15:17, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8199, top5_acc: 0.9473, loss_cls: 0.6697, loss: 0.6697, grad_norm: 5.4281 2021-06-18 17:49:00,318 - mmaction - INFO - Epoch [100][340/1879] lr: 2.000e-04, eta: 0:15:05, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8441, top5_acc: 0.9473, loss_cls: 0.6377, loss: 0.6377, grad_norm: 5.2511 2021-06-18 17:49:11,460 - mmaction - INFO - Epoch [100][360/1879] lr: 2.000e-04, eta: 0:14:53, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8371, top5_acc: 0.9473, loss_cls: 0.6457, loss: 0.6457, grad_norm: 5.2613 2021-06-18 17:49:22,587 - mmaction - INFO - Epoch [100][380/1879] lr: 2.000e-04, eta: 0:14:41, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9445, loss_cls: 0.6997, loss: 0.6997, grad_norm: 5.5895 2021-06-18 17:49:33,742 - mmaction - INFO - Epoch [100][400/1879] lr: 2.000e-04, eta: 0:14:30, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9484, loss_cls: 0.6812, loss: 0.6812, grad_norm: 5.4708 2021-06-18 17:49:44,870 - mmaction - INFO - Epoch [100][420/1879] lr: 2.000e-04, eta: 0:14:18, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9406, loss_cls: 0.6798, loss: 0.6798, grad_norm: 5.3801 2021-06-18 17:49:56,046 - mmaction - INFO - Epoch [100][440/1879] lr: 2.000e-04, eta: 0:14:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8422, top5_acc: 0.9465, loss_cls: 0.6260, loss: 0.6260, grad_norm: 5.2110 2021-06-18 17:50:07,584 - mmaction - INFO - Epoch [100][460/1879] lr: 2.000e-04, eta: 0:13:54, time: 0.576, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9520, loss_cls: 0.6571, loss: 0.6571, grad_norm: 5.4298 2021-06-18 17:50:18,712 - mmaction - INFO - Epoch [100][480/1879] lr: 2.000e-04, eta: 0:13:43, time: 0.557, data_time: 0.003, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9504, loss_cls: 0.6610, loss: 0.6610, grad_norm: 5.5421 2021-06-18 17:50:29,863 - mmaction - INFO - Epoch [100][500/1879] lr: 2.000e-04, eta: 0:13:31, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9434, loss_cls: 0.6982, loss: 0.6982, grad_norm: 5.5928 2021-06-18 17:50:41,010 - mmaction - INFO - Epoch [100][520/1879] lr: 2.000e-04, eta: 0:13:19, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9434, loss_cls: 0.6684, loss: 0.6684, grad_norm: 5.4529 2021-06-18 17:50:52,149 - mmaction - INFO - Epoch [100][540/1879] lr: 2.000e-04, eta: 0:13:07, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8273, top5_acc: 0.9469, loss_cls: 0.6577, loss: 0.6577, grad_norm: 5.3937 2021-06-18 17:51:03,300 - mmaction - INFO - Epoch [100][560/1879] lr: 2.000e-04, eta: 0:12:55, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9437, loss_cls: 0.6511, loss: 0.6511, grad_norm: 5.3033 2021-06-18 17:51:14,424 - mmaction - INFO - Epoch [100][580/1879] lr: 2.000e-04, eta: 0:12:44, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9406, loss_cls: 0.6706, loss: 0.6706, grad_norm: 5.2994 2021-06-18 17:51:25,571 - mmaction - INFO - Epoch [100][600/1879] lr: 2.000e-04, eta: 0:12:32, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9461, loss_cls: 0.6752, loss: 0.6752, grad_norm: 5.2849 2021-06-18 17:51:36,709 - mmaction - INFO - Epoch [100][620/1879] lr: 2.000e-04, eta: 0:12:20, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9426, loss_cls: 0.6831, loss: 0.6831, grad_norm: 5.4491 2021-06-18 17:51:47,861 - mmaction - INFO - Epoch [100][640/1879] lr: 2.000e-04, eta: 0:12:08, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8313, top5_acc: 0.9437, loss_cls: 0.6609, loss: 0.6609, grad_norm: 5.3211 2021-06-18 17:51:59,021 - mmaction - INFO - Epoch [100][660/1879] lr: 2.000e-04, eta: 0:11:57, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8355, top5_acc: 0.9430, loss_cls: 0.6674, loss: 0.6674, grad_norm: 5.3112 2021-06-18 17:52:10,178 - mmaction - INFO - Epoch [100][680/1879] lr: 2.000e-04, eta: 0:11:45, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9508, loss_cls: 0.6504, loss: 0.6504, grad_norm: 5.3642 2021-06-18 17:52:21,318 - mmaction - INFO - Epoch [100][700/1879] lr: 2.000e-04, eta: 0:11:33, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8332, top5_acc: 0.9441, loss_cls: 0.6664, loss: 0.6664, grad_norm: 5.3421 2021-06-18 17:52:32,475 - mmaction - INFO - Epoch [100][720/1879] lr: 2.000e-04, eta: 0:11:21, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8316, top5_acc: 0.9465, loss_cls: 0.6486, loss: 0.6486, grad_norm: 5.2345 2021-06-18 17:52:43,630 - mmaction - INFO - Epoch [100][740/1879] lr: 2.000e-04, eta: 0:11:10, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9484, loss_cls: 0.6598, loss: 0.6598, grad_norm: 5.3011 2021-06-18 17:52:54,774 - mmaction - INFO - Epoch [100][760/1879] lr: 2.000e-04, eta: 0:10:58, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8242, top5_acc: 0.9520, loss_cls: 0.6661, loss: 0.6661, grad_norm: 5.4035 2021-06-18 17:53:05,919 - mmaction - INFO - Epoch [100][780/1879] lr: 2.000e-04, eta: 0:10:46, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9496, loss_cls: 0.6677, loss: 0.6677, grad_norm: 5.3603 2021-06-18 17:53:17,062 - mmaction - INFO - Epoch [100][800/1879] lr: 2.000e-04, eta: 0:10:34, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8168, top5_acc: 0.9441, loss_cls: 0.6942, loss: 0.6942, grad_norm: 5.5168 2021-06-18 17:53:28,210 - mmaction - INFO - Epoch [100][820/1879] lr: 2.000e-04, eta: 0:10:22, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9492, loss_cls: 0.6680, loss: 0.6680, grad_norm: 5.3648 2021-06-18 17:53:39,358 - mmaction - INFO - Epoch [100][840/1879] lr: 2.000e-04, eta: 0:10:11, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8160, top5_acc: 0.9441, loss_cls: 0.7067, loss: 0.7067, grad_norm: 5.5482 2021-06-18 17:53:50,498 - mmaction - INFO - Epoch [100][860/1879] lr: 2.000e-04, eta: 0:09:59, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8176, top5_acc: 0.9457, loss_cls: 0.6829, loss: 0.6829, grad_norm: 5.5525 2021-06-18 17:54:01,647 - mmaction - INFO - Epoch [100][880/1879] lr: 2.000e-04, eta: 0:09:47, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9500, loss_cls: 0.6698, loss: 0.6698, grad_norm: 5.4683 2021-06-18 17:54:12,792 - mmaction - INFO - Epoch [100][900/1879] lr: 2.000e-04, eta: 0:09:35, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9391, loss_cls: 0.7127, loss: 0.7127, grad_norm: 5.5352 2021-06-18 17:54:23,954 - mmaction - INFO - Epoch [100][920/1879] lr: 2.000e-04, eta: 0:09:24, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9449, loss_cls: 0.6753, loss: 0.6753, grad_norm: 5.4716 2021-06-18 17:54:35,122 - mmaction - INFO - Epoch [100][940/1879] lr: 2.000e-04, eta: 0:09:12, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8211, top5_acc: 0.9496, loss_cls: 0.6644, loss: 0.6644, grad_norm: 5.3798 2021-06-18 17:54:46,279 - mmaction - INFO - Epoch [100][960/1879] lr: 2.000e-04, eta: 0:09:00, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8262, top5_acc: 0.9480, loss_cls: 0.6489, loss: 0.6489, grad_norm: 5.2083 2021-06-18 17:54:57,408 - mmaction - INFO - Epoch [100][980/1879] lr: 2.000e-04, eta: 0:08:48, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9457, loss_cls: 0.6764, loss: 0.6764, grad_norm: 5.4959 2021-06-18 17:55:08,559 - mmaction - INFO - Epoch [100][1000/1879] lr: 2.000e-04, eta: 0:08:37, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8266, top5_acc: 0.9457, loss_cls: 0.6889, loss: 0.6889, grad_norm: 5.3652 2021-06-18 17:55:19,694 - mmaction - INFO - Epoch [100][1020/1879] lr: 2.000e-04, eta: 0:08:25, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9457, loss_cls: 0.6880, loss: 0.6880, grad_norm: 5.4310 2021-06-18 17:55:30,845 - mmaction - INFO - Epoch [100][1040/1879] lr: 2.000e-04, eta: 0:08:13, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9500, loss_cls: 0.6367, loss: 0.6367, grad_norm: 5.2520 2021-06-18 17:55:42,004 - mmaction - INFO - Epoch [100][1060/1879] lr: 2.000e-04, eta: 0:08:01, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9523, loss_cls: 0.6295, loss: 0.6295, grad_norm: 5.3628 2021-06-18 17:55:53,153 - mmaction - INFO - Epoch [100][1080/1879] lr: 2.000e-04, eta: 0:07:49, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8281, top5_acc: 0.9473, loss_cls: 0.6630, loss: 0.6630, grad_norm: 5.4497 2021-06-18 17:56:04,330 - mmaction - INFO - Epoch [100][1100/1879] lr: 2.000e-04, eta: 0:07:38, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8152, top5_acc: 0.9402, loss_cls: 0.7211, loss: 0.7211, grad_norm: 5.6156 2021-06-18 17:56:15,481 - mmaction - INFO - Epoch [100][1120/1879] lr: 2.000e-04, eta: 0:07:26, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8277, top5_acc: 0.9535, loss_cls: 0.6444, loss: 0.6444, grad_norm: 5.2929 2021-06-18 17:56:26,645 - mmaction - INFO - Epoch [100][1140/1879] lr: 2.000e-04, eta: 0:07:14, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8340, top5_acc: 0.9520, loss_cls: 0.6358, loss: 0.6358, grad_norm: 5.2895 2021-06-18 17:56:37,802 - mmaction - INFO - Epoch [100][1160/1879] lr: 2.000e-04, eta: 0:07:02, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9480, loss_cls: 0.6748, loss: 0.6748, grad_norm: 5.4335 2021-06-18 17:56:48,957 - mmaction - INFO - Epoch [100][1180/1879] lr: 2.000e-04, eta: 0:06:51, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8320, top5_acc: 0.9477, loss_cls: 0.6789, loss: 0.6789, grad_norm: 5.4829 2021-06-18 17:57:00,120 - mmaction - INFO - Epoch [100][1200/1879] lr: 2.000e-04, eta: 0:06:39, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8254, top5_acc: 0.9395, loss_cls: 0.6889, loss: 0.6889, grad_norm: 5.4402 2021-06-18 17:57:11,286 - mmaction - INFO - Epoch [100][1220/1879] lr: 2.000e-04, eta: 0:06:27, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8301, top5_acc: 0.9465, loss_cls: 0.6596, loss: 0.6596, grad_norm: 5.3862 2021-06-18 17:57:22,446 - mmaction - INFO - Epoch [100][1240/1879] lr: 2.000e-04, eta: 0:06:15, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8156, top5_acc: 0.9469, loss_cls: 0.6768, loss: 0.6768, grad_norm: 5.4026 2021-06-18 17:57:33,594 - mmaction - INFO - Epoch [100][1260/1879] lr: 2.000e-04, eta: 0:06:04, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8309, top5_acc: 0.9488, loss_cls: 0.6417, loss: 0.6417, grad_norm: 5.3204 2021-06-18 17:57:44,809 - mmaction - INFO - Epoch [100][1280/1879] lr: 2.000e-04, eta: 0:05:52, time: 0.560, data_time: 0.004, memory: 7080, top1_acc: 0.8297, top5_acc: 0.9461, loss_cls: 0.6797, loss: 0.6797, grad_norm: 5.5096 2021-06-18 17:57:55,956 - mmaction - INFO - Epoch [100][1300/1879] lr: 2.000e-04, eta: 0:05:40, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9480, loss_cls: 0.6369, loss: 0.6369, grad_norm: 5.1398 2021-06-18 17:58:07,106 - mmaction - INFO - Epoch [100][1320/1879] lr: 2.000e-04, eta: 0:05:28, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9512, loss_cls: 0.6489, loss: 0.6489, grad_norm: 5.3668 2021-06-18 17:58:18,253 - mmaction - INFO - Epoch [100][1340/1879] lr: 2.000e-04, eta: 0:05:17, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8215, top5_acc: 0.9391, loss_cls: 0.6964, loss: 0.6964, grad_norm: 5.2728 2021-06-18 17:58:29,396 - mmaction - INFO - Epoch [100][1360/1879] lr: 2.000e-04, eta: 0:05:05, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8363, top5_acc: 0.9449, loss_cls: 0.6455, loss: 0.6455, grad_norm: 5.2409 2021-06-18 17:58:40,534 - mmaction - INFO - Epoch [100][1380/1879] lr: 2.000e-04, eta: 0:04:53, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9504, loss_cls: 0.6661, loss: 0.6661, grad_norm: 5.4828 2021-06-18 17:58:51,701 - mmaction - INFO - Epoch [100][1400/1879] lr: 2.000e-04, eta: 0:04:41, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8391, top5_acc: 0.9523, loss_cls: 0.6043, loss: 0.6043, grad_norm: 5.1970 2021-06-18 17:59:02,858 - mmaction - INFO - Epoch [100][1420/1879] lr: 2.000e-04, eta: 0:04:29, time: 0.559, data_time: 0.002, memory: 7080, top1_acc: 0.8137, top5_acc: 0.9434, loss_cls: 0.7267, loss: 0.7267, grad_norm: 5.5174 2021-06-18 17:59:14,019 - mmaction - INFO - Epoch [100][1440/1879] lr: 2.000e-04, eta: 0:04:18, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8207, top5_acc: 0.9477, loss_cls: 0.6868, loss: 0.6868, grad_norm: 5.5504 2021-06-18 17:59:25,160 - mmaction - INFO - Epoch [100][1460/1879] lr: 2.000e-04, eta: 0:04:06, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8219, top5_acc: 0.9398, loss_cls: 0.6802, loss: 0.6802, grad_norm: 5.3239 2021-06-18 17:59:36,291 - mmaction - INFO - Epoch [100][1480/1879] lr: 2.000e-04, eta: 0:03:54, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8250, top5_acc: 0.9500, loss_cls: 0.6755, loss: 0.6755, grad_norm: 5.4644 2021-06-18 17:59:47,442 - mmaction - INFO - Epoch [100][1500/1879] lr: 2.000e-04, eta: 0:03:42, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8344, top5_acc: 0.9512, loss_cls: 0.6356, loss: 0.6356, grad_norm: 5.2455 2021-06-18 17:59:58,601 - mmaction - INFO - Epoch [100][1520/1879] lr: 2.000e-04, eta: 0:03:31, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8469, top5_acc: 0.9496, loss_cls: 0.6330, loss: 0.6330, grad_norm: 5.1655 2021-06-18 18:00:11,394 - mmaction - INFO - Epoch [100][1540/1879] lr: 2.000e-04, eta: 0:03:19, time: 0.640, data_time: 0.003, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9469, loss_cls: 0.6707, loss: 0.6707, grad_norm: 5.3587 2021-06-18 18:00:22,515 - mmaction - INFO - Epoch [100][1560/1879] lr: 2.000e-04, eta: 0:03:07, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9461, loss_cls: 0.6635, loss: 0.6635, grad_norm: 5.3645 2021-06-18 18:00:33,669 - mmaction - INFO - Epoch [100][1580/1879] lr: 2.000e-04, eta: 0:02:55, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8258, top5_acc: 0.9449, loss_cls: 0.6796, loss: 0.6796, grad_norm: 5.3619 2021-06-18 18:00:44,843 - mmaction - INFO - Epoch [100][1600/1879] lr: 2.000e-04, eta: 0:02:44, time: 0.559, data_time: 0.003, memory: 7080, top1_acc: 0.8246, top5_acc: 0.9484, loss_cls: 0.6532, loss: 0.6532, grad_norm: 5.4508 2021-06-18 18:00:55,997 - mmaction - INFO - Epoch [100][1620/1879] lr: 2.000e-04, eta: 0:02:32, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8238, top5_acc: 0.9461, loss_cls: 0.6789, loss: 0.6789, grad_norm: 5.4570 2021-06-18 18:01:07,141 - mmaction - INFO - Epoch [100][1640/1879] lr: 2.000e-04, eta: 0:02:20, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8289, top5_acc: 0.9395, loss_cls: 0.6842, loss: 0.6842, grad_norm: 5.4366 2021-06-18 18:01:18,304 - mmaction - INFO - Epoch [100][1660/1879] lr: 2.000e-04, eta: 0:02:08, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9516, loss_cls: 0.6373, loss: 0.6373, grad_norm: 5.1877 2021-06-18 18:01:29,453 - mmaction - INFO - Epoch [100][1680/1879] lr: 2.000e-04, eta: 0:01:57, time: 0.558, data_time: 0.001, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9426, loss_cls: 0.6899, loss: 0.6899, grad_norm: 5.4143 2021-06-18 18:01:40,611 - mmaction - INFO - Epoch [100][1700/1879] lr: 2.000e-04, eta: 0:01:45, time: 0.557, data_time: 0.002, memory: 7080, top1_acc: 0.8383, top5_acc: 0.9566, loss_cls: 0.6119, loss: 0.6119, grad_norm: 5.2261 2021-06-18 18:01:51,748 - mmaction - INFO - Epoch [100][1720/1879] lr: 2.000e-04, eta: 0:01:33, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8348, top5_acc: 0.9457, loss_cls: 0.6417, loss: 0.6417, grad_norm: 5.1743 2021-06-18 18:02:02,890 - mmaction - INFO - Epoch [100][1740/1879] lr: 2.000e-04, eta: 0:01:21, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8234, top5_acc: 0.9406, loss_cls: 0.6872, loss: 0.6872, grad_norm: 5.4050 2021-06-18 18:02:14,028 - mmaction - INFO - Epoch [100][1760/1879] lr: 2.000e-04, eta: 0:01:09, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9582, loss_cls: 0.6444, loss: 0.6444, grad_norm: 5.4447 2021-06-18 18:02:25,164 - mmaction - INFO - Epoch [100][1780/1879] lr: 2.000e-04, eta: 0:00:58, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8352, top5_acc: 0.9422, loss_cls: 0.6625, loss: 0.6625, grad_norm: 5.3737 2021-06-18 18:02:36,311 - mmaction - INFO - Epoch [100][1800/1879] lr: 2.000e-04, eta: 0:00:46, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8336, top5_acc: 0.9473, loss_cls: 0.6647, loss: 0.6647, grad_norm: 5.4561 2021-06-18 18:02:47,469 - mmaction - INFO - Epoch [100][1820/1879] lr: 2.000e-04, eta: 0:00:34, time: 0.558, data_time: 0.002, memory: 7080, top1_acc: 0.8227, top5_acc: 0.9445, loss_cls: 0.6844, loss: 0.6844, grad_norm: 5.4685 2021-06-18 18:02:58,592 - mmaction - INFO - Epoch [100][1840/1879] lr: 2.000e-04, eta: 0:00:22, time: 0.556, data_time: 0.001, memory: 7080, top1_acc: 0.8223, top5_acc: 0.9387, loss_cls: 0.7129, loss: 0.7129, grad_norm: 5.5257 2021-06-18 18:03:09,736 - mmaction - INFO - Epoch [100][1860/1879] lr: 2.000e-04, eta: 0:00:11, time: 0.557, data_time: 0.001, memory: 7080, top1_acc: 0.8324, top5_acc: 0.9477, loss_cls: 0.6515, loss: 0.6515, grad_norm: 5.4046 2021-06-18 18:04:54,872 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 18:04:55,755 - mmaction - INFO - top1_acc 0.7156 top5_acc 0.8994 2021-06-18 18:04:55,755 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 18:04:55,789 - mmaction - INFO - mean_acc 0.7155 2021-06-18 18:04:55,800 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-06-18 18:04:56,604 - mmaction - INFO - Epoch(val) [100][104] top1_acc: 0.7156, top5_acc: 0.8994, mean_class_accuracy: 0.7155