2021-06-21 11:58:44,684 - 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 ------------------------------------------------------------ 2021-06-21 11:58:44,684 - mmaction - INFO - Distributed training: True 2021-06-21 11:58:45,517 - mmaction - INFO - Config: model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8, num_segments=16), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True, num_segments=16), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=1) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = 'work_dirs/tsm_r50_uniform_1x1x16_50e_kinetics400_rgb/latest.pth' workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=4, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=6), test_dataloader=dict(videos_per_gpu=6), train=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/kinetics400/rawframes_train', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], start=40, gpu_collect=True) optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 work_dir = './work_dirs/tsm_r50_uniform_1x1x16_50e_kinetics400_rgb/' gpu_ids = range(0, 16) omnisource = False module_hooks = [] 2021-06-21 11:58:52,549 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-06-21 11:58:55,948 - mmaction - INFO - load checkpoint from work_dirs/tsm_r50_uniform_1x1x16_50e_kinetics400_rgb/latest.pth 2021-06-21 11:58:55,949 - mmaction - INFO - Use load_from_local loader 2021-06-21 11:58:59,420 - mmaction - INFO - config in checkpoint meta info error. skip 2021-06-21 11:58:59,521 - mmaction - INFO - resumed epoch 27, iter 101439 2021-06-21 11:58:59,522 - mmaction - INFO - Start running, host: linjintao@SH-IDC2-172-20-21-218, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/tsm_r50_uniform_1x1x16_50e_kinetics400_rgb 2021-06-21 11:58:59,523 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2021-06-21 12:00:24,191 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-03, eta: 4 days, 5:33:12, time: 4.232, data_time: 3.333, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.5856 2021-06-21 12:00:35,184 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-03, eta: 2 days, 9:21:43, time: 0.550, data_time: 0.005, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.6789 2021-06-21 12:00:46,147 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-03, eta: 1 day, 18:37:19, time: 0.549, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8891, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.6288 2021-06-21 12:00:57,124 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-03, eta: 1 day, 11:14:39, time: 0.548, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.6861 2021-06-21 12:01:08,132 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-03, eta: 1 day, 6:49:56, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0008, loss: 1.0008, grad_norm: 5.4614 2021-06-21 12:01:19,153 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-03, eta: 1 day, 3:53:08, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9846, loss: 0.9846, grad_norm: 5.5138 2021-06-21 12:01:30,188 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-03, eta: 1 day, 1:47:15, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5513 2021-06-21 12:01:41,219 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-03, eta: 1 day, 0:12:31, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 1.0198, loss: 1.0198, grad_norm: 5.3800 2021-06-21 12:01:52,265 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-03, eta: 22:59:09, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.8797 2021-06-21 12:02:03,354 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-03, eta: 22:00:29, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7117, top5_acc: 0.9094, loss_cls: 1.0611, loss: 1.0611, grad_norm: 5.7023 2021-06-21 12:02:14,552 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-03, eta: 21:13:24, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.6765 2021-06-21 12:02:25,672 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-03, eta: 20:33:27, time: 0.555, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9961, loss: 0.9961, grad_norm: 5.2990 2021-06-21 12:02:36,781 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-03, eta: 19:59:44, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0331, loss: 1.0331, grad_norm: 5.4214 2021-06-21 12:02:48,003 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-03, eta: 19:31:14, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0434, loss: 1.0434, grad_norm: 5.4655 2021-06-21 12:02:59,196 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-03, eta: 19:06:31, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0223, loss: 1.0223, grad_norm: 5.4161 2021-06-21 12:03:10,374 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-03, eta: 18:44:41, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0731, loss: 1.0731, grad_norm: 5.6400 2021-06-21 12:03:21,577 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-03, eta: 18:25:36, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0296, loss: 1.0296, grad_norm: 5.3323 2021-06-21 12:03:32,803 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-03, eta: 18:08:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6925 2021-06-21 12:03:44,129 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-03, eta: 17:53:51, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0781, loss: 1.0781, grad_norm: 5.5167 2021-06-21 12:03:55,337 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-03, eta: 17:40:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.4522 2021-06-21 12:04:06,537 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-03, eta: 17:27:35, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.0817, loss: 1.0817, grad_norm: 5.8057 2021-06-21 12:04:17,781 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-03, eta: 17:16:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0662, loss: 1.0662, grad_norm: 5.3543 2021-06-21 12:04:29,009 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-03, eta: 17:06:02, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0433, loss: 1.0433, grad_norm: 5.4747 2021-06-21 12:04:40,237 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-03, eta: 16:56:31, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9195, loss_cls: 1.0476, loss: 1.0476, grad_norm: 5.4989 2021-06-21 12:04:51,480 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-03, eta: 16:47:52, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0381, loss: 1.0381, grad_norm: 5.4140 2021-06-21 12:05:05,694 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-03, eta: 16:47:45, time: 0.706, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0413, loss: 1.0413, grad_norm: 5.6996 2021-06-21 12:05:16,874 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-03, eta: 16:40:04, time: 0.563, data_time: 0.005, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0881, loss: 1.0881, grad_norm: 5.5850 2021-06-21 12:05:28,023 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-03, eta: 16:32:35, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0427, loss: 1.0427, grad_norm: 5.5556 2021-06-21 12:05:39,230 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-03, eta: 16:25:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.8290 2021-06-21 12:05:50,448 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-03, eta: 16:19:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0237, loss: 1.0237, grad_norm: 5.3689 2021-06-21 12:06:01,639 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-03, eta: 16:13:27, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0082, loss: 1.0082, grad_norm: 5.6222 2021-06-21 12:06:12,933 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-03, eta: 16:08:00, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9784, loss: 0.9784, grad_norm: 5.4597 2021-06-21 12:06:24,127 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-03, eta: 16:02:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.6862 2021-06-21 12:06:35,339 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-03, eta: 15:57:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0349, loss: 1.0349, grad_norm: 5.4572 2021-06-21 12:06:46,469 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-03, eta: 15:52:53, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7070, top5_acc: 0.9023, loss_cls: 1.0870, loss: 1.0870, grad_norm: 5.6032 2021-06-21 12:06:57,730 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-03, eta: 15:48:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1059, loss: 1.1059, grad_norm: 5.7251 2021-06-21 12:07:08,832 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-03, eta: 15:44:06, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.7595 2021-06-21 12:07:19,990 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-03, eta: 15:39:58, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.9520 2021-06-21 12:07:31,207 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-03, eta: 15:36:13, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.5574 2021-06-21 12:07:42,373 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-03, eta: 15:32:29, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.7738 2021-06-21 12:07:53,606 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-03, eta: 15:29:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.6742 2021-06-21 12:08:04,861 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-03, eta: 15:25:51, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 1.0043, loss: 1.0043, grad_norm: 5.3642 2021-06-21 12:08:16,096 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-03, eta: 15:22:45, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.6386 2021-06-21 12:08:27,268 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-03, eta: 15:19:38, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0445, loss: 1.0445, grad_norm: 5.4852 2021-06-21 12:08:38,462 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-03, eta: 15:16:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9731, loss: 0.9731, grad_norm: 5.2538 2021-06-21 12:08:49,664 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-03, eta: 15:13:56, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.5753 2021-06-21 12:09:00,793 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-03, eta: 15:11:10, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0236, loss: 1.0236, grad_norm: 5.5365 2021-06-21 12:09:11,974 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-03, eta: 15:08:32, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0293, loss: 1.0293, grad_norm: 5.6046 2021-06-21 12:09:23,173 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-03, eta: 15:06:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.5042 2021-06-21 12:09:34,339 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-03, eta: 15:03:38, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0891, loss: 1.0891, grad_norm: 5.7524 2021-06-21 12:09:45,544 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-03, eta: 15:01:21, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0662, loss: 1.0662, grad_norm: 5.7199 2021-06-21 12:09:56,720 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-03, eta: 14:59:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0519, loss: 1.0519, grad_norm: 5.5577 2021-06-21 12:10:07,873 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-03, eta: 14:56:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0806, loss: 1.0806, grad_norm: 5.6679 2021-06-21 12:10:19,098 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-03, eta: 14:54:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0266, loss: 1.0266, grad_norm: 5.6018 2021-06-21 12:10:30,366 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-03, eta: 14:52:57, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9487, loss: 0.9487, grad_norm: 5.1961 2021-06-21 12:10:41,550 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-03, eta: 14:50:58, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0400, loss: 1.0400, grad_norm: 5.6354 2021-06-21 12:10:52,753 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-03, eta: 14:49:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0639, loss: 1.0639, grad_norm: 5.6346 2021-06-21 12:11:03,999 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-03, eta: 14:47:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.7474 2021-06-21 12:11:15,194 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-03, eta: 14:45:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.0571, loss: 1.0571, grad_norm: 5.5811 2021-06-21 12:11:26,398 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-03, eta: 14:43:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0309, loss: 1.0309, grad_norm: 5.5428 2021-06-21 12:11:37,564 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-03, eta: 14:42:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.7812 2021-06-21 12:11:48,811 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-03, eta: 14:40:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0520, loss: 1.0520, grad_norm: 5.5268 2021-06-21 12:11:59,950 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-03, eta: 14:39:00, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0294, loss: 1.0294, grad_norm: 5.5900 2021-06-21 12:12:11,176 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-03, eta: 14:37:29, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9955, loss: 0.9955, grad_norm: 5.5019 2021-06-21 12:12:22,369 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-03, eta: 14:36:01, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.4925 2021-06-21 12:12:33,545 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-03, eta: 14:34:32, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0243, loss: 1.0243, grad_norm: 5.6290 2021-06-21 12:12:44,691 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-03, eta: 14:33:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9148, loss_cls: 1.0225, loss: 1.0225, grad_norm: 5.5037 2021-06-21 12:12:55,841 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-03, eta: 14:31:39, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.0834, loss: 1.0834, grad_norm: 5.7265 2021-06-21 12:13:07,111 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-03, eta: 14:30:24, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.5430 2021-06-21 12:13:18,335 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-03, eta: 14:29:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0097, loss: 1.0097, grad_norm: 5.3384 2021-06-21 12:13:29,518 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-03, eta: 14:27:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0127, loss: 1.0127, grad_norm: 5.3933 2021-06-21 12:13:40,683 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-03, eta: 14:26:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0547, loss: 1.0547, grad_norm: 5.5896 2021-06-21 12:13:51,875 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-03, eta: 14:25:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0239, loss: 1.0239, grad_norm: 5.4488 2021-06-21 12:14:03,040 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-03, eta: 14:24:07, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0716, loss: 1.0716, grad_norm: 5.6485 2021-06-21 12:14:14,223 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-03, eta: 14:22:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0132, loss: 1.0132, grad_norm: 5.3357 2021-06-21 12:14:25,362 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-03, eta: 14:21:45, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9993, loss: 0.9993, grad_norm: 5.4946 2021-06-21 12:14:36,562 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-03, eta: 14:20:40, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6482 2021-06-21 12:14:47,729 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-03, eta: 14:19:32, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9932, loss: 0.9932, grad_norm: 5.4723 2021-06-21 12:14:58,983 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-03, eta: 14:18:33, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.4750 2021-06-21 12:15:10,136 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-03, eta: 14:17:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0511, loss: 1.0511, grad_norm: 5.5594 2021-06-21 12:15:21,367 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-03, eta: 14:16:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1129, loss: 1.1129, grad_norm: 5.8667 2021-06-21 12:15:32,598 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-03, eta: 14:15:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.6675 2021-06-21 12:15:43,755 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-03, eta: 14:14:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 1.0498, loss: 1.0498, grad_norm: 5.6360 2021-06-21 12:15:54,963 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-03, eta: 14:13:32, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9117, loss_cls: 1.0561, loss: 1.0561, grad_norm: 5.9444 2021-06-21 12:16:06,119 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-03, eta: 14:12:34, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0305, loss: 1.0305, grad_norm: 5.5884 2021-06-21 12:16:17,334 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-03, eta: 14:11:39, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 1.0079, loss: 1.0079, grad_norm: 5.4726 2021-06-21 12:16:28,485 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-03, eta: 14:10:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0792, loss: 1.0792, grad_norm: 5.6773 2021-06-21 12:16:39,705 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-03, eta: 14:09:50, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.5558 2021-06-21 12:16:50,913 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-03, eta: 14:08:59, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.5789 2021-06-21 12:17:02,081 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-03, eta: 14:08:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.8199 2021-06-21 12:17:13,227 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-03, eta: 14:07:13, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.6182 2021-06-21 12:17:24,458 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-03, eta: 14:06:24, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.5601 2021-06-21 12:17:35,642 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-03, eta: 14:05:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0402, loss: 1.0402, grad_norm: 5.4734 2021-06-21 12:17:46,865 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-03, eta: 14:04:47, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9936, loss: 0.9936, grad_norm: 5.3278 2021-06-21 12:17:58,047 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-03, eta: 14:04:00, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0754, loss: 1.0754, grad_norm: 5.7801 2021-06-21 12:18:09,223 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-03, eta: 14:03:12, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9276, loss: 0.9276, grad_norm: 5.2139 2021-06-21 12:18:20,421 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-03, eta: 14:02:26, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.7925 2021-06-21 12:18:31,604 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-03, eta: 14:01:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9273, loss_cls: 1.0172, loss: 1.0172, grad_norm: 5.5774 2021-06-21 12:18:42,764 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-03, eta: 14:00:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0761, loss: 1.0761, grad_norm: 5.6750 2021-06-21 12:18:53,926 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-03, eta: 14:00:08, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0277, loss: 1.0277, grad_norm: 5.7369 2021-06-21 12:19:05,084 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-03, eta: 13:59:24, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9739, loss: 0.9739, grad_norm: 5.1975 2021-06-21 12:19:16,337 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-03, eta: 13:58:43, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.6040 2021-06-21 12:19:27,565 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-03, eta: 13:58:04, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.6453 2021-06-21 12:19:38,751 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-03, eta: 13:57:21, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0440, loss: 1.0440, grad_norm: 5.5812 2021-06-21 12:19:49,980 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-03, eta: 13:56:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0267, loss: 1.0267, grad_norm: 5.6759 2021-06-21 12:20:01,133 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-03, eta: 13:56:00, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.7171 2021-06-21 12:20:12,333 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-03, eta: 13:55:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0609, loss: 1.0609, grad_norm: 5.7928 2021-06-21 12:20:23,513 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-03, eta: 13:54:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0836, loss: 1.0836, grad_norm: 5.8590 2021-06-21 12:20:34,666 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-03, eta: 13:54:00, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 1.0280, loss: 1.0280, grad_norm: 5.4870 2021-06-21 12:20:45,829 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-03, eta: 13:53:21, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.7247 2021-06-21 12:20:57,088 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-03, eta: 13:52:46, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.8133 2021-06-21 12:21:08,284 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-03, eta: 13:52:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 1.0152, loss: 1.0152, grad_norm: 5.4414 2021-06-21 12:21:19,487 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-03, eta: 13:51:32, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0718, loss: 1.0718, grad_norm: 5.7065 2021-06-21 12:21:30,636 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-03, eta: 13:50:54, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0711, loss: 1.0711, grad_norm: 5.7091 2021-06-21 12:21:41,894 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-03, eta: 13:50:21, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0446, loss: 1.0446, grad_norm: 5.4769 2021-06-21 12:21:53,110 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-03, eta: 13:49:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 1.0115, loss: 1.0115, grad_norm: 5.4845 2021-06-21 12:22:04,299 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-03, eta: 13:49:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1148, loss: 1.1148, grad_norm: 5.6288 2021-06-21 12:22:15,517 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-03, eta: 13:48:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.7527 2021-06-21 12:22:26,699 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-03, eta: 13:48:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0635, loss: 1.0635, grad_norm: 5.6005 2021-06-21 12:22:37,860 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-03, eta: 13:47:27, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0458, loss: 1.0458, grad_norm: 5.7095 2021-06-21 12:22:49,000 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-03, eta: 13:46:52, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0560, loss: 1.0560, grad_norm: 5.4878 2021-06-21 12:23:00,251 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-03, eta: 13:46:20, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9141, loss_cls: 1.0202, loss: 1.0202, grad_norm: 5.5824 2021-06-21 12:23:11,441 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-03, eta: 13:45:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.7140 2021-06-21 12:23:22,668 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-03, eta: 13:45:16, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0762, loss: 1.0762, grad_norm: 5.6246 2021-06-21 12:23:33,809 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-03, eta: 13:44:42, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0033, loss: 1.0033, grad_norm: 5.4690 2021-06-21 12:23:45,041 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-03, eta: 13:44:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.6663 2021-06-21 12:23:56,251 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-03, eta: 13:43:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0640, loss: 1.0640, grad_norm: 5.6624 2021-06-21 12:24:07,536 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-03, eta: 13:43:12, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9133, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.6567 2021-06-21 12:24:18,773 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-03, eta: 13:42:43, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 1.0044, loss: 1.0044, grad_norm: 5.5331 2021-06-21 12:24:29,934 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-03, eta: 13:42:11, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.8769 2021-06-21 12:24:41,120 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-03, eta: 13:41:41, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9172, loss_cls: 1.0162, loss: 1.0162, grad_norm: 5.6894 2021-06-21 12:24:52,275 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-03, eta: 13:41:09, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.7806 2021-06-21 12:25:03,466 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-03, eta: 13:40:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.9086, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.6311 2021-06-21 12:25:14,651 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-03, eta: 13:40:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9203, loss_cls: 1.0612, loss: 1.0612, grad_norm: 5.8302 2021-06-21 12:25:25,887 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-03, eta: 13:39:43, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.7881 2021-06-21 12:25:37,075 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-03, eta: 13:39:13, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.8445 2021-06-21 12:25:48,259 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-03, eta: 13:38:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.5875 2021-06-21 12:25:59,497 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-03, eta: 13:38:17, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0733, loss: 1.0733, grad_norm: 5.6685 2021-06-21 12:26:10,697 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-03, eta: 13:37:50, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0747, loss: 1.0747, grad_norm: 5.6214 2021-06-21 12:26:21,920 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-03, eta: 13:37:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.6496 2021-06-21 12:26:33,165 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-03, eta: 13:36:56, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0493, loss: 1.0493, grad_norm: 5.5561 2021-06-21 12:26:44,350 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-03, eta: 13:36:28, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0578, loss: 1.0578, grad_norm: 5.6347 2021-06-21 12:26:55,547 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-03, eta: 13:36:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0743, loss: 1.0743, grad_norm: 5.6319 2021-06-21 12:27:06,765 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-03, eta: 13:35:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7156, top5_acc: 0.9086, loss_cls: 1.0564, loss: 1.0564, grad_norm: 5.6233 2021-06-21 12:27:17,972 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-03, eta: 13:35:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0498, loss: 1.0498, grad_norm: 5.6387 2021-06-21 12:27:29,135 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-03, eta: 13:34:41, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 0.9976, loss: 0.9976, grad_norm: 5.5007 2021-06-21 12:27:40,369 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-03, eta: 13:34:16, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0631, loss: 1.0631, grad_norm: 5.6045 2021-06-21 12:27:51,573 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-03, eta: 13:33:50, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.7354 2021-06-21 12:28:02,804 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-03, eta: 13:33:25, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9172, loss_cls: 0.9778, loss: 0.9778, grad_norm: 5.5565 2021-06-21 12:28:14,072 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-03, eta: 13:33:01, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.6468 2021-06-21 12:28:25,287 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-03, eta: 13:32:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.0673, loss: 1.0673, grad_norm: 5.5875 2021-06-21 12:28:36,459 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-03, eta: 13:32:10, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 1.0264, loss: 1.0264, grad_norm: 5.5588 2021-06-21 12:28:47,675 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-03, eta: 13:31:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0262, loss: 1.0262, grad_norm: 5.6261 2021-06-21 12:28:58,826 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-03, eta: 13:31:20, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9070, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.6475 2021-06-21 12:29:09,992 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-03, eta: 13:30:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 1.0419, loss: 1.0419, grad_norm: 5.7423 2021-06-21 12:29:21,173 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-03, eta: 13:30:29, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9658, loss: 0.9658, grad_norm: 5.3443 2021-06-21 12:29:32,349 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-03, eta: 13:30:04, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.0202 2021-06-21 12:29:43,555 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-03, eta: 13:29:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0345, loss: 1.0345, grad_norm: 5.6662 2021-06-21 12:29:54,693 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-03, eta: 13:29:15, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0049, loss: 1.0049, grad_norm: 5.5909 2021-06-21 12:30:05,932 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-03, eta: 13:28:52, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.9003 2021-06-21 12:30:17,113 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-03, eta: 13:28:28, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.7559 2021-06-21 12:30:28,294 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-03, eta: 13:28:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0596, loss: 1.0596, grad_norm: 5.6757 2021-06-21 12:30:39,455 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-03, eta: 13:27:39, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.7486 2021-06-21 12:30:50,625 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-03, eta: 13:27:15, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 1.0030, loss: 1.0030, grad_norm: 5.4952 2021-06-21 12:31:01,796 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-03, eta: 13:26:52, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.6473 2021-06-21 12:31:12,972 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-03, eta: 13:26:28, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0470, loss: 1.0470, grad_norm: 5.6367 2021-06-21 12:31:24,143 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-03, eta: 13:26:05, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0683, loss: 1.0683, grad_norm: 5.7612 2021-06-21 12:31:35,297 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-03, eta: 13:25:41, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0119, loss: 1.0119, grad_norm: 5.6798 2021-06-21 12:31:46,510 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-03, eta: 13:25:19, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0731, loss: 1.0731, grad_norm: 5.7528 2021-06-21 12:31:57,682 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-03, eta: 13:24:55, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9531, loss: 0.9531, grad_norm: 5.4409 2021-06-21 12:32:08,858 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-03, eta: 13:24:33, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9102, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.7255 2021-06-21 12:32:20,011 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-03, eta: 13:24:09, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0621, loss: 1.0621, grad_norm: 5.8875 2021-06-21 12:32:31,250 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-03, eta: 13:23:49, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0701, loss: 1.0701, grad_norm: 5.7034 2021-06-21 12:32:42,410 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-03, eta: 13:23:25, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9956, loss: 0.9956, grad_norm: 5.4681 2021-06-21 12:32:53,619 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-03, eta: 13:23:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0564, loss: 1.0564, grad_norm: 5.5755 2021-06-21 12:33:04,819 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-03, eta: 13:22:42, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9047, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.5179 2021-06-21 12:33:16,037 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-03, eta: 13:22:22, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0282, loss: 1.0282, grad_norm: 5.5066 2021-06-21 12:33:27,205 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-03, eta: 13:21:59, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.0781, loss: 1.0781, grad_norm: 5.7252 2021-06-21 12:33:38,383 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-03, eta: 13:21:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.6702 2021-06-21 12:33:49,579 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-03, eta: 13:21:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0640, loss: 1.0640, grad_norm: 5.6692 2021-06-21 12:34:00,784 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-03, eta: 13:20:56, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9454, loss: 0.9454, grad_norm: 5.3230 2021-06-21 12:34:11,962 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-03, eta: 13:20:34, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0228, loss: 1.0228, grad_norm: 5.4433 2021-06-21 12:34:23,168 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-03, eta: 13:20:14, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.5518 2021-06-21 12:34:34,407 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-03, eta: 13:19:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0143, loss: 1.0143, grad_norm: 5.6426 2021-06-21 12:34:45,575 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-03, eta: 13:19:32, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.8246 2021-06-21 12:34:56,715 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-03, eta: 13:19:10, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.4903 2021-06-21 12:35:07,968 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-03, eta: 13:18:51, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.6641 2021-06-21 12:35:33,011 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-06-21 12:37:44,576 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-03, eta: 13:58:28, time: 6.554, data_time: 5.949, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0508, loss: 1.0508, grad_norm: 5.6363 2021-06-21 12:37:55,537 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-03, eta: 13:57:50, time: 0.548, data_time: 0.003, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0230, loss: 1.0230, grad_norm: 5.6234 2021-06-21 12:38:06,550 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-03, eta: 13:57:13, time: 0.550, data_time: 0.003, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9234, loss_cls: 0.9784, loss: 0.9784, grad_norm: 5.4375 2021-06-21 12:38:17,536 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-03, eta: 13:56:35, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9625, loss: 0.9625, grad_norm: 5.3750 2021-06-21 12:38:28,558 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-03, eta: 13:55:59, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0266, loss: 1.0266, grad_norm: 5.5584 2021-06-21 12:38:39,569 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-03, eta: 13:55:22, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.4384 2021-06-21 12:38:50,626 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-03, eta: 13:54:47, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0057, loss: 1.0057, grad_norm: 5.4997 2021-06-21 12:39:01,733 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-03, eta: 13:54:13, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0320, loss: 1.0320, grad_norm: 5.5244 2021-06-21 12:39:12,845 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-03, eta: 13:53:39, time: 0.555, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 1.0174, loss: 1.0174, grad_norm: 5.5108 2021-06-21 12:39:24,058 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-03, eta: 13:53:08, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0561, loss: 1.0561, grad_norm: 5.6671 2021-06-21 12:39:35,211 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-03, eta: 13:52:36, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9867, loss: 0.9867, grad_norm: 5.5851 2021-06-21 12:39:46,470 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-03, eta: 13:52:06, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0178, loss: 1.0178, grad_norm: 5.5447 2021-06-21 12:39:57,616 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-03, eta: 13:51:34, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0491, loss: 1.0491, grad_norm: 5.5778 2021-06-21 12:40:09,160 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-03, eta: 13:51:11, time: 0.578, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9899, loss: 0.9899, grad_norm: 5.5463 2021-06-21 12:40:20,392 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-03, eta: 13:50:40, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.9283 2021-06-21 12:40:31,657 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-03, eta: 13:50:12, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.6425 2021-06-21 12:40:42,881 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-03, eta: 13:49:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0067, loss: 1.0067, grad_norm: 5.6303 2021-06-21 12:40:54,049 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-03, eta: 13:49:11, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0146, loss: 1.0146, grad_norm: 5.3983 2021-06-21 12:41:05,236 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-03, eta: 13:48:41, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.0714, loss: 1.0714, grad_norm: 5.6338 2021-06-21 12:41:16,381 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-03, eta: 13:48:11, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0541, loss: 1.0541, grad_norm: 5.6489 2021-06-21 12:41:27,606 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-03, eta: 13:47:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.0867, loss: 1.0867, grad_norm: 5.6924 2021-06-21 12:41:38,855 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-03, eta: 13:47:13, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0062, loss: 1.0062, grad_norm: 5.2940 2021-06-21 12:41:50,061 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-03, eta: 13:46:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9164, loss_cls: 1.0200, loss: 1.0200, grad_norm: 5.5511 2021-06-21 12:42:01,273 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-03, eta: 13:46:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 0.9599, loss: 0.9599, grad_norm: 5.4247 2021-06-21 12:42:12,493 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-03, eta: 13:45:47, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9876, loss: 0.9876, grad_norm: 5.6412 2021-06-21 12:42:23,716 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-03, eta: 13:45:19, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.7163 2021-06-21 12:42:34,904 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-03, eta: 13:44:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0690, loss: 1.0690, grad_norm: 5.9446 2021-06-21 12:42:46,157 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-03, eta: 13:44:23, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0443, loss: 1.0443, grad_norm: 5.8098 2021-06-21 12:42:57,321 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-03, eta: 13:43:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.7437 2021-06-21 12:43:08,491 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-03, eta: 13:43:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.0899, loss: 1.0899, grad_norm: 5.7380 2021-06-21 12:43:19,674 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-03, eta: 13:42:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9031, loss_cls: 1.0358, loss: 1.0358, grad_norm: 5.5536 2021-06-21 12:43:30,944 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-03, eta: 13:42:31, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0451, loss: 1.0451, grad_norm: 5.5733 2021-06-21 12:43:42,202 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-03, eta: 13:42:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0404, loss: 1.0404, grad_norm: 5.7485 2021-06-21 12:43:53,413 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-03, eta: 13:41:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0628, loss: 1.0628, grad_norm: 5.7630 2021-06-21 12:44:04,635 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-03, eta: 13:41:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0339, loss: 1.0339, grad_norm: 5.5601 2021-06-21 12:44:15,834 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-03, eta: 13:40:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.8352 2021-06-21 12:44:27,082 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-03, eta: 13:40:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.8351 2021-06-21 12:44:38,367 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-03, eta: 13:39:52, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0437, loss: 1.0437, grad_norm: 5.5486 2021-06-21 12:44:49,535 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-03, eta: 13:39:24, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1009, loss: 1.1009, grad_norm: 5.7209 2021-06-21 12:45:00,712 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-03, eta: 13:38:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.5210 2021-06-21 12:45:11,883 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-03, eta: 13:38:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0032, loss: 1.0032, grad_norm: 5.6867 2021-06-21 12:45:23,026 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-03, eta: 13:38:04, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9156, loss_cls: 1.0242, loss: 1.0242, grad_norm: 5.5856 2021-06-21 12:45:34,235 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-03, eta: 13:37:37, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0281, loss: 1.0281, grad_norm: 5.5306 2021-06-21 12:45:45,428 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-03, eta: 13:37:11, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.0387 2021-06-21 12:45:56,689 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-03, eta: 13:36:46, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9961, loss: 0.9961, grad_norm: 5.5919 2021-06-21 12:46:07,857 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-03, eta: 13:36:20, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9172, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.7434 2021-06-21 12:46:19,080 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-03, eta: 13:35:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0681, loss: 1.0681, grad_norm: 5.6987 2021-06-21 12:46:30,343 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-03, eta: 13:35:31, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9187, loss_cls: 1.0339, loss: 1.0339, grad_norm: 5.6302 2021-06-21 12:46:41,515 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-03, eta: 13:35:04, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0292, loss: 1.0292, grad_norm: 5.4863 2021-06-21 12:46:52,671 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-03, eta: 13:34:38, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 1.0059, loss: 1.0059, grad_norm: 5.4325 2021-06-21 12:47:03,878 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-03, eta: 13:34:13, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0089, loss: 1.0089, grad_norm: 5.4628 2021-06-21 12:47:15,146 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-03, eta: 13:33:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.7961 2021-06-21 12:47:26,352 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-03, eta: 13:33:25, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0239, loss: 1.0239, grad_norm: 5.5344 2021-06-21 12:47:37,522 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-03, eta: 13:32:59, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0514, loss: 1.0514, grad_norm: 5.7985 2021-06-21 12:47:48,743 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-03, eta: 13:32:35, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.5706 2021-06-21 12:47:59,957 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-03, eta: 13:32:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0208, loss: 1.0208, grad_norm: 5.6557 2021-06-21 12:48:11,162 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-03, eta: 13:31:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0292, loss: 1.0292, grad_norm: 5.7774 2021-06-21 12:48:22,377 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-03, eta: 13:31:22, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.8076 2021-06-21 12:48:33,545 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-03, eta: 13:30:57, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0269, loss: 1.0269, grad_norm: 5.7003 2021-06-21 12:48:44,721 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-03, eta: 13:30:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0652, loss: 1.0652, grad_norm: 5.6607 2021-06-21 12:48:55,967 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-03, eta: 13:30:09, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.8996 2021-06-21 12:49:07,178 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-03, eta: 13:29:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0291, loss: 1.0291, grad_norm: 5.5347 2021-06-21 12:49:18,426 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-03, eta: 13:29:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9704, loss: 0.9704, grad_norm: 5.5344 2021-06-21 12:49:29,580 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-03, eta: 13:28:58, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.1190 2021-06-21 12:49:40,773 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-03, eta: 13:28:34, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0812, loss: 1.0812, grad_norm: 5.7955 2021-06-21 12:49:51,923 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-03, eta: 13:28:10, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.8992, loss_cls: 1.0036, loss: 1.0036, grad_norm: 5.6218 2021-06-21 12:50:03,214 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-03, eta: 13:27:48, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0487, loss: 1.0487, grad_norm: 5.5458 2021-06-21 12:50:14,373 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-03, eta: 13:27:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9701, loss: 0.9701, grad_norm: 5.5643 2021-06-21 12:50:25,510 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-03, eta: 13:26:59, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9923, loss: 0.9923, grad_norm: 5.3413 2021-06-21 12:50:36,718 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-03, eta: 13:26:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.7778 2021-06-21 12:50:47,871 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-03, eta: 13:26:12, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0029, loss: 1.0029, grad_norm: 5.5481 2021-06-21 12:50:59,056 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-03, eta: 13:25:49, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.0538, loss: 1.0538, grad_norm: 5.6830 2021-06-21 12:51:10,202 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-03, eta: 13:25:25, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 1.0412, loss: 1.0412, grad_norm: 5.5645 2021-06-21 12:51:21,415 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-03, eta: 13:25:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0014, loss: 1.0014, grad_norm: 5.5193 2021-06-21 12:51:32,644 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-03, eta: 13:24:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9889, loss: 0.9889, grad_norm: 5.5162 2021-06-21 12:51:43,806 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-03, eta: 13:24:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0835, loss: 1.0835, grad_norm: 5.8731 2021-06-21 12:51:55,003 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-03, eta: 13:23:55, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0555, loss: 1.0555, grad_norm: 5.7009 2021-06-21 12:52:06,192 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-03, eta: 13:23:32, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.6201 2021-06-21 12:52:17,410 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-03, eta: 13:23:10, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0381, loss: 1.0381, grad_norm: 5.6325 2021-06-21 12:52:28,562 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-03, eta: 13:22:47, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.5727 2021-06-21 12:52:39,703 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-03, eta: 13:22:24, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0527, loss: 1.0527, grad_norm: 5.6956 2021-06-21 12:52:50,958 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-03, eta: 13:22:03, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0695, loss: 1.0695, grad_norm: 5.6250 2021-06-21 12:53:02,172 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-03, eta: 13:21:41, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0395, loss: 1.0395, grad_norm: 5.6616 2021-06-21 12:53:13,391 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-03, eta: 13:21:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9840, loss: 0.9840, grad_norm: 5.6716 2021-06-21 12:53:24,541 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-03, eta: 13:20:56, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.0883, loss: 1.0883, grad_norm: 5.8304 2021-06-21 12:53:35,735 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-03, eta: 13:20:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0605, loss: 1.0605, grad_norm: 5.7919 2021-06-21 12:53:46,945 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-03, eta: 13:20:13, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0749, loss: 1.0749, grad_norm: 5.6668 2021-06-21 12:53:58,103 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-03, eta: 13:19:51, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9914, loss: 0.9914, grad_norm: 5.4873 2021-06-21 12:54:09,308 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-03, eta: 13:19:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0962, loss: 1.0962, grad_norm: 5.6717 2021-06-21 12:54:20,415 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-03, eta: 13:19:06, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.8276 2021-06-21 12:54:31,550 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-03, eta: 13:18:44, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9117, loss_cls: 1.0559, loss: 1.0559, grad_norm: 5.9529 2021-06-21 12:54:42,709 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-03, eta: 13:18:22, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9242, loss_cls: 0.9693, loss: 0.9693, grad_norm: 5.7014 2021-06-21 12:54:53,988 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-03, eta: 13:18:02, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0612, loss: 1.0612, grad_norm: 5.6931 2021-06-21 12:55:05,131 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-03, eta: 13:17:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0771, loss: 1.0771, grad_norm: 5.8226 2021-06-21 12:55:16,380 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-03, eta: 13:17:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.8611 2021-06-21 12:55:27,588 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-03, eta: 13:16:59, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.6308 2021-06-21 12:55:38,744 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-03, eta: 13:16:37, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0503, loss: 1.0503, grad_norm: 5.6347 2021-06-21 12:55:49,925 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-03, eta: 13:16:16, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9211, loss_cls: 0.9657, loss: 0.9657, grad_norm: 5.5939 2021-06-21 12:56:01,087 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-03, eta: 13:15:54, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0477, loss: 1.0477, grad_norm: 5.6168 2021-06-21 12:56:12,340 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-03, eta: 13:15:34, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7164, top5_acc: 0.9039, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.9351 2021-06-21 12:56:23,503 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-03, eta: 13:15:13, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0640, loss: 1.0640, grad_norm: 5.7344 2021-06-21 12:56:34,670 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-03, eta: 13:14:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0298, loss: 1.0298, grad_norm: 5.6704 2021-06-21 12:56:45,887 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-03, eta: 13:14:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0660, loss: 1.0660, grad_norm: 5.8883 2021-06-21 12:56:57,062 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-03, eta: 13:14:11, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 1.0119, loss: 1.0119, grad_norm: 5.5548 2021-06-21 12:57:08,271 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-03, eta: 13:13:50, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0386, loss: 1.0386, grad_norm: 5.4794 2021-06-21 12:57:19,354 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-03, eta: 13:13:28, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.7569 2021-06-21 12:57:30,481 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-03, eta: 13:13:07, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.9641 2021-06-21 12:57:41,632 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-03, eta: 13:12:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0779, loss: 1.0779, grad_norm: 5.7428 2021-06-21 12:57:52,827 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-03, eta: 13:12:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0134, loss: 1.0134, grad_norm: 5.4929 2021-06-21 12:58:04,055 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-03, eta: 13:12:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0375, loss: 1.0375, grad_norm: 5.6057 2021-06-21 12:58:15,269 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-03, eta: 13:11:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.7755 2021-06-21 12:58:26,446 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-03, eta: 13:11:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.8082 2021-06-21 12:58:37,667 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-03, eta: 13:11:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0057, loss: 1.0057, grad_norm: 5.6674 2021-06-21 12:58:48,856 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-03, eta: 13:10:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.5731 2021-06-21 12:59:00,077 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-03, eta: 13:10:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.8977, loss_cls: 0.9899, loss: 0.9899, grad_norm: 5.5515 2021-06-21 12:59:11,210 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-03, eta: 13:10:06, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.7936 2021-06-21 12:59:22,417 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-03, eta: 13:09:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.7177 2021-06-21 12:59:33,580 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-03, eta: 13:09:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0407, loss: 1.0407, grad_norm: 5.7135 2021-06-21 12:59:44,765 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-03, eta: 13:09:06, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0197, loss: 1.0197, grad_norm: 5.6666 2021-06-21 12:59:55,960 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-03, eta: 13:08:47, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8906, loss_cls: 1.0808, loss: 1.0808, grad_norm: 5.7218 2021-06-21 13:00:07,213 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-03, eta: 13:08:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0648, loss: 1.0648, grad_norm: 5.7717 2021-06-21 13:00:18,400 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-03, eta: 13:08:08, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0059, loss: 1.0059, grad_norm: 5.6371 2021-06-21 13:00:29,602 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-03, eta: 13:07:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0313, loss: 1.0313, grad_norm: 5.6307 2021-06-21 13:00:40,808 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-03, eta: 13:07:29, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0016, loss: 1.0016, grad_norm: 5.4945 2021-06-21 13:00:52,032 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-03, eta: 13:07:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0899, loss: 1.0899, grad_norm: 5.9268 2021-06-21 13:01:03,270 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-03, eta: 13:06:52, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0212, loss: 1.0212, grad_norm: 5.6154 2021-06-21 13:01:14,443 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-03, eta: 13:06:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0140, loss: 1.0140, grad_norm: 5.6282 2021-06-21 13:01:25,728 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-03, eta: 13:06:14, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0864, loss: 1.0864, grad_norm: 5.7711 2021-06-21 13:01:36,940 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-03, eta: 13:05:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0766, loss: 1.0766, grad_norm: 5.7543 2021-06-21 13:01:48,132 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-03, eta: 13:05:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.8750 2021-06-21 13:01:59,330 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-03, eta: 13:05:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.8421 2021-06-21 13:02:10,498 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-03, eta: 13:04:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 1.0066, loss: 1.0066, grad_norm: 5.7462 2021-06-21 13:02:21,736 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-03, eta: 13:04:39, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.7382 2021-06-21 13:02:32,987 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-03, eta: 13:04:21, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.4785 2021-06-21 13:02:44,221 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-03, eta: 13:04:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0723, loss: 1.0723, grad_norm: 5.8026 2021-06-21 13:02:55,411 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-03, eta: 13:03:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.9656 2021-06-21 13:03:06,637 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-03, eta: 13:03:25, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0559, loss: 1.0559, grad_norm: 5.8983 2021-06-21 13:03:17,817 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-03, eta: 13:03:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 0.9979, loss: 0.9979, grad_norm: 5.6128 2021-06-21 13:03:29,017 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-03, eta: 13:02:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.6896 2021-06-21 13:03:40,238 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-03, eta: 13:02:29, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.7234 2021-06-21 13:03:51,464 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-03, eta: 13:02:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0556, loss: 1.0556, grad_norm: 5.6393 2021-06-21 13:04:02,634 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-03, eta: 13:01:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0246, loss: 1.0246, grad_norm: 5.6037 2021-06-21 13:04:13,914 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-03, eta: 13:01:34, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9714, loss: 0.9714, grad_norm: 5.4679 2021-06-21 13:04:25,071 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-03, eta: 13:01:16, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0775, loss: 1.0775, grad_norm: 5.6136 2021-06-21 13:04:36,348 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-03, eta: 13:00:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0968, loss: 1.0968, grad_norm: 5.7907 2021-06-21 13:04:47,512 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-03, eta: 13:00:40, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9774, loss: 0.9774, grad_norm: 5.5671 2021-06-21 13:04:58,650 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-03, eta: 13:00:20, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0601, loss: 1.0601, grad_norm: 5.4751 2021-06-21 13:05:09,900 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-03, eta: 13:00:03, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.8040 2021-06-21 13:05:21,138 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-03, eta: 12:59:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.6979 2021-06-21 13:05:32,339 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-03, eta: 12:59:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.1017, loss: 1.1017, grad_norm: 5.7415 2021-06-21 13:05:43,575 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-03, eta: 12:59:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0336, loss: 1.0336, grad_norm: 5.8969 2021-06-21 13:05:54,760 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-03, eta: 12:58:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 0.9747, loss: 0.9747, grad_norm: 5.3958 2021-06-21 13:06:05,898 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-03, eta: 12:58:32, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.9110 2021-06-21 13:06:17,032 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-03, eta: 12:58:14, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0792, loss: 1.0792, grad_norm: 5.7967 2021-06-21 13:06:28,212 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-03, eta: 12:57:55, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9164, loss_cls: 0.9931, loss: 0.9931, grad_norm: 5.6241 2021-06-21 13:06:39,367 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-03, eta: 12:57:37, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0772, loss: 1.0772, grad_norm: 5.7129 2021-06-21 13:06:50,591 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-03, eta: 12:57:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0566, loss: 1.0566, grad_norm: 5.6694 2021-06-21 13:07:01,810 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-03, eta: 12:57:02, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.0739, loss: 1.0739, grad_norm: 5.6680 2021-06-21 13:07:13,039 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-03, eta: 12:56:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.9255 2021-06-21 13:07:24,273 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-03, eta: 12:56:27, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0544, loss: 1.0544, grad_norm: 5.7948 2021-06-21 13:07:35,405 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-03, eta: 12:56:08, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.6858 2021-06-21 13:07:46,599 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-03, eta: 12:55:51, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9164, loss_cls: 1.0636, loss: 1.0636, grad_norm: 5.6989 2021-06-21 13:07:57,797 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-03, eta: 12:55:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0787, loss: 1.0787, grad_norm: 5.7458 2021-06-21 13:08:08,918 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-03, eta: 12:55:14, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 0.9931, loss: 0.9931, grad_norm: 5.6274 2021-06-21 13:08:20,126 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-03, eta: 12:54:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9023, loss_cls: 1.0089, loss: 1.0089, grad_norm: 5.6596 2021-06-21 13:08:31,371 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-03, eta: 12:54:40, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.7401 2021-06-21 13:08:42,597 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-03, eta: 12:54:23, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 1.0463, loss: 1.0463, grad_norm: 5.6981 2021-06-21 13:08:53,801 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-03, eta: 12:54:05, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.8569 2021-06-21 13:09:04,989 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-03, eta: 12:53:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0482, loss: 1.0482, grad_norm: 5.5290 2021-06-21 13:09:16,231 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-03, eta: 12:53:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0530, loss: 1.0530, grad_norm: 5.8560 2021-06-21 13:09:27,421 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-03, eta: 12:53:13, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0355, loss: 1.0355, grad_norm: 5.6769 2021-06-21 13:09:38,541 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-03, eta: 12:52:55, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 1.0077, loss: 1.0077, grad_norm: 5.7075 2021-06-21 13:09:49,738 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-03, eta: 12:52:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9701, loss: 0.9701, grad_norm: 5.5427 2021-06-21 13:10:00,886 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-03, eta: 12:52:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0283, loss: 1.0283, grad_norm: 5.8045 2021-06-21 13:10:12,042 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-03, eta: 12:52:02, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.8812 2021-06-21 13:10:23,226 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-03, eta: 12:51:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0380, loss: 1.0380, grad_norm: 5.8284 2021-06-21 13:10:34,397 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-03, eta: 12:51:27, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0482, loss: 1.0482, grad_norm: 5.6954 2021-06-21 13:10:45,527 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-03, eta: 12:51:09, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0695, loss: 1.0695, grad_norm: 5.7974 2021-06-21 13:10:56,760 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-03, eta: 12:50:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0899, loss: 1.0899, grad_norm: 5.8759 2021-06-21 13:11:07,967 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-03, eta: 12:50:36, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 1.0351, loss: 1.0351, grad_norm: 5.5437 2021-06-21 13:11:19,159 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-03, eta: 12:50:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0232, loss: 1.0232, grad_norm: 5.7788 2021-06-21 13:11:30,386 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-03, eta: 12:50:02, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0320, loss: 1.0320, grad_norm: 5.7898 2021-06-21 13:11:41,576 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-03, eta: 12:49:45, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0425, loss: 1.0425, grad_norm: 5.8052 2021-06-21 13:11:52,787 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-03, eta: 12:49:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0474, loss: 1.0474, grad_norm: 5.7546 2021-06-21 13:12:03,956 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-03, eta: 12:49:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0044, loss: 1.0044, grad_norm: 5.6744 2021-06-21 13:12:15,145 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-03, eta: 12:48:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.8864 2021-06-21 13:12:26,286 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-03, eta: 12:48:36, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0589, loss: 1.0589, grad_norm: 5.6837 2021-06-21 13:12:46,928 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-06-21 13:14:47,321 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-03, eta: 13:05:21, time: 5.983, data_time: 5.383, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0170, loss: 1.0170, grad_norm: 5.5583 2021-06-21 13:14:58,346 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-03, eta: 13:04:59, time: 0.551, data_time: 0.004, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.9868 2021-06-21 13:15:09,813 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-03, eta: 13:04:42, time: 0.573, data_time: 0.003, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 1.0300, loss: 1.0300, grad_norm: 5.6100 2021-06-21 13:15:20,826 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-03, eta: 13:04:21, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0077, loss: 1.0077, grad_norm: 5.6008 2021-06-21 13:15:31,839 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-03, eta: 13:03:59, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.9818 2021-06-21 13:15:42,887 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-03, eta: 13:03:38, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0483, loss: 1.0483, grad_norm: 5.7473 2021-06-21 13:15:53,946 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-03, eta: 13:03:17, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.7544 2021-06-21 13:16:05,022 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-03, eta: 13:02:57, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0107, loss: 1.0107, grad_norm: 5.5529 2021-06-21 13:16:16,123 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-03, eta: 13:02:36, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0125, loss: 1.0125, grad_norm: 5.5368 2021-06-21 13:16:27,257 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-03, eta: 13:02:16, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0363, loss: 1.0363, grad_norm: 5.8148 2021-06-21 13:16:38,511 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-03, eta: 13:01:57, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9102, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.8135 2021-06-21 13:16:49,693 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-03, eta: 13:01:38, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 1.0315, loss: 1.0315, grad_norm: 5.5891 2021-06-21 13:17:00,933 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-03, eta: 13:01:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0030, loss: 1.0030, grad_norm: 5.5104 2021-06-21 13:17:12,075 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-03, eta: 13:00:59, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9785, loss: 0.9785, grad_norm: 5.6760 2021-06-21 13:17:23,348 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-03, eta: 13:00:41, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0751, loss: 1.0751, grad_norm: 5.9682 2021-06-21 13:17:34,535 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-03, eta: 13:00:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.9326 2021-06-21 13:17:45,745 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-03, eta: 13:00:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0182, loss: 1.0182, grad_norm: 5.5832 2021-06-21 13:17:56,997 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-03, eta: 12:59:44, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9524, loss: 0.9524, grad_norm: 5.5313 2021-06-21 13:18:08,155 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-03, eta: 12:59:25, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 1.0108, loss: 1.0108, grad_norm: 5.5941 2021-06-21 13:18:19,377 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-03, eta: 12:59:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9156, loss_cls: 1.0308, loss: 1.0308, grad_norm: 5.7738 2021-06-21 13:18:30,639 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-03, eta: 12:58:47, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9757, loss: 0.9757, grad_norm: 5.6918 2021-06-21 13:18:41,775 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-03, eta: 12:58:28, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0506, loss: 1.0506, grad_norm: 5.8365 2021-06-21 13:18:52,965 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-03, eta: 12:58:09, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.9269 2021-06-21 13:19:04,156 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-03, eta: 12:57:50, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0277, loss: 1.0277, grad_norm: 5.7519 2021-06-21 13:19:15,293 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-03, eta: 12:57:30, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0691, loss: 1.0691, grad_norm: 5.9495 2021-06-21 13:19:26,492 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-03, eta: 12:57:12, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0369, loss: 1.0369, grad_norm: 5.7373 2021-06-21 13:19:37,740 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-03, eta: 12:56:54, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 0.9990, loss: 0.9990, grad_norm: 5.4868 2021-06-21 13:19:48,875 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-03, eta: 12:56:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0280, loss: 1.0280, grad_norm: 5.6886 2021-06-21 13:20:00,081 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-03, eta: 12:56:16, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0204, loss: 1.0204, grad_norm: 5.7244 2021-06-21 13:20:11,334 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-03, eta: 12:55:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0241, loss: 1.0241, grad_norm: 5.7887 2021-06-21 13:20:22,562 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-03, eta: 12:55:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9328, loss_cls: 0.9317, loss: 0.9317, grad_norm: 5.6571 2021-06-21 13:20:33,777 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-03, eta: 12:55:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0135, loss: 1.0135, grad_norm: 5.8458 2021-06-21 13:20:44,891 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-03, eta: 12:55:02, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0373, loss: 1.0373, grad_norm: 5.7714 2021-06-21 13:20:56,065 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-03, eta: 12:54:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9187, loss_cls: 1.0121, loss: 1.0121, grad_norm: 5.7673 2021-06-21 13:21:07,254 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-03, eta: 12:54:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 0.9959, loss: 0.9959, grad_norm: 5.6646 2021-06-21 13:21:18,512 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-03, eta: 12:54:07, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0374, loss: 1.0374, grad_norm: 5.7728 2021-06-21 13:21:29,740 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-03, eta: 12:53:49, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9505, loss: 0.9505, grad_norm: 5.4959 2021-06-21 13:21:40,913 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-03, eta: 12:53:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0133, loss: 1.0133, grad_norm: 5.6866 2021-06-21 13:21:52,107 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-03, eta: 12:53:12, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9849, loss: 0.9849, grad_norm: 5.6375 2021-06-21 13:22:03,351 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-03, eta: 12:52:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0055, loss: 1.0055, grad_norm: 5.8147 2021-06-21 13:22:14,480 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-03, eta: 12:52:35, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0302, loss: 1.0302, grad_norm: 5.7228 2021-06-21 13:22:25,667 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-03, eta: 12:52:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.9587 2021-06-21 13:22:36,890 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-03, eta: 12:51:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0130, loss: 1.0130, grad_norm: 5.7795 2021-06-21 13:22:48,073 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-03, eta: 12:51:40, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.8407 2021-06-21 13:22:59,291 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-03, eta: 12:51:23, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1011, loss: 1.1011, grad_norm: 5.8576 2021-06-21 13:23:10,460 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-03, eta: 12:51:04, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0951, loss: 1.0951, grad_norm: 5.9247 2021-06-21 13:23:21,646 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-03, eta: 12:50:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9047, loss_cls: 1.0787, loss: 1.0787, grad_norm: 5.7046 2021-06-21 13:23:32,845 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-03, eta: 12:50:28, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.0344 2021-06-21 13:23:44,069 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-03, eta: 12:50:10, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 1.0621, loss: 1.0621, grad_norm: 5.6988 2021-06-21 13:23:55,210 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-03, eta: 12:49:52, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0275, loss: 1.0275, grad_norm: 5.8377 2021-06-21 13:24:06,404 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-03, eta: 12:49:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 1.0324, loss: 1.0324, grad_norm: 5.6563 2021-06-21 13:24:17,577 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-03, eta: 12:49:16, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9989, loss: 0.9989, grad_norm: 5.2978 2021-06-21 13:24:28,850 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-03, eta: 12:48:59, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0662, loss: 1.0662, grad_norm: 5.6087 2021-06-21 13:24:40,014 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-03, eta: 12:48:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0282, loss: 1.0282, grad_norm: 5.8954 2021-06-21 13:24:51,160 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-03, eta: 12:48:22, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0207, loss: 1.0207, grad_norm: 5.6394 2021-06-21 13:25:02,441 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-03, eta: 12:48:05, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9842, loss: 0.9842, grad_norm: 5.7373 2021-06-21 13:25:13,628 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-03, eta: 12:47:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 1.0267, loss: 1.0267, grad_norm: 5.7487 2021-06-21 13:25:24,816 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-03, eta: 12:47:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0785, loss: 1.0785, grad_norm: 5.6670 2021-06-21 13:25:35,985 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-03, eta: 12:47:12, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0119, loss: 1.0119, grad_norm: 5.7105 2021-06-21 13:25:47,123 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-03, eta: 12:46:54, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7125, top5_acc: 0.9055, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.1093 2021-06-21 13:25:58,344 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-03, eta: 12:46:36, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9195, loss_cls: 1.0000, loss: 1.0000, grad_norm: 5.7174 2021-06-21 13:26:09,538 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-03, eta: 12:46:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9203, loss_cls: 0.9671, loss: 0.9671, grad_norm: 5.5634 2021-06-21 13:26:20,701 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-03, eta: 12:46:01, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0468, loss: 1.0468, grad_norm: 5.8988 2021-06-21 13:26:31,895 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-03, eta: 12:45:43, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0783, loss: 1.0783, grad_norm: 5.9159 2021-06-21 13:26:43,054 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-03, eta: 12:45:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.6974 2021-06-21 13:26:54,299 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-03, eta: 12:45:08, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9467, loss: 0.9467, grad_norm: 5.5039 2021-06-21 13:27:05,485 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-03, eta: 12:44:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0509, loss: 1.0509, grad_norm: 5.8591 2021-06-21 13:27:16,642 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-03, eta: 12:44:33, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0198, loss: 1.0198, grad_norm: 5.8166 2021-06-21 13:27:27,857 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-03, eta: 12:44:16, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9659, loss: 0.9659, grad_norm: 5.6579 2021-06-21 13:27:38,993 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-03, eta: 12:43:58, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9258, loss_cls: 0.9720, loss: 0.9720, grad_norm: 5.5849 2021-06-21 13:27:50,145 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-03, eta: 12:43:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9846, loss: 0.9846, grad_norm: 5.5014 2021-06-21 13:28:01,381 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-03, eta: 12:43:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0023, loss: 1.0023, grad_norm: 5.6235 2021-06-21 13:28:12,634 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-03, eta: 12:43:07, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0267, loss: 1.0267, grad_norm: 5.7651 2021-06-21 13:28:23,834 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-03, eta: 12:42:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0518, loss: 1.0518, grad_norm: 5.8928 2021-06-21 13:28:35,070 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-03, eta: 12:42:33, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.8887 2021-06-21 13:28:46,212 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-03, eta: 12:42:15, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0087, loss: 1.0087, grad_norm: 5.7730 2021-06-21 13:28:57,326 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-03, eta: 12:41:57, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0640, loss: 1.0640, grad_norm: 5.8160 2021-06-21 13:29:08,541 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-03, eta: 12:41:40, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0196, loss: 1.0196, grad_norm: 5.8213 2021-06-21 13:29:19,774 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-03, eta: 12:41:23, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0716, loss: 1.0716, grad_norm: 5.9208 2021-06-21 13:29:30,967 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-03, eta: 12:41:06, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0300, loss: 1.0300, grad_norm: 5.7945 2021-06-21 13:29:42,091 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-03, eta: 12:40:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0221, loss: 1.0221, grad_norm: 5.7923 2021-06-21 13:29:53,267 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-03, eta: 12:40:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0263, loss: 1.0263, grad_norm: 5.9512 2021-06-21 13:30:04,492 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-03, eta: 12:40:15, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 1.0272, loss: 1.0272, grad_norm: 5.7123 2021-06-21 13:30:15,692 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-03, eta: 12:39:58, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.9463 2021-06-21 13:30:26,850 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-03, eta: 12:39:40, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9047, loss_cls: 1.0145, loss: 1.0145, grad_norm: 5.7986 2021-06-21 13:30:37,958 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-03, eta: 12:39:23, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0140, loss: 1.0140, grad_norm: 5.7304 2021-06-21 13:30:49,176 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-03, eta: 12:39:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.0387 2021-06-21 13:31:00,328 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-03, eta: 12:38:49, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 0.9850, loss: 0.9850, grad_norm: 5.6998 2021-06-21 13:31:11,503 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-03, eta: 12:38:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0151, loss: 1.0151, grad_norm: 5.6753 2021-06-21 13:31:22,654 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-03, eta: 12:38:14, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9637, loss: 0.9637, grad_norm: 5.5513 2021-06-21 13:31:33,858 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-03, eta: 12:37:58, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0209, loss: 1.0209, grad_norm: 5.8547 2021-06-21 13:31:45,099 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-03, eta: 12:37:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0451, loss: 1.0451, grad_norm: 5.7232 2021-06-21 13:31:56,261 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-03, eta: 12:37:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7063, top5_acc: 0.9039, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.9393 2021-06-21 13:32:07,438 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-03, eta: 12:37:07, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9688, loss: 0.9688, grad_norm: 5.6767 2021-06-21 13:32:18,567 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-03, eta: 12:36:50, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.9535 2021-06-21 13:32:29,774 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-03, eta: 12:36:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.9117, loss_cls: 1.0506, loss: 1.0506, grad_norm: 5.7760 2021-06-21 13:32:40,982 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-03, eta: 12:36:17, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.7285 2021-06-21 13:32:52,194 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-03, eta: 12:36:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1036, loss: 1.1036, grad_norm: 5.9466 2021-06-21 13:33:03,353 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-03, eta: 12:35:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0698, loss: 1.0698, grad_norm: 5.8155 2021-06-21 13:33:14,507 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-03, eta: 12:35:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 1.0085, loss: 1.0085, grad_norm: 5.6430 2021-06-21 13:33:25,684 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-03, eta: 12:35:10, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0554, loss: 1.0554, grad_norm: 5.9011 2021-06-21 13:33:36,868 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-03, eta: 12:34:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0860, loss: 1.0860, grad_norm: 5.9106 2021-06-21 13:33:48,084 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-03, eta: 12:34:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0138, loss: 1.0138, grad_norm: 5.6937 2021-06-21 13:33:59,333 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-03, eta: 12:34:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0360, loss: 1.0360, grad_norm: 5.7332 2021-06-21 13:34:10,519 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-03, eta: 12:34:04, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0211, loss: 1.0211, grad_norm: 5.6209 2021-06-21 13:34:21,798 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-03, eta: 12:33:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0308, loss: 1.0308, grad_norm: 5.6535 2021-06-21 13:34:32,960 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-03, eta: 12:33:32, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 1.0031, loss: 1.0031, grad_norm: 5.6746 2021-06-21 13:34:44,108 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-03, eta: 12:33:15, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.9355 2021-06-21 13:34:55,331 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-03, eta: 12:32:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9016, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.0189 2021-06-21 13:35:06,720 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-03, eta: 12:32:44, time: 0.569, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 1.0129, loss: 1.0129, grad_norm: 5.7299 2021-06-21 13:35:17,923 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-03, eta: 12:32:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0757, loss: 1.0757, grad_norm: 5.8428 2021-06-21 13:35:29,126 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-03, eta: 12:32:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.8984 2021-06-21 13:35:40,352 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-03, eta: 12:31:55, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0183, loss: 1.0183, grad_norm: 5.6793 2021-06-21 13:35:51,478 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-03, eta: 12:31:38, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0619, loss: 1.0619, grad_norm: 5.7008 2021-06-21 13:36:02,732 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-03, eta: 12:31:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0284, loss: 1.0284, grad_norm: 5.8269 2021-06-21 13:36:13,880 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-03, eta: 12:31:06, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9023, loss_cls: 1.0576, loss: 1.0576, grad_norm: 5.8381 2021-06-21 13:36:25,095 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-03, eta: 12:30:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9839, loss: 0.9839, grad_norm: 5.5944 2021-06-21 13:36:36,339 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-03, eta: 12:30:34, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 1.0729, loss: 1.0729, grad_norm: 5.9348 2021-06-21 13:36:47,518 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-03, eta: 12:30:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0267, loss: 1.0267, grad_norm: 5.8278 2021-06-21 13:36:58,728 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-03, eta: 12:30:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.7711 2021-06-21 13:37:09,915 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-03, eta: 12:29:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.8699 2021-06-21 13:37:21,064 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-03, eta: 12:29:29, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0400, loss: 1.0400, grad_norm: 5.7278 2021-06-21 13:37:32,265 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-03, eta: 12:29:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9849, loss: 0.9849, grad_norm: 5.5740 2021-06-21 13:37:43,462 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-03, eta: 12:28:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0271, loss: 1.0271, grad_norm: 5.5512 2021-06-21 13:37:54,630 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-03, eta: 12:28:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9979, loss: 0.9979, grad_norm: 5.6885 2021-06-21 13:38:05,874 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-03, eta: 12:28:25, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9541, loss: 0.9541, grad_norm: 5.6143 2021-06-21 13:38:17,142 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-03, eta: 12:28:09, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9195, loss_cls: 1.0266, loss: 1.0266, grad_norm: 5.8225 2021-06-21 13:38:28,286 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-03, eta: 12:27:53, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.0728, loss: 1.0728, grad_norm: 5.6386 2021-06-21 13:38:39,426 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-03, eta: 12:27:36, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0917, loss: 1.0917, grad_norm: 5.8945 2021-06-21 13:38:50,593 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-03, eta: 12:27:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0221, loss: 1.0221, grad_norm: 5.8302 2021-06-21 13:39:01,842 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-03, eta: 12:27:05, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9748, loss: 0.9748, grad_norm: 5.7894 2021-06-21 13:39:13,085 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-03, eta: 12:26:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0541, loss: 1.0541, grad_norm: 5.9649 2021-06-21 13:39:24,353 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-03, eta: 12:26:34, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9794, loss: 0.9794, grad_norm: 5.6736 2021-06-21 13:39:35,559 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-03, eta: 12:26:18, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.8625 2021-06-21 13:39:46,755 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-03, eta: 12:26:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.0070 2021-06-21 13:39:57,884 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-03, eta: 12:25:46, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.0380 2021-06-21 13:40:09,105 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-03, eta: 12:25:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0547, loss: 1.0547, grad_norm: 5.9550 2021-06-21 13:40:20,266 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-03, eta: 12:25:14, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0374, loss: 1.0374, grad_norm: 5.7389 2021-06-21 13:40:31,504 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-03, eta: 12:24:58, time: 0.562, data_time: 0.005, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0395, loss: 1.0395, grad_norm: 5.8625 2021-06-21 13:40:42,683 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-03, eta: 12:24:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9039, loss_cls: 1.0863, loss: 1.0863, grad_norm: 5.8375 2021-06-21 13:40:53,913 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-03, eta: 12:24:27, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0476, loss: 1.0476, grad_norm: 5.8805 2021-06-21 13:41:05,149 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-03, eta: 12:24:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9211, loss_cls: 0.9452, loss: 0.9452, grad_norm: 5.6695 2021-06-21 13:41:16,306 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-03, eta: 12:23:55, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0272, loss: 1.0272, grad_norm: 5.6282 2021-06-21 13:41:27,504 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-03, eta: 12:23:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 1.0312, loss: 1.0312, grad_norm: 5.6659 2021-06-21 13:41:38,813 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-03, eta: 12:23:25, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9172, loss_cls: 1.0104, loss: 1.0104, grad_norm: 5.7259 2021-06-21 13:41:49,942 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-03, eta: 12:23:09, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0061, loss: 1.0061, grad_norm: 5.8838 2021-06-21 13:42:01,145 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-03, eta: 12:22:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.7523 2021-06-21 13:42:12,314 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-03, eta: 12:22:37, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.8875 2021-06-21 13:42:23,465 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-03, eta: 12:22:21, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.0189 2021-06-21 13:42:34,639 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-03, eta: 12:22:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9869, loss: 0.9869, grad_norm: 5.5088 2021-06-21 13:42:45,844 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-03, eta: 12:21:50, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0797, loss: 1.0797, grad_norm: 5.9656 2021-06-21 13:42:57,082 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-03, eta: 12:21:34, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0464, loss: 1.0464, grad_norm: 5.7216 2021-06-21 13:43:08,212 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-03, eta: 12:21:19, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9961, loss: 0.9961, grad_norm: 5.7284 2021-06-21 13:43:19,531 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-03, eta: 12:21:04, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0211, loss: 1.0211, grad_norm: 5.8928 2021-06-21 13:43:30,769 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-03, eta: 12:20:49, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.7901 2021-06-21 13:43:41,946 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-03, eta: 12:20:33, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.9133 2021-06-21 13:43:53,117 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-03, eta: 12:20:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 1.0024, loss: 1.0024, grad_norm: 5.6995 2021-06-21 13:44:04,280 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-03, eta: 12:20:02, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9971, loss: 0.9971, grad_norm: 5.8498 2021-06-21 13:44:15,447 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-03, eta: 12:19:46, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9932, loss: 0.9932, grad_norm: 5.6798 2021-06-21 13:44:26,596 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-03, eta: 12:19:30, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1086, loss: 1.1086, grad_norm: 6.0032 2021-06-21 13:44:37,771 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-03, eta: 12:19:15, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.9045 2021-06-21 13:44:49,006 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-03, eta: 12:18:59, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.0802, loss: 1.0802, grad_norm: 5.8810 2021-06-21 13:45:00,194 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-03, eta: 12:18:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.9200 2021-06-21 13:45:11,380 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-03, eta: 12:18:28, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0697, loss: 1.0697, grad_norm: 5.9830 2021-06-21 13:45:22,579 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-03, eta: 12:18:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0873, loss: 1.0873, grad_norm: 5.8600 2021-06-21 13:45:33,815 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-03, eta: 12:17:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0213, loss: 1.0213, grad_norm: 5.8598 2021-06-21 13:45:44,998 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-03, eta: 12:17:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.7162 2021-06-21 13:45:56,163 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-03, eta: 12:17:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0412, loss: 1.0412, grad_norm: 5.7956 2021-06-21 13:46:07,362 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-03, eta: 12:17:12, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9738, loss: 0.9738, grad_norm: 5.7722 2021-06-21 13:46:18,551 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-03, eta: 12:16:56, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0509, loss: 1.0509, grad_norm: 5.9924 2021-06-21 13:46:29,801 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-03, eta: 12:16:41, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9164, loss_cls: 0.9880, loss: 0.9880, grad_norm: 5.8002 2021-06-21 13:46:41,064 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-03, eta: 12:16:27, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0442, loss: 1.0442, grad_norm: 5.8259 2021-06-21 13:46:52,205 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-03, eta: 12:16:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.0473 2021-06-21 13:47:03,403 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-03, eta: 12:15:56, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.8509 2021-06-21 13:47:14,547 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-03, eta: 12:15:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0510, loss: 1.0510, grad_norm: 5.8928 2021-06-21 13:47:25,718 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-03, eta: 12:15:25, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 1.0476, loss: 1.0476, grad_norm: 5.9185 2021-06-21 13:47:36,965 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-03, eta: 12:15:10, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1082, loss: 1.1082, grad_norm: 6.0415 2021-06-21 13:47:48,149 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-03, eta: 12:14:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0112, loss: 1.0112, grad_norm: 5.6407 2021-06-21 13:47:59,413 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-03, eta: 12:14:40, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.0175 2021-06-21 13:48:10,607 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-03, eta: 12:14:25, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0229, loss: 1.0229, grad_norm: 5.6466 2021-06-21 13:48:21,818 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-03, eta: 12:14:10, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0532, loss: 1.0532, grad_norm: 5.7527 2021-06-21 13:48:33,046 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-03, eta: 12:13:55, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.9179 2021-06-21 13:48:44,200 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-03, eta: 12:13:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0457, loss: 1.0457, grad_norm: 5.6952 2021-06-21 13:48:55,410 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-03, eta: 12:13:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.9213 2021-06-21 13:49:06,578 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-03, eta: 12:13:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0761, loss: 1.0761, grad_norm: 5.9471 2021-06-21 13:49:17,740 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-03, eta: 12:12:54, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0647, loss: 1.0647, grad_norm: 5.8536 2021-06-21 13:49:29,014 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-03, eta: 12:12:39, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 1.0329, loss: 1.0329, grad_norm: 5.7723 2021-06-21 13:49:48,612 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-06-21 13:51:52,147 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-03, eta: 12:23:30, time: 6.132, data_time: 5.520, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0562, loss: 1.0562, grad_norm: 5.9561 2021-06-21 13:52:03,122 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-03, eta: 12:23:12, time: 0.550, data_time: 0.003, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1080, loss: 1.1080, grad_norm: 5.7686 2021-06-21 13:52:14,148 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-03, eta: 12:22:54, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0082, loss: 1.0082, grad_norm: 5.8296 2021-06-21 13:52:25,175 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-03, eta: 12:22:37, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.7852 2021-06-21 13:52:36,186 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-03, eta: 12:22:19, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 0.9917, loss: 0.9917, grad_norm: 5.6877 2021-06-21 13:52:47,210 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-03, eta: 12:22:02, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9180, loss_cls: 1.0248, loss: 1.0248, grad_norm: 5.7904 2021-06-21 13:52:58,298 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-03, eta: 12:21:45, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.8984, loss_cls: 1.0271, loss: 1.0271, grad_norm: 5.5299 2021-06-21 13:53:09,437 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-03, eta: 12:21:28, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 1.0352, loss: 1.0352, grad_norm: 5.8342 2021-06-21 13:53:20,633 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-03, eta: 12:21:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0302, loss: 1.0302, grad_norm: 5.9384 2021-06-21 13:53:31,878 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-03, eta: 12:20:56, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.9679 2021-06-21 13:53:43,077 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-03, eta: 12:20:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0264, loss: 1.0264, grad_norm: 5.9957 2021-06-21 13:53:54,286 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-03, eta: 12:20:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0190, loss: 1.0190, grad_norm: 5.8100 2021-06-21 13:54:05,546 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-03, eta: 12:20:08, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0545, loss: 1.0545, grad_norm: 5.7766 2021-06-21 13:54:16,758 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-03, eta: 12:19:52, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0198, loss: 1.0198, grad_norm: 5.7864 2021-06-21 13:54:28,033 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-03, eta: 12:19:36, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.1181 2021-06-21 13:54:39,230 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-03, eta: 12:19:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9965, loss: 0.9965, grad_norm: 5.6193 2021-06-21 13:54:50,456 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-03, eta: 12:19:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0116, loss: 1.0116, grad_norm: 5.7371 2021-06-21 13:55:02,797 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-03, eta: 12:18:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9928, loss: 0.9928, grad_norm: 5.7606 2021-06-21 13:55:14,349 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-03, eta: 12:18:42, time: 0.633, data_time: 0.057, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9901, loss: 0.9901, grad_norm: 5.6363 2021-06-21 13:55:25,495 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-03, eta: 12:18:25, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0539, loss: 1.0539, grad_norm: 5.8745 2021-06-21 13:55:36,663 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-03, eta: 12:18:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9832, loss: 0.9832, grad_norm: 5.7021 2021-06-21 13:55:47,812 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-03, eta: 12:17:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0463, loss: 1.0463, grad_norm: 5.7985 2021-06-21 13:55:59,087 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-03, eta: 12:17:37, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 1.0035, loss: 1.0035, grad_norm: 5.7219 2021-06-21 13:56:10,298 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-03, eta: 12:17:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0680, loss: 1.0680, grad_norm: 5.8978 2021-06-21 13:56:21,514 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-03, eta: 12:17:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 1.0102, loss: 1.0102, grad_norm: 5.8118 2021-06-21 13:56:32,664 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-03, eta: 12:16:49, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9047, loss_cls: 1.0557, loss: 1.0557, grad_norm: 5.9564 2021-06-21 13:56:43,932 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-03, eta: 12:16:33, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9954, loss: 0.9954, grad_norm: 5.6325 2021-06-21 13:56:55,213 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-03, eta: 12:16:18, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0307, loss: 1.0307, grad_norm: 5.8808 2021-06-21 13:57:06,433 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-03, eta: 12:16:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0772, loss: 1.0772, grad_norm: 5.9440 2021-06-21 13:57:17,571 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-03, eta: 12:15:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0407, loss: 1.0407, grad_norm: 5.9258 2021-06-21 13:57:28,772 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-03, eta: 12:15:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9806, loss: 0.9806, grad_norm: 5.4648 2021-06-21 13:57:40,020 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-03, eta: 12:15:14, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0224, loss: 1.0224, grad_norm: 5.7952 2021-06-21 13:57:51,216 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-03, eta: 12:14:59, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9133, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.0004 2021-06-21 13:58:02,387 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-03, eta: 12:14:43, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9958, loss: 0.9958, grad_norm: 5.6616 2021-06-21 13:58:13,583 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-03, eta: 12:14:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.9543, loss: 0.9543, grad_norm: 5.6691 2021-06-21 13:58:24,749 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-03, eta: 12:14:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0013, loss: 1.0013, grad_norm: 5.7489 2021-06-21 13:58:35,988 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-03, eta: 12:13:55, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0241, loss: 1.0241, grad_norm: 5.5919 2021-06-21 13:58:47,250 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-03, eta: 12:13:40, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 0.9959, loss: 0.9959, grad_norm: 5.6837 2021-06-21 13:58:58,450 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-03, eta: 12:13:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9094, loss_cls: 0.9772, loss: 0.9772, grad_norm: 5.8338 2021-06-21 13:59:09,621 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-03, eta: 12:13:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0659, loss: 1.0659, grad_norm: 5.7857 2021-06-21 13:59:20,777 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-03, eta: 12:12:52, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9745, loss: 0.9745, grad_norm: 5.7496 2021-06-21 13:59:32,006 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-03, eta: 12:12:37, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0114, loss: 1.0114, grad_norm: 5.8240 2021-06-21 13:59:43,167 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-03, eta: 12:12:21, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9867, loss: 0.9867, grad_norm: 5.5667 2021-06-21 13:59:54,365 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-03, eta: 12:12:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0261, loss: 1.0261, grad_norm: 5.8542 2021-06-21 14:00:05,548 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-03, eta: 12:11:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9860, loss: 0.9860, grad_norm: 5.7570 2021-06-21 14:00:16,693 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-03, eta: 12:11:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9676, loss: 0.9676, grad_norm: 5.7202 2021-06-21 14:00:27,854 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-03, eta: 12:11:17, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0769, loss: 1.0769, grad_norm: 5.8259 2021-06-21 14:00:39,127 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-03, eta: 12:11:02, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 0.9937, loss: 0.9937, grad_norm: 5.7514 2021-06-21 14:00:50,332 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-03, eta: 12:10:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0333, loss: 1.0333, grad_norm: 5.7966 2021-06-21 14:01:01,551 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-03, eta: 12:10:31, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9845, loss: 0.9845, grad_norm: 5.6669 2021-06-21 14:01:12,724 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-03, eta: 12:10:15, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9078, loss_cls: 1.0016, loss: 1.0016, grad_norm: 5.8254 2021-06-21 14:01:23,940 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-03, eta: 12:10:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0194, loss: 1.0194, grad_norm: 5.8297 2021-06-21 14:01:35,132 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-03, eta: 12:09:44, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.8200 2021-06-21 14:01:46,261 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-03, eta: 12:09:28, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9172, loss_cls: 1.0332, loss: 1.0332, grad_norm: 5.9799 2021-06-21 14:01:57,454 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-03, eta: 12:09:13, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0436, loss: 1.0436, grad_norm: 5.7845 2021-06-21 14:02:08,654 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-03, eta: 12:08:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9109, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.0353 2021-06-21 14:02:19,952 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-03, eta: 12:08:42, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9187, loss_cls: 0.9957, loss: 0.9957, grad_norm: 5.7492 2021-06-21 14:02:31,197 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-03, eta: 12:08:27, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0470, loss: 1.0470, grad_norm: 5.7257 2021-06-21 14:02:42,439 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-03, eta: 12:08:12, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 1.0072, loss: 1.0072, grad_norm: 5.8303 2021-06-21 14:02:53,637 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-03, eta: 12:07:56, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0325, loss: 1.0325, grad_norm: 5.8175 2021-06-21 14:03:04,827 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-03, eta: 12:07:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.1892 2021-06-21 14:03:16,021 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-03, eta: 12:07:25, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9934, loss: 0.9934, grad_norm: 5.8971 2021-06-21 14:03:27,259 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-03, eta: 12:07:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9360, loss: 0.9360, grad_norm: 5.5586 2021-06-21 14:03:38,514 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-03, eta: 12:06:55, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0294, loss: 1.0294, grad_norm: 5.8317 2021-06-21 14:03:49,675 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-03, eta: 12:06:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9446, loss: 0.9446, grad_norm: 5.7366 2021-06-21 14:04:00,858 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-03, eta: 12:06:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9258, loss_cls: 0.9352, loss: 0.9352, grad_norm: 5.7007 2021-06-21 14:04:12,056 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-03, eta: 12:06:08, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9956, loss: 0.9956, grad_norm: 5.7520 2021-06-21 14:04:23,223 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-03, eta: 12:05:53, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.0033 2021-06-21 14:04:34,410 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-03, eta: 12:05:38, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0555, loss: 1.0555, grad_norm: 5.7805 2021-06-21 14:04:45,670 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-03, eta: 12:05:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0516, loss: 1.0516, grad_norm: 5.8243 2021-06-21 14:04:56,887 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-03, eta: 12:05:07, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0105, loss: 1.0105, grad_norm: 5.6959 2021-06-21 14:05:08,128 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-03, eta: 12:04:52, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0600, loss: 1.0600, grad_norm: 5.6677 2021-06-21 14:05:19,323 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-03, eta: 12:04:37, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0063, loss: 1.0063, grad_norm: 5.8099 2021-06-21 14:05:30,564 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-03, eta: 12:04:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0707, loss: 1.0707, grad_norm: 5.9931 2021-06-21 14:05:41,762 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-03, eta: 12:04:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 1.0025, loss: 1.0025, grad_norm: 5.8342 2021-06-21 14:05:52,936 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-03, eta: 12:03:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0485, loss: 1.0485, grad_norm: 5.8481 2021-06-21 14:06:04,186 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-03, eta: 12:03:36, time: 0.563, data_time: 0.000, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 1.0101, loss: 1.0101, grad_norm: 5.6824 2021-06-21 14:06:15,424 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-03, eta: 12:03:21, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.2210 2021-06-21 14:06:26,579 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-03, eta: 12:03:06, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.0682 2021-06-21 14:06:37,792 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-03, eta: 12:02:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0521, loss: 1.0521, grad_norm: 5.8420 2021-06-21 14:06:48,951 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-03, eta: 12:02:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.0162 2021-06-21 14:07:00,151 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-03, eta: 12:02:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9991, loss: 0.9991, grad_norm: 5.8844 2021-06-21 14:07:11,344 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-03, eta: 12:02:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9327, loss: 0.9327, grad_norm: 5.5214 2021-06-21 14:07:22,528 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-03, eta: 12:01:50, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0493, loss: 1.0493, grad_norm: 5.8562 2021-06-21 14:07:33,761 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-03, eta: 12:01:35, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9113, loss: 0.9113, grad_norm: 5.5481 2021-06-21 14:07:44,911 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-03, eta: 12:01:19, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0594, loss: 1.0594, grad_norm: 5.8760 2021-06-21 14:07:56,157 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-03, eta: 12:01:04, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0556, loss: 1.0556, grad_norm: 5.8465 2021-06-21 14:08:07,436 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-03, eta: 12:00:50, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0493, loss: 1.0493, grad_norm: 5.8504 2021-06-21 14:08:18,681 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-03, eta: 12:00:35, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0334, loss: 1.0334, grad_norm: 5.8135 2021-06-21 14:08:29,846 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-03, eta: 12:00:20, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.9170, loss: 0.9170, grad_norm: 5.4771 2021-06-21 14:08:41,074 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-03, eta: 12:00:05, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0722, loss: 1.0722, grad_norm: 5.9726 2021-06-21 14:08:52,245 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-03, eta: 11:59:49, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9172, loss_cls: 1.0233, loss: 1.0233, grad_norm: 5.9820 2021-06-21 14:09:03,462 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-03, eta: 11:59:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.7521 2021-06-21 14:09:14,652 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-03, eta: 11:59:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0236, loss: 1.0236, grad_norm: 5.7471 2021-06-21 14:09:25,878 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-03, eta: 11:59:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9256, loss: 0.9256, grad_norm: 5.4895 2021-06-21 14:09:37,088 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-03, eta: 11:58:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.0006 2021-06-21 14:09:48,289 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-03, eta: 11:58:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 0.9818, loss: 0.9818, grad_norm: 5.9035 2021-06-21 14:09:59,458 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-03, eta: 11:58:19, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0277, loss: 1.0277, grad_norm: 5.7773 2021-06-21 14:10:10,704 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-03, eta: 11:58:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9685, loss: 0.9685, grad_norm: 5.6746 2021-06-21 14:10:21,817 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-03, eta: 11:57:49, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0205, loss: 1.0205, grad_norm: 5.8155 2021-06-21 14:10:32,953 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-03, eta: 11:57:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0202, loss: 1.0202, grad_norm: 5.7525 2021-06-21 14:10:44,195 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-03, eta: 11:57:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9055, loss_cls: 1.0121, loss: 1.0121, grad_norm: 5.7798 2021-06-21 14:10:55,368 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-03, eta: 11:57:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 1.0265, loss: 1.0265, grad_norm: 5.9692 2021-06-21 14:11:06,582 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-03, eta: 11:56:49, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0238, loss: 1.0238, grad_norm: 5.8238 2021-06-21 14:11:17,778 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-03, eta: 11:56:34, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0430, loss: 1.0430, grad_norm: 5.8860 2021-06-21 14:11:29,004 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-03, eta: 11:56:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.6760 2021-06-21 14:11:40,144 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-03, eta: 11:56:04, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0510, loss: 1.0510, grad_norm: 6.0431 2021-06-21 14:11:51,271 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-03, eta: 11:55:49, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.0039 2021-06-21 14:12:02,464 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-03, eta: 11:55:34, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9891, loss: 0.9891, grad_norm: 5.8842 2021-06-21 14:12:13,708 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-03, eta: 11:55:20, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0686, loss: 1.0686, grad_norm: 5.9638 2021-06-21 14:12:24,931 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-03, eta: 11:55:05, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0187, loss: 1.0187, grad_norm: 5.7289 2021-06-21 14:12:36,121 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-03, eta: 11:54:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.0225 2021-06-21 14:12:47,320 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-03, eta: 11:54:35, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 1.0158, loss: 1.0158, grad_norm: 5.8964 2021-06-21 14:12:58,507 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-03, eta: 11:54:20, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7164, top5_acc: 0.9039, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.0822 2021-06-21 14:13:09,729 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-03, eta: 11:54:06, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.9141, loss_cls: 1.0432, loss: 1.0432, grad_norm: 5.8636 2021-06-21 14:13:20,986 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-03, eta: 11:53:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9836, loss: 0.9836, grad_norm: 5.6414 2021-06-21 14:13:32,211 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-03, eta: 11:53:36, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9773, loss: 0.9773, grad_norm: 5.5294 2021-06-21 14:13:43,405 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-03, eta: 11:53:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0437, loss: 1.0437, grad_norm: 5.8783 2021-06-21 14:13:54,616 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-03, eta: 11:53:07, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0319, loss: 1.0319, grad_norm: 5.8805 2021-06-21 14:14:05,810 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-03, eta: 11:52:52, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9744, loss: 0.9744, grad_norm: 5.6821 2021-06-21 14:14:16,923 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-03, eta: 11:52:37, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9031, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.0152 2021-06-21 14:14:28,129 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-03, eta: 11:52:22, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0148, loss: 1.0148, grad_norm: 5.7641 2021-06-21 14:14:39,408 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-03, eta: 11:52:08, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.8654 2021-06-21 14:14:50,589 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-03, eta: 11:51:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0332, loss: 1.0332, grad_norm: 5.5715 2021-06-21 14:15:01,754 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-03, eta: 11:51:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9874, loss: 0.9874, grad_norm: 5.6295 2021-06-21 14:15:12,956 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-03, eta: 11:51:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9164, loss_cls: 1.0162, loss: 1.0162, grad_norm: 5.7923 2021-06-21 14:15:24,182 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-03, eta: 11:51:09, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0505, loss: 1.0505, grad_norm: 5.7804 2021-06-21 14:15:35,431 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-03, eta: 11:50:55, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.8219 2021-06-21 14:15:46,576 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-03, eta: 11:50:40, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0530, loss: 1.0530, grad_norm: 5.8702 2021-06-21 14:15:57,816 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-03, eta: 11:50:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0429, loss: 1.0429, grad_norm: 5.7923 2021-06-21 14:16:08,922 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-03, eta: 11:50:10, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0021, loss: 1.0021, grad_norm: 5.6459 2021-06-21 14:16:20,118 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-03, eta: 11:49:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8961, loss_cls: 1.0142, loss: 1.0142, grad_norm: 5.7777 2021-06-21 14:16:31,340 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-03, eta: 11:49:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9723, loss: 0.9723, grad_norm: 5.5327 2021-06-21 14:16:42,432 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-03, eta: 11:49:26, time: 0.555, data_time: 0.000, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.1721 2021-06-21 14:16:53,661 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-03, eta: 11:49:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0540, loss: 1.0540, grad_norm: 5.8563 2021-06-21 14:17:04,805 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-03, eta: 11:48:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 1.0000, loss: 1.0000, grad_norm: 5.7154 2021-06-21 14:17:15,962 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-03, eta: 11:48:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8891, loss_cls: 1.0305, loss: 1.0305, grad_norm: 5.8112 2021-06-21 14:17:27,095 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-03, eta: 11:48:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0532, loss: 1.0532, grad_norm: 5.9497 2021-06-21 14:17:38,389 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-03, eta: 11:48:13, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9237, loss: 0.9237, grad_norm: 5.6275 2021-06-21 14:17:49,558 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-03, eta: 11:47:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9575, loss: 0.9575, grad_norm: 5.6969 2021-06-21 14:18:00,756 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-03, eta: 11:47:43, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9117, loss_cls: 1.0653, loss: 1.0653, grad_norm: 5.8617 2021-06-21 14:18:11,973 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-03, eta: 11:47:29, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0397, loss: 1.0397, grad_norm: 5.8274 2021-06-21 14:18:23,148 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-03, eta: 11:47:14, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 0.9997, loss: 0.9997, grad_norm: 5.8190 2021-06-21 14:18:34,363 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-03, eta: 11:47:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9623, loss: 0.9623, grad_norm: 5.7154 2021-06-21 14:18:45,571 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-03, eta: 11:46:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.1776 2021-06-21 14:18:56,774 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-03, eta: 11:46:31, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0398, loss: 1.0398, grad_norm: 5.9478 2021-06-21 14:19:08,018 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-03, eta: 11:46:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0005, loss: 1.0005, grad_norm: 5.8798 2021-06-21 14:19:19,211 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-03, eta: 11:46:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9699, loss: 0.9699, grad_norm: 5.5753 2021-06-21 14:19:30,425 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-03, eta: 11:45:48, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0320, loss: 1.0320, grad_norm: 5.8996 2021-06-21 14:19:41,598 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-03, eta: 11:45:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 1.0214, loss: 1.0214, grad_norm: 5.6328 2021-06-21 14:19:52,830 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-03, eta: 11:45:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9952, loss: 0.9952, grad_norm: 5.6635 2021-06-21 14:20:03,980 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-03, eta: 11:45:04, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.0336 2021-06-21 14:20:15,133 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-03, eta: 11:44:50, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0338, loss: 1.0338, grad_norm: 5.8423 2021-06-21 14:20:26,272 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-03, eta: 11:44:35, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.1809 2021-06-21 14:20:37,481 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-03, eta: 11:44:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0153, loss: 1.0153, grad_norm: 5.8440 2021-06-21 14:20:48,749 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-03, eta: 11:44:07, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.0694 2021-06-21 14:20:59,889 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-03, eta: 11:43:52, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9289, loss_cls: 0.9558, loss: 0.9558, grad_norm: 5.8465 2021-06-21 14:21:11,023 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-03, eta: 11:43:37, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0166, loss: 1.0166, grad_norm: 5.8568 2021-06-21 14:21:22,251 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-03, eta: 11:43:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.0571 2021-06-21 14:21:33,545 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-03, eta: 11:43:09, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.1279 2021-06-21 14:21:44,733 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-03, eta: 11:42:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9439, loss: 0.9439, grad_norm: 5.4806 2021-06-21 14:21:55,938 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-03, eta: 11:42:40, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9888, loss: 0.9888, grad_norm: 5.7320 2021-06-21 14:22:07,121 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-03, eta: 11:42:26, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0333, loss: 1.0333, grad_norm: 5.7822 2021-06-21 14:22:18,258 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-03, eta: 11:42:11, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0582, loss: 1.0582, grad_norm: 5.7269 2021-06-21 14:22:29,549 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-03, eta: 11:41:57, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0303, loss: 1.0303, grad_norm: 5.9139 2021-06-21 14:22:40,734 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-03, eta: 11:41:43, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.0190 2021-06-21 14:22:51,952 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-03, eta: 11:41:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9554, loss: 0.9554, grad_norm: 5.6083 2021-06-21 14:23:03,229 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-03, eta: 11:41:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0444, loss: 1.0444, grad_norm: 5.8721 2021-06-21 14:23:14,410 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-03, eta: 11:41:00, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.2244 2021-06-21 14:23:25,600 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-03, eta: 11:40:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0070, loss: 1.0070, grad_norm: 5.7306 2021-06-21 14:23:36,762 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-03, eta: 11:40:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.0145 2021-06-21 14:23:48,006 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-03, eta: 11:40:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 0.9987, loss: 0.9987, grad_norm: 5.6661 2021-06-21 14:23:59,237 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-03, eta: 11:40:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 0.9991, loss: 0.9991, grad_norm: 5.8639 2021-06-21 14:24:10,373 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-03, eta: 11:39:49, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 1.0153, loss: 1.0153, grad_norm: 5.8088 2021-06-21 14:24:21,495 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-03, eta: 11:39:34, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0237, loss: 1.0237, grad_norm: 5.8223 2021-06-21 14:24:32,611 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-03, eta: 11:39:20, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.2488 2021-06-21 14:24:43,845 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-03, eta: 11:39:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9086, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.0106 2021-06-21 14:24:55,105 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-03, eta: 11:38:52, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0501, loss: 1.0501, grad_norm: 5.8845 2021-06-21 14:25:06,287 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-03, eta: 11:38:37, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 1.0052, loss: 1.0052, grad_norm: 5.8927 2021-06-21 14:25:17,467 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-03, eta: 11:38:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0456, loss: 1.0456, grad_norm: 5.9331 2021-06-21 14:25:28,675 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-03, eta: 11:38:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0783, loss: 1.0783, grad_norm: 5.9112 2021-06-21 14:25:39,852 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-03, eta: 11:37:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.2184 2021-06-21 14:25:51,026 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-03, eta: 11:37:40, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.0980 2021-06-21 14:26:02,188 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-03, eta: 11:37:26, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9109, loss_cls: 1.0247, loss: 1.0247, grad_norm: 5.9563 2021-06-21 14:26:13,386 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-03, eta: 11:37:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.0362 2021-06-21 14:26:24,554 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-03, eta: 11:36:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 1.0066, loss: 1.0066, grad_norm: 5.8869 2021-06-21 14:26:35,733 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-03, eta: 11:36:43, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 1.0130, loss: 1.0130, grad_norm: 5.8468 2021-06-21 14:26:55,734 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-06-21 14:29:00,749 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-03, eta: 11:44:30, time: 6.229, data_time: 5.638, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9994, loss: 0.9994, grad_norm: 5.8234 2021-06-21 14:29:11,730 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-03, eta: 11:44:14, time: 0.549, data_time: 0.003, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9187, loss_cls: 0.9983, loss: 0.9983, grad_norm: 5.7850 2021-06-21 14:29:22,746 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-03, eta: 11:43:58, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9731, loss: 0.9731, grad_norm: 5.6981 2021-06-21 14:29:33,730 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-03, eta: 11:43:42, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0043, loss: 1.0043, grad_norm: 5.7318 2021-06-21 14:29:44,784 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-03, eta: 11:43:26, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 0.9865, loss: 0.9865, grad_norm: 5.6152 2021-06-21 14:29:55,835 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-03, eta: 11:43:11, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.8930, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.0147 2021-06-21 14:30:07,583 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-03, eta: 11:42:58, time: 0.584, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 0.9942, loss: 0.9942, grad_norm: 5.5670 2021-06-21 14:30:18,703 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-03, eta: 11:42:43, time: 0.559, data_time: 0.004, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.1798 2021-06-21 14:30:29,877 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-03, eta: 11:42:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 1.0071, loss: 1.0071, grad_norm: 5.7231 2021-06-21 14:30:41,221 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-03, eta: 11:42:14, time: 0.568, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 1.0063, loss: 1.0063, grad_norm: 5.8504 2021-06-21 14:30:52,406 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-03, eta: 11:41:59, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0230, loss: 1.0230, grad_norm: 5.7645 2021-06-21 14:31:03,586 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-03, eta: 11:41:45, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0544, loss: 1.0544, grad_norm: 5.8682 2021-06-21 14:31:14,746 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-03, eta: 11:41:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0025, loss: 1.0025, grad_norm: 5.8302 2021-06-21 14:31:26,043 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-03, eta: 11:41:15, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0076, loss: 1.0076, grad_norm: 5.9010 2021-06-21 14:31:37,270 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-03, eta: 11:41:01, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9757, loss: 0.9757, grad_norm: 5.8795 2021-06-21 14:31:48,536 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-03, eta: 11:40:46, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9055, loss_cls: 0.9832, loss: 0.9832, grad_norm: 5.6586 2021-06-21 14:31:59,734 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-03, eta: 11:40:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.8413 2021-06-21 14:32:10,920 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-03, eta: 11:40:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0337, loss: 1.0337, grad_norm: 5.7718 2021-06-21 14:32:22,124 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-03, eta: 11:40:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0155, loss: 1.0155, grad_norm: 5.7769 2021-06-21 14:32:33,400 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-03, eta: 11:39:47, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9773, loss: 0.9773, grad_norm: 5.7820 2021-06-21 14:32:44,532 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-03, eta: 11:39:32, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9858, loss: 0.9858, grad_norm: 5.8248 2021-06-21 14:32:55,789 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-03, eta: 11:39:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.0291 2021-06-21 14:33:06,955 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-03, eta: 11:39:03, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9872, loss: 0.9872, grad_norm: 5.9676 2021-06-21 14:33:18,144 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-03, eta: 11:38:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0423, loss: 1.0423, grad_norm: 5.9802 2021-06-21 14:33:29,407 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-03, eta: 11:38:34, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.8134 2021-06-21 14:33:40,603 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-03, eta: 11:38:19, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.1153 2021-06-21 14:33:51,710 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-03, eta: 11:38:04, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 1.0181, loss: 1.0181, grad_norm: 5.9586 2021-06-21 14:34:02,876 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-03, eta: 11:37:49, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0376, loss: 1.0376, grad_norm: 5.8103 2021-06-21 14:34:14,059 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-03, eta: 11:37:35, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0652, loss: 1.0652, grad_norm: 5.9823 2021-06-21 14:34:25,246 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-03, eta: 11:37:20, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0185, loss: 1.0185, grad_norm: 5.6519 2021-06-21 14:34:36,449 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-03, eta: 11:37:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0405, loss: 1.0405, grad_norm: 5.9204 2021-06-21 14:34:47,604 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-03, eta: 11:36:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.9449 2021-06-21 14:34:58,863 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-03, eta: 11:36:36, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9195, loss_cls: 0.9756, loss: 0.9756, grad_norm: 5.7212 2021-06-21 14:35:10,032 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-03, eta: 11:36:21, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9344, loss: 0.9344, grad_norm: 5.5181 2021-06-21 14:35:21,214 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-03, eta: 11:36:07, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.1268 2021-06-21 14:35:32,399 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-03, eta: 11:35:52, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 1.0055, loss: 1.0055, grad_norm: 5.7417 2021-06-21 14:35:43,565 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-03, eta: 11:35:37, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0382, loss: 1.0382, grad_norm: 5.9159 2021-06-21 14:35:54,764 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-03, eta: 11:35:23, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 1.0152, loss: 1.0152, grad_norm: 5.8070 2021-06-21 14:36:06,030 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-03, eta: 11:35:08, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9711, loss: 0.9711, grad_norm: 5.8202 2021-06-21 14:36:17,201 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-03, eta: 11:34:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9023, loss_cls: 1.0301, loss: 1.0301, grad_norm: 5.7525 2021-06-21 14:36:28,395 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-03, eta: 11:34:39, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 1.0249, loss: 1.0249, grad_norm: 5.9062 2021-06-21 14:36:39,560 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-03, eta: 11:34:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 1.0253, loss: 1.0253, grad_norm: 5.9815 2021-06-21 14:36:50,821 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-03, eta: 11:34:10, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0761, loss: 1.0761, grad_norm: 5.9397 2021-06-21 14:37:01,976 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-03, eta: 11:33:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9887, loss: 0.9887, grad_norm: 5.8032 2021-06-21 14:37:13,142 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-03, eta: 11:33:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 1.0023, loss: 1.0023, grad_norm: 5.7193 2021-06-21 14:37:24,297 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-03, eta: 11:33:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.0117 2021-06-21 14:37:35,507 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-03, eta: 11:33:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0445, loss: 1.0445, grad_norm: 5.8054 2021-06-21 14:37:46,698 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-03, eta: 11:32:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0598, loss: 1.0598, grad_norm: 5.7505 2021-06-21 14:37:57,938 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-03, eta: 11:32:43, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0219, loss: 1.0219, grad_norm: 5.9454 2021-06-21 14:38:09,100 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-03, eta: 11:32:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0520, loss: 1.0520, grad_norm: 5.8611 2021-06-21 14:38:20,302 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-03, eta: 11:32:14, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0187, loss: 1.0187, grad_norm: 5.8533 2021-06-21 14:38:31,483 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-03, eta: 11:31:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9661, loss: 0.9661, grad_norm: 5.6948 2021-06-21 14:38:42,680 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-03, eta: 11:31:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9156, loss_cls: 1.0433, loss: 1.0433, grad_norm: 5.9450 2021-06-21 14:38:53,961 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-03, eta: 11:31:31, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0026, loss: 1.0026, grad_norm: 5.8811 2021-06-21 14:39:05,118 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-03, eta: 11:31:16, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 1.0077, loss: 1.0077, grad_norm: 5.6989 2021-06-21 14:39:16,382 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-03, eta: 11:31:02, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0227, loss: 1.0227, grad_norm: 5.9158 2021-06-21 14:39:27,591 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-03, eta: 11:30:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.0824 2021-06-21 14:39:38,811 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-03, eta: 11:30:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9361, loss: 0.9361, grad_norm: 5.7154 2021-06-21 14:39:50,009 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-03, eta: 11:30:19, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9924, loss: 0.9924, grad_norm: 5.9689 2021-06-21 14:40:01,190 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-03, eta: 11:30:04, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0075, loss: 1.0075, grad_norm: 5.9777 2021-06-21 14:40:12,420 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-03, eta: 11:29:50, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0805, loss: 1.0805, grad_norm: 6.1110 2021-06-21 14:40:23,676 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-03, eta: 11:29:36, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0581, loss: 1.0581, grad_norm: 5.9861 2021-06-21 14:40:34,852 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-03, eta: 11:29:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9871, loss: 0.9871, grad_norm: 5.7664 2021-06-21 14:40:46,069 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-03, eta: 11:29:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 1.0412, loss: 1.0412, grad_norm: 5.8387 2021-06-21 14:40:57,251 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-03, eta: 11:28:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9470, loss: 0.9470, grad_norm: 5.8502 2021-06-21 14:41:08,566 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-03, eta: 11:28:39, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.0869 2021-06-21 14:41:19,781 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-03, eta: 11:28:25, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9468, loss: 0.9468, grad_norm: 5.6456 2021-06-21 14:41:30,950 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-03, eta: 11:28:10, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.3760 2021-06-21 14:41:42,185 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-03, eta: 11:27:56, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9298, loss: 0.9298, grad_norm: 5.7797 2021-06-21 14:41:53,371 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-03, eta: 11:27:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.2918 2021-06-21 14:42:04,608 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-03, eta: 11:27:27, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9936, loss: 0.9936, grad_norm: 5.9893 2021-06-21 14:42:15,740 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-03, eta: 11:27:13, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0272, loss: 1.0272, grad_norm: 5.9620 2021-06-21 14:42:26,899 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-03, eta: 11:26:58, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9771, loss: 0.9771, grad_norm: 5.8877 2021-06-21 14:42:38,063 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-03, eta: 11:26:44, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9227, loss_cls: 0.9669, loss: 0.9669, grad_norm: 5.8661 2021-06-21 14:42:49,314 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-03, eta: 11:26:30, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0219, loss: 1.0219, grad_norm: 5.8854 2021-06-21 14:43:00,448 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-03, eta: 11:26:15, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0091, loss: 1.0091, grad_norm: 5.9300 2021-06-21 14:43:11,602 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-03, eta: 11:26:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0105, loss: 1.0105, grad_norm: 5.7510 2021-06-21 14:43:22,873 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-03, eta: 11:25:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9785, loss: 0.9785, grad_norm: 5.8416 2021-06-21 14:43:34,084 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-03, eta: 11:25:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0538, loss: 1.0538, grad_norm: 5.9849 2021-06-21 14:43:45,255 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-03, eta: 11:25:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9807, loss: 0.9807, grad_norm: 5.9835 2021-06-21 14:43:56,449 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-03, eta: 11:25:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9856, loss: 0.9856, grad_norm: 5.8365 2021-06-21 14:44:07,627 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-03, eta: 11:24:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0809, loss: 1.0809, grad_norm: 6.0968 2021-06-21 14:44:18,813 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-03, eta: 11:24:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0532, loss: 1.0532, grad_norm: 5.8476 2021-06-21 14:44:30,074 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-03, eta: 11:24:21, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9320, loss_cls: 0.9481, loss: 0.9481, grad_norm: 5.8522 2021-06-21 14:44:41,283 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-03, eta: 11:24:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0227, loss: 1.0227, grad_norm: 5.8181 2021-06-21 14:44:52,495 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-03, eta: 11:23:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.9688 2021-06-21 14:45:03,681 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-03, eta: 11:23:39, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0222, loss: 1.0222, grad_norm: 5.9313 2021-06-21 14:45:14,855 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-03, eta: 11:23:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.2055 2021-06-21 14:45:26,028 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-03, eta: 11:23:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.1668 2021-06-21 14:45:37,250 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-03, eta: 11:22:56, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0309, loss: 1.0309, grad_norm: 5.7585 2021-06-21 14:45:48,478 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-03, eta: 11:22:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.1355 2021-06-21 14:45:59,729 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-03, eta: 11:22:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9892, loss: 0.9892, grad_norm: 5.7725 2021-06-21 14:46:11,018 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-03, eta: 11:22:14, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0298, loss: 1.0298, grad_norm: 5.8345 2021-06-21 14:46:22,226 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-03, eta: 11:22:00, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9133, loss_cls: 1.0248, loss: 1.0248, grad_norm: 5.8908 2021-06-21 14:46:33,439 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-03, eta: 11:21:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9849, loss: 0.9849, grad_norm: 5.8820 2021-06-21 14:46:44,592 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-03, eta: 11:21:32, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.9029, loss: 0.9029, grad_norm: 5.5620 2021-06-21 14:46:55,798 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-03, eta: 11:21:18, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9227, loss_cls: 0.9503, loss: 0.9503, grad_norm: 5.7305 2021-06-21 14:47:06,977 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-03, eta: 11:21:04, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9215, loss: 0.9215, grad_norm: 5.4366 2021-06-21 14:47:18,220 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-03, eta: 11:20:50, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.0517 2021-06-21 14:47:29,442 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-03, eta: 11:20:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9250, loss_cls: 0.9642, loss: 0.9642, grad_norm: 5.5503 2021-06-21 14:47:40,651 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-03, eta: 11:20:22, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0286, loss: 1.0286, grad_norm: 5.8791 2021-06-21 14:47:51,806 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-03, eta: 11:20:07, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.0042 2021-06-21 14:48:03,041 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-03, eta: 11:19:53, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9023, loss_cls: 1.0026, loss: 1.0026, grad_norm: 5.8544 2021-06-21 14:48:14,224 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-03, eta: 11:19:39, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.1343 2021-06-21 14:48:25,469 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-03, eta: 11:19:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0090, loss: 1.0090, grad_norm: 5.8428 2021-06-21 14:48:36,604 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-03, eta: 11:19:11, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.1102 2021-06-21 14:48:47,745 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-03, eta: 11:18:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 0.9811, loss: 0.9811, grad_norm: 5.8593 2021-06-21 14:48:58,981 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-03, eta: 11:18:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0526, loss: 1.0526, grad_norm: 5.9551 2021-06-21 14:49:10,229 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-03, eta: 11:18:29, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 1.0127, loss: 1.0127, grad_norm: 5.8341 2021-06-21 14:49:21,496 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-03, eta: 11:18:15, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9559, loss: 0.9559, grad_norm: 5.7250 2021-06-21 14:49:32,690 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-03, eta: 11:18:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.0677 2021-06-21 14:49:43,884 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-03, eta: 11:17:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 5.6108 2021-06-21 14:49:55,067 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-03, eta: 11:17:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0561, loss: 1.0561, grad_norm: 5.8971 2021-06-21 14:50:06,338 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-03, eta: 11:17:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9852, loss: 0.9852, grad_norm: 5.8769 2021-06-21 14:50:17,468 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-03, eta: 11:17:05, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9997, loss: 0.9997, grad_norm: 5.9934 2021-06-21 14:50:28,639 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-03, eta: 11:16:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0345, loss: 1.0345, grad_norm: 5.8190 2021-06-21 14:50:39,837 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-03, eta: 11:16:37, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0618, loss: 1.0618, grad_norm: 5.9699 2021-06-21 14:50:51,048 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-03, eta: 11:16:23, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 1.0055, loss: 1.0055, grad_norm: 5.7528 2021-06-21 14:51:02,233 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-03, eta: 11:16:09, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.1499 2021-06-21 14:51:13,483 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-03, eta: 11:15:55, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9890, loss: 0.9890, grad_norm: 5.6633 2021-06-21 14:51:24,678 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-03, eta: 11:15:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.0685, loss: 1.0685, grad_norm: 5.9633 2021-06-21 14:51:35,914 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-03, eta: 11:15:27, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9847, loss: 0.9847, grad_norm: 5.7680 2021-06-21 14:51:47,116 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-03, eta: 11:15:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9649, loss: 0.9649, grad_norm: 5.6915 2021-06-21 14:51:58,346 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-03, eta: 11:15:00, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9590, loss: 0.9590, grad_norm: 5.6277 2021-06-21 14:52:09,556 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-03, eta: 11:14:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9195, loss_cls: 1.0081, loss: 1.0081, grad_norm: 5.9824 2021-06-21 14:52:20,721 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-03, eta: 11:14:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0339, loss: 1.0339, grad_norm: 5.7795 2021-06-21 14:52:31,852 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-03, eta: 11:14:17, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0436, loss: 1.0436, grad_norm: 5.9097 2021-06-21 14:52:43,047 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-03, eta: 11:14:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.0039 2021-06-21 14:52:54,250 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-03, eta: 11:13:50, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9203, loss_cls: 0.9874, loss: 0.9874, grad_norm: 5.9578 2021-06-21 14:53:05,551 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-03, eta: 11:13:36, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.0973 2021-06-21 14:53:16,774 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-03, eta: 11:13:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.9841 2021-06-21 14:53:27,927 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-03, eta: 11:13:08, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9855, loss: 0.9855, grad_norm: 5.8084 2021-06-21 14:53:39,187 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-03, eta: 11:12:54, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0074, loss: 1.0074, grad_norm: 5.9508 2021-06-21 14:53:50,435 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-03, eta: 11:12:41, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9148, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.0291 2021-06-21 14:54:01,649 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-03, eta: 11:12:27, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9937, loss: 0.9937, grad_norm: 5.8338 2021-06-21 14:54:12,851 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-03, eta: 11:12:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.0350 2021-06-21 14:54:24,102 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-03, eta: 11:11:59, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0117, loss: 1.0117, grad_norm: 5.8287 2021-06-21 14:54:35,287 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-03, eta: 11:11:45, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.2304 2021-06-21 14:54:46,545 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-03, eta: 11:11:32, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 1.0162, loss: 1.0162, grad_norm: 5.8447 2021-06-21 14:54:57,780 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-03, eta: 11:11:18, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9195, loss_cls: 0.8956, loss: 0.8956, grad_norm: 5.5768 2021-06-21 14:55:08,965 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-03, eta: 11:11:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.0985 2021-06-21 14:55:20,158 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-03, eta: 11:10:50, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9125, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.1674 2021-06-21 14:55:31,333 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-03, eta: 11:10:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.2546 2021-06-21 14:55:42,513 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-03, eta: 11:10:23, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.1140, loss: 1.1140, grad_norm: 6.2480 2021-06-21 14:55:53,778 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-03, eta: 11:10:09, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9172, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.0563 2021-06-21 14:56:05,015 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-03, eta: 11:09:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0165, loss: 1.0165, grad_norm: 5.9344 2021-06-21 14:56:16,183 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-03, eta: 11:09:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0474, loss: 1.0474, grad_norm: 5.9584 2021-06-21 14:56:27,425 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-03, eta: 11:09:28, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9969, loss: 0.9969, grad_norm: 5.6850 2021-06-21 14:56:38,638 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-03, eta: 11:09:14, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.1184 2021-06-21 14:56:49,834 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-03, eta: 11:09:00, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0034, loss: 1.0034, grad_norm: 5.8365 2021-06-21 14:57:01,043 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-03, eta: 11:08:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0128, loss: 1.0128, grad_norm: 5.8615 2021-06-21 14:57:12,221 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-03, eta: 11:08:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 1.0342, loss: 1.0342, grad_norm: 5.9821 2021-06-21 14:57:23,374 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-03, eta: 11:08:19, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0073, loss: 1.0073, grad_norm: 5.9204 2021-06-21 14:57:34,557 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-03, eta: 11:08:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 1.0142, loss: 1.0142, grad_norm: 5.8922 2021-06-21 14:57:45,775 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-03, eta: 11:07:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.0462 2021-06-21 14:57:57,009 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-03, eta: 11:07:37, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0498, loss: 1.0498, grad_norm: 5.9176 2021-06-21 14:58:08,241 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-03, eta: 11:07:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0133, loss: 1.0133, grad_norm: 5.8282 2021-06-21 14:58:19,356 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-03, eta: 11:07:10, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0281, loss: 1.0281, grad_norm: 5.7771 2021-06-21 14:58:30,530 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-03, eta: 11:06:56, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9195, loss_cls: 0.9803, loss: 0.9803, grad_norm: 5.8266 2021-06-21 14:58:41,754 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-03, eta: 11:06:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9967, loss: 0.9967, grad_norm: 5.9324 2021-06-21 14:58:52,916 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-03, eta: 11:06:28, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.9189 2021-06-21 14:59:04,153 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-03, eta: 11:06:15, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9148, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.0507 2021-06-21 14:59:15,362 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-03, eta: 11:06:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.1237 2021-06-21 14:59:26,506 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-03, eta: 11:05:47, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.1041 2021-06-21 14:59:37,721 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-03, eta: 11:05:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9133, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.1217 2021-06-21 14:59:48,943 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-03, eta: 11:05:20, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0361, loss: 1.0361, grad_norm: 5.9170 2021-06-21 15:00:00,095 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-03, eta: 11:05:06, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9697, loss: 0.9697, grad_norm: 5.9029 2021-06-21 15:00:11,305 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-03, eta: 11:04:52, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9752, loss: 0.9752, grad_norm: 5.7723 2021-06-21 15:00:22,513 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-03, eta: 11:04:39, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0293, loss: 1.0293, grad_norm: 5.8782 2021-06-21 15:00:33,765 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-03, eta: 11:04:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.8551 2021-06-21 15:00:45,025 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-03, eta: 11:04:12, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9593, loss: 0.9593, grad_norm: 5.6776 2021-06-21 15:00:56,227 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-03, eta: 11:03:58, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9790, loss: 0.9790, grad_norm: 5.6950 2021-06-21 15:01:07,410 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-03, eta: 11:03:44, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0107, loss: 1.0107, grad_norm: 5.8949 2021-06-21 15:01:18,650 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-03, eta: 11:03:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.1056 2021-06-21 15:01:29,852 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-03, eta: 11:03:17, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.0129 2021-06-21 15:01:40,985 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-03, eta: 11:03:03, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9924, loss: 0.9924, grad_norm: 5.8032 2021-06-21 15:01:52,130 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-03, eta: 11:02:50, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0439, loss: 1.0439, grad_norm: 5.9154 2021-06-21 15:02:03,426 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-03, eta: 11:02:36, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0605, loss: 1.0605, grad_norm: 5.9568 2021-06-21 15:02:14,599 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-03, eta: 11:02:23, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0194, loss: 1.0194, grad_norm: 5.8580 2021-06-21 15:02:25,814 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-03, eta: 11:02:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.0175 2021-06-21 15:02:37,065 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-03, eta: 11:01:56, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.0771 2021-06-21 15:02:48,313 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-03, eta: 11:01:42, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0220, loss: 1.0220, grad_norm: 5.7720 2021-06-21 15:02:59,487 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-03, eta: 11:01:28, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.0606 2021-06-21 15:03:10,706 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-03, eta: 11:01:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9172, loss_cls: 0.9949, loss: 0.9949, grad_norm: 5.8911 2021-06-21 15:03:21,950 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-03, eta: 11:01:01, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9250, loss_cls: 0.9320, loss: 0.9320, grad_norm: 5.8280 2021-06-21 15:03:33,146 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-03, eta: 11:00:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9281, loss_cls: 0.9350, loss: 0.9350, grad_norm: 5.8603 2021-06-21 15:03:44,365 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-03, eta: 11:00:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9735, loss: 0.9735, grad_norm: 5.9870 2021-06-21 15:04:02,019 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-06-21 15:06:01,586 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-03, eta: 11:06:01, time: 5.928, data_time: 5.311, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9886, loss: 0.9886, grad_norm: 5.9428 2021-06-21 15:06:12,616 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-03, eta: 11:05:46, time: 0.551, data_time: 0.004, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9768, loss: 0.9768, grad_norm: 5.8053 2021-06-21 15:06:23,608 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-03, eta: 11:05:31, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.0299 2021-06-21 15:06:34,626 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-03, eta: 11:05:17, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.1134 2021-06-21 15:06:45,630 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-03, eta: 11:05:02, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9883, loss: 0.9883, grad_norm: 5.9814 2021-06-21 15:06:56,693 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-03, eta: 11:04:47, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0154, loss: 1.0154, grad_norm: 5.9649 2021-06-21 15:07:07,797 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-03, eta: 11:04:33, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9203, loss_cls: 0.9962, loss: 0.9962, grad_norm: 5.9797 2021-06-21 15:07:18,979 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-03, eta: 11:04:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9415, loss: 0.9415, grad_norm: 5.7819 2021-06-21 15:07:30,138 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-03, eta: 11:04:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9406, loss_cls: 0.8460, loss: 0.8460, grad_norm: 5.7748 2021-06-21 15:07:41,357 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-03, eta: 11:03:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9658, loss: 0.9658, grad_norm: 5.7736 2021-06-21 15:07:52,661 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-03, eta: 11:03:37, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0441, loss: 1.0441, grad_norm: 5.9685 2021-06-21 15:08:03,891 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-03, eta: 11:03:23, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 1.0218, loss: 1.0218, grad_norm: 5.8795 2021-06-21 15:08:15,155 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-03, eta: 11:03:10, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.1261 2021-06-21 15:08:26,378 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-03, eta: 11:02:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.1392 2021-06-21 15:08:37,634 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-03, eta: 11:02:42, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0301, loss: 1.0301, grad_norm: 5.7997 2021-06-21 15:08:48,834 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-03, eta: 11:02:28, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9164, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.1297 2021-06-21 15:09:00,045 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-03, eta: 11:02:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8982, loss: 0.8982, grad_norm: 5.8195 2021-06-21 15:09:11,266 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-03, eta: 11:02:00, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9939, loss: 0.9939, grad_norm: 5.9746 2021-06-21 15:09:22,483 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-03, eta: 11:01:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.0079 2021-06-21 15:09:33,677 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-03, eta: 11:01:32, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9922, loss: 0.9922, grad_norm: 5.8435 2021-06-21 15:09:44,852 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-03, eta: 11:01:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0028, loss: 1.0028, grad_norm: 5.9823 2021-06-21 15:09:56,017 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-03, eta: 11:01:04, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0341, loss: 1.0341, grad_norm: 5.8736 2021-06-21 15:10:07,493 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-03, eta: 11:00:51, time: 0.573, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9643, loss: 0.9643, grad_norm: 5.7819 2021-06-21 15:10:18,811 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-03, eta: 11:00:38, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9674, loss: 0.9674, grad_norm: 5.7937 2021-06-21 15:10:30,032 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-03, eta: 11:00:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.0443 2021-06-21 15:10:41,261 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-03, eta: 11:00:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.1104 2021-06-21 15:10:52,440 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-03, eta: 10:59:56, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.1238 2021-06-21 15:11:03,668 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-03, eta: 10:59:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0351, loss: 1.0351, grad_norm: 5.9272 2021-06-21 15:11:14,898 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-03, eta: 10:59:29, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0948, loss: 1.0948, grad_norm: 6.0698 2021-06-21 15:11:26,190 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-03, eta: 10:59:15, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.9082 2021-06-21 15:11:37,392 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-03, eta: 10:59:01, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9709, loss: 0.9709, grad_norm: 5.7446 2021-06-21 15:11:48,620 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-03, eta: 10:58:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0194, loss: 1.0194, grad_norm: 5.9577 2021-06-21 15:11:59,925 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-03, eta: 10:58:34, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0461, loss: 1.0461, grad_norm: 5.9324 2021-06-21 15:12:11,122 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-03, eta: 10:58:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.8456 2021-06-21 15:12:22,349 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-03, eta: 10:58:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9450, loss: 0.9450, grad_norm: 5.6892 2021-06-21 15:12:33,607 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-03, eta: 10:57:52, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9164, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.0039 2021-06-21 15:12:44,820 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-03, eta: 10:57:39, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0287, loss: 1.0287, grad_norm: 5.9699 2021-06-21 15:12:55,989 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-03, eta: 10:57:25, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0217, loss: 1.0217, grad_norm: 5.9220 2021-06-21 15:13:07,233 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-03, eta: 10:57:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0047, loss: 1.0047, grad_norm: 5.8112 2021-06-21 15:13:18,456 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-03, eta: 10:56:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7188, top5_acc: 0.9078, loss_cls: 1.0784, loss: 1.0784, grad_norm: 6.2126 2021-06-21 15:13:29,683 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-03, eta: 10:56:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0073, loss: 1.0073, grad_norm: 5.7158 2021-06-21 15:13:40,840 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-03, eta: 10:56:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9227, loss_cls: 0.9823, loss: 0.9823, grad_norm: 5.9825 2021-06-21 15:13:52,093 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-03, eta: 10:56:16, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.0547 2021-06-21 15:14:03,269 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-03, eta: 10:56:02, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0010, loss: 1.0010, grad_norm: 5.9849 2021-06-21 15:14:14,492 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-03, eta: 10:55:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9997, loss: 0.9997, grad_norm: 5.8652 2021-06-21 15:14:25,676 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-03, eta: 10:55:34, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.0530 2021-06-21 15:14:36,938 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-03, eta: 10:55:21, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9078, loss_cls: 0.9683, loss: 0.9683, grad_norm: 5.8516 2021-06-21 15:14:48,198 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-03, eta: 10:55:07, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9946, loss: 0.9946, grad_norm: 5.9872 2021-06-21 15:14:59,342 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-03, eta: 10:54:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0102, loss: 1.0102, grad_norm: 5.6800 2021-06-21 15:15:10,535 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-03, eta: 10:54:39, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9728, loss: 0.9728, grad_norm: 5.7655 2021-06-21 15:15:21,813 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-03, eta: 10:54:26, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.0300 2021-06-21 15:15:33,095 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-03, eta: 10:54:12, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9549, loss: 0.9549, grad_norm: 5.6511 2021-06-21 15:15:44,268 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-03, eta: 10:53:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0178, loss: 1.0178, grad_norm: 5.9228 2021-06-21 15:15:55,503 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-03, eta: 10:53:45, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0458, loss: 1.0458, grad_norm: 5.9991 2021-06-21 15:16:06,724 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-03, eta: 10:53:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0199, loss: 1.0199, grad_norm: 5.8412 2021-06-21 15:16:17,953 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-03, eta: 10:53:18, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9897, loss: 0.9897, grad_norm: 5.8827 2021-06-21 15:16:29,189 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-03, eta: 10:53:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 1.0284, loss: 1.0284, grad_norm: 5.8268 2021-06-21 15:16:40,407 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-03, eta: 10:52:50, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.0530 2021-06-21 15:16:51,573 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-03, eta: 10:52:36, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0133, loss: 1.0133, grad_norm: 5.9340 2021-06-21 15:17:02,748 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-03, eta: 10:52:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0544, loss: 1.0544, grad_norm: 6.2124 2021-06-21 15:17:13,929 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-03, eta: 10:52:09, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9141, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.1595 2021-06-21 15:17:25,128 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-03, eta: 10:51:55, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9891, loss: 0.9891, grad_norm: 5.8598 2021-06-21 15:17:36,290 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-03, eta: 10:51:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9789, loss: 0.9789, grad_norm: 5.7819 2021-06-21 15:17:47,505 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-03, eta: 10:51:28, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9821, loss: 0.9821, grad_norm: 5.9821 2021-06-21 15:17:58,757 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-03, eta: 10:51:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.0880 2021-06-21 15:18:09,946 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-03, eta: 10:51:00, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0170, loss: 1.0170, grad_norm: 5.8997 2021-06-21 15:18:21,208 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-03, eta: 10:50:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 0.9988, loss: 0.9988, grad_norm: 5.8891 2021-06-21 15:18:32,356 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-03, eta: 10:50:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.0825, loss: 1.0825, grad_norm: 6.1307 2021-06-21 15:18:43,616 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-03, eta: 10:50:19, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9195, loss_cls: 0.9880, loss: 0.9880, grad_norm: 5.8807 2021-06-21 15:18:54,800 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-03, eta: 10:50:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.0670 2021-06-21 15:19:06,067 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-03, eta: 10:49:52, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 1.0042, loss: 1.0042, grad_norm: 5.8153 2021-06-21 15:19:17,238 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-03, eta: 10:49:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9798, loss: 0.9798, grad_norm: 5.9251 2021-06-21 15:19:28,380 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-03, eta: 10:49:25, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.9606 2021-06-21 15:19:39,615 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-03, eta: 10:49:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9734, loss: 0.9734, grad_norm: 5.7173 2021-06-21 15:19:50,755 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-03, eta: 10:48:57, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.0485 2021-06-21 15:20:01,982 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-03, eta: 10:48:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9728, loss: 0.9728, grad_norm: 5.8987 2021-06-21 15:20:13,211 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-03, eta: 10:48:30, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9719, loss: 0.9719, grad_norm: 5.8581 2021-06-21 15:20:24,333 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-03, eta: 10:48:16, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0337, loss: 1.0337, grad_norm: 5.9183 2021-06-21 15:20:35,503 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-03, eta: 10:48:02, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.1413 2021-06-21 15:20:46,717 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-03, eta: 10:47:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9621, loss: 0.9621, grad_norm: 5.8007 2021-06-21 15:20:57,946 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-03, eta: 10:47:35, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.9303 2021-06-21 15:21:09,119 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-03, eta: 10:47:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0314, loss: 1.0314, grad_norm: 5.9807 2021-06-21 15:21:20,299 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-03, eta: 10:47:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9542, loss: 0.9542, grad_norm: 5.7600 2021-06-21 15:21:31,468 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-03, eta: 10:46:54, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7070, top5_acc: 0.9070, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.1755 2021-06-21 15:21:42,720 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-03, eta: 10:46:41, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0141, loss: 1.0141, grad_norm: 5.8436 2021-06-21 15:21:53,866 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-03, eta: 10:46:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.8651 2021-06-21 15:22:05,023 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-03, eta: 10:46:13, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.8981 2021-06-21 15:22:16,157 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-03, eta: 10:45:59, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.0360 2021-06-21 15:22:27,413 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-03, eta: 10:45:46, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9421, loss: 0.9421, grad_norm: 5.7965 2021-06-21 15:22:38,663 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-03, eta: 10:45:33, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0052, loss: 1.0052, grad_norm: 5.9173 2021-06-21 15:22:49,866 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-03, eta: 10:45:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.3239 2021-06-21 15:23:01,066 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-03, eta: 10:45:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.9620, loss: 0.9620, grad_norm: 5.7368 2021-06-21 15:23:12,196 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-03, eta: 10:44:52, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 1.0188, loss: 1.0188, grad_norm: 5.9921 2021-06-21 15:23:23,393 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-03, eta: 10:44:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.0195 2021-06-21 15:23:34,644 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-03, eta: 10:44:25, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9757, loss: 0.9757, grad_norm: 5.8171 2021-06-21 15:23:45,831 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-03, eta: 10:44:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9234, loss_cls: 0.9255, loss: 0.9255, grad_norm: 5.7761 2021-06-21 15:23:57,090 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-03, eta: 10:43:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.0313 2021-06-21 15:24:08,250 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-03, eta: 10:43:44, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.0791 2021-06-21 15:24:19,433 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-03, eta: 10:43:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.0932 2021-06-21 15:24:30,597 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-03, eta: 10:43:17, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9187, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.0458 2021-06-21 15:24:41,839 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-03, eta: 10:43:03, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9586, loss: 0.9586, grad_norm: 5.9817 2021-06-21 15:24:53,016 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-03, eta: 10:42:50, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.0544 2021-06-21 15:25:04,204 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-03, eta: 10:42:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9700, loss: 0.9700, grad_norm: 5.9389 2021-06-21 15:25:15,359 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-03, eta: 10:42:22, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.1679 2021-06-21 15:25:26,531 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-03, eta: 10:42:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9873, loss: 0.9873, grad_norm: 5.9229 2021-06-21 15:25:37,693 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-03, eta: 10:41:55, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0805, loss: 1.0805, grad_norm: 6.0136 2021-06-21 15:25:48,917 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-03, eta: 10:41:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9180, loss_cls: 1.0091, loss: 1.0091, grad_norm: 5.8734 2021-06-21 15:26:00,079 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-03, eta: 10:41:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9739, loss: 0.9739, grad_norm: 5.7938 2021-06-21 15:26:11,255 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-03, eta: 10:41:15, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.2254 2021-06-21 15:26:22,462 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-03, eta: 10:41:01, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0173, loss: 1.0173, grad_norm: 5.9036 2021-06-21 15:26:33,662 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-03, eta: 10:40:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9117, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.9323 2021-06-21 15:26:44,835 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-03, eta: 10:40:34, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9599, loss: 0.9599, grad_norm: 5.6924 2021-06-21 15:26:56,021 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-03, eta: 10:40:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0640, loss: 1.0640, grad_norm: 5.9444 2021-06-21 15:27:07,235 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-03, eta: 10:40:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0084, loss: 1.0084, grad_norm: 5.8891 2021-06-21 15:27:18,399 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-03, eta: 10:39:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9437, loss: 0.9437, grad_norm: 5.7856 2021-06-21 15:27:29,527 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-03, eta: 10:39:40, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0137, loss: 1.0137, grad_norm: 5.9355 2021-06-21 15:27:40,702 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-03, eta: 10:39:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0139, loss: 1.0139, grad_norm: 5.7993 2021-06-21 15:27:51,902 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-03, eta: 10:39:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.1248 2021-06-21 15:28:03,112 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-03, eta: 10:38:59, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.0167 2021-06-21 15:28:14,263 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-03, eta: 10:38:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9925, loss: 0.9925, grad_norm: 5.7277 2021-06-21 15:28:25,423 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-03, eta: 10:38:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 1.0125, loss: 1.0125, grad_norm: 5.9707 2021-06-21 15:28:36,670 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-03, eta: 10:38:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.8969, loss_cls: 1.0186, loss: 1.0186, grad_norm: 5.7580 2021-06-21 15:28:47,893 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-03, eta: 10:38:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.0999 2021-06-21 15:28:59,072 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-03, eta: 10:37:52, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.0783 2021-06-21 15:29:10,293 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-03, eta: 10:37:39, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9595, loss: 0.9595, grad_norm: 5.6738 2021-06-21 15:29:21,511 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-03, eta: 10:37:25, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.2248 2021-06-21 15:29:32,702 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-03, eta: 10:37:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9920, loss: 0.9920, grad_norm: 5.8094 2021-06-21 15:29:43,920 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-03, eta: 10:36:58, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9243, loss: 0.9243, grad_norm: 5.7129 2021-06-21 15:29:55,100 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-03, eta: 10:36:45, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0335, loss: 1.0335, grad_norm: 5.9885 2021-06-21 15:30:06,311 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-03, eta: 10:36:32, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0802, loss: 1.0802, grad_norm: 5.9914 2021-06-21 15:30:17,526 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-03, eta: 10:36:18, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.3196 2021-06-21 15:30:28,688 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-03, eta: 10:36:05, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0257, loss: 1.0257, grad_norm: 5.9076 2021-06-21 15:30:39,888 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-03, eta: 10:35:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9405, loss: 0.9405, grad_norm: 5.8530 2021-06-21 15:30:51,139 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-03, eta: 10:35:38, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9039, loss_cls: 0.9844, loss: 0.9844, grad_norm: 5.7751 2021-06-21 15:31:02,410 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-03, eta: 10:35:25, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.0932 2021-06-21 15:31:13,613 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-03, eta: 10:35:12, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.2316 2021-06-21 15:31:24,829 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-03, eta: 10:34:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.2496 2021-06-21 15:31:36,024 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-03, eta: 10:34:45, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0276, loss: 1.0276, grad_norm: 5.9109 2021-06-21 15:31:47,239 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-03, eta: 10:34:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.2868 2021-06-21 15:31:58,390 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-03, eta: 10:34:18, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9995, loss: 0.9995, grad_norm: 5.8484 2021-06-21 15:32:09,572 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-03, eta: 10:34:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.1371 2021-06-21 15:32:20,735 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-03, eta: 10:33:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.0491 2021-06-21 15:32:31,887 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-03, eta: 10:33:38, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.0403 2021-06-21 15:32:43,168 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-03, eta: 10:33:24, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0275, loss: 1.0275, grad_norm: 5.9917 2021-06-21 15:32:54,455 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-03, eta: 10:33:11, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 1.0349, loss: 1.0349, grad_norm: 5.9347 2021-06-21 15:33:05,689 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-03, eta: 10:32:58, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.0425 2021-06-21 15:33:16,832 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-03, eta: 10:32:45, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9905, loss: 0.9905, grad_norm: 5.9340 2021-06-21 15:33:27,998 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-03, eta: 10:32:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.0810 2021-06-21 15:33:39,190 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-03, eta: 10:32:18, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9956, loss: 0.9956, grad_norm: 5.8899 2021-06-21 15:33:50,488 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-03, eta: 10:32:05, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.2789 2021-06-21 15:34:01,677 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-03, eta: 10:31:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9102, loss_cls: 0.9696, loss: 0.9696, grad_norm: 5.6764 2021-06-21 15:34:12,831 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-03, eta: 10:31:38, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.0564 2021-06-21 15:34:23,997 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-03, eta: 10:31:25, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.2032 2021-06-21 15:34:35,217 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-03, eta: 10:31:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9734, loss: 0.9734, grad_norm: 5.7383 2021-06-21 15:34:46,498 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-03, eta: 10:30:58, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0196, loss: 1.0196, grad_norm: 5.9736 2021-06-21 15:34:57,641 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-03, eta: 10:30:45, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0241, loss: 1.0241, grad_norm: 5.9170 2021-06-21 15:35:08,813 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-03, eta: 10:30:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9722, loss: 0.9722, grad_norm: 5.9842 2021-06-21 15:35:20,007 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-03, eta: 10:30:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.2514 2021-06-21 15:35:31,211 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-03, eta: 10:30:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.0776 2021-06-21 15:35:42,446 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-03, eta: 10:29:52, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.0466 2021-06-21 15:35:53,644 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-03, eta: 10:29:38, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9227, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.0413 2021-06-21 15:36:04,889 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-03, eta: 10:29:25, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0098, loss: 1.0098, grad_norm: 5.9607 2021-06-21 15:36:16,116 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-03, eta: 10:29:12, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.0597 2021-06-21 15:36:27,279 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-03, eta: 10:28:58, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9717, loss: 0.9717, grad_norm: 5.8816 2021-06-21 15:36:38,496 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-03, eta: 10:28:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9250, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.1246 2021-06-21 15:36:49,645 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-03, eta: 10:28:32, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9777, loss: 0.9777, grad_norm: 5.9390 2021-06-21 15:37:00,844 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-03, eta: 10:28:19, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.2941 2021-06-21 15:37:12,017 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-03, eta: 10:28:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7117, top5_acc: 0.9086, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.2676 2021-06-21 15:37:23,178 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-03, eta: 10:27:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.1714 2021-06-21 15:37:34,341 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-03, eta: 10:27:38, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9102, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.2157 2021-06-21 15:37:45,536 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-03, eta: 10:27:25, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9601, loss: 0.9601, grad_norm: 5.9528 2021-06-21 15:37:56,751 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-03, eta: 10:27:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.1111 2021-06-21 15:38:08,097 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-03, eta: 10:26:59, time: 0.568, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9535, loss: 0.9535, grad_norm: 5.8764 2021-06-21 15:38:19,309 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-03, eta: 10:26:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.1485 2021-06-21 15:38:30,540 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-03, eta: 10:26:33, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.1806 2021-06-21 15:38:41,711 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-03, eta: 10:26:20, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.0380 2021-06-21 15:38:52,857 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-03, eta: 10:26:06, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8883, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.1768 2021-06-21 15:39:04,052 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-03, eta: 10:25:53, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9587, loss: 0.9587, grad_norm: 5.8333 2021-06-21 15:39:15,258 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-03, eta: 10:25:40, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9062, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.1135 2021-06-21 15:39:26,491 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-03, eta: 10:25:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9775, loss: 0.9775, grad_norm: 5.9710 2021-06-21 15:39:37,679 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-03, eta: 10:25:13, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9258, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.2552 2021-06-21 15:39:48,910 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-03, eta: 10:25:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9148, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.1267 2021-06-21 15:40:00,076 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-03, eta: 10:24:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9678, loss: 0.9678, grad_norm: 5.8951 2021-06-21 15:40:11,323 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-03, eta: 10:24:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.2208 2021-06-21 15:40:22,507 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-03, eta: 10:24:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.1561 2021-06-21 15:40:33,718 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-03, eta: 10:24:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.1099 2021-06-21 15:40:44,952 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-03, eta: 10:23:54, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.0519 2021-06-21 15:41:01,909 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-06-21 15:42:56,464 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-03, eta: 10:27:52, time: 5.671, data_time: 5.074, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0202, loss: 1.0202, grad_norm: 5.9517 2021-06-21 15:43:07,435 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-03, eta: 10:27:38, time: 0.549, data_time: 0.003, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0825, loss: 1.0825, grad_norm: 6.1279 2021-06-21 15:43:18,452 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-03, eta: 10:27:24, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.9324, loss: 0.9324, grad_norm: 5.7935 2021-06-21 15:43:29,462 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-03, eta: 10:27:10, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9227, loss_cls: 0.9842, loss: 0.9842, grad_norm: 5.9623 2021-06-21 15:43:40,497 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-03, eta: 10:26:56, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9455, loss: 0.9455, grad_norm: 5.8363 2021-06-21 15:43:51,548 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-03, eta: 10:26:42, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 0.9969, loss: 0.9969, grad_norm: 5.7382 2021-06-21 15:44:02,711 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-03, eta: 10:26:29, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0019, loss: 1.0019, grad_norm: 5.8690 2021-06-21 15:44:13,924 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-03, eta: 10:26:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9756, loss: 0.9756, grad_norm: 5.9911 2021-06-21 15:44:25,188 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-03, eta: 10:26:02, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.0912 2021-06-21 15:44:36,364 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-03, eta: 10:25:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9919, loss: 0.9919, grad_norm: 5.9039 2021-06-21 15:44:47,629 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-03, eta: 10:25:35, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9899, loss: 0.9899, grad_norm: 5.9627 2021-06-21 15:44:58,842 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-03, eta: 10:25:22, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9898, loss: 0.9898, grad_norm: 5.9346 2021-06-21 15:45:13,848 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-03, eta: 10:25:18, time: 0.741, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9219, loss_cls: 0.9035, loss: 0.9035, grad_norm: 5.8945 2021-06-21 15:45:25,186 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-03, eta: 10:25:06, time: 0.576, data_time: 0.010, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.1139 2021-06-21 15:45:36,380 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-03, eta: 10:24:52, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.1310 2021-06-21 15:45:47,616 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-03, eta: 10:24:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.1457 2021-06-21 15:45:58,873 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-03, eta: 10:24:26, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 0.9603, loss: 0.9603, grad_norm: 5.7548 2021-06-21 15:46:10,091 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-03, eta: 10:24:12, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9763, loss: 0.9763, grad_norm: 5.9725 2021-06-21 15:46:21,270 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-03, eta: 10:23:59, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9205, loss: 0.9205, grad_norm: 5.6330 2021-06-21 15:46:32,483 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-03, eta: 10:23:45, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.0347 2021-06-21 15:46:43,665 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-03, eta: 10:23:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0115, loss: 1.0115, grad_norm: 5.9819 2021-06-21 15:46:54,886 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-03, eta: 10:23:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9502, loss: 0.9502, grad_norm: 5.9551 2021-06-21 15:47:06,061 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-03, eta: 10:23:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9172, loss_cls: 0.9802, loss: 0.9802, grad_norm: 5.9054 2021-06-21 15:47:17,296 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-03, eta: 10:22:52, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.1061 2021-06-21 15:47:28,465 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-03, eta: 10:22:38, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9234, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.0560 2021-06-21 15:47:39,729 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-03, eta: 10:22:25, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9977, loss: 0.9977, grad_norm: 5.9210 2021-06-21 15:47:50,999 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-03, eta: 10:22:12, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 0.9991, loss: 0.9991, grad_norm: 5.9738 2021-06-21 15:48:02,202 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-03, eta: 10:21:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.1194 2021-06-21 15:48:13,422 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-03, eta: 10:21:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9621, loss: 0.9621, grad_norm: 5.7208 2021-06-21 15:48:24,631 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-03, eta: 10:21:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9234, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.0174 2021-06-21 15:48:35,798 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-03, eta: 10:21:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9164, loss_cls: 0.8854, loss: 0.8854, grad_norm: 5.7613 2021-06-21 15:48:46,961 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-03, eta: 10:21:05, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0040, loss: 1.0040, grad_norm: 5.8876 2021-06-21 15:48:58,186 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-03, eta: 10:20:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9788, loss: 0.9788, grad_norm: 5.7756 2021-06-21 15:49:09,438 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-03, eta: 10:20:38, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0094, loss: 1.0094, grad_norm: 5.9356 2021-06-21 15:49:20,559 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-03, eta: 10:20:25, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.0279 2021-06-21 15:49:31,766 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-03, eta: 10:20:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9833, loss: 0.9833, grad_norm: 5.9146 2021-06-21 15:49:42,961 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-03, eta: 10:19:58, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9370, loss: 0.9370, grad_norm: 5.7865 2021-06-21 15:49:54,229 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-03, eta: 10:19:45, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.0655 2021-06-21 15:50:05,535 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-03, eta: 10:19:32, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.9143, loss: 0.9143, grad_norm: 5.6719 2021-06-21 15:50:16,786 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-03, eta: 10:19:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9722, loss: 0.9722, grad_norm: 5.9363 2021-06-21 15:50:27,998 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-03, eta: 10:19:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0078, loss: 1.0078, grad_norm: 5.7784 2021-06-21 15:50:39,175 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-03, eta: 10:18:52, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.0973 2021-06-21 15:50:50,415 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-03, eta: 10:18:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9689, loss: 0.9689, grad_norm: 5.8269 2021-06-21 15:51:01,687 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-03, eta: 10:18:25, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0247, loss: 1.0247, grad_norm: 5.9627 2021-06-21 15:51:12,991 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-03, eta: 10:18:12, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9164, loss_cls: 0.9384, loss: 0.9384, grad_norm: 5.6724 2021-06-21 15:51:24,184 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-03, eta: 10:17:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.1743 2021-06-21 15:51:35,391 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-03, eta: 10:17:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9794, loss: 0.9794, grad_norm: 5.9857 2021-06-21 15:51:46,622 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-03, eta: 10:17:32, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 0.9763, loss: 0.9763, grad_norm: 5.8064 2021-06-21 15:51:57,881 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-03, eta: 10:17:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9172, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.2033 2021-06-21 15:52:09,055 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-03, eta: 10:17:06, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.0288 2021-06-21 15:52:20,204 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-03, eta: 10:16:52, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9070, loss_cls: 0.9681, loss: 0.9681, grad_norm: 5.8327 2021-06-21 15:52:31,471 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-03, eta: 10:16:39, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9354, loss: 0.9354, grad_norm: 5.7910 2021-06-21 15:52:42,716 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-03, eta: 10:16:26, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.1365 2021-06-21 15:52:53,956 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-03, eta: 10:16:13, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9851, loss: 0.9851, grad_norm: 5.8926 2021-06-21 15:53:05,231 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-03, eta: 10:16:00, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9242, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.8400 2021-06-21 15:53:16,402 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-03, eta: 10:15:46, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.2042 2021-06-21 15:53:27,604 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-03, eta: 10:15:33, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.2217 2021-06-21 15:53:38,786 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-03, eta: 10:15:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0335, loss: 1.0335, grad_norm: 5.9893 2021-06-21 15:53:50,083 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-03, eta: 10:15:06, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.1342 2021-06-21 15:54:01,344 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-03, eta: 10:14:53, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.9450, loss: 0.9450, grad_norm: 5.8914 2021-06-21 15:54:12,556 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-03, eta: 10:14:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.2353 2021-06-21 15:54:23,734 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-03, eta: 10:14:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 0.9834, loss: 0.9834, grad_norm: 5.9773 2021-06-21 15:54:34,998 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-03, eta: 10:14:14, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9376, loss: 0.9376, grad_norm: 5.8330 2021-06-21 15:54:46,229 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-03, eta: 10:14:00, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.1858 2021-06-21 15:54:57,399 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-03, eta: 10:13:47, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.0660 2021-06-21 15:55:08,661 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-03, eta: 10:13:34, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.2760 2021-06-21 15:55:19,780 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-03, eta: 10:13:21, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 0.9774, loss: 0.9774, grad_norm: 5.9481 2021-06-21 15:55:30,956 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-03, eta: 10:13:07, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.0603 2021-06-21 15:55:42,172 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-03, eta: 10:12:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0323, loss: 1.0323, grad_norm: 5.8721 2021-06-21 15:55:53,398 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-03, eta: 10:12:41, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9575, loss: 0.9575, grad_norm: 5.7681 2021-06-21 15:56:04,728 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-03, eta: 10:12:28, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.0252 2021-06-21 15:56:15,915 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-03, eta: 10:12:15, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0185, loss: 1.0185, grad_norm: 5.7981 2021-06-21 15:56:27,157 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-03, eta: 10:12:01, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.0734 2021-06-21 15:56:38,387 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-03, eta: 10:11:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9610, loss: 0.9610, grad_norm: 5.7402 2021-06-21 15:56:49,580 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-03, eta: 10:11:35, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.0356 2021-06-21 15:57:00,787 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-03, eta: 10:11:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9612, loss: 0.9612, grad_norm: 5.9240 2021-06-21 15:57:12,024 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-03, eta: 10:11:09, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.0900 2021-06-21 15:57:23,238 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-03, eta: 10:10:55, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9217, loss: 0.9217, grad_norm: 5.7442 2021-06-21 15:57:34,453 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-03, eta: 10:10:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.1917 2021-06-21 15:57:45,630 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-03, eta: 10:10:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0221, loss: 1.0221, grad_norm: 5.9667 2021-06-21 15:57:56,867 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-03, eta: 10:10:16, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0408, loss: 1.0408, grad_norm: 5.8884 2021-06-21 15:58:08,057 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-03, eta: 10:10:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.0377 2021-06-21 15:58:19,205 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-03, eta: 10:09:49, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.2153 2021-06-21 15:58:30,438 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-03, eta: 10:09:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9500, loss: 0.9500, grad_norm: 5.7288 2021-06-21 15:58:41,667 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-03, eta: 10:09:23, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9102, loss_cls: 1.0086, loss: 1.0086, grad_norm: 5.9861 2021-06-21 15:58:52,794 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-03, eta: 10:09:10, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9338, loss: 0.9338, grad_norm: 5.7486 2021-06-21 15:59:04,135 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-03, eta: 10:08:57, time: 0.568, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9713, loss: 0.9713, grad_norm: 5.9850 2021-06-21 15:59:15,351 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-03, eta: 10:08:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.0703 2021-06-21 15:59:26,527 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-03, eta: 10:08:30, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.0672 2021-06-21 15:59:37,771 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-03, eta: 10:08:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.1232 2021-06-21 15:59:49,007 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-03, eta: 10:08:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9258, loss_cls: 0.9133, loss: 0.9133, grad_norm: 5.8039 2021-06-21 16:00:00,180 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-03, eta: 10:07:51, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.0002 2021-06-21 16:00:11,427 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-03, eta: 10:07:38, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.2148 2021-06-21 16:00:22,700 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-03, eta: 10:07:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9086, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.1254 2021-06-21 16:00:33,958 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-03, eta: 10:07:12, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.1998 2021-06-21 16:00:45,131 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-03, eta: 10:06:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9473, loss: 0.9473, grad_norm: 5.9855 2021-06-21 16:00:56,400 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-03, eta: 10:06:46, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.2508 2021-06-21 16:01:07,620 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-03, eta: 10:06:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.0056 2021-06-21 16:01:18,883 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-03, eta: 10:06:19, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.0522 2021-06-21 16:01:30,109 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-03, eta: 10:06:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.0466 2021-06-21 16:01:41,306 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-03, eta: 10:05:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.0599 2021-06-21 16:01:52,564 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-03, eta: 10:05:40, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.0907 2021-06-21 16:02:03,788 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-03, eta: 10:05:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0340, loss: 1.0340, grad_norm: 6.2382 2021-06-21 16:02:15,039 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-03, eta: 10:05:14, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9094, loss_cls: 0.9893, loss: 0.9893, grad_norm: 5.9343 2021-06-21 16:02:26,191 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-03, eta: 10:05:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9273, loss_cls: 0.9580, loss: 0.9580, grad_norm: 5.9967 2021-06-21 16:02:37,352 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-03, eta: 10:04:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.1392 2021-06-21 16:02:48,519 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-03, eta: 10:04:34, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.1693 2021-06-21 16:02:59,766 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-03, eta: 10:04:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.3035 2021-06-21 16:03:10,934 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-03, eta: 10:04:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9234, loss_cls: 0.9746, loss: 0.9746, grad_norm: 5.8943 2021-06-21 16:03:22,224 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-03, eta: 10:03:55, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9777, loss: 0.9777, grad_norm: 5.8026 2021-06-21 16:03:33,435 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-03, eta: 10:03:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9148, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.2580 2021-06-21 16:03:44,700 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-03, eta: 10:03:29, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.0050 2021-06-21 16:03:55,951 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-03, eta: 10:03:16, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0178, loss: 1.0178, grad_norm: 5.9063 2021-06-21 16:04:07,165 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-03, eta: 10:03:03, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.1302 2021-06-21 16:04:18,299 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-03, eta: 10:02:50, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.3751 2021-06-21 16:04:29,498 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-03, eta: 10:02:37, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.1069 2021-06-21 16:04:40,777 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-03, eta: 10:02:24, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0100, loss: 1.0100, grad_norm: 5.9206 2021-06-21 16:04:52,098 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-03, eta: 10:02:11, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.1448 2021-06-21 16:05:03,329 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-03, eta: 10:01:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.0351 2021-06-21 16:05:14,588 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-03, eta: 10:01:45, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.1156 2021-06-21 16:05:25,878 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-03, eta: 10:01:32, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.1019 2021-06-21 16:05:37,091 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-03, eta: 10:01:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.1449 2021-06-21 16:05:48,368 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-03, eta: 10:01:06, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9844, loss: 0.9844, grad_norm: 6.0456 2021-06-21 16:05:59,525 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-03, eta: 10:00:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.0541 2021-06-21 16:06:10,699 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-03, eta: 10:00:40, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.0913 2021-06-21 16:06:21,923 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-03, eta: 10:00:27, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0219, loss: 1.0219, grad_norm: 5.9642 2021-06-21 16:06:33,194 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-03, eta: 10:00:14, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.1556 2021-06-21 16:06:44,369 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-03, eta: 10:00:01, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.1306 2021-06-21 16:06:55,581 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-03, eta: 9:59:48, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.1027 2021-06-21 16:07:06,764 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-03, eta: 9:59:35, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.1873 2021-06-21 16:07:18,006 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-03, eta: 9:59:22, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.0122 2021-06-21 16:07:29,221 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-03, eta: 9:59:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.1971 2021-06-21 16:07:40,445 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-03, eta: 9:58:56, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.0685 2021-06-21 16:07:51,748 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-03, eta: 9:58:43, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.4569 2021-06-21 16:08:02,974 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-03, eta: 9:58:30, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.0460 2021-06-21 16:08:14,177 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-03, eta: 9:58:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0192, loss: 1.0192, grad_norm: 5.9742 2021-06-21 16:08:25,314 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-03, eta: 9:58:04, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9565, loss: 0.9565, grad_norm: 5.8807 2021-06-21 16:08:36,527 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-03, eta: 9:57:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9739, loss: 0.9739, grad_norm: 5.8709 2021-06-21 16:08:47,741 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-03, eta: 9:57:38, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.2509 2021-06-21 16:08:58,959 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-03, eta: 9:57:25, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9094, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.3018 2021-06-21 16:09:10,214 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-03, eta: 9:57:12, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.0793 2021-06-21 16:09:21,382 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-03, eta: 9:56:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.1732 2021-06-21 16:09:32,537 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-03, eta: 9:56:45, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9356, loss: 0.9356, grad_norm: 5.8851 2021-06-21 16:09:43,689 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-03, eta: 9:56:32, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.0572 2021-06-21 16:09:54,820 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-03, eta: 9:56:19, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.0763 2021-06-21 16:10:05,979 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-03, eta: 9:56:06, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9227, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.2207 2021-06-21 16:10:17,219 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-03, eta: 9:55:53, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.2458 2021-06-21 16:10:28,408 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-03, eta: 9:55:40, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.2767 2021-06-21 16:10:39,609 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-03, eta: 9:55:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8828, loss: 0.8828, grad_norm: 5.6987 2021-06-21 16:10:50,879 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-03, eta: 9:55:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.1389 2021-06-21 16:11:02,044 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-03, eta: 9:55:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9595, loss: 0.9595, grad_norm: 5.9413 2021-06-21 16:11:13,230 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-03, eta: 9:54:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.0213 2021-06-21 16:11:24,464 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-03, eta: 9:54:35, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.2317 2021-06-21 16:11:35,648 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-03, eta: 9:54:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9636, loss: 0.9636, grad_norm: 5.8702 2021-06-21 16:11:46,796 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-03, eta: 9:54:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.2236 2021-06-21 16:11:58,038 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-03, eta: 9:53:56, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.1365 2021-06-21 16:12:09,197 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-03, eta: 9:53:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.2303 2021-06-21 16:12:20,397 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-03, eta: 9:53:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.0006 2021-06-21 16:12:31,566 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-03, eta: 9:53:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9156, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.1556 2021-06-21 16:12:42,817 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-03, eta: 9:53:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9789, loss: 0.9789, grad_norm: 5.9859 2021-06-21 16:12:54,000 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-03, eta: 9:52:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.2356 2021-06-21 16:13:05,270 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-03, eta: 9:52:38, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 0.9829, loss: 0.9829, grad_norm: 5.9290 2021-06-21 16:13:16,539 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-03, eta: 9:52:25, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.0488 2021-06-21 16:13:27,711 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-03, eta: 9:52:12, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0088, loss: 1.0088, grad_norm: 5.9129 2021-06-21 16:13:38,958 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-03, eta: 9:52:00, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9234, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.0426 2021-06-21 16:13:50,118 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-03, eta: 9:51:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.2816 2021-06-21 16:14:01,344 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-03, eta: 9:51:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9861, loss: 0.9861, grad_norm: 5.9214 2021-06-21 16:14:12,594 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-03, eta: 9:51:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9338, loss: 0.9338, grad_norm: 5.9729 2021-06-21 16:14:23,828 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-03, eta: 9:51:08, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.0855 2021-06-21 16:14:35,007 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-03, eta: 9:50:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.1966 2021-06-21 16:14:46,129 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-03, eta: 9:50:42, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.1110 2021-06-21 16:14:57,265 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-03, eta: 9:50:29, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.0219 2021-06-21 16:15:08,542 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-03, eta: 9:50:16, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9242, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.1683 2021-06-21 16:15:19,701 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-03, eta: 9:50:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.5635 2021-06-21 16:15:30,874 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-03, eta: 9:49:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.1641 2021-06-21 16:15:42,020 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-03, eta: 9:49:37, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0114, loss: 1.0114, grad_norm: 5.9892 2021-06-21 16:15:53,222 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-03, eta: 9:49:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.3436 2021-06-21 16:16:04,387 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-03, eta: 9:49:11, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0191, loss: 1.0191, grad_norm: 5.9911 2021-06-21 16:16:15,603 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-03, eta: 9:48:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.2694 2021-06-21 16:16:26,906 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-03, eta: 9:48:45, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.0426 2021-06-21 16:16:38,090 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-03, eta: 9:48:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9515, loss: 0.9515, grad_norm: 5.9001 2021-06-21 16:16:49,252 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-03, eta: 9:48:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9000, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.0297 2021-06-21 16:17:00,475 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-03, eta: 9:48:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0040, loss: 1.0040, grad_norm: 5.9885 2021-06-21 16:17:11,720 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-03, eta: 9:47:53, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.1698 2021-06-21 16:17:22,941 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-03, eta: 9:47:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.1567 2021-06-21 16:17:34,056 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-03, eta: 9:47:28, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9320, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.0850 2021-06-21 16:17:45,228 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-03, eta: 9:47:15, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.1845 2021-06-21 16:18:04,881 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-06-21 16:20:10,679 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-03, eta: 9:50:48, time: 6.235, data_time: 5.477, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9461, loss: 0.9461, grad_norm: 5.7331 2021-06-21 16:20:21,702 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-03, eta: 9:50:35, time: 0.557, data_time: 0.009, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9758, loss: 0.9758, grad_norm: 5.9147 2021-06-21 16:20:32,684 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-03, eta: 9:50:21, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.0522 2021-06-21 16:20:43,683 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-03, eta: 9:50:08, time: 0.549, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9203, loss_cls: 0.9988, loss: 0.9988, grad_norm: 5.9554 2021-06-21 16:20:54,721 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-03, eta: 9:49:54, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9708, loss: 0.9708, grad_norm: 5.9932 2021-06-21 16:21:05,776 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-03, eta: 9:49:41, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.1101 2021-06-21 16:21:16,898 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-03, eta: 9:49:27, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.0858 2021-06-21 16:21:28,122 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-03, eta: 9:49:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0568, loss: 1.0568, grad_norm: 6.2263 2021-06-21 16:21:39,379 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-03, eta: 9:49:01, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9133, loss_cls: 0.9460, loss: 0.9460, grad_norm: 5.8197 2021-06-21 16:21:50,539 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-03, eta: 9:48:48, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 1.0138, loss: 1.0138, grad_norm: 5.9931 2021-06-21 16:22:01,804 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-03, eta: 9:48:35, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9906, loss: 0.9906, grad_norm: 5.8816 2021-06-21 16:22:13,115 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-03, eta: 9:48:22, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9195, loss_cls: 0.9783, loss: 0.9783, grad_norm: 5.9346 2021-06-21 16:22:24,307 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-03, eta: 9:48:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9187, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.0703 2021-06-21 16:22:35,546 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-03, eta: 9:47:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.2355 2021-06-21 16:22:46,896 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-03, eta: 9:47:43, time: 0.568, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0267, loss: 1.0267, grad_norm: 6.1353 2021-06-21 16:22:58,047 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-03, eta: 9:47:30, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9328, loss_cls: 0.8862, loss: 0.8862, grad_norm: 5.9190 2021-06-21 16:23:09,238 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-03, eta: 9:47:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.1071 2021-06-21 16:23:20,439 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-03, eta: 9:47:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.2658 2021-06-21 16:23:31,615 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-03, eta: 9:46:50, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.1720 2021-06-21 16:23:42,845 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-03, eta: 9:46:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9164, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.3021 2021-06-21 16:23:54,023 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-03, eta: 9:46:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.0236 2021-06-21 16:24:05,262 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-03, eta: 9:46:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9187, loss_cls: 0.9168, loss: 0.9168, grad_norm: 5.7847 2021-06-21 16:24:16,414 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-03, eta: 9:45:58, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.1627 2021-06-21 16:24:27,653 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-03, eta: 9:45:45, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9625, loss: 0.9625, grad_norm: 5.8912 2021-06-21 16:24:38,890 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-03, eta: 9:45:32, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.0116 2021-06-21 16:25:01,912 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-03, eta: 9:45:45, time: 1.142, data_time: 0.010, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9234, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.2034 2021-06-21 16:25:13,029 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-03, eta: 9:45:32, time: 0.565, data_time: 0.012, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.3021 2021-06-21 16:25:24,335 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-03, eta: 9:45:19, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.1551 2021-06-21 16:25:35,568 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-03, eta: 9:45:06, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0508, loss: 1.0508, grad_norm: 6.3040 2021-06-21 16:25:46,804 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-03, eta: 9:44:53, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9266, loss_cls: 0.9082, loss: 0.9082, grad_norm: 5.8177 2021-06-21 16:25:58,051 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-03, eta: 9:44:40, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.1717 2021-06-21 16:26:09,212 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-03, eta: 9:44:27, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.0369 2021-06-21 16:26:20,446 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-03, eta: 9:44:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.0773 2021-06-21 16:26:31,736 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-03, eta: 9:44:01, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9827, loss: 0.9827, grad_norm: 5.8368 2021-06-21 16:26:42,988 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-03, eta: 9:43:48, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.0604 2021-06-21 16:26:54,198 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-03, eta: 9:43:35, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.0086 2021-06-21 16:27:05,475 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-03, eta: 9:43:22, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.2131 2021-06-21 16:27:16,702 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-03, eta: 9:43:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.2018 2021-06-21 16:27:27,913 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-03, eta: 9:42:56, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9453, loss: 0.9453, grad_norm: 5.9125 2021-06-21 16:27:39,055 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-03, eta: 9:42:42, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.1186 2021-06-21 16:27:50,305 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-03, eta: 9:42:30, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.0031 2021-06-21 16:28:01,522 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-03, eta: 9:42:16, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.0140 2021-06-21 16:28:12,929 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-03, eta: 9:42:04, time: 0.571, data_time: 0.007, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9323, loss: 0.9323, grad_norm: 5.9765 2021-06-21 16:28:24,210 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-03, eta: 9:41:51, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.2866 2021-06-21 16:28:35,430 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-03, eta: 9:41:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.3167 2021-06-21 16:28:46,568 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-03, eta: 9:41:25, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9755, loss: 0.9755, grad_norm: 5.9718 2021-06-21 16:28:57,815 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-03, eta: 9:41:12, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.0541 2021-06-21 16:29:08,996 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-03, eta: 9:40:59, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9175, loss: 0.9175, grad_norm: 5.8065 2021-06-21 16:29:20,154 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-03, eta: 9:40:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9650, loss: 0.9650, grad_norm: 5.8323 2021-06-21 16:29:31,338 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-03, eta: 9:40:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.3065 2021-06-21 16:29:42,479 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-03, eta: 9:40:19, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.2519 2021-06-21 16:29:53,666 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-03, eta: 9:40:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.1448 2021-06-21 16:30:04,949 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-03, eta: 9:39:53, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.0328 2021-06-21 16:30:16,222 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-03, eta: 9:39:40, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9843, loss: 0.9843, grad_norm: 5.8730 2021-06-21 16:30:27,397 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-03, eta: 9:39:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.0050 2021-06-21 16:30:38,581 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-03, eta: 9:39:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9203, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.0412 2021-06-21 16:30:49,871 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-03, eta: 9:39:01, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9561, loss: 0.9561, grad_norm: 5.9366 2021-06-21 16:31:01,094 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-03, eta: 9:38:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9807, loss: 0.9807, grad_norm: 5.9877 2021-06-21 16:31:12,275 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-03, eta: 9:38:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.3114 2021-06-21 16:31:23,376 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-03, eta: 9:38:22, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9195, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.2052 2021-06-21 16:31:34,588 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-03, eta: 9:38:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.3058 2021-06-21 16:31:45,779 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-03, eta: 9:37:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9305, loss_cls: 0.8781, loss: 0.8781, grad_norm: 5.8534 2021-06-21 16:31:57,023 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-03, eta: 9:37:43, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.0232 2021-06-21 16:32:08,157 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-03, eta: 9:37:30, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9420, loss: 0.9420, grad_norm: 5.8206 2021-06-21 16:32:19,362 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-03, eta: 9:37:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9872, loss: 0.9872, grad_norm: 5.8877 2021-06-21 16:32:30,527 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-03, eta: 9:37:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.1559 2021-06-21 16:32:41,768 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-03, eta: 9:36:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0196, loss: 1.0196, grad_norm: 5.9809 2021-06-21 16:32:52,980 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-03, eta: 9:36:38, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.3003 2021-06-21 16:33:04,170 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-03, eta: 9:36:25, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.0914 2021-06-21 16:33:15,398 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-03, eta: 9:36:12, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9489, loss: 0.9489, grad_norm: 5.8784 2021-06-21 16:33:26,619 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-03, eta: 9:35:59, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.9035, loss: 0.9035, grad_norm: 5.7531 2021-06-21 16:33:37,863 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-03, eta: 9:35:46, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.1472 2021-06-21 16:33:49,107 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-03, eta: 9:35:33, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.1258 2021-06-21 16:34:00,245 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-03, eta: 9:35:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.2619 2021-06-21 16:34:11,473 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-03, eta: 9:35:07, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.1544 2021-06-21 16:34:22,687 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-03, eta: 9:34:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.1401 2021-06-21 16:34:33,925 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-03, eta: 9:34:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9195, loss: 0.9195, grad_norm: 5.8642 2021-06-21 16:34:45,162 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-03, eta: 9:34:28, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9483, loss: 0.9483, grad_norm: 6.0313 2021-06-21 16:34:56,446 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-03, eta: 9:34:16, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.0457 2021-06-21 16:35:07,749 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-03, eta: 9:34:03, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9444, loss: 0.9444, grad_norm: 5.9049 2021-06-21 16:35:19,020 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-03, eta: 9:33:50, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.0240 2021-06-21 16:35:30,272 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-03, eta: 9:33:37, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9125, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.2297 2021-06-21 16:35:41,429 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-03, eta: 9:33:24, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.0985 2021-06-21 16:35:52,547 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-03, eta: 9:33:11, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9598, loss: 0.9598, grad_norm: 5.8464 2021-06-21 16:36:03,799 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-03, eta: 9:32:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.2992 2021-06-21 16:36:15,018 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-03, eta: 9:32:45, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.4301 2021-06-21 16:36:26,234 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-03, eta: 9:32:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9366, loss: 0.9366, grad_norm: 5.8872 2021-06-21 16:36:37,572 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-03, eta: 9:32:20, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.0886 2021-06-21 16:36:48,683 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-03, eta: 9:32:07, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9848, loss: 0.9848, grad_norm: 5.9133 2021-06-21 16:36:59,872 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-03, eta: 9:31:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9389, loss: 0.9389, grad_norm: 5.8542 2021-06-21 16:37:11,033 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-03, eta: 9:31:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9592, loss: 0.9592, grad_norm: 5.9319 2021-06-21 16:37:22,265 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-03, eta: 9:31:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9498, loss: 0.9498, grad_norm: 5.9114 2021-06-21 16:37:33,530 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-03, eta: 9:31:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.4190 2021-06-21 16:37:44,636 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-03, eta: 9:31:02, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9606, loss: 0.9606, grad_norm: 5.9921 2021-06-21 16:37:55,843 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-03, eta: 9:30:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.2266 2021-06-21 16:38:07,044 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-03, eta: 9:30:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.2422 2021-06-21 16:38:18,290 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-03, eta: 9:30:23, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9831, loss: 0.9831, grad_norm: 5.9391 2021-06-21 16:38:29,436 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-03, eta: 9:30:10, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.1234 2021-06-21 16:38:40,639 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-03, eta: 9:29:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.4256 2021-06-21 16:38:51,825 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-03, eta: 9:29:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.1352 2021-06-21 16:39:03,007 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-03, eta: 9:29:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.0676 2021-06-21 16:39:14,267 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-03, eta: 9:29:18, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.3208 2021-06-21 16:39:25,505 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-03, eta: 9:29:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.0041 2021-06-21 16:39:36,721 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-03, eta: 9:28:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.3499 2021-06-21 16:39:47,862 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-03, eta: 9:28:40, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9757, loss: 0.9757, grad_norm: 5.9431 2021-06-21 16:39:59,132 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-03, eta: 9:28:27, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.0693 2021-06-21 16:40:10,308 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-03, eta: 9:28:14, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.0444 2021-06-21 16:40:21,570 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-03, eta: 9:28:01, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.2544 2021-06-21 16:40:32,733 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-03, eta: 9:27:48, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.1790 2021-06-21 16:40:43,912 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-03, eta: 9:27:35, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.1965 2021-06-21 16:40:55,178 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-03, eta: 9:27:22, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.1854 2021-06-21 16:41:06,364 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-03, eta: 9:27:09, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0267, loss: 1.0267, grad_norm: 6.1161 2021-06-21 16:41:17,578 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-03, eta: 9:26:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9172, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.1858 2021-06-21 16:41:28,815 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-03, eta: 9:26:44, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 1.0022, loss: 1.0022, grad_norm: 5.9693 2021-06-21 16:41:40,029 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-03, eta: 9:26:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.3460 2021-06-21 16:41:51,199 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-03, eta: 9:26:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9360, loss: 0.9360, grad_norm: 5.9107 2021-06-21 16:42:02,424 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-03, eta: 9:26:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.3821 2021-06-21 16:42:13,625 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-03, eta: 9:25:52, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9227, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.3598 2021-06-21 16:42:24,862 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-03, eta: 9:25:39, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.1491 2021-06-21 16:42:36,047 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-03, eta: 9:25:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.0362 2021-06-21 16:42:47,195 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-03, eta: 9:25:13, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.0885 2021-06-21 16:42:58,421 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-03, eta: 9:25:01, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.0604 2021-06-21 16:43:09,639 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-03, eta: 9:24:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.0682 2021-06-21 16:43:20,815 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-03, eta: 9:24:35, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9876, loss: 0.9876, grad_norm: 6.0861 2021-06-21 16:43:31,983 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-03, eta: 9:24:22, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9296, loss: 0.9296, grad_norm: 5.9372 2021-06-21 16:43:43,255 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-03, eta: 9:24:09, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 1.0194, loss: 1.0194, grad_norm: 5.9894 2021-06-21 16:43:54,446 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-03, eta: 9:23:56, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.1307 2021-06-21 16:44:05,653 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-03, eta: 9:23:44, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9203, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.0477 2021-06-21 16:44:16,929 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-03, eta: 9:23:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.1253 2021-06-21 16:44:28,086 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-03, eta: 9:23:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.2991 2021-06-21 16:44:39,211 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-03, eta: 9:23:05, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9250, loss_cls: 0.9150, loss: 0.9150, grad_norm: 5.9796 2021-06-21 16:44:50,348 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-03, eta: 9:22:52, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.1517 2021-06-21 16:45:01,554 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-03, eta: 9:22:39, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9125, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.1487 2021-06-21 16:45:12,834 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-03, eta: 9:22:26, time: 0.567, data_time: 0.003, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9234, loss_cls: 0.9876, loss: 0.9876, grad_norm: 6.1210 2021-06-21 16:45:24,078 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-03, eta: 9:22:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.0109 2021-06-21 16:45:35,273 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-03, eta: 9:22:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9411, loss: 0.9411, grad_norm: 5.8796 2021-06-21 16:45:46,483 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-03, eta: 9:21:48, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.1368 2021-06-21 16:45:57,673 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-03, eta: 9:21:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.3811 2021-06-21 16:46:08,913 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-03, eta: 9:21:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.2303 2021-06-21 16:46:20,054 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-03, eta: 9:21:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.1575 2021-06-21 16:46:31,255 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-03, eta: 9:20:57, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.2117 2021-06-21 16:46:42,452 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-03, eta: 9:20:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.2791 2021-06-21 16:46:53,606 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-03, eta: 9:20:31, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.2021 2021-06-21 16:47:04,858 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-03, eta: 9:20:18, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.2495 2021-06-21 16:47:16,040 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-03, eta: 9:20:05, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.1740 2021-06-21 16:47:27,308 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-03, eta: 9:19:53, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.1162 2021-06-21 16:47:38,483 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-03, eta: 9:19:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.1089 2021-06-21 16:47:49,673 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-03, eta: 9:19:27, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.3165 2021-06-21 16:48:00,899 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-03, eta: 9:19:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9984, loss: 0.9984, grad_norm: 5.9914 2021-06-21 16:48:12,006 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-03, eta: 9:19:01, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9665, loss: 0.9665, grad_norm: 5.9322 2021-06-21 16:48:23,194 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-03, eta: 9:18:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.4539 2021-06-21 16:48:34,340 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-03, eta: 9:18:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.0011 2021-06-21 16:48:45,558 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-03, eta: 9:18:23, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.1743 2021-06-21 16:48:56,784 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-03, eta: 9:18:10, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.1415 2021-06-21 16:49:08,016 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-03, eta: 9:17:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.1650 2021-06-21 16:49:19,229 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-03, eta: 9:17:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.2700 2021-06-21 16:49:30,386 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-03, eta: 9:17:31, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.1034 2021-06-21 16:49:41,658 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-03, eta: 9:17:19, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.0546 2021-06-21 16:49:52,765 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-03, eta: 9:17:06, time: 0.555, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 0.9753, loss: 0.9753, grad_norm: 5.9976 2021-06-21 16:50:03,900 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-03, eta: 9:16:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.1496 2021-06-21 16:50:15,078 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-03, eta: 9:16:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.1385 2021-06-21 16:50:26,313 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-03, eta: 9:16:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.1250 2021-06-21 16:50:37,459 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-03, eta: 9:16:14, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9590, loss: 0.9590, grad_norm: 6.0368 2021-06-21 16:50:48,714 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-03, eta: 9:16:02, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.1950 2021-06-21 16:50:59,888 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-03, eta: 9:15:49, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9117, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.4673 2021-06-21 16:51:11,030 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-03, eta: 9:15:36, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.3553 2021-06-21 16:51:22,334 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-03, eta: 9:15:23, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.1710 2021-06-21 16:51:33,516 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-03, eta: 9:15:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.2925 2021-06-21 16:51:44,723 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-03, eta: 9:14:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.2512 2021-06-21 16:51:55,866 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-03, eta: 9:14:45, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.2966 2021-06-21 16:52:06,976 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-03, eta: 9:14:32, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.0117 2021-06-21 16:52:18,190 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-03, eta: 9:14:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9195, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.0719 2021-06-21 16:52:29,400 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-03, eta: 9:14:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9180, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.4727 2021-06-21 16:52:40,636 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-03, eta: 9:13:54, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.1801 2021-06-21 16:52:51,846 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-03, eta: 9:13:41, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.0533 2021-06-21 16:53:02,981 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-03, eta: 9:13:28, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.2437 2021-06-21 16:53:14,172 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-03, eta: 9:13:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.1680 2021-06-21 16:53:25,356 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-03, eta: 9:13:03, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.2690 2021-06-21 16:53:36,557 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-03, eta: 9:12:50, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.0573 2021-06-21 16:53:47,796 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-03, eta: 9:12:37, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9801, loss: 0.9801, grad_norm: 5.9280 2021-06-21 16:53:58,978 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-03, eta: 9:12:25, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9578, loss: 0.9578, grad_norm: 6.0463 2021-06-21 16:54:10,202 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-03, eta: 9:12:12, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8945, loss_cls: 1.0107, loss: 1.0107, grad_norm: 5.9485 2021-06-21 16:54:21,363 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-03, eta: 9:11:59, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 1.0044, loss: 1.0044, grad_norm: 5.9760 2021-06-21 16:54:32,532 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-03, eta: 9:11:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9172, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.2404 2021-06-21 16:54:43,709 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-03, eta: 9:11:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9234, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.1839 2021-06-21 16:54:54,981 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-03, eta: 9:11:21, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.4563 2021-06-21 16:55:06,193 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-03, eta: 9:11:08, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.1807 2021-06-21 16:55:31,183 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-06-21 16:57:47,312 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-03, eta: 9:14:19, time: 6.754, data_time: 6.192, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.1293 2021-06-21 16:57:58,351 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-03, eta: 9:14:06, time: 0.553, data_time: 0.006, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9498, loss: 0.9498, grad_norm: 5.8736 2021-06-21 16:58:09,322 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-03, eta: 9:13:52, time: 0.548, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9141, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.0409 2021-06-21 16:58:20,328 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-03, eta: 9:13:39, time: 0.550, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9428, loss: 0.9428, grad_norm: 5.9696 2021-06-21 16:58:31,338 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-03, eta: 9:13:26, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.0955 2021-06-21 16:58:42,399 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-03, eta: 9:13:12, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.1520 2021-06-21 16:58:53,500 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-03, eta: 9:12:59, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.0727 2021-06-21 16:59:04,685 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-03, eta: 9:12:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.8992, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.0746 2021-06-21 16:59:15,881 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-03, eta: 9:12:33, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.1698 2021-06-21 16:59:27,127 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-03, eta: 9:12:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9195, loss_cls: 0.9233, loss: 0.9233, grad_norm: 5.8806 2021-06-21 16:59:38,392 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-03, eta: 9:12:08, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.2653 2021-06-21 16:59:49,600 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-03, eta: 9:11:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.0945 2021-06-21 17:00:00,854 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-03, eta: 9:11:42, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.4646 2021-06-21 17:00:12,480 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-03, eta: 9:11:30, time: 0.581, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9349, loss: 0.9349, grad_norm: 5.9522 2021-06-21 17:00:23,674 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-03, eta: 9:11:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.2363 2021-06-21 17:00:34,947 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-03, eta: 9:11:04, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9250, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.0622 2021-06-21 17:00:46,127 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-03, eta: 9:10:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.0500 2021-06-21 17:00:57,419 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-03, eta: 9:10:39, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9997, loss: 0.9997, grad_norm: 6.1389 2021-06-21 17:01:08,601 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-03, eta: 9:10:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9446, loss: 0.9446, grad_norm: 5.9455 2021-06-21 17:01:19,797 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-03, eta: 9:10:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9156, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.2008 2021-06-21 17:01:31,001 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-03, eta: 9:10:00, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9133, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.4706 2021-06-21 17:01:42,169 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-03, eta: 9:09:47, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.2261 2021-06-21 17:01:53,473 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-03, eta: 9:09:34, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.4164 2021-06-21 17:02:04,678 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-03, eta: 9:09:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.9409, loss: 0.9409, grad_norm: 5.9113 2021-06-21 17:02:15,932 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-03, eta: 9:09:08, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9334, loss: 0.9334, grad_norm: 5.9097 2021-06-21 17:02:27,066 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-03, eta: 9:08:55, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9195, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.1885 2021-06-21 17:02:38,286 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-03, eta: 9:08:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.2224 2021-06-21 17:02:49,552 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-03, eta: 9:08:30, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9673, loss: 0.9673, grad_norm: 5.9964 2021-06-21 17:03:00,767 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-03, eta: 9:08:17, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.2122 2021-06-21 17:03:12,012 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-03, eta: 9:08:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.4340 2021-06-21 17:03:23,248 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-03, eta: 9:07:51, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.1551 2021-06-21 17:03:34,423 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-03, eta: 9:07:38, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9431, loss: 0.9431, grad_norm: 6.0832 2021-06-21 17:03:45,580 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-03, eta: 9:07:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.0701 2021-06-21 17:03:56,789 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-03, eta: 9:07:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9948, loss: 0.9948, grad_norm: 5.9986 2021-06-21 17:04:08,015 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-03, eta: 9:07:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.1654 2021-06-21 17:04:19,295 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-03, eta: 9:06:47, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.0296 2021-06-21 17:04:30,550 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-03, eta: 9:06:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.0507 2021-06-21 17:04:41,844 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-03, eta: 9:06:22, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9871, loss: 0.9871, grad_norm: 5.9333 2021-06-21 17:04:53,031 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-03, eta: 9:06:09, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.0992 2021-06-21 17:05:04,322 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-03, eta: 9:05:56, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9336, loss_cls: 0.8825, loss: 0.8825, grad_norm: 5.9661 2021-06-21 17:05:15,529 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-03, eta: 9:05:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.1973 2021-06-21 17:05:26,733 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-03, eta: 9:05:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.3636 2021-06-21 17:05:37,951 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-03, eta: 9:05:18, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9514, loss: 0.9514, grad_norm: 6.0015 2021-06-21 17:05:49,235 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-03, eta: 9:05:05, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.1317 2021-06-21 17:06:00,408 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-03, eta: 9:04:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.9286, loss: 0.9286, grad_norm: 5.9309 2021-06-21 17:06:11,716 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-03, eta: 9:04:39, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9258, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.0086 2021-06-21 17:06:22,915 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-03, eta: 9:04:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7109, top5_acc: 0.9047, loss_cls: 1.1037, loss: 1.1037, grad_norm: 6.5376 2021-06-21 17:06:34,164 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-03, eta: 9:04:14, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9227, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.0844 2021-06-21 17:06:45,396 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-03, eta: 9:04:01, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.3420 2021-06-21 17:06:56,603 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-03, eta: 9:03:48, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.3543 2021-06-21 17:07:07,925 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-03, eta: 9:03:35, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.1071 2021-06-21 17:07:19,093 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-03, eta: 9:03:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.1962 2021-06-21 17:07:30,271 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-03, eta: 9:03:10, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.0045 2021-06-21 17:07:41,535 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-03, eta: 9:02:57, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8820, loss: 0.8820, grad_norm: 5.8931 2021-06-21 17:07:52,765 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-03, eta: 9:02:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9266, loss_cls: 0.9250, loss: 0.9250, grad_norm: 6.0502 2021-06-21 17:08:04,020 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-03, eta: 9:02:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9626, loss: 0.9626, grad_norm: 5.9842 2021-06-21 17:08:15,186 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-03, eta: 9:02:19, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9767, loss: 0.9767, grad_norm: 6.0596 2021-06-21 17:08:26,398 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-03, eta: 9:02:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.1269 2021-06-21 17:08:37,557 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-03, eta: 9:01:53, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.5725 2021-06-21 17:08:48,699 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-03, eta: 9:01:40, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.0815 2021-06-21 17:08:59,925 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-03, eta: 9:01:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.0172 2021-06-21 17:09:11,170 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-03, eta: 9:01:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.3126 2021-06-21 17:09:22,402 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-03, eta: 9:01:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9490, loss: 0.9490, grad_norm: 5.9221 2021-06-21 17:09:33,589 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-03, eta: 9:00:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.2359 2021-06-21 17:09:44,836 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-03, eta: 9:00:36, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.2601 2021-06-21 17:09:56,000 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-03, eta: 9:00:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.0801 2021-06-21 17:10:07,249 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-03, eta: 9:00:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.4359 2021-06-21 17:10:18,416 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-03, eta: 8:59:58, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.3183 2021-06-21 17:10:29,561 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-03, eta: 8:59:45, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.1000 2021-06-21 17:10:40,779 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-03, eta: 8:59:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.1941 2021-06-21 17:10:52,003 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-03, eta: 8:59:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.3845 2021-06-21 17:11:03,177 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-03, eta: 8:59:06, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9402, loss: 0.9402, grad_norm: 5.9405 2021-06-21 17:11:14,373 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-03, eta: 8:58:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.3341 2021-06-21 17:11:25,635 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-03, eta: 8:58:41, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 1.0084, loss: 1.0084, grad_norm: 6.1253 2021-06-21 17:11:36,766 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-03, eta: 8:58:28, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.1205 2021-06-21 17:11:47,925 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-03, eta: 8:58:15, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.2047 2021-06-21 17:11:59,122 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-03, eta: 8:58:02, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.2494 2021-06-21 17:12:10,389 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-03, eta: 8:57:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.3983 2021-06-21 17:12:21,555 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-03, eta: 8:57:37, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.4647 2021-06-21 17:12:32,779 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-03, eta: 8:57:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9242, loss_cls: 0.9430, loss: 0.9430, grad_norm: 5.9521 2021-06-21 17:12:43,962 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-03, eta: 8:57:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.3460 2021-06-21 17:12:55,104 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-03, eta: 8:56:58, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.3200 2021-06-21 17:13:06,338 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-03, eta: 8:56:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9234, loss_cls: 0.9051, loss: 0.9051, grad_norm: 5.9301 2021-06-21 17:13:17,521 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-03, eta: 8:56:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.5265 2021-06-21 17:13:28,822 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-03, eta: 8:56:20, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.1373 2021-06-21 17:13:39,973 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-03, eta: 8:56:08, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.0303 2021-06-21 17:13:51,121 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-03, eta: 8:55:55, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.1011 2021-06-21 17:14:02,350 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-03, eta: 8:55:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.1482 2021-06-21 17:14:13,529 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-03, eta: 8:55:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.1491 2021-06-21 17:14:24,685 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-03, eta: 8:55:16, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.1416 2021-06-21 17:14:35,907 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-03, eta: 8:55:04, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.1071 2021-06-21 17:14:47,066 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-03, eta: 8:54:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.0266 2021-06-21 17:14:58,283 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-03, eta: 8:54:38, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.2492 2021-06-21 17:15:09,528 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-03, eta: 8:54:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.0257 2021-06-21 17:15:20,678 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-03, eta: 8:54:13, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.1319 2021-06-21 17:15:31,908 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-03, eta: 8:54:00, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9195, loss_cls: 0.8668, loss: 0.8668, grad_norm: 5.7505 2021-06-21 17:15:43,162 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-03, eta: 8:53:47, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.2274 2021-06-21 17:15:54,327 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-03, eta: 8:53:34, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9227, loss_cls: 0.9438, loss: 0.9438, grad_norm: 6.0989 2021-06-21 17:16:05,558 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-03, eta: 8:53:22, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9094, loss_cls: 0.9499, loss: 0.9499, grad_norm: 6.0276 2021-06-21 17:16:16,811 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-03, eta: 8:53:09, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9645, loss: 0.9645, grad_norm: 5.9637 2021-06-21 17:16:27,997 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-03, eta: 8:52:56, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.3387 2021-06-21 17:16:39,182 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-03, eta: 8:52:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.2985 2021-06-21 17:16:50,448 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-03, eta: 8:52:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.3749 2021-06-21 17:17:01,675 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-03, eta: 8:52:18, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.0765 2021-06-21 17:17:12,921 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-03, eta: 8:52:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.3178 2021-06-21 17:17:24,067 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-03, eta: 8:51:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9109, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.3153 2021-06-21 17:17:35,230 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-03, eta: 8:51:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9242, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.2579 2021-06-21 17:17:46,361 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-03, eta: 8:51:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.3481 2021-06-21 17:17:57,585 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-03, eta: 8:51:14, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.1261 2021-06-21 17:18:08,760 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-03, eta: 8:51:02, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9055, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.2292 2021-06-21 17:18:19,983 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-03, eta: 8:50:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.4414 2021-06-21 17:18:31,164 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-03, eta: 8:50:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.3306 2021-06-21 17:18:42,351 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-03, eta: 8:50:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.3740 2021-06-21 17:18:53,544 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-03, eta: 8:50:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.0038 2021-06-21 17:19:04,717 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-03, eta: 8:49:58, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9203, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.2211 2021-06-21 17:19:15,939 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-03, eta: 8:49:45, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.0009 2021-06-21 17:19:27,142 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-03, eta: 8:49:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.2537 2021-06-21 17:19:38,394 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-03, eta: 8:49:20, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.2894 2021-06-21 17:19:49,631 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-03, eta: 8:49:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0562, loss: 1.0562, grad_norm: 6.3417 2021-06-21 17:20:00,775 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-03, eta: 8:48:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.3384 2021-06-21 17:20:12,011 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-03, eta: 8:48:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.3218 2021-06-21 17:20:23,272 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-03, eta: 8:48:29, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.0371 2021-06-21 17:20:34,474 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-03, eta: 8:48:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.3494 2021-06-21 17:20:45,725 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-03, eta: 8:48:04, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9548, loss: 0.9548, grad_norm: 5.9221 2021-06-21 17:20:56,975 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-03, eta: 8:47:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.1876 2021-06-21 17:21:08,200 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-03, eta: 8:47:39, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9289, loss_cls: 0.9282, loss: 0.9282, grad_norm: 5.9924 2021-06-21 17:21:19,374 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-03, eta: 8:47:26, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.2547 2021-06-21 17:21:30,551 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-03, eta: 8:47:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.1641 2021-06-21 17:21:41,722 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-03, eta: 8:47:01, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.4173 2021-06-21 17:21:52,889 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-03, eta: 8:46:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.9095, loss: 0.9095, grad_norm: 6.0510 2021-06-21 17:22:04,134 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-03, eta: 8:46:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.4150 2021-06-21 17:22:15,406 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-03, eta: 8:46:23, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.2217 2021-06-21 17:22:26,658 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-03, eta: 8:46:10, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.1459 2021-06-21 17:22:37,840 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-03, eta: 8:45:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.3685 2021-06-21 17:22:49,056 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-03, eta: 8:45:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.3737 2021-06-21 17:23:00,323 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-03, eta: 8:45:32, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.1407 2021-06-21 17:23:11,611 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-03, eta: 8:45:20, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.2329 2021-06-21 17:23:22,804 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-03, eta: 8:45:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0267, loss: 1.0267, grad_norm: 6.1071 2021-06-21 17:23:33,949 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-03, eta: 8:44:54, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.2954 2021-06-21 17:23:45,141 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-03, eta: 8:44:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9246, loss: 0.9246, grad_norm: 5.9458 2021-06-21 17:23:56,281 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-03, eta: 8:44:29, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9258, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.3621 2021-06-21 17:24:07,417 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-03, eta: 8:44:16, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9557, loss: 0.9557, grad_norm: 6.2009 2021-06-21 17:24:18,689 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-03, eta: 8:44:03, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.9009, loss: 0.9009, grad_norm: 5.8084 2021-06-21 17:24:29,854 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-03, eta: 8:43:51, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.4142 2021-06-21 17:24:41,057 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-03, eta: 8:43:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.2053 2021-06-21 17:24:52,276 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-03, eta: 8:43:25, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9234, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.0477 2021-06-21 17:25:03,491 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-03, eta: 8:43:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.3626 2021-06-21 17:25:14,653 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-03, eta: 8:43:00, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.2021 2021-06-21 17:25:25,851 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-03, eta: 8:42:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.1663 2021-06-21 17:25:37,056 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-03, eta: 8:42:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0711, loss: 1.0711, grad_norm: 6.2017 2021-06-21 17:25:48,316 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-03, eta: 8:42:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9208, loss: 0.9208, grad_norm: 5.7975 2021-06-21 17:25:59,524 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-03, eta: 8:42:10, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.4032 2021-06-21 17:26:10,723 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-03, eta: 8:41:57, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.0338 2021-06-21 17:26:21,898 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-03, eta: 8:41:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.5499 2021-06-21 17:26:33,125 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-03, eta: 8:41:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.1789 2021-06-21 17:26:44,268 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-03, eta: 8:41:19, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9133, loss_cls: 0.9367, loss: 0.9367, grad_norm: 5.7784 2021-06-21 17:26:55,455 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-03, eta: 8:41:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9273, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.1173 2021-06-21 17:27:06,697 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-03, eta: 8:40:54, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.2749 2021-06-21 17:27:17,845 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-03, eta: 8:40:41, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.1115 2021-06-21 17:27:28,988 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-03, eta: 8:40:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.3460 2021-06-21 17:27:40,133 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-03, eta: 8:40:16, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9227, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.1512 2021-06-21 17:27:51,402 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-03, eta: 8:40:03, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.2889 2021-06-21 17:28:02,654 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-03, eta: 8:39:51, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.3415 2021-06-21 17:28:13,864 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-03, eta: 8:39:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.8945, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.2255 2021-06-21 17:28:25,083 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-03, eta: 8:39:25, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.3373 2021-06-21 17:28:36,327 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-03, eta: 8:39:13, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9430, loss: 0.9430, grad_norm: 6.0969 2021-06-21 17:28:47,479 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-03, eta: 8:39:00, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.2449 2021-06-21 17:28:58,719 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-03, eta: 8:38:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.0352 2021-06-21 17:29:09,893 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-03, eta: 8:38:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.2808 2021-06-21 17:29:21,168 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-03, eta: 8:38:22, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.3673 2021-06-21 17:29:32,399 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-03, eta: 8:38:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.0823 2021-06-21 17:29:43,542 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-03, eta: 8:37:57, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.0044 2021-06-21 17:29:54,766 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-03, eta: 8:37:45, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.2218 2021-06-21 17:30:05,929 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-03, eta: 8:37:32, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.2509 2021-06-21 17:30:17,113 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-03, eta: 8:37:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.4300 2021-06-21 17:30:28,360 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-03, eta: 8:37:07, time: 0.563, data_time: 0.004, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.2081 2021-06-21 17:30:39,564 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-03, eta: 8:36:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.3602 2021-06-21 17:30:50,790 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-03, eta: 8:36:42, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.2404 2021-06-21 17:31:02,064 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-03, eta: 8:36:29, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.2310 2021-06-21 17:31:13,257 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-03, eta: 8:36:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.4506 2021-06-21 17:31:24,486 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-03, eta: 8:36:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.2008 2021-06-21 17:31:35,664 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-03, eta: 8:35:51, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.1025 2021-06-21 17:31:46,851 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-03, eta: 8:35:39, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9456, loss: 0.9456, grad_norm: 5.9758 2021-06-21 17:31:58,125 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-03, eta: 8:35:26, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.3680 2021-06-21 17:32:09,307 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-03, eta: 8:35:14, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.2421 2021-06-21 17:32:20,565 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-03, eta: 8:35:01, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.9161, loss: 0.9161, grad_norm: 5.9615 2021-06-21 17:32:31,768 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-03, eta: 8:34:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.3265 2021-06-21 17:32:51,520 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-06-21 17:34:45,811 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-03, eta: 8:36:49, time: 5.665, data_time: 5.106, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.2876 2021-06-21 17:34:56,839 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-03, eta: 8:36:36, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.1644 2021-06-21 17:35:09,138 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-03, eta: 8:36:25, time: 0.615, data_time: 0.003, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.9114, loss: 0.9114, grad_norm: 5.9289 2021-06-21 17:35:20,169 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-03, eta: 8:36:12, time: 0.552, data_time: 0.003, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9148, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.1367 2021-06-21 17:35:31,226 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-03, eta: 8:35:59, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9651, loss: 0.9651, grad_norm: 5.9807 2021-06-21 17:35:42,256 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-03, eta: 8:35:46, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.3238 2021-06-21 17:35:53,402 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-03, eta: 8:35:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.3404 2021-06-21 17:36:04,603 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-03, eta: 8:35:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.3064 2021-06-21 17:36:15,783 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-03, eta: 8:35:08, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.2549 2021-06-21 17:36:27,035 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-03, eta: 8:34:55, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.3229 2021-06-21 17:36:38,246 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-03, eta: 8:34:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.2401 2021-06-21 17:36:49,457 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-03, eta: 8:34:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9273, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.1895 2021-06-21 17:37:00,713 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-03, eta: 8:34:17, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.3870 2021-06-21 17:37:11,944 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-03, eta: 8:34:05, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.2043 2021-06-21 17:37:23,298 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-03, eta: 8:33:52, time: 0.567, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.8922, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.2522 2021-06-21 17:37:34,505 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-03, eta: 8:33:40, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9141, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.3262 2021-06-21 17:37:45,789 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-03, eta: 8:33:27, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9227, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.2654 2021-06-21 17:37:56,971 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-03, eta: 8:33:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.1947 2021-06-21 17:38:08,168 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-03, eta: 8:33:02, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.4258 2021-06-21 17:38:19,320 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-03, eta: 8:32:49, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.1085 2021-06-21 17:38:30,634 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-03, eta: 8:32:36, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9211, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.1333 2021-06-21 17:38:41,787 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-03, eta: 8:32:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.2436 2021-06-21 17:38:52,967 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-03, eta: 8:32:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9876, loss: 0.9876, grad_norm: 5.9799 2021-06-21 17:39:04,157 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-03, eta: 8:31:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9506, loss: 0.9506, grad_norm: 5.9930 2021-06-21 17:39:15,395 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-03, eta: 8:31:46, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.2611 2021-06-21 17:39:26,666 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-03, eta: 8:31:33, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9289, loss_cls: 0.9015, loss: 0.9015, grad_norm: 6.0457 2021-06-21 17:39:37,904 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-03, eta: 8:31:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.3803 2021-06-21 17:39:49,100 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-03, eta: 8:31:08, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9326, loss: 0.9326, grad_norm: 5.9615 2021-06-21 17:40:00,307 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-03, eta: 8:30:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.2135 2021-06-21 17:40:11,548 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-03, eta: 8:30:42, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.1678 2021-06-21 17:40:22,777 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-03, eta: 8:30:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9445, loss: 0.9445, grad_norm: 5.8809 2021-06-21 17:40:34,009 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-03, eta: 8:30:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.2742 2021-06-21 17:40:45,244 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-03, eta: 8:30:05, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9219, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.3956 2021-06-21 17:40:56,401 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-03, eta: 8:29:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9583, loss: 0.9583, grad_norm: 5.9460 2021-06-21 17:41:07,638 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-03, eta: 8:29:39, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.3040 2021-06-21 17:41:18,882 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-03, eta: 8:29:27, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.0783 2021-06-21 17:41:30,039 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-03, eta: 8:29:14, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9250, loss_cls: 0.9241, loss: 0.9241, grad_norm: 6.0663 2021-06-21 17:41:41,231 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-03, eta: 8:29:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.1665 2021-06-21 17:41:52,531 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-03, eta: 8:28:49, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.1976 2021-06-21 17:42:03,719 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-03, eta: 8:28:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9448, loss: 0.9448, grad_norm: 6.0215 2021-06-21 17:42:14,951 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-03, eta: 8:28:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.0371 2021-06-21 17:42:26,097 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-03, eta: 8:28:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.1364 2021-06-21 17:42:37,252 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-03, eta: 8:27:58, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.2941 2021-06-21 17:42:48,519 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-03, eta: 8:27:45, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.3377 2021-06-21 17:42:59,704 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-03, eta: 8:27:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9219, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.0957 2021-06-21 17:43:10,864 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-03, eta: 8:27:20, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.1086 2021-06-21 17:43:22,055 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-03, eta: 8:27:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.2380 2021-06-21 17:43:33,207 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-03, eta: 8:26:55, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.1546 2021-06-21 17:43:44,499 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-03, eta: 8:26:42, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9709, loss: 0.9709, grad_norm: 6.0860 2021-06-21 17:43:55,658 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-03, eta: 8:26:29, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.3903 2021-06-21 17:44:06,826 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-03, eta: 8:26:17, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9086, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.3139 2021-06-21 17:44:17,988 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-03, eta: 8:26:04, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.1326 2021-06-21 17:44:29,187 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-03, eta: 8:25:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.4892 2021-06-21 17:44:40,360 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-03, eta: 8:25:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.2890 2021-06-21 17:44:51,601 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-03, eta: 8:25:26, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.3405 2021-06-21 17:45:02,855 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-03, eta: 8:25:14, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.3140 2021-06-21 17:45:14,020 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-03, eta: 8:25:01, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.2441 2021-06-21 17:45:25,160 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-03, eta: 8:24:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9297, loss_cls: 0.9267, loss: 0.9267, grad_norm: 6.2232 2021-06-21 17:45:36,335 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-03, eta: 8:24:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.2104 2021-06-21 17:45:47,511 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-03, eta: 8:24:23, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.3800 2021-06-21 17:45:58,786 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-03, eta: 8:24:10, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.1937 2021-06-21 17:46:10,002 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-03, eta: 8:23:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.2558 2021-06-21 17:46:21,193 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-03, eta: 8:23:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9266, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.2115 2021-06-21 17:46:32,431 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-03, eta: 8:23:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9133, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.0482 2021-06-21 17:46:43,623 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-03, eta: 8:23:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.4065 2021-06-21 17:46:54,801 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-03, eta: 8:23:07, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.4565 2021-06-21 17:47:05,941 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-03, eta: 8:22:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.2282 2021-06-21 17:47:17,122 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-03, eta: 8:22:42, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.1958 2021-06-21 17:47:28,247 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-03, eta: 8:22:29, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.9210, loss: 0.9210, grad_norm: 6.0509 2021-06-21 17:47:39,447 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-03, eta: 8:22:17, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.4878 2021-06-21 17:47:50,674 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-03, eta: 8:22:04, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.2405 2021-06-21 17:48:01,935 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-03, eta: 8:21:52, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9133, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.3607 2021-06-21 17:48:13,202 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-03, eta: 8:21:39, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.1641 2021-06-21 17:48:24,376 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-03, eta: 8:21:27, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9540, loss: 0.9540, grad_norm: 6.2114 2021-06-21 17:48:35,545 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-03, eta: 8:21:14, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.3224 2021-06-21 17:48:46,788 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-03, eta: 8:21:01, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.2134 2021-06-21 17:48:58,038 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-03, eta: 8:20:49, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9328, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.0329 2021-06-21 17:49:09,218 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-03, eta: 8:20:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.0824 2021-06-21 17:49:20,380 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-03, eta: 8:20:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.1854 2021-06-21 17:49:31,546 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-03, eta: 8:20:11, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9665, loss: 0.9665, grad_norm: 5.9934 2021-06-21 17:49:42,732 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-03, eta: 8:19:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9320, loss_cls: 0.8916, loss: 0.8916, grad_norm: 5.9732 2021-06-21 17:49:53,911 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-03, eta: 8:19:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.2633 2021-06-21 17:50:05,056 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-03, eta: 8:19:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.3151 2021-06-21 17:50:16,298 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-03, eta: 8:19:20, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.4156 2021-06-21 17:50:27,589 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-03, eta: 8:19:08, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9227, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.3799 2021-06-21 17:50:38,778 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-03, eta: 8:18:55, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.2066 2021-06-21 17:50:49,984 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-03, eta: 8:18:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.2038 2021-06-21 17:51:01,165 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-03, eta: 8:18:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.0470 2021-06-21 17:51:12,318 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-03, eta: 8:18:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.3426 2021-06-21 17:51:23,602 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-03, eta: 8:18:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.6068 2021-06-21 17:51:34,809 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-03, eta: 8:17:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.2325 2021-06-21 17:51:46,027 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-03, eta: 8:17:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.2367 2021-06-21 17:51:57,219 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-03, eta: 8:17:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.2724 2021-06-21 17:52:08,416 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-03, eta: 8:17:15, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.0326 2021-06-21 17:52:19,566 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-03, eta: 8:17:02, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9234, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.3077 2021-06-21 17:52:30,790 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-03, eta: 8:16:50, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.4589 2021-06-21 17:52:41,971 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-03, eta: 8:16:37, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.5313 2021-06-21 17:52:53,259 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-03, eta: 8:16:25, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.8953, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.2518 2021-06-21 17:53:04,454 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-03, eta: 8:16:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.3668 2021-06-21 17:53:15,596 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-03, eta: 8:15:59, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.2016 2021-06-21 17:53:26,853 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-03, eta: 8:15:47, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.2567 2021-06-21 17:53:38,047 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-03, eta: 8:15:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.1514 2021-06-21 17:53:49,226 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-03, eta: 8:15:22, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.4636 2021-06-21 17:54:00,382 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-03, eta: 8:15:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.1689 2021-06-21 17:54:11,656 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-03, eta: 8:14:57, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.0665 2021-06-21 17:54:22,832 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-03, eta: 8:14:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.4531 2021-06-21 17:54:34,051 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-03, eta: 8:14:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9187, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.4750 2021-06-21 17:54:45,269 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-03, eta: 8:14:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.3425 2021-06-21 17:54:56,533 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-03, eta: 8:14:07, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9536, loss: 0.9536, grad_norm: 6.2657 2021-06-21 17:55:07,733 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-03, eta: 8:13:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.1179 2021-06-21 17:55:19,001 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-03, eta: 8:13:42, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.3104 2021-06-21 17:55:30,226 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-03, eta: 8:13:29, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.1473 2021-06-21 17:55:41,385 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-03, eta: 8:13:17, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9675, loss: 0.9675, grad_norm: 6.0449 2021-06-21 17:55:52,559 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-03, eta: 8:13:04, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.1495 2021-06-21 17:56:03,845 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-03, eta: 8:12:52, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.1982 2021-06-21 17:56:15,074 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-03, eta: 8:12:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.2733 2021-06-21 17:56:26,315 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-03, eta: 8:12:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.6404 2021-06-21 17:56:37,475 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-03, eta: 8:12:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.5988 2021-06-21 17:56:48,637 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-03, eta: 8:12:01, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.3973 2021-06-21 17:56:59,892 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-03, eta: 8:11:49, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.2605 2021-06-21 17:57:11,051 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-03, eta: 8:11:36, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.1811 2021-06-21 17:57:22,206 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-03, eta: 8:11:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9297, loss_cls: 0.9028, loss: 0.9028, grad_norm: 5.9102 2021-06-21 17:57:33,365 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-03, eta: 8:11:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9219, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.2491 2021-06-21 17:57:44,610 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-03, eta: 8:10:59, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.5131 2021-06-21 17:57:55,788 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-03, eta: 8:10:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.1589 2021-06-21 17:58:07,017 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-03, eta: 8:10:34, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9557, loss: 0.9557, grad_norm: 6.1497 2021-06-21 17:58:18,292 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-03, eta: 8:10:21, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.2777 2021-06-21 17:58:29,465 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-03, eta: 8:10:09, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.6398 2021-06-21 17:58:40,753 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-03, eta: 8:09:56, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.2847 2021-06-21 17:58:52,004 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-03, eta: 8:09:44, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9023, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.3083 2021-06-21 17:59:03,199 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-03, eta: 8:09:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9031, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.2324 2021-06-21 17:59:14,397 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-03, eta: 8:09:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9086, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.2164 2021-06-21 17:59:25,554 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-03, eta: 8:09:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.6984 2021-06-21 17:59:36,747 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-03, eta: 8:08:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.0849 2021-06-21 17:59:48,047 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-03, eta: 8:08:41, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.3762 2021-06-21 17:59:59,249 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-03, eta: 8:08:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.5465 2021-06-21 18:00:17,182 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-03, eta: 8:08:25, time: 0.885, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.3312 2021-06-21 18:00:28,414 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-03, eta: 8:08:13, time: 0.574, data_time: 0.017, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8928, loss: 0.8928, grad_norm: 6.0393 2021-06-21 18:00:39,586 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-03, eta: 8:08:01, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.4600 2021-06-21 18:00:50,779 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-03, eta: 8:07:48, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8965, loss: 0.8965, grad_norm: 6.0573 2021-06-21 18:01:02,022 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-03, eta: 8:07:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.0539 2021-06-21 18:01:13,252 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-03, eta: 8:07:23, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.0818 2021-06-21 18:01:24,495 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-03, eta: 8:07:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.9203, loss: 0.9203, grad_norm: 5.9857 2021-06-21 18:01:35,689 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-03, eta: 8:06:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.0004 2021-06-21 18:01:46,897 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-03, eta: 8:06:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.3858 2021-06-21 18:01:58,078 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-03, eta: 8:06:33, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.2237 2021-06-21 18:02:09,243 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-03, eta: 8:06:21, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.8984, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.3060 2021-06-21 18:02:20,406 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-03, eta: 8:06:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.2702 2021-06-21 18:02:31,617 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-03, eta: 8:05:56, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9273, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.2127 2021-06-21 18:02:42,876 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-03, eta: 8:05:43, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.1926 2021-06-21 18:02:54,058 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-03, eta: 8:05:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.1411 2021-06-21 18:03:05,251 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-03, eta: 8:05:18, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.2505 2021-06-21 18:03:16,393 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-03, eta: 8:05:06, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.1714 2021-06-21 18:03:27,571 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-03, eta: 8:04:53, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.3138 2021-06-21 18:03:38,894 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-03, eta: 8:04:41, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.1049 2021-06-21 18:03:50,114 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-03, eta: 8:04:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.1442 2021-06-21 18:04:01,295 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-03, eta: 8:04:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9653, loss: 0.9653, grad_norm: 6.2582 2021-06-21 18:04:12,496 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-03, eta: 8:04:03, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.4510 2021-06-21 18:04:23,688 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-03, eta: 8:03:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.1616 2021-06-21 18:04:34,907 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-03, eta: 8:03:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.0895 2021-06-21 18:04:46,037 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-03, eta: 8:03:26, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.3324 2021-06-21 18:04:57,247 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-03, eta: 8:03:13, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.3701 2021-06-21 18:05:08,494 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-03, eta: 8:03:01, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.4883 2021-06-21 18:05:19,761 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-03, eta: 8:02:48, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9148, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.3260 2021-06-21 18:05:30,986 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-03, eta: 8:02:36, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.3770 2021-06-21 18:05:42,207 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-03, eta: 8:02:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.4103 2021-06-21 18:05:53,347 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-03, eta: 8:02:11, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.1036 2021-06-21 18:06:04,537 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-03, eta: 8:01:59, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.1612 2021-06-21 18:06:15,721 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-03, eta: 8:01:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.5197 2021-06-21 18:06:26,916 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-03, eta: 8:01:34, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.4823 2021-06-21 18:06:38,090 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-03, eta: 8:01:21, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9668, loss: 0.9668, grad_norm: 6.0836 2021-06-21 18:06:49,266 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-03, eta: 8:01:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.3010 2021-06-21 18:07:00,454 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-03, eta: 8:00:56, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.0574 2021-06-21 18:07:11,619 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-03, eta: 8:00:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.0543 2021-06-21 18:07:22,891 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-03, eta: 8:00:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.6109 2021-06-21 18:07:34,107 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-03, eta: 8:00:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.3996 2021-06-21 18:07:45,317 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-03, eta: 8:00:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.3594 2021-06-21 18:07:56,573 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-03, eta: 7:59:54, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.0290 2021-06-21 18:08:07,727 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-03, eta: 7:59:41, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.3372 2021-06-21 18:08:18,999 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-03, eta: 7:59:29, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.1095 2021-06-21 18:08:30,175 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-03, eta: 7:59:17, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7273, top5_acc: 0.9086, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.5252 2021-06-21 18:08:41,342 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-03, eta: 7:59:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.1363 2021-06-21 18:08:52,576 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-03, eta: 7:58:52, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.2057 2021-06-21 18:09:03,738 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-03, eta: 7:58:39, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.3038 2021-06-21 18:09:14,982 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-03, eta: 7:58:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.3666 2021-06-21 18:09:26,148 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-03, eta: 7:58:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.3610 2021-06-21 18:09:37,367 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-03, eta: 7:58:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9591, loss: 0.9591, grad_norm: 6.2834 2021-06-21 18:10:03,626 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-06-21 18:12:19,136 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-03, eta: 8:00:07, time: 6.744, data_time: 6.191, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.0230 2021-06-21 18:12:30,151 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-03, eta: 7:59:54, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.5298 2021-06-21 18:12:41,107 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-03, eta: 7:59:41, time: 0.548, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.2579 2021-06-21 18:12:52,110 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-03, eta: 7:59:29, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9148, loss_cls: 0.8896, loss: 0.8896, grad_norm: 5.9562 2021-06-21 18:13:03,130 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-03, eta: 7:59:16, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9394, loss: 0.9394, grad_norm: 5.9369 2021-06-21 18:13:14,161 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-03, eta: 7:59:03, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8990, loss: 0.8990, grad_norm: 6.0572 2021-06-21 18:13:25,275 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-03, eta: 7:58:50, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.4155 2021-06-21 18:13:36,489 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-03, eta: 7:58:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.1930 2021-06-21 18:13:47,740 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-03, eta: 7:58:25, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.1663 2021-06-21 18:13:58,945 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-03, eta: 7:58:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9714, loss: 0.9714, grad_norm: 6.1806 2021-06-21 18:14:10,203 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-03, eta: 7:58:00, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9070, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.2575 2021-06-21 18:14:21,448 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-03, eta: 7:57:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.1748 2021-06-21 18:14:32,675 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-03, eta: 7:57:35, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.6632 2021-06-21 18:14:43,979 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-03, eta: 7:57:23, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8640, loss: 0.8640, grad_norm: 5.9148 2021-06-21 18:14:55,205 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-03, eta: 7:57:10, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.4144 2021-06-21 18:15:07,592 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-03, eta: 7:56:59, time: 0.613, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.4067 2021-06-21 18:15:18,802 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-03, eta: 7:56:47, time: 0.567, data_time: 0.007, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9164, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.6859 2021-06-21 18:15:30,015 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-03, eta: 7:56:34, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.1747 2021-06-21 18:15:41,215 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-03, eta: 7:56:22, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.5120 2021-06-21 18:15:52,487 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-03, eta: 7:56:09, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.3577 2021-06-21 18:16:03,770 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-03, eta: 7:55:57, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.2943 2021-06-21 18:16:14,956 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-03, eta: 7:55:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.8914, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.3649 2021-06-21 18:16:26,177 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-03, eta: 7:55:32, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.4917 2021-06-21 18:16:37,370 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-03, eta: 7:55:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.3690 2021-06-21 18:16:48,663 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-03, eta: 7:55:07, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.2368 2021-06-21 18:16:59,869 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-03, eta: 7:54:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9242, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.2222 2021-06-21 18:17:11,059 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-03, eta: 7:54:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.0618 2021-06-21 18:17:22,288 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-03, eta: 7:54:29, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.1623 2021-06-21 18:17:33,568 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-03, eta: 7:54:16, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9281, loss_cls: 0.9029, loss: 0.9029, grad_norm: 5.9831 2021-06-21 18:17:44,774 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-03, eta: 7:54:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.2039 2021-06-21 18:17:55,968 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-03, eta: 7:53:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.3520 2021-06-21 18:18:07,278 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-03, eta: 7:53:39, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.3387 2021-06-21 18:18:18,497 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-03, eta: 7:53:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.1879 2021-06-21 18:18:29,717 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-03, eta: 7:53:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.2950 2021-06-21 18:18:40,955 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-03, eta: 7:53:01, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9164, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.0879 2021-06-21 18:18:52,131 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-03, eta: 7:52:49, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.4781 2021-06-21 18:19:03,325 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-03, eta: 7:52:36, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.1517 2021-06-21 18:19:14,523 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-03, eta: 7:52:24, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.4827 2021-06-21 18:19:25,742 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-03, eta: 7:52:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.9352, loss: 0.9352, grad_norm: 5.9779 2021-06-21 18:19:36,928 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-03, eta: 7:51:59, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9234, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.2139 2021-06-21 18:19:48,134 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-03, eta: 7:51:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.1805 2021-06-21 18:19:59,372 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-03, eta: 7:51:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.0563 2021-06-21 18:20:10,585 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-03, eta: 7:51:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.4908 2021-06-21 18:20:21,762 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-03, eta: 7:51:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9148, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.2249 2021-06-21 18:20:32,977 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-03, eta: 7:50:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.2612 2021-06-21 18:20:44,290 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-03, eta: 7:50:44, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.6325 2021-06-21 18:20:55,451 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-03, eta: 7:50:31, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.3030 2021-06-21 18:21:06,648 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-03, eta: 7:50:19, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9125, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.4341 2021-06-21 18:21:17,830 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-03, eta: 7:50:06, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.0894 2021-06-21 18:21:29,031 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-03, eta: 7:49:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.2944 2021-06-21 18:21:40,237 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-03, eta: 7:49:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.3323 2021-06-21 18:21:51,448 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-03, eta: 7:49:29, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.2380 2021-06-21 18:22:02,640 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-03, eta: 7:49:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9234, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.1833 2021-06-21 18:22:13,900 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-03, eta: 7:49:04, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8750, loss: 0.8750, grad_norm: 5.9507 2021-06-21 18:22:25,136 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-03, eta: 7:48:51, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.4064 2021-06-21 18:22:36,304 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-03, eta: 7:48:39, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9187, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.3091 2021-06-21 18:22:47,485 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-03, eta: 7:48:26, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9210, loss: 0.9210, grad_norm: 6.2073 2021-06-21 18:22:58,676 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-03, eta: 7:48:14, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.0676 2021-06-21 18:23:09,864 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-03, eta: 7:48:01, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.3103 2021-06-21 18:23:21,051 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-03, eta: 7:47:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.3276 2021-06-21 18:23:32,279 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-03, eta: 7:47:36, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.3381 2021-06-21 18:23:43,551 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-03, eta: 7:47:24, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.2926 2021-06-21 18:23:54,708 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-03, eta: 7:47:11, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.6042 2021-06-21 18:24:05,938 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-03, eta: 7:46:59, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9736, loss: 0.9736, grad_norm: 6.2710 2021-06-21 18:24:17,098 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-03, eta: 7:46:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9008, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.2101 2021-06-21 18:24:28,265 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-03, eta: 7:46:34, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.0852 2021-06-21 18:24:39,506 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-03, eta: 7:46:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.5453 2021-06-21 18:24:50,713 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-03, eta: 7:46:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9211, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.3859 2021-06-21 18:25:01,889 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-03, eta: 7:45:56, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9136, loss: 0.9136, grad_norm: 5.9721 2021-06-21 18:25:13,125 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-03, eta: 7:45:44, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9266, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.1697 2021-06-21 18:25:24,297 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-03, eta: 7:45:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.4060 2021-06-21 18:25:35,531 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-03, eta: 7:45:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.3689 2021-06-21 18:25:46,733 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-03, eta: 7:45:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.2887 2021-06-21 18:25:57,876 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-03, eta: 7:44:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.6543 2021-06-21 18:26:09,094 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-03, eta: 7:44:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.2628 2021-06-21 18:26:20,321 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-03, eta: 7:44:29, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.3885 2021-06-21 18:26:31,477 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-03, eta: 7:44:16, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.1044 2021-06-21 18:26:42,761 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-03, eta: 7:44:04, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.4741 2021-06-21 18:26:53,926 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-03, eta: 7:43:51, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9565, loss: 0.9565, grad_norm: 6.3402 2021-06-21 18:27:05,146 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-03, eta: 7:43:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.2798 2021-06-21 18:27:16,332 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-03, eta: 7:43:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.2705 2021-06-21 18:27:27,543 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-03, eta: 7:43:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.3500 2021-06-21 18:27:38,727 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-03, eta: 7:43:02, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9109, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.2913 2021-06-21 18:27:49,884 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-03, eta: 7:42:49, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9305, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.4568 2021-06-21 18:28:01,034 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-03, eta: 7:42:37, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9247, loss: 0.9247, grad_norm: 6.1893 2021-06-21 18:28:12,269 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-03, eta: 7:42:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.1839 2021-06-21 18:28:23,491 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-03, eta: 7:42:12, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9715, loss: 0.9715, grad_norm: 6.3685 2021-06-21 18:28:34,782 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-03, eta: 7:41:59, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.4164 2021-06-21 18:28:46,014 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-03, eta: 7:41:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.3322 2021-06-21 18:28:57,198 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-03, eta: 7:41:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.4369 2021-06-21 18:29:08,402 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-03, eta: 7:41:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.3870 2021-06-21 18:29:19,522 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-03, eta: 7:41:09, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.4678 2021-06-21 18:29:30,726 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-03, eta: 7:40:57, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.2486 2021-06-21 18:29:41,976 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-03, eta: 7:40:45, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.3693 2021-06-21 18:29:53,208 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-03, eta: 7:40:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.2602 2021-06-21 18:30:04,481 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-03, eta: 7:40:20, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.5103 2021-06-21 18:30:15,641 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-03, eta: 7:40:07, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9055, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.2271 2021-06-21 18:30:26,844 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-03, eta: 7:39:55, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.1692 2021-06-21 18:30:38,005 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-03, eta: 7:39:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.2259 2021-06-21 18:30:49,162 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-03, eta: 7:39:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9086, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.2549 2021-06-21 18:31:00,438 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-03, eta: 7:39:17, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9654, loss: 0.9654, grad_norm: 6.3251 2021-06-21 18:31:11,633 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-03, eta: 7:39:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.5827 2021-06-21 18:31:22,850 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-03, eta: 7:38:53, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.4962 2021-06-21 18:31:34,073 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-03, eta: 7:38:40, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.4564 2021-06-21 18:31:45,259 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-03, eta: 7:38:28, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.1963 2021-06-21 18:31:56,487 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-03, eta: 7:38:15, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.4747 2021-06-21 18:32:07,726 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-03, eta: 7:38:03, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.3720 2021-06-21 18:32:18,950 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-03, eta: 7:37:50, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.4783 2021-06-21 18:32:30,191 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-03, eta: 7:37:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.3809 2021-06-21 18:32:41,380 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-03, eta: 7:37:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9180, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.4137 2021-06-21 18:32:52,581 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-03, eta: 7:37:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.2484 2021-06-21 18:33:03,906 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-03, eta: 7:37:01, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.9146, loss: 0.9146, grad_norm: 5.9589 2021-06-21 18:33:15,139 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-03, eta: 7:36:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8932, loss: 0.8932, grad_norm: 5.9719 2021-06-21 18:33:26,340 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-03, eta: 7:36:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9195, loss_cls: 0.9582, loss: 0.9582, grad_norm: 6.2072 2021-06-21 18:33:37,541 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-03, eta: 7:36:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.3820 2021-06-21 18:33:48,786 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-03, eta: 7:36:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.3471 2021-06-21 18:33:59,961 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-03, eta: 7:35:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.2014 2021-06-21 18:34:11,148 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-03, eta: 7:35:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9250, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.1716 2021-06-21 18:34:22,420 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-03, eta: 7:35:34, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9000, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.2560 2021-06-21 18:34:33,667 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-03, eta: 7:35:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.3171 2021-06-21 18:34:44,839 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-03, eta: 7:35:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.2331 2021-06-21 18:34:56,130 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-03, eta: 7:34:57, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.1360 2021-06-21 18:35:07,343 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-03, eta: 7:34:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.3584 2021-06-21 18:35:18,599 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-03, eta: 7:34:32, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.4057 2021-06-21 18:35:29,734 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-03, eta: 7:34:20, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.5383 2021-06-21 18:35:40,975 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-03, eta: 7:34:07, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9289, loss_cls: 0.9172, loss: 0.9172, grad_norm: 5.9947 2021-06-21 18:35:52,122 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-03, eta: 7:33:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.7161 2021-06-21 18:36:03,321 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-03, eta: 7:33:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.2740 2021-06-21 18:36:14,497 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-03, eta: 7:33:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.1868 2021-06-21 18:36:25,802 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-03, eta: 7:33:18, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9242, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.3369 2021-06-21 18:36:37,099 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-03, eta: 7:33:05, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.7250 2021-06-21 18:36:48,269 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-03, eta: 7:32:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9297, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.0743 2021-06-21 18:36:59,438 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-03, eta: 7:32:40, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.3217 2021-06-21 18:37:10,659 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-03, eta: 7:32:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.3551 2021-06-21 18:37:21,892 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-03, eta: 7:32:16, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9289, loss_cls: 0.9457, loss: 0.9457, grad_norm: 6.3375 2021-06-21 18:37:33,061 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-03, eta: 7:32:03, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.2493 2021-06-21 18:37:44,215 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-03, eta: 7:31:51, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9259, loss: 0.9259, grad_norm: 6.2744 2021-06-21 18:37:55,470 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-03, eta: 7:31:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9258, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.1841 2021-06-21 18:38:06,738 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-03, eta: 7:31:26, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9148, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.2029 2021-06-21 18:38:17,944 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-03, eta: 7:31:14, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.4172 2021-06-21 18:38:29,092 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-03, eta: 7:31:01, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.0777 2021-06-21 18:38:40,291 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-03, eta: 7:30:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.3888 2021-06-21 18:38:51,532 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-03, eta: 7:30:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9102, loss_cls: 0.9395, loss: 0.9395, grad_norm: 6.1467 2021-06-21 18:39:02,768 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-03, eta: 7:30:24, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9148, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.5234 2021-06-21 18:39:13,926 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-03, eta: 7:30:12, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.3052 2021-06-21 18:39:25,157 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-03, eta: 7:29:59, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.9014, loss: 0.9014, grad_norm: 6.2386 2021-06-21 18:39:36,368 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-03, eta: 7:29:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.2784 2021-06-21 18:39:47,507 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-03, eta: 7:29:35, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.3705 2021-06-21 18:39:58,753 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-03, eta: 7:29:22, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.4446 2021-06-21 18:40:09,921 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-03, eta: 7:29:10, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.2344 2021-06-21 18:40:21,162 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-03, eta: 7:28:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.1876 2021-06-21 18:40:32,354 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-03, eta: 7:28:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.4105 2021-06-21 18:40:43,546 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-03, eta: 7:28:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.3702 2021-06-21 18:40:54,799 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-03, eta: 7:28:20, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.2450 2021-06-21 18:41:05,929 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-03, eta: 7:28:08, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.6661 2021-06-21 18:41:17,097 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-03, eta: 7:27:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.3994 2021-06-21 18:41:28,347 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-03, eta: 7:27:43, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.3010 2021-06-21 18:41:39,576 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-03, eta: 7:27:31, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.4960 2021-06-21 18:41:50,740 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-03, eta: 7:27:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.3624 2021-06-21 18:42:01,898 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-03, eta: 7:27:06, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9217, loss: 0.9217, grad_norm: 6.1042 2021-06-21 18:42:13,028 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-03, eta: 7:26:53, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.1352 2021-06-21 18:42:24,260 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-03, eta: 7:26:41, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9499, loss: 0.9499, grad_norm: 6.5640 2021-06-21 18:42:35,551 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-03, eta: 7:26:29, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.8163 2021-06-21 18:42:46,796 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-03, eta: 7:26:17, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9156, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.5829 2021-06-21 18:42:57,966 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-03, eta: 7:26:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.1146 2021-06-21 18:43:09,123 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-03, eta: 7:25:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.6880 2021-06-21 18:43:20,383 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-03, eta: 7:25:39, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9464, loss: 0.9464, grad_norm: 6.2263 2021-06-21 18:43:31,574 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-03, eta: 7:25:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.4227 2021-06-21 18:43:42,787 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-03, eta: 7:25:15, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.4116 2021-06-21 18:43:53,918 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-03, eta: 7:25:02, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.3550 2021-06-21 18:44:05,123 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-03, eta: 7:24:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.4500 2021-06-21 18:44:16,320 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-03, eta: 7:24:37, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.5406 2021-06-21 18:44:27,479 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-03, eta: 7:24:25, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.3595 2021-06-21 18:44:38,701 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-03, eta: 7:24:13, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.4291 2021-06-21 18:44:49,875 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-03, eta: 7:24:00, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.4065 2021-06-21 18:45:00,998 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-03, eta: 7:23:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.2201 2021-06-21 18:45:12,165 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-03, eta: 7:23:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.2806 2021-06-21 18:45:23,351 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-03, eta: 7:23:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 1.0063, loss: 1.0063, grad_norm: 6.3873 2021-06-21 18:45:34,543 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-03, eta: 7:23:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.2488 2021-06-21 18:45:45,710 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-03, eta: 7:22:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9203, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.5544 2021-06-21 18:45:56,902 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-03, eta: 7:22:46, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.6023 2021-06-21 18:46:08,123 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-03, eta: 7:22:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.1810 2021-06-21 18:46:19,391 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-03, eta: 7:22:21, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9250, loss_cls: 0.9145, loss: 0.9145, grad_norm: 6.3440 2021-06-21 18:46:30,594 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-03, eta: 7:22:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.5023 2021-06-21 18:46:41,758 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-03, eta: 7:21:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.4053 2021-06-21 18:46:52,955 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-03, eta: 7:21:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.3924 2021-06-21 18:47:04,141 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-03, eta: 7:21:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8824, loss: 0.8824, grad_norm: 6.1745 2021-06-21 18:47:22,762 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-06-21 18:49:18,799 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-03, eta: 7:22:51, time: 5.721, data_time: 5.120, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.5119 2021-06-21 18:49:29,829 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-03, eta: 7:22:39, time: 0.551, data_time: 0.004, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.5633 2021-06-21 18:49:40,833 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-03, eta: 7:22:26, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.4653 2021-06-21 18:49:51,857 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-03, eta: 7:22:13, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.5205 2021-06-21 18:50:04,531 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-03, eta: 7:22:03, time: 0.634, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.1417 2021-06-21 18:50:15,566 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-03, eta: 7:21:50, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.2998 2021-06-21 18:50:26,689 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-03, eta: 7:21:37, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.1990 2021-06-21 18:50:37,835 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-03, eta: 7:21:25, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.2483 2021-06-21 18:50:49,025 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-03, eta: 7:21:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.4960 2021-06-21 18:51:00,274 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-03, eta: 7:21:00, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.3059 2021-06-21 18:51:11,559 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-03, eta: 7:20:48, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9357, loss: 0.9357, grad_norm: 6.3305 2021-06-21 18:51:22,721 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-03, eta: 7:20:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.0517 2021-06-21 18:51:33,930 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-03, eta: 7:20:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.3191 2021-06-21 18:51:45,150 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-03, eta: 7:20:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8968, loss: 0.8968, grad_norm: 6.1487 2021-06-21 18:51:56,402 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-03, eta: 7:19:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9133, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.6353 2021-06-21 18:52:07,598 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-03, eta: 7:19:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9297, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.3564 2021-06-21 18:52:18,887 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-03, eta: 7:19:33, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9455, loss: 0.9455, grad_norm: 6.2006 2021-06-21 18:52:30,160 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-03, eta: 7:19:21, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9227, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.3099 2021-06-21 18:52:41,332 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-03, eta: 7:19:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.7060 2021-06-21 18:52:52,537 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-03, eta: 7:18:56, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9346, loss: 0.9346, grad_norm: 6.2819 2021-06-21 18:53:03,727 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-03, eta: 7:18:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.2702 2021-06-21 18:53:14,866 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-03, eta: 7:18:31, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.2762 2021-06-21 18:53:26,082 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-03, eta: 7:18:19, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.1509 2021-06-21 18:53:37,247 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-03, eta: 7:18:06, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.3715 2021-06-21 18:53:48,516 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-03, eta: 7:17:54, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.1937 2021-06-21 18:53:59,696 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-03, eta: 7:17:42, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.4437 2021-06-21 18:54:10,876 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-03, eta: 7:17:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.2191 2021-06-21 18:54:22,022 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-03, eta: 7:17:17, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9357, loss: 0.9357, grad_norm: 5.9836 2021-06-21 18:54:33,180 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-03, eta: 7:17:04, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.3357 2021-06-21 18:54:44,373 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-03, eta: 7:16:52, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9373, loss: 0.9373, grad_norm: 6.3843 2021-06-21 18:54:55,538 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-03, eta: 7:16:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.0563 2021-06-21 18:55:06,698 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-03, eta: 7:16:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.9202, loss: 0.9202, grad_norm: 6.1758 2021-06-21 18:55:17,933 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-03, eta: 7:16:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.0615 2021-06-21 18:55:29,154 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-03, eta: 7:16:02, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.3019 2021-06-21 18:55:40,325 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-03, eta: 7:15:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.1347 2021-06-21 18:55:51,580 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-03, eta: 7:15:37, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9151, loss: 0.9151, grad_norm: 5.9942 2021-06-21 18:56:02,727 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-03, eta: 7:15:25, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.6075 2021-06-21 18:56:13,914 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-03, eta: 7:15:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.0772 2021-06-21 18:56:25,139 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-03, eta: 7:15:00, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.1812 2021-06-21 18:56:36,327 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-03, eta: 7:14:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.3495 2021-06-21 18:56:47,600 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-03, eta: 7:14:35, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.4381 2021-06-21 18:56:58,797 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-03, eta: 7:14:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.5140 2021-06-21 18:57:09,972 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-03, eta: 7:14:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.4038 2021-06-21 18:57:21,195 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-03, eta: 7:13:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9251, loss: 0.9251, grad_norm: 6.3375 2021-06-21 18:57:32,375 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-03, eta: 7:13:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.0953 2021-06-21 18:57:43,608 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-03, eta: 7:13:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.4580 2021-06-21 18:57:54,757 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-03, eta: 7:13:21, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.3138 2021-06-21 18:58:05,915 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-03, eta: 7:13:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.6442 2021-06-21 18:58:17,174 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-03, eta: 7:12:56, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.6019 2021-06-21 18:58:28,353 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-03, eta: 7:12:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.4174 2021-06-21 18:58:39,616 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-03, eta: 7:12:32, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.9067, loss: 0.9067, grad_norm: 6.3134 2021-06-21 18:58:50,766 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-03, eta: 7:12:19, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.3158 2021-06-21 18:59:01,978 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-03, eta: 7:12:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.3584 2021-06-21 18:59:13,158 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-03, eta: 7:11:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.9218, loss: 0.9218, grad_norm: 6.2199 2021-06-21 18:59:24,418 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-03, eta: 7:11:42, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9124, loss: 0.9124, grad_norm: 6.2148 2021-06-21 18:59:35,636 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-03, eta: 7:11:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.5099 2021-06-21 18:59:46,876 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-03, eta: 7:11:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 1.0141, loss: 1.0141, grad_norm: 6.4547 2021-06-21 18:59:58,050 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-03, eta: 7:11:05, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.5632 2021-06-21 19:00:09,346 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-03, eta: 7:10:53, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.3824 2021-06-21 19:00:20,503 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-03, eta: 7:10:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.5043 2021-06-21 19:00:31,761 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-03, eta: 7:10:28, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.5454 2021-06-21 19:00:42,933 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-03, eta: 7:10:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.3830 2021-06-21 19:00:54,086 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-03, eta: 7:10:03, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.5235 2021-06-21 19:01:05,247 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-03, eta: 7:09:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.3260 2021-06-21 19:01:16,487 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-03, eta: 7:09:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.4217 2021-06-21 19:01:27,699 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-03, eta: 7:09:26, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.9025, loss: 0.9025, grad_norm: 6.1403 2021-06-21 19:01:38,928 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-03, eta: 7:09:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8906, loss: 0.8906, grad_norm: 6.2051 2021-06-21 19:01:50,076 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-03, eta: 7:09:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.3352 2021-06-21 19:02:01,258 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-03, eta: 7:08:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.4631 2021-06-21 19:02:12,408 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-03, eta: 7:08:37, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7336, top5_acc: 0.9203, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.6888 2021-06-21 19:02:23,607 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-03, eta: 7:08:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8905, loss: 0.8905, grad_norm: 6.2245 2021-06-21 19:02:34,882 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-03, eta: 7:08:12, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.5202 2021-06-21 19:02:46,064 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-03, eta: 7:08:00, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.4940 2021-06-21 19:02:57,296 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-03, eta: 7:07:47, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.5125 2021-06-21 19:03:08,522 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-03, eta: 7:07:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.2582 2021-06-21 19:03:19,723 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-03, eta: 7:07:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9320, loss_cls: 0.8964, loss: 0.8964, grad_norm: 6.0669 2021-06-21 19:03:30,925 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-03, eta: 7:07:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.3996 2021-06-21 19:03:42,091 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-03, eta: 7:06:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.5579 2021-06-21 19:03:53,281 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-03, eta: 7:06:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.9394, loss: 0.9394, grad_norm: 6.3626 2021-06-21 19:04:04,405 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-03, eta: 7:06:33, time: 0.556, data_time: 0.000, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.5493 2021-06-21 19:04:15,567 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-03, eta: 7:06:21, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9273, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.4698 2021-06-21 19:04:26,771 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-03, eta: 7:06:08, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.3820 2021-06-21 19:04:37,914 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-03, eta: 7:05:56, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9290, loss: 0.9290, grad_norm: 6.4538 2021-06-21 19:04:49,114 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-03, eta: 7:05:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.4938 2021-06-21 19:05:00,351 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-03, eta: 7:05:31, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.4369 2021-06-21 19:05:11,606 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-03, eta: 7:05:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.4799 2021-06-21 19:05:22,806 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-03, eta: 7:05:07, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.4771 2021-06-21 19:05:34,029 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-03, eta: 7:04:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9086, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.3993 2021-06-21 19:05:45,198 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-03, eta: 7:04:42, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.3745 2021-06-21 19:05:56,466 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-03, eta: 7:04:30, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.4236 2021-06-21 19:06:07,615 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-03, eta: 7:04:17, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.4291 2021-06-21 19:06:18,785 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-03, eta: 7:04:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.3008 2021-06-21 19:06:29,954 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-03, eta: 7:03:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.9164, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.6776 2021-06-21 19:06:41,210 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-03, eta: 7:03:40, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.3722 2021-06-21 19:06:52,392 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-03, eta: 7:03:28, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.1680 2021-06-21 19:07:03,524 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-03, eta: 7:03:15, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.3963 2021-06-21 19:07:14,634 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-03, eta: 7:03:03, time: 0.555, data_time: 0.000, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9361, loss: 0.9361, grad_norm: 5.9889 2021-06-21 19:07:25,805 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-03, eta: 7:02:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9438, loss: 0.9438, grad_norm: 6.3006 2021-06-21 19:07:37,007 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-03, eta: 7:02:38, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7359, top5_acc: 0.9187, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.6069 2021-06-21 19:07:48,131 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-03, eta: 7:02:26, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.2818 2021-06-21 19:07:59,388 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-03, eta: 7:02:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.3312 2021-06-21 19:08:10,561 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-03, eta: 7:02:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8847, loss: 0.8847, grad_norm: 6.2187 2021-06-21 19:08:21,696 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-03, eta: 7:01:49, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.2102 2021-06-21 19:08:32,917 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-03, eta: 7:01:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0418, loss: 1.0418, grad_norm: 6.5370 2021-06-21 19:08:44,096 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-03, eta: 7:01:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.4837 2021-06-21 19:08:55,306 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-03, eta: 7:01:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9219, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.4849 2021-06-21 19:09:06,497 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-03, eta: 7:01:00, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.3942 2021-06-21 19:09:17,719 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-03, eta: 7:00:47, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.4201 2021-06-21 19:09:28,852 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-03, eta: 7:00:35, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9328, loss_cls: 0.9038, loss: 0.9038, grad_norm: 6.3436 2021-06-21 19:09:39,971 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-03, eta: 7:00:22, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9102, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.1750 2021-06-21 19:09:51,164 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-03, eta: 7:00:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.5254 2021-06-21 19:10:02,413 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-03, eta: 6:59:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9078, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.4201 2021-06-21 19:10:13,619 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-03, eta: 6:59:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.9680 2021-06-21 19:10:24,747 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-03, eta: 6:59:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.1307 2021-06-21 19:10:35,928 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-03, eta: 6:59:21, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.5096 2021-06-21 19:10:47,104 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-03, eta: 6:59:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.4343 2021-06-21 19:10:58,318 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-03, eta: 6:58:56, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.0444 2021-06-21 19:11:09,483 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-03, eta: 6:58:44, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9438, loss: 0.9438, grad_norm: 6.4877 2021-06-21 19:11:20,614 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-03, eta: 6:58:32, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.8512 2021-06-21 19:11:31,776 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-03, eta: 6:58:19, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.9044, loss: 0.9044, grad_norm: 6.1911 2021-06-21 19:11:42,977 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-03, eta: 6:58:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.5985 2021-06-21 19:11:54,132 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-03, eta: 6:57:55, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.4495 2021-06-21 19:12:05,306 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-03, eta: 6:57:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8874, loss: 0.8874, grad_norm: 6.2187 2021-06-21 19:12:16,479 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-03, eta: 6:57:30, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.5345 2021-06-21 19:12:27,661 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-03, eta: 6:57:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9227, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.5035 2021-06-21 19:12:38,775 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-03, eta: 6:57:05, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9117, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.3440 2021-06-21 19:12:49,987 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-03, eta: 6:56:53, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9321, loss: 0.9321, grad_norm: 6.3584 2021-06-21 19:13:01,178 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-03, eta: 6:56:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.7541 2021-06-21 19:13:12,304 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-03, eta: 6:56:28, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.5338 2021-06-21 19:13:23,532 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-03, eta: 6:56:16, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9305, loss_cls: 0.9021, loss: 0.9021, grad_norm: 6.3182 2021-06-21 19:13:34,698 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-03, eta: 6:56:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.6203 2021-06-21 19:13:45,952 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-03, eta: 6:55:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9148, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.2863 2021-06-21 19:13:57,089 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-03, eta: 6:55:39, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9271, loss: 0.9271, grad_norm: 6.3317 2021-06-21 19:14:08,235 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-03, eta: 6:55:27, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.3986 2021-06-21 19:14:19,496 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-03, eta: 6:55:14, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.3351 2021-06-21 19:14:30,677 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-03, eta: 6:55:02, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.5023 2021-06-21 19:14:41,840 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-03, eta: 6:54:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.3856 2021-06-21 19:14:52,975 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-03, eta: 6:54:37, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.3005 2021-06-21 19:15:04,198 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-03, eta: 6:54:25, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5039 2021-06-21 19:15:15,439 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-03, eta: 6:54:13, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.8038 2021-06-21 19:15:26,578 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-03, eta: 6:54:01, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.8906, loss: 0.8906, grad_norm: 6.1415 2021-06-21 19:15:37,712 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-03, eta: 6:53:48, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.9140, loss: 0.9140, grad_norm: 6.1295 2021-06-21 19:15:48,880 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-03, eta: 6:53:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9297, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.6328 2021-06-21 19:16:00,063 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-03, eta: 6:53:24, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.5200 2021-06-21 19:16:11,311 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-03, eta: 6:53:11, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.4009 2021-06-21 19:16:22,472 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-03, eta: 6:52:59, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9048, loss: 0.9048, grad_norm: 6.3152 2021-06-21 19:16:33,599 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-03, eta: 6:52:47, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.1086 2021-06-21 19:16:44,752 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-03, eta: 6:52:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.7116 2021-06-21 19:16:55,888 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-03, eta: 6:52:22, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.3937 2021-06-21 19:17:07,085 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-03, eta: 6:52:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.2863 2021-06-21 19:17:18,274 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-03, eta: 6:51:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9187, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.4628 2021-06-21 19:17:29,409 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-03, eta: 6:51:45, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.6756 2021-06-21 19:17:40,611 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-03, eta: 6:51:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.4019 2021-06-21 19:17:51,784 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-03, eta: 6:51:21, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.4058 2021-06-21 19:18:03,046 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-03, eta: 6:51:08, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.5300 2021-06-21 19:18:14,251 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-03, eta: 6:50:56, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.6399 2021-06-21 19:18:25,387 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-03, eta: 6:50:44, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.5537 2021-06-21 19:18:36,548 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-03, eta: 6:50:31, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.5209 2021-06-21 19:18:47,739 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-03, eta: 6:50:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.5698 2021-06-21 19:18:58,964 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-03, eta: 6:50:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.3467 2021-06-21 19:19:10,201 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-03, eta: 6:49:55, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.4299 2021-06-21 19:19:21,345 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-03, eta: 6:49:42, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.4427 2021-06-21 19:19:32,522 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-03, eta: 6:49:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.6579 2021-06-21 19:19:43,683 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-03, eta: 6:49:18, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.4709 2021-06-21 19:19:54,863 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-03, eta: 6:49:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.5988 2021-06-21 19:20:06,087 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-03, eta: 6:48:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.4374 2021-06-21 19:20:17,302 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-03, eta: 6:48:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9148, loss_cls: 0.9347, loss: 0.9347, grad_norm: 6.1694 2021-06-21 19:20:28,505 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-03, eta: 6:48:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.5329 2021-06-21 19:20:39,714 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-03, eta: 6:48:16, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9211, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.2341 2021-06-21 19:20:50,909 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-03, eta: 6:48:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.8066 2021-06-21 19:21:02,053 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-03, eta: 6:47:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.4974 2021-06-21 19:21:13,280 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-03, eta: 6:47:40, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.5415 2021-06-21 19:21:24,441 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-03, eta: 6:47:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.0916 2021-06-21 19:21:35,669 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-03, eta: 6:47:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.3890 2021-06-21 19:21:46,876 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-03, eta: 6:47:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9180, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.5958 2021-06-21 19:21:58,048 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-03, eta: 6:46:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.4270 2021-06-21 19:22:09,248 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-03, eta: 6:46:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.2891 2021-06-21 19:22:20,454 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-03, eta: 6:46:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.4905 2021-06-21 19:22:31,683 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-03, eta: 6:46:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7289, top5_acc: 0.9102, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.5156 2021-06-21 19:22:42,867 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-03, eta: 6:46:02, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9086, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.3216 2021-06-21 19:22:54,081 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-03, eta: 6:45:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.6182 2021-06-21 19:23:05,250 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-03, eta: 6:45:37, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.6330 2021-06-21 19:23:16,487 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-03, eta: 6:45:25, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.3277 2021-06-21 19:23:27,717 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-03, eta: 6:45:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.3533 2021-06-21 19:23:38,997 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-03, eta: 6:45:01, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9480, loss: 0.9480, grad_norm: 6.1725 2021-06-21 19:23:50,164 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-03, eta: 6:44:48, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9540, loss: 0.9540, grad_norm: 6.4330 2021-06-21 19:24:01,376 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-03, eta: 6:44:36, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.3744 2021-06-21 19:24:20,106 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-06-21 19:26:17,127 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-03, eta: 6:45:41, time: 5.809, data_time: 5.182, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.4595 2021-06-21 19:26:28,087 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-03, eta: 6:45:28, time: 0.548, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.5987 2021-06-21 19:26:39,109 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-03, eta: 6:45:16, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8869, loss: 0.8869, grad_norm: 6.1491 2021-06-21 19:26:50,080 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-03, eta: 6:45:03, time: 0.549, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.3051 2021-06-21 19:27:01,097 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-03, eta: 6:44:51, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.3090 2021-06-21 19:27:12,165 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-03, eta: 6:44:38, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.2723 2021-06-21 19:27:23,235 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-03, eta: 6:44:26, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.3641 2021-06-21 19:27:34,367 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-03, eta: 6:44:14, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.5470 2021-06-21 19:27:45,572 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-03, eta: 6:44:01, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.3019 2021-06-21 19:27:56,776 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-03, eta: 6:43:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.2048 2021-06-21 19:28:07,983 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-03, eta: 6:43:37, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.2615 2021-06-21 19:28:19,189 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-03, eta: 6:43:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9375, loss_cls: 0.8429, loss: 0.8429, grad_norm: 6.0994 2021-06-21 19:28:30,390 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-03, eta: 6:43:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.2899 2021-06-21 19:28:41,607 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-03, eta: 6:43:00, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8734, loss: 0.8734, grad_norm: 6.2040 2021-06-21 19:28:52,855 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-03, eta: 6:42:47, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9297, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.4429 2021-06-21 19:29:04,064 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-03, eta: 6:42:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.2156 2021-06-21 19:29:15,299 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-03, eta: 6:42:23, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.3098 2021-06-21 19:29:26,538 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-03, eta: 6:42:11, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.9009, loss: 0.9009, grad_norm: 6.4602 2021-06-21 19:29:37,772 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-03, eta: 6:41:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.5308 2021-06-21 19:29:48,943 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-03, eta: 6:41:46, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.5339 2021-06-21 19:30:00,212 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-03, eta: 6:41:34, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.3656 2021-06-21 19:30:13,544 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-03, eta: 6:41:23, time: 0.659, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9133, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.5870 2021-06-21 19:30:24,866 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-03, eta: 6:41:11, time: 0.574, data_time: 0.009, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.4037 2021-06-21 19:30:36,046 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-03, eta: 6:40:59, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9642, loss: 0.9642, grad_norm: 6.3551 2021-06-21 19:30:47,266 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-03, eta: 6:40:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.6261 2021-06-21 19:30:58,474 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-03, eta: 6:40:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.4941 2021-06-21 19:31:09,687 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-03, eta: 6:40:22, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9367, loss_cls: 0.8595, loss: 0.8595, grad_norm: 6.2159 2021-06-21 19:31:20,938 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-03, eta: 6:40:10, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9164, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.4894 2021-06-21 19:31:32,108 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-03, eta: 6:39:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9258, loss_cls: 0.8540, loss: 0.8540, grad_norm: 6.1113 2021-06-21 19:31:43,324 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-03, eta: 6:39:45, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.6117 2021-06-21 19:31:54,561 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-03, eta: 6:39:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.6250 2021-06-21 19:32:05,794 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-03, eta: 6:39:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9086, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.2661 2021-06-21 19:32:16,989 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-03, eta: 6:39:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9242, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.6621 2021-06-21 19:32:28,210 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-03, eta: 6:38:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9185, loss: 0.9185, grad_norm: 6.5509 2021-06-21 19:32:39,377 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-03, eta: 6:38:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9233, loss: 0.9233, grad_norm: 6.3982 2021-06-21 19:32:50,539 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-03, eta: 6:38:31, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9187, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.2833 2021-06-21 19:33:01,787 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-03, eta: 6:38:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.4571 2021-06-21 19:33:12,985 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-03, eta: 6:38:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.2819 2021-06-21 19:33:24,191 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-03, eta: 6:37:55, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.5851 2021-06-21 19:33:35,336 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-03, eta: 6:37:42, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.4498 2021-06-21 19:33:46,497 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-03, eta: 6:37:30, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.6736 2021-06-21 19:33:57,731 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-03, eta: 6:37:18, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.3105 2021-06-21 19:34:08,949 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-03, eta: 6:37:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.4016 2021-06-21 19:34:20,199 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-03, eta: 6:36:53, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.4724 2021-06-21 19:34:31,399 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-03, eta: 6:36:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.5292 2021-06-21 19:34:42,622 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-03, eta: 6:36:29, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.3704 2021-06-21 19:34:53,874 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-03, eta: 6:36:16, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.5929 2021-06-21 19:35:05,052 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-03, eta: 6:36:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9532, loss: 0.9532, grad_norm: 6.3064 2021-06-21 19:35:16,283 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-03, eta: 6:35:52, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.4011 2021-06-21 19:35:27,507 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-03, eta: 6:35:40, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.3804 2021-06-21 19:35:38,728 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-03, eta: 6:35:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.4343 2021-06-21 19:35:49,881 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-03, eta: 6:35:15, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.3640 2021-06-21 19:36:01,118 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-03, eta: 6:35:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.2633 2021-06-21 19:36:12,329 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-03, eta: 6:34:51, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.4340 2021-06-21 19:36:23,532 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-03, eta: 6:34:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.5421 2021-06-21 19:36:34,766 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-03, eta: 6:34:26, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9681, loss: 0.9681, grad_norm: 6.3862 2021-06-21 19:36:45,975 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-03, eta: 6:34:14, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.5086 2021-06-21 19:36:57,120 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-03, eta: 6:34:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.2919 2021-06-21 19:37:08,381 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-03, eta: 6:33:49, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.2550 2021-06-21 19:37:19,610 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-03, eta: 6:33:37, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.4286 2021-06-21 19:37:30,847 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-03, eta: 6:33:25, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9320, loss_cls: 0.8535, loss: 0.8535, grad_norm: 6.2980 2021-06-21 19:37:42,076 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-03, eta: 6:33:12, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9164, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.6160 2021-06-21 19:37:53,254 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-03, eta: 6:33:00, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.3339 2021-06-21 19:38:04,387 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-03, eta: 6:32:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9273, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.3481 2021-06-21 19:38:15,566 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-03, eta: 6:32:36, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9078, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.3799 2021-06-21 19:38:26,840 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-03, eta: 6:32:23, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9501, loss: 0.9501, grad_norm: 6.3906 2021-06-21 19:38:38,036 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-03, eta: 6:32:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.3429 2021-06-21 19:38:49,196 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-03, eta: 6:31:59, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9062, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.4489 2021-06-21 19:39:00,412 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-03, eta: 6:31:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.2684 2021-06-21 19:39:11,685 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-03, eta: 6:31:34, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9006, loss: 0.9006, grad_norm: 6.4274 2021-06-21 19:39:22,932 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-03, eta: 6:31:22, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.6219 2021-06-21 19:39:34,119 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-03, eta: 6:31:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.3925 2021-06-21 19:39:45,296 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-03, eta: 6:30:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.6673 2021-06-21 19:39:56,450 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-03, eta: 6:30:45, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.8969, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.4322 2021-06-21 19:40:07,725 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-03, eta: 6:30:33, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.4070 2021-06-21 19:40:18,959 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-03, eta: 6:30:21, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.4857 2021-06-21 19:40:30,171 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-03, eta: 6:30:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.4305 2021-06-21 19:40:41,420 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-03, eta: 6:29:56, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9102, loss: 0.9102, grad_norm: 6.2186 2021-06-21 19:40:52,611 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-03, eta: 6:29:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.4252 2021-06-21 19:41:03,810 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-03, eta: 6:29:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.5429 2021-06-21 19:41:14,963 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-03, eta: 6:29:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9313, loss_cls: 0.8775, loss: 0.8775, grad_norm: 6.3227 2021-06-21 19:41:26,118 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-03, eta: 6:29:07, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.1360 2021-06-21 19:41:37,285 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-03, eta: 6:28:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.3175 2021-06-21 19:41:48,510 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-03, eta: 6:28:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.5585 2021-06-21 19:41:59,661 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-03, eta: 6:28:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.4671 2021-06-21 19:42:10,931 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-03, eta: 6:28:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.7007 2021-06-21 19:42:22,121 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-03, eta: 6:28:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.7460 2021-06-21 19:42:33,303 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-03, eta: 6:27:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.2322 2021-06-21 19:42:44,432 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-03, eta: 6:27:42, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9156, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.2552 2021-06-21 19:42:55,638 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-03, eta: 6:27:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9266, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.4912 2021-06-21 19:43:06,769 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-03, eta: 6:27:17, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.4427 2021-06-21 19:43:17,966 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-03, eta: 6:27:05, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.5769 2021-06-21 19:43:29,094 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-03, eta: 6:26:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.2924 2021-06-21 19:43:40,333 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-03, eta: 6:26:40, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.7165 2021-06-21 19:43:51,565 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-03, eta: 6:26:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.4901 2021-06-21 19:44:02,818 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-03, eta: 6:26:16, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9234, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.5893 2021-06-21 19:44:13,983 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-03, eta: 6:26:04, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.5030 2021-06-21 19:44:25,143 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-03, eta: 6:25:51, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.4141 2021-06-21 19:44:36,327 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-03, eta: 6:25:39, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9117, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.2031 2021-06-21 19:44:47,547 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-03, eta: 6:25:27, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9164, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.4326 2021-06-21 19:44:58,759 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-03, eta: 6:25:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.4752 2021-06-21 19:45:09,954 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-03, eta: 6:25:02, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.5865 2021-06-21 19:45:21,094 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-03, eta: 6:24:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9148, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.6584 2021-06-21 19:45:32,258 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-03, eta: 6:24:38, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.9057, loss: 0.9057, grad_norm: 6.4239 2021-06-21 19:45:43,424 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-03, eta: 6:24:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.4022 2021-06-21 19:45:54,635 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-03, eta: 6:24:13, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.5530 2021-06-21 19:46:05,798 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-03, eta: 6:24:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.4794 2021-06-21 19:46:16,989 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-03, eta: 6:23:49, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.4047 2021-06-21 19:46:28,206 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-03, eta: 6:23:37, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.3609 2021-06-21 19:46:39,378 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-03, eta: 6:23:25, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.7272 2021-06-21 19:46:50,586 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-03, eta: 6:23:12, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.4267 2021-06-21 19:47:01,786 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-03, eta: 6:23:00, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.6971 2021-06-21 19:47:12,959 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-03, eta: 6:22:48, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9234, loss_cls: 0.9125, loss: 0.9125, grad_norm: 6.3800 2021-06-21 19:47:24,162 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-03, eta: 6:22:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.4448 2021-06-21 19:47:35,358 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-03, eta: 6:22:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.3442 2021-06-21 19:47:46,459 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-03, eta: 6:22:11, time: 0.555, data_time: 0.000, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.4815 2021-06-21 19:47:57,645 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-03, eta: 6:21:59, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.6283 2021-06-21 19:48:08,842 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-03, eta: 6:21:47, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.5577 2021-06-21 19:48:20,048 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-03, eta: 6:21:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.3390 2021-06-21 19:48:31,226 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-03, eta: 6:21:22, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.4734 2021-06-21 19:48:42,419 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-03, eta: 6:21:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9763, loss: 0.9763, grad_norm: 6.5380 2021-06-21 19:48:53,626 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-03, eta: 6:20:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9180, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.3915 2021-06-21 19:49:04,887 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-03, eta: 6:20:46, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.6422 2021-06-21 19:49:16,080 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-03, eta: 6:20:33, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9284, loss: 0.9284, grad_norm: 6.4131 2021-06-21 19:49:27,241 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-03, eta: 6:20:21, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.7328 2021-06-21 19:49:38,397 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-03, eta: 6:20:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.8343 2021-06-21 19:49:49,640 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-03, eta: 6:19:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.1344 2021-06-21 19:50:00,870 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-03, eta: 6:19:45, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.4274 2021-06-21 19:50:12,125 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-03, eta: 6:19:32, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.9009, loss: 0.9009, grad_norm: 6.5306 2021-06-21 19:50:23,315 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-03, eta: 6:19:20, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.3598 2021-06-21 19:50:34,522 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-03, eta: 6:19:08, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9122, loss: 0.9122, grad_norm: 6.4675 2021-06-21 19:50:45,710 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-03, eta: 6:18:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9070, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.5064 2021-06-21 19:50:56,875 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-03, eta: 6:18:44, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.4621 2021-06-21 19:51:08,111 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-03, eta: 6:18:31, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.5387 2021-06-21 19:51:19,306 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-03, eta: 6:18:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.6090 2021-06-21 19:51:30,491 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-03, eta: 6:18:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.6341 2021-06-21 19:51:41,681 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-03, eta: 6:17:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.5160 2021-06-21 19:51:52,881 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-03, eta: 6:17:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.6427 2021-06-21 19:52:04,030 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-03, eta: 6:17:30, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.7086 2021-06-21 19:52:15,173 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-03, eta: 6:17:18, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.4987 2021-06-21 19:52:26,414 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-03, eta: 6:17:06, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.6652 2021-06-21 19:52:37,600 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-03, eta: 6:16:54, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9266, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.7706 2021-06-21 19:52:48,837 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-03, eta: 6:16:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9713, loss: 0.9713, grad_norm: 6.5551 2021-06-21 19:53:00,033 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-03, eta: 6:16:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9242, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.5686 2021-06-21 19:53:11,205 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-03, eta: 6:16:17, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9273, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.3502 2021-06-21 19:53:22,373 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-03, eta: 6:16:05, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9148, loss_cls: 0.9131, loss: 0.9131, grad_norm: 6.3465 2021-06-21 19:53:33,524 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-03, eta: 6:15:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.3710 2021-06-21 19:53:44,739 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-03, eta: 6:15:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9273, loss_cls: 0.9164, loss: 0.9164, grad_norm: 6.2571 2021-06-21 19:53:55,873 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-03, eta: 6:15:28, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7281, top5_acc: 0.9109, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.5473 2021-06-21 19:54:07,052 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-03, eta: 6:15:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.3702 2021-06-21 19:54:18,233 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-03, eta: 6:15:04, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0998, loss: 1.0998, grad_norm: 6.9713 2021-06-21 19:54:29,385 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-03, eta: 6:14:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.3845 2021-06-21 19:54:40,621 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-03, eta: 6:14:40, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.4007 2021-06-21 19:54:51,811 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-03, eta: 6:14:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.5377 2021-06-21 19:55:02,972 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-03, eta: 6:14:15, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5892 2021-06-21 19:55:14,178 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-03, eta: 6:14:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9148, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.6592 2021-06-21 19:55:25,473 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-03, eta: 6:13:51, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.3171 2021-06-21 19:55:36,702 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-03, eta: 6:13:39, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.4161 2021-06-21 19:55:47,922 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-03, eta: 6:13:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.3324 2021-06-21 19:55:59,070 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-03, eta: 6:13:14, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.5379 2021-06-21 19:56:10,194 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-03, eta: 6:13:02, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.4305 2021-06-21 19:56:21,382 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-03, eta: 6:12:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.3270 2021-06-21 19:56:32,602 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-03, eta: 6:12:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.7096 2021-06-21 19:56:43,737 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-03, eta: 6:12:25, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.7362 2021-06-21 19:56:54,900 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-03, eta: 6:12:13, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.2765 2021-06-21 19:57:06,112 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-03, eta: 6:12:01, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.5782 2021-06-21 19:57:17,340 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-03, eta: 6:11:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9455, loss: 0.9455, grad_norm: 6.4210 2021-06-21 19:57:28,549 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-03, eta: 6:11:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.6437 2021-06-21 19:57:39,722 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-03, eta: 6:11:25, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.5949 2021-06-21 19:57:50,911 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-03, eta: 6:11:12, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.5843 2021-06-21 19:58:02,072 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-03, eta: 6:11:00, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9086, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.3723 2021-06-21 19:58:13,305 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-03, eta: 6:10:48, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.3726 2021-06-21 19:58:24,490 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-03, eta: 6:10:36, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.3166 2021-06-21 19:58:35,692 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-03, eta: 6:10:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.4473 2021-06-21 19:58:46,892 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-03, eta: 6:10:12, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.7777 2021-06-21 19:58:58,036 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-03, eta: 6:09:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.4748 2021-06-21 19:59:09,278 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-03, eta: 6:09:47, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9266, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.5862 2021-06-21 19:59:20,497 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-03, eta: 6:09:35, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.6952 2021-06-21 19:59:31,655 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-03, eta: 6:09:23, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.2203 2021-06-21 19:59:42,899 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-03, eta: 6:09:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5372 2021-06-21 19:59:54,016 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-03, eta: 6:08:58, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9346, loss: 0.9346, grad_norm: 6.1613 2021-06-21 20:00:05,176 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-03, eta: 6:08:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.6513 2021-06-21 20:00:16,311 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-03, eta: 6:08:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9266, loss_cls: 0.9177, loss: 0.9177, grad_norm: 6.2248 2021-06-21 20:00:27,559 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-03, eta: 6:08:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9219, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.3875 2021-06-21 20:00:38,754 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-03, eta: 6:08:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.4989 2021-06-21 20:00:49,896 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-03, eta: 6:07:58, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.6941 2021-06-21 20:01:01,150 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-03, eta: 6:07:45, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.6672 2021-06-21 20:03:47,728 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 20:03:48,430 - mmaction - INFO - top1_acc 0.6841 top5_acc 0.8875 2021-06-21 20:03:48,430 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 20:03:48,490 - mmaction - INFO - mean_acc 0.6840 2021-06-21 20:03:48,842 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2021-06-21 20:03:48,842 - mmaction - INFO - Best top1_acc is 0.6841 at 40 epoch. 2021-06-21 20:03:48,850 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-06-21 20:03:49,144 - mmaction - INFO - Epoch(val) [40][207] top1_acc: 0.6841, top5_acc: 0.8875, mean_class_accuracy: 0.6840 2021-06-21 20:04:57,724 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-04, eta: 6:08:00, time: 3.427, data_time: 2.861, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.5879 2021-06-21 20:05:09,004 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-04, eta: 6:07:48, time: 0.564, data_time: 0.003, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.9202, loss: 0.9202, grad_norm: 6.1769 2021-06-21 20:05:20,001 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-04, eta: 6:07:35, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.8978, loss: 0.8978, grad_norm: 6.0830 2021-06-21 20:05:31,025 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-04, eta: 6:07:23, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.1811 2021-06-21 20:05:42,029 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-04, eta: 6:07:11, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.6962 2021-06-21 20:05:53,088 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-04, eta: 6:06:58, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.2291 2021-06-21 20:06:04,186 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-04, eta: 6:06:46, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.4217 2021-06-21 20:06:15,341 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-04, eta: 6:06:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9305, loss_cls: 0.8804, loss: 0.8804, grad_norm: 6.2425 2021-06-21 20:06:26,482 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-04, eta: 6:06:22, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.1999 2021-06-21 20:06:37,696 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-04, eta: 6:06:09, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9050, loss: 0.9050, grad_norm: 6.1509 2021-06-21 20:06:48,983 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-04, eta: 6:05:57, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.4113 2021-06-21 20:07:00,235 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-04, eta: 6:05:45, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.4235 2021-06-21 20:07:11,383 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-04, eta: 6:05:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9234, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.3047 2021-06-21 20:07:22,647 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-04, eta: 6:05:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.3588 2021-06-21 20:07:33,855 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-04, eta: 6:05:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9102, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.2873 2021-06-21 20:07:45,034 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-04, eta: 6:04:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.2516 2021-06-21 20:07:56,204 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-04, eta: 6:04:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.9035, loss: 0.9035, grad_norm: 6.1361 2021-06-21 20:08:07,412 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-04, eta: 6:04:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8970, loss: 0.8970, grad_norm: 6.0604 2021-06-21 20:08:18,629 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-04, eta: 6:04:20, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8711, loss: 0.8711, grad_norm: 6.0969 2021-06-21 20:08:29,799 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-04, eta: 6:04:08, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9195, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.4685 2021-06-21 20:08:40,993 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-04, eta: 6:03:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.3565 2021-06-21 20:08:52,158 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-04, eta: 6:03:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9365, loss: 0.9365, grad_norm: 6.4737 2021-06-21 20:09:03,326 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-04, eta: 6:03:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.9125, loss: 0.9125, grad_norm: 6.4427 2021-06-21 20:09:14,665 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-04, eta: 6:03:19, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8965, loss: 0.8965, grad_norm: 6.2115 2021-06-21 20:09:25,791 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-04, eta: 6:03:07, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.8854, loss: 0.8854, grad_norm: 6.2063 2021-06-21 20:09:36,943 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-04, eta: 6:02:55, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.3242 2021-06-21 20:09:48,164 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-04, eta: 6:02:42, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.3144 2021-06-21 20:09:59,389 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-04, eta: 6:02:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.5157 2021-06-21 20:10:10,562 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-04, eta: 6:02:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.1752 2021-06-21 20:10:21,711 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-04, eta: 6:02:06, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.5728 2021-06-21 20:10:32,927 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-04, eta: 6:01:54, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.4045 2021-06-21 20:10:44,133 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-04, eta: 6:01:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9219, loss_cls: 0.8872, loss: 0.8872, grad_norm: 6.0526 2021-06-21 20:10:55,329 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-04, eta: 6:01:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9125, loss_cls: 0.8824, loss: 0.8824, grad_norm: 6.1925 2021-06-21 20:11:06,531 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-04, eta: 6:01:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.9009, loss: 0.9009, grad_norm: 6.1158 2021-06-21 20:11:17,748 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-04, eta: 6:01:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.2379 2021-06-21 20:11:28,935 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-04, eta: 6:00:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.3726 2021-06-21 20:11:40,140 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-04, eta: 6:00:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.5017 2021-06-21 20:11:51,318 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-04, eta: 6:00:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.5308 2021-06-21 20:12:02,446 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-04, eta: 6:00:16, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.0872 2021-06-21 20:12:13,595 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-04, eta: 6:00:04, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9133, loss_cls: 0.9179, loss: 0.9179, grad_norm: 6.1567 2021-06-21 20:12:24,753 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-04, eta: 5:59:52, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9031, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.4154 2021-06-21 20:12:35,915 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-04, eta: 5:59:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8649, loss: 0.8649, grad_norm: 6.3665 2021-06-21 20:12:47,163 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-04, eta: 5:59:28, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.3268 2021-06-21 20:12:58,393 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-04, eta: 5:59:16, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9305, loss_cls: 0.8368, loss: 0.8368, grad_norm: 6.2960 2021-06-21 20:13:09,596 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-04, eta: 5:59:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8542, loss: 0.8542, grad_norm: 6.1456 2021-06-21 20:13:20,796 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-04, eta: 5:58:51, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9217, loss: 0.9217, grad_norm: 6.3582 2021-06-21 20:13:31,961 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-04, eta: 5:58:39, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.4825 2021-06-21 20:13:43,137 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-04, eta: 5:58:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.4374 2021-06-21 20:13:54,345 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-04, eta: 5:58:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.3063 2021-06-21 20:14:05,588 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-04, eta: 5:58:03, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.3195 2021-06-21 20:14:16,779 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-04, eta: 5:57:50, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8297, loss: 0.8297, grad_norm: 6.1585 2021-06-21 20:14:27,979 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-04, eta: 5:57:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8756, loss: 0.8756, grad_norm: 6.1574 2021-06-21 20:14:39,129 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-04, eta: 5:57:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.2112 2021-06-21 20:14:50,330 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-04, eta: 5:57:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.5039 2021-06-21 20:15:01,522 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-04, eta: 5:57:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.3588 2021-06-21 20:15:12,803 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-04, eta: 5:56:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.4550 2021-06-21 20:15:23,996 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-04, eta: 5:56:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9078, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.5766 2021-06-21 20:15:35,124 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-04, eta: 5:56:25, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.8651, loss: 0.8651, grad_norm: 6.1889 2021-06-21 20:15:46,327 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-04, eta: 5:56:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9258, loss_cls: 0.8865, loss: 0.8865, grad_norm: 6.1801 2021-06-21 20:15:57,506 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-04, eta: 5:56:01, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8668, loss: 0.8668, grad_norm: 6.0657 2021-06-21 20:16:08,756 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-04, eta: 5:55:49, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9133, loss: 0.9133, grad_norm: 6.3686 2021-06-21 20:16:19,941 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-04, eta: 5:55:37, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9172, loss_cls: 0.9219, loss: 0.9219, grad_norm: 6.2673 2021-06-21 20:16:31,163 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-04, eta: 5:55:25, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9109, loss_cls: 0.8957, loss: 0.8957, grad_norm: 6.4309 2021-06-21 20:16:42,342 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-04, eta: 5:55:13, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.3947 2021-06-21 20:16:53,618 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-04, eta: 5:55:00, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.6401 2021-06-21 20:17:04,810 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-04, eta: 5:54:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9281, loss_cls: 0.8652, loss: 0.8652, grad_norm: 6.1660 2021-06-21 20:17:16,084 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-04, eta: 5:54:36, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.4295 2021-06-21 20:17:27,229 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-04, eta: 5:54:24, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.3484 2021-06-21 20:17:38,446 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-04, eta: 5:54:12, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.4717 2021-06-21 20:17:49,599 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-04, eta: 5:54:00, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.8872, loss: 0.8872, grad_norm: 6.2582 2021-06-21 20:18:00,875 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-04, eta: 5:53:48, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9172, loss_cls: 0.9113, loss: 0.9113, grad_norm: 6.3850 2021-06-21 20:18:12,094 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-04, eta: 5:53:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9306, loss: 0.9306, grad_norm: 6.3626 2021-06-21 20:18:23,320 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-04, eta: 5:53:23, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.3739 2021-06-21 20:18:34,580 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-04, eta: 5:53:11, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.9003, loss: 0.9003, grad_norm: 6.1432 2021-06-21 20:18:45,809 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-04, eta: 5:52:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8165, loss: 0.8165, grad_norm: 6.1733 2021-06-21 20:18:57,024 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-04, eta: 5:52:47, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.3294 2021-06-21 20:19:08,117 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-04, eta: 5:52:35, time: 0.555, data_time: 0.000, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9336, loss_cls: 0.9023, loss: 0.9023, grad_norm: 6.5339 2021-06-21 20:19:19,389 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-04, eta: 5:52:23, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.4041 2021-06-21 20:19:30,589 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-04, eta: 5:52:11, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.3677 2021-06-21 20:19:41,801 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-04, eta: 5:51:59, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.3611 2021-06-21 20:19:53,039 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-04, eta: 5:51:46, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8685, loss: 0.8685, grad_norm: 6.1358 2021-06-21 20:20:04,234 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-04, eta: 5:51:34, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.8863, loss: 0.8863, grad_norm: 6.2666 2021-06-21 20:20:15,437 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-04, eta: 5:51:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.3742 2021-06-21 20:20:26,726 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-04, eta: 5:51:10, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.2570 2021-06-21 20:20:37,884 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-04, eta: 5:50:58, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9243, loss: 0.9243, grad_norm: 6.2491 2021-06-21 20:20:49,035 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-04, eta: 5:50:46, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9336, loss_cls: 0.8892, loss: 0.8892, grad_norm: 6.3969 2021-06-21 20:21:00,280 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-04, eta: 5:50:34, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.8822, loss: 0.8822, grad_norm: 6.2049 2021-06-21 20:21:11,498 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-04, eta: 5:50:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9122, loss: 0.9122, grad_norm: 6.2090 2021-06-21 20:21:22,775 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-04, eta: 5:50:10, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.2093 2021-06-21 20:21:33,975 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-04, eta: 5:49:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.3774 2021-06-21 20:21:45,124 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-04, eta: 5:49:45, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.7936 2021-06-21 20:21:56,348 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-04, eta: 5:49:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.5328 2021-06-21 20:22:07,547 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-04, eta: 5:49:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8695, loss: 0.8695, grad_norm: 6.0322 2021-06-21 20:22:18,720 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-04, eta: 5:49:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.3949 2021-06-21 20:22:29,895 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-04, eta: 5:48:57, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.5234 2021-06-21 20:22:41,057 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-04, eta: 5:48:45, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9016, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.3532 2021-06-21 20:22:52,261 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-04, eta: 5:48:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9483, loss: 0.9483, grad_norm: 6.3839 2021-06-21 20:23:03,482 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-04, eta: 5:48:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9281, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.4421 2021-06-21 20:23:14,665 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-04, eta: 5:48:08, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9148, loss_cls: 0.8995, loss: 0.8995, grad_norm: 6.2391 2021-06-21 20:23:25,953 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-04, eta: 5:47:56, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.9066, loss: 0.9066, grad_norm: 6.3337 2021-06-21 20:23:37,139 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-04, eta: 5:47:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9086, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.4804 2021-06-21 20:23:48,340 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-04, eta: 5:47:32, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.8869, loss: 0.8869, grad_norm: 6.4336 2021-06-21 20:23:59,570 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-04, eta: 5:47:20, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9043, loss: 0.9043, grad_norm: 6.2486 2021-06-21 20:24:10,777 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-04, eta: 5:47:08, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.2248 2021-06-21 20:24:21,969 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-04, eta: 5:46:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8950, loss: 0.8950, grad_norm: 6.4259 2021-06-21 20:24:33,144 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-04, eta: 5:46:44, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9211, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.1537 2021-06-21 20:24:44,367 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-04, eta: 5:46:31, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.2997 2021-06-21 20:24:55,561 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-04, eta: 5:46:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.9107, loss: 0.9107, grad_norm: 6.4083 2021-06-21 20:25:06,729 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-04, eta: 5:46:07, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9172, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.2200 2021-06-21 20:25:17,920 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-04, eta: 5:45:55, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.5199 2021-06-21 20:25:29,256 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-04, eta: 5:45:43, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8827, loss: 0.8827, grad_norm: 6.3104 2021-06-21 20:25:40,422 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-04, eta: 5:45:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9284, loss: 0.9284, grad_norm: 6.4039 2021-06-21 20:25:51,616 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-04, eta: 5:45:19, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.5406 2021-06-21 20:26:02,822 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-04, eta: 5:45:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9266, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.5763 2021-06-21 20:26:14,026 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-04, eta: 5:44:55, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.1815 2021-06-21 20:26:25,202 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-04, eta: 5:44:43, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9336, loss_cls: 0.8616, loss: 0.8616, grad_norm: 6.2646 2021-06-21 20:26:36,413 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-04, eta: 5:44:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.1827 2021-06-21 20:26:47,591 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-04, eta: 5:44:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9266, loss_cls: 0.8639, loss: 0.8639, grad_norm: 6.0791 2021-06-21 20:26:58,832 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-04, eta: 5:44:06, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8911, loss: 0.8911, grad_norm: 6.3292 2021-06-21 20:27:10,014 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-04, eta: 5:43:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.3446 2021-06-21 20:27:21,253 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-04, eta: 5:43:42, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9117, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.2773 2021-06-21 20:27:32,549 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-04, eta: 5:43:30, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.6418 2021-06-21 20:27:43,774 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-04, eta: 5:43:18, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8564, loss: 0.8564, grad_norm: 6.2257 2021-06-21 20:27:54,977 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-04, eta: 5:43:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9234, loss_cls: 0.9375, loss: 0.9375, grad_norm: 6.3112 2021-06-21 20:28:06,208 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-04, eta: 5:42:54, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.6686 2021-06-21 20:28:17,380 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-04, eta: 5:42:42, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 0.9925, loss: 0.9925, grad_norm: 6.5739 2021-06-21 20:28:28,586 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-04, eta: 5:42:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.2981 2021-06-21 20:28:39,807 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-04, eta: 5:42:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9216, loss: 0.9216, grad_norm: 6.4648 2021-06-21 20:28:51,053 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-04, eta: 5:42:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9245, loss: 0.9245, grad_norm: 6.5159 2021-06-21 20:29:02,245 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-04, eta: 5:41:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.5604 2021-06-21 20:29:13,547 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-04, eta: 5:41:41, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.4513 2021-06-21 20:29:24,764 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-04, eta: 5:41:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.9191, loss: 0.9191, grad_norm: 6.5094 2021-06-21 20:29:35,945 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-04, eta: 5:41:17, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9053, loss: 0.9053, grad_norm: 6.2975 2021-06-21 20:29:47,107 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-04, eta: 5:41:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9234, loss_cls: 0.8679, loss: 0.8679, grad_norm: 6.2538 2021-06-21 20:29:58,218 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-04, eta: 5:40:53, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.4636 2021-06-21 20:30:10,133 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-04, eta: 5:40:41, time: 0.595, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9328, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.3660 2021-06-21 20:30:21,304 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-04, eta: 5:40:29, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.0563 2021-06-21 20:30:32,555 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-04, eta: 5:40:17, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9180, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.2561 2021-06-21 20:30:43,753 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-04, eta: 5:40:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.4908 2021-06-21 20:30:54,993 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-04, eta: 5:39:53, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9367, loss_cls: 0.8815, loss: 0.8815, grad_norm: 6.3710 2021-06-21 20:31:06,209 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-04, eta: 5:39:41, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.6631 2021-06-21 20:31:17,371 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-04, eta: 5:39:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.7945, loss: 0.7945, grad_norm: 6.0661 2021-06-21 20:31:28,662 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-04, eta: 5:39:17, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9134, loss: 0.9134, grad_norm: 6.4990 2021-06-21 20:31:39,923 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-04, eta: 5:39:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8808, loss: 0.8808, grad_norm: 6.2951 2021-06-21 20:31:51,111 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-04, eta: 5:38:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.3313 2021-06-21 20:32:02,316 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-04, eta: 5:38:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9314, loss: 0.9314, grad_norm: 6.6572 2021-06-21 20:32:13,517 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-04, eta: 5:38:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9070, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.4356 2021-06-21 20:32:24,668 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-04, eta: 5:38:16, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9328, loss_cls: 0.8502, loss: 0.8502, grad_norm: 6.2609 2021-06-21 20:32:35,852 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-04, eta: 5:38:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.0966 2021-06-21 20:32:47,029 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-04, eta: 5:37:52, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9289, loss: 0.9289, grad_norm: 6.4740 2021-06-21 20:32:58,266 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-04, eta: 5:37:40, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8551, loss: 0.8551, grad_norm: 6.2258 2021-06-21 20:33:09,507 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-04, eta: 5:37:28, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.5242 2021-06-21 20:33:20,689 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-04, eta: 5:37:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.3652 2021-06-21 20:33:31,896 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-04, eta: 5:37:04, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.3342 2021-06-21 20:33:43,173 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-04, eta: 5:36:52, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.4464 2021-06-21 20:33:54,363 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-04, eta: 5:36:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.8366, loss: 0.8366, grad_norm: 6.2504 2021-06-21 20:34:05,605 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-04, eta: 5:36:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.9198, loss: 0.9198, grad_norm: 6.3030 2021-06-21 20:34:16,752 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-04, eta: 5:36:16, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9266, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.4906 2021-06-21 20:34:27,936 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-04, eta: 5:36:03, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.5622 2021-06-21 20:34:39,141 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-04, eta: 5:35:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.7836 2021-06-21 20:34:50,397 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-04, eta: 5:35:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.8878, loss: 0.8878, grad_norm: 6.2466 2021-06-21 20:35:01,547 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-04, eta: 5:35:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.5227 2021-06-21 20:35:12,775 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-04, eta: 5:35:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9281, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.5938 2021-06-21 20:35:23,983 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-04, eta: 5:35:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.3450 2021-06-21 20:35:35,218 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-04, eta: 5:34:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8472, loss: 0.8472, grad_norm: 6.2278 2021-06-21 20:35:46,419 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-04, eta: 5:34:39, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.5863 2021-06-21 20:35:57,593 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-04, eta: 5:34:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.3147 2021-06-21 20:36:08,814 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-04, eta: 5:34:15, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.4087 2021-06-21 20:36:20,086 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-04, eta: 5:34:03, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8662, loss: 0.8662, grad_norm: 6.4188 2021-06-21 20:36:31,326 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-04, eta: 5:33:51, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.5537 2021-06-21 20:36:42,493 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-04, eta: 5:33:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.5353 2021-06-21 20:36:53,655 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-04, eta: 5:33:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.5379 2021-06-21 20:37:04,808 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-04, eta: 5:33:14, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8723, loss: 0.8723, grad_norm: 6.3405 2021-06-21 20:37:15,993 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-04, eta: 5:33:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.8748, loss: 0.8748, grad_norm: 6.3264 2021-06-21 20:37:27,280 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-04, eta: 5:32:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9099, loss: 0.9099, grad_norm: 6.4138 2021-06-21 20:37:38,488 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-04, eta: 5:32:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9313, loss_cls: 0.9044, loss: 0.9044, grad_norm: 6.5499 2021-06-21 20:37:49,709 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-04, eta: 5:32:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8644, loss: 0.8644, grad_norm: 6.2205 2021-06-21 20:38:00,873 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-04, eta: 5:32:14, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8978, loss: 0.8978, grad_norm: 6.3054 2021-06-21 20:38:12,158 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-04, eta: 5:32:02, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9328, loss: 0.9328, grad_norm: 6.4170 2021-06-21 20:38:23,335 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-04, eta: 5:31:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9391, loss_cls: 0.8252, loss: 0.8252, grad_norm: 6.1738 2021-06-21 20:38:34,508 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-04, eta: 5:31:38, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.5401 2021-06-21 20:38:45,732 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-04, eta: 5:31:26, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9219, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.2081 2021-06-21 20:38:56,914 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-04, eta: 5:31:14, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8737, loss: 0.8737, grad_norm: 6.4530 2021-06-21 20:39:08,165 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-04, eta: 5:31:02, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8913, loss: 0.8913, grad_norm: 6.2916 2021-06-21 20:39:19,323 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-04, eta: 5:30:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8483, loss: 0.8483, grad_norm: 6.2371 2021-06-21 20:39:30,575 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-04, eta: 5:30:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.8822, loss: 0.8822, grad_norm: 6.3741 2021-06-21 20:39:41,697 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-04, eta: 5:30:26, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8883, loss: 0.8883, grad_norm: 6.3664 2021-06-21 20:42:22,960 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 20:42:23,673 - mmaction - INFO - top1_acc 0.6888 top5_acc 0.8906 2021-06-21 20:42:23,674 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 20:42:23,701 - mmaction - INFO - mean_acc 0.6888 2021-06-21 20:42:24,050 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_41.pth. 2021-06-21 20:42:24,051 - mmaction - INFO - Best top1_acc is 0.6888 at 41 epoch. 2021-06-21 20:42:24,058 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-06-21 20:42:24,422 - mmaction - INFO - Epoch(val) [41][207] top1_acc: 0.6888, top5_acc: 0.8906, mean_class_accuracy: 0.6888 2021-06-21 20:43:30,904 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-04, eta: 5:30:33, time: 3.323, data_time: 2.756, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.2512 2021-06-21 20:43:41,900 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-04, eta: 5:30:21, time: 0.550, data_time: 0.003, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.5270 2021-06-21 20:43:52,892 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-04, eta: 5:30:08, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.3409 2021-06-21 20:44:03,914 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-04, eta: 5:29:56, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9273, loss_cls: 0.8302, loss: 0.8302, grad_norm: 6.1397 2021-06-21 20:44:14,965 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-04, eta: 5:29:44, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9166, loss: 0.9166, grad_norm: 6.4485 2021-06-21 20:44:26,026 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-04, eta: 5:29:32, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.3109 2021-06-21 20:44:37,150 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-04, eta: 5:29:20, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9213, loss: 0.9213, grad_norm: 6.6948 2021-06-21 20:44:48,374 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-04, eta: 5:29:08, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8767, loss: 0.8767, grad_norm: 6.3583 2021-06-21 20:44:59,682 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-04, eta: 5:28:56, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9156, loss_cls: 0.9221, loss: 0.9221, grad_norm: 6.5389 2021-06-21 20:45:14,757 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-04, eta: 5:28:46, time: 0.748, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8970, loss: 0.8970, grad_norm: 6.3967 2021-06-21 20:45:26,041 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-04, eta: 5:28:34, time: 0.570, data_time: 0.007, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8425, loss: 0.8425, grad_norm: 6.1766 2021-06-21 20:45:37,369 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-04, eta: 5:28:22, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.4106 2021-06-21 20:45:48,637 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-04, eta: 5:28:10, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9141, loss_cls: 0.9387, loss: 0.9387, grad_norm: 6.4078 2021-06-21 20:45:59,878 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-04, eta: 5:27:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8578, loss: 0.8578, grad_norm: 6.2384 2021-06-21 20:46:10,991 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-04, eta: 5:27:46, time: 0.556, data_time: 0.000, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9383, loss_cls: 0.8915, loss: 0.8915, grad_norm: 6.3889 2021-06-21 20:46:22,228 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-04, eta: 5:27:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8609, loss: 0.8609, grad_norm: 6.1492 2021-06-21 20:46:33,531 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-04, eta: 5:27:22, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.4986 2021-06-21 20:46:44,784 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-04, eta: 5:27:10, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9320, loss_cls: 0.8815, loss: 0.8815, grad_norm: 6.3685 2021-06-21 20:46:56,012 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-04, eta: 5:26:58, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8887, loss: 0.8887, grad_norm: 6.4731 2021-06-21 20:47:07,180 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-04, eta: 5:26:46, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.6164 2021-06-21 20:47:18,387 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-04, eta: 5:26:33, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9203, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.6016 2021-06-21 20:47:29,592 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-04, eta: 5:26:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9039, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.2719 2021-06-21 20:47:40,834 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-04, eta: 5:26:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.5035 2021-06-21 20:47:52,011 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-04, eta: 5:25:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9187, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.3929 2021-06-21 20:48:03,179 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-04, eta: 5:25:45, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9195, loss_cls: 0.8740, loss: 0.8740, grad_norm: 6.4174 2021-06-21 20:48:14,356 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-04, eta: 5:25:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.4336 2021-06-21 20:48:25,515 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-04, eta: 5:25:21, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.4203 2021-06-21 20:48:36,743 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-04, eta: 5:25:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9336, loss_cls: 0.8520, loss: 0.8520, grad_norm: 6.2928 2021-06-21 20:48:47,971 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-04, eta: 5:24:57, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8834, loss: 0.8834, grad_norm: 6.4700 2021-06-21 20:48:59,145 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-04, eta: 5:24:45, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.5784 2021-06-21 20:49:10,397 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-04, eta: 5:24:33, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9047, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.3958 2021-06-21 20:49:21,610 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-04, eta: 5:24:21, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9305, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.6702 2021-06-21 20:49:32,809 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-04, eta: 5:24:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.2735 2021-06-21 20:49:44,025 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-04, eta: 5:23:57, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9070, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.5746 2021-06-21 20:49:55,177 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-04, eta: 5:23:44, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9227, loss_cls: 0.8806, loss: 0.8806, grad_norm: 6.3144 2021-06-21 20:50:06,354 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-04, eta: 5:23:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9145, loss: 0.9145, grad_norm: 6.6361 2021-06-21 20:50:17,546 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-04, eta: 5:23:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9344, loss_cls: 0.8536, loss: 0.8536, grad_norm: 6.2651 2021-06-21 20:50:28,750 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-04, eta: 5:23:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.8988, loss: 0.8988, grad_norm: 6.5984 2021-06-21 20:50:40,035 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-04, eta: 5:22:56, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.5333 2021-06-21 20:50:51,165 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-04, eta: 5:22:44, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8758, loss: 0.8758, grad_norm: 6.2814 2021-06-21 20:51:02,339 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-04, eta: 5:22:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9183, loss: 0.9183, grad_norm: 6.4338 2021-06-21 20:51:13,542 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-04, eta: 5:22:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8648, loss: 0.8648, grad_norm: 6.1732 2021-06-21 20:51:24,729 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-04, eta: 5:22:08, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.4204 2021-06-21 20:51:35,953 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-04, eta: 5:21:56, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8935, loss: 0.8935, grad_norm: 6.3838 2021-06-21 20:51:47,070 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-04, eta: 5:21:44, time: 0.556, data_time: 0.000, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9211, loss_cls: 0.9133, loss: 0.9133, grad_norm: 6.5925 2021-06-21 20:51:58,326 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-04, eta: 5:21:32, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.5469 2021-06-21 20:52:09,546 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-04, eta: 5:21:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9086, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.7829 2021-06-21 20:52:20,816 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-04, eta: 5:21:08, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9203, loss_cls: 0.9062, loss: 0.9062, grad_norm: 6.3734 2021-06-21 20:52:31,967 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-04, eta: 5:20:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.8687, loss: 0.8687, grad_norm: 6.3035 2021-06-21 20:52:43,119 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-04, eta: 5:20:44, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9320, loss_cls: 0.8764, loss: 0.8764, grad_norm: 6.3230 2021-06-21 20:52:54,340 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-04, eta: 5:20:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9219, loss_cls: 0.9064, loss: 0.9064, grad_norm: 6.3087 2021-06-21 20:53:05,539 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-04, eta: 5:20:19, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8428, loss: 0.8428, grad_norm: 6.2175 2021-06-21 20:53:16,783 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-04, eta: 5:20:07, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.8297 2021-06-21 20:53:27,961 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-04, eta: 5:19:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.2068 2021-06-21 20:53:39,188 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-04, eta: 5:19:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.6666 2021-06-21 20:53:50,435 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-04, eta: 5:19:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8872, loss: 0.8872, grad_norm: 6.2425 2021-06-21 20:54:01,593 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-04, eta: 5:19:19, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9406, loss: 0.9406, grad_norm: 6.6824 2021-06-21 20:54:12,788 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-04, eta: 5:19:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.4492 2021-06-21 20:54:24,035 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-04, eta: 5:18:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9219, loss: 0.9219, grad_norm: 6.4248 2021-06-21 20:54:35,244 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-04, eta: 5:18:43, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.4760 2021-06-21 20:54:46,404 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-04, eta: 5:18:31, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8713, loss: 0.8713, grad_norm: 6.0826 2021-06-21 20:54:57,665 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-04, eta: 5:18:19, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9203, loss_cls: 0.8830, loss: 0.8830, grad_norm: 6.3151 2021-06-21 20:55:08,845 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-04, eta: 5:18:07, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9266, loss_cls: 0.9217, loss: 0.9217, grad_norm: 6.4399 2021-06-21 20:55:20,087 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-04, eta: 5:17:55, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.6944 2021-06-21 20:55:31,245 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-04, eta: 5:17:43, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.1698 2021-06-21 20:55:42,588 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-04, eta: 5:17:31, time: 0.568, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9258, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.2839 2021-06-21 20:55:53,848 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-04, eta: 5:17:19, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8217, loss: 0.8217, grad_norm: 6.1938 2021-06-21 20:56:05,028 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-04, eta: 5:17:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9088, loss: 0.9088, grad_norm: 6.3843 2021-06-21 20:56:16,270 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-04, eta: 5:16:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8718, loss: 0.8718, grad_norm: 6.2391 2021-06-21 20:56:27,469 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-04, eta: 5:16:43, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.4428 2021-06-21 20:56:38,683 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-04, eta: 5:16:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9211, loss_cls: 0.8812, loss: 0.8812, grad_norm: 6.2691 2021-06-21 20:56:49,928 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-04, eta: 5:16:19, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8633, loss: 0.8633, grad_norm: 6.0848 2021-06-21 20:57:01,112 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-04, eta: 5:16:07, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8817, loss: 0.8817, grad_norm: 6.5483 2021-06-21 20:57:12,342 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-04, eta: 5:15:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8830, loss: 0.8830, grad_norm: 6.3759 2021-06-21 20:57:23,470 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-04, eta: 5:15:43, time: 0.556, data_time: 0.000, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.3873 2021-06-21 20:57:34,734 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-04, eta: 5:15:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.5992 2021-06-21 20:57:45,972 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-04, eta: 5:15:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9234, loss_cls: 0.8813, loss: 0.8813, grad_norm: 6.4197 2021-06-21 20:57:57,231 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-04, eta: 5:15:07, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.5544 2021-06-21 20:58:08,466 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-04, eta: 5:14:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8573, loss: 0.8573, grad_norm: 6.2980 2021-06-21 20:58:19,720 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-04, eta: 5:14:43, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8777, loss: 0.8777, grad_norm: 6.3498 2021-06-21 20:58:30,906 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-04, eta: 5:14:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8523, loss: 0.8523, grad_norm: 6.2036 2021-06-21 20:58:42,136 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-04, eta: 5:14:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9164, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.4296 2021-06-21 20:58:53,316 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-04, eta: 5:14:06, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.4069 2021-06-21 20:59:04,587 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-04, eta: 5:13:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.4857 2021-06-21 20:59:15,783 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-04, eta: 5:13:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.3929 2021-06-21 20:59:26,960 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-04, eta: 5:13:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.3523 2021-06-21 20:59:38,200 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-04, eta: 5:13:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9258, loss_cls: 0.8959, loss: 0.8959, grad_norm: 6.3726 2021-06-21 20:59:49,428 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-04, eta: 5:13:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.4405 2021-06-21 21:00:00,638 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-04, eta: 5:12:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.7085 2021-06-21 21:00:11,874 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-04, eta: 5:12:42, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9141, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.3730 2021-06-21 21:00:23,184 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-04, eta: 5:12:30, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.3399 2021-06-21 21:00:34,445 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-04, eta: 5:12:18, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8910, loss: 0.8910, grad_norm: 6.2050 2021-06-21 21:00:45,608 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-04, eta: 5:12:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8379, loss: 0.8379, grad_norm: 6.2486 2021-06-21 21:00:56,866 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-04, eta: 5:11:54, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.6224 2021-06-21 21:01:08,122 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-04, eta: 5:11:42, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.2391 2021-06-21 21:01:19,310 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-04, eta: 5:11:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9180, loss_cls: 0.8871, loss: 0.8871, grad_norm: 6.2482 2021-06-21 21:01:30,543 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-04, eta: 5:11:18, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9227, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.7476 2021-06-21 21:01:41,730 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-04, eta: 5:11:06, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8607, loss: 0.8607, grad_norm: 6.1741 2021-06-21 21:01:52,876 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-04, eta: 5:10:54, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.8941, loss: 0.8941, grad_norm: 6.5761 2021-06-21 21:02:04,063 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-04, eta: 5:10:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9162, loss: 0.9162, grad_norm: 6.4266 2021-06-21 21:02:15,264 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-04, eta: 5:10:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9323, loss: 0.9323, grad_norm: 6.4229 2021-06-21 21:02:26,479 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-04, eta: 5:10:18, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9297, loss_cls: 0.8876, loss: 0.8876, grad_norm: 6.5039 2021-06-21 21:02:37,753 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-04, eta: 5:10:06, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.5914 2021-06-21 21:02:49,015 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-04, eta: 5:09:54, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9422, loss_cls: 0.8339, loss: 0.8339, grad_norm: 6.2160 2021-06-21 21:03:00,212 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-04, eta: 5:09:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9328, loss: 0.9328, grad_norm: 6.3877 2021-06-21 21:03:11,418 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-04, eta: 5:09:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.4400 2021-06-21 21:03:22,672 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-04, eta: 5:09:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9195, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.8329 2021-06-21 21:03:33,856 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-04, eta: 5:09:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.8031, top5_acc: 0.9273, loss_cls: 0.8354, loss: 0.8354, grad_norm: 5.8949 2021-06-21 21:03:45,050 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-04, eta: 5:08:54, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8910, loss: 0.8910, grad_norm: 6.4881 2021-06-21 21:03:56,267 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-04, eta: 5:08:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.4850 2021-06-21 21:04:07,513 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-04, eta: 5:08:30, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9041, loss: 0.9041, grad_norm: 6.4319 2021-06-21 21:04:18,662 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-04, eta: 5:08:18, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9305, loss_cls: 0.9033, loss: 0.9033, grad_norm: 6.6830 2021-06-21 21:04:29,857 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-04, eta: 5:08:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.3125 2021-06-21 21:04:41,037 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-04, eta: 5:07:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9297, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.6082 2021-06-21 21:04:52,215 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-04, eta: 5:07:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8950, loss: 0.8950, grad_norm: 6.4343 2021-06-21 21:05:03,407 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-04, eta: 5:07:30, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.5347 2021-06-21 21:05:14,638 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-04, eta: 5:07:18, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9227, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.0893 2021-06-21 21:05:25,844 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-04, eta: 5:07:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9058, loss: 0.9058, grad_norm: 6.5391 2021-06-21 21:05:37,119 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-04, eta: 5:06:54, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9164, loss_cls: 0.9010, loss: 0.9010, grad_norm: 6.2474 2021-06-21 21:05:48,374 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-04, eta: 5:06:42, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9281, loss_cls: 0.8954, loss: 0.8954, grad_norm: 6.4698 2021-06-21 21:05:59,524 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-04, eta: 5:06:30, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9313, loss_cls: 0.8922, loss: 0.8922, grad_norm: 6.5123 2021-06-21 21:06:10,787 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-04, eta: 5:06:18, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9148, loss_cls: 0.9128, loss: 0.9128, grad_norm: 6.2770 2021-06-21 21:06:22,010 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-04, eta: 5:06:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9273, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.2346 2021-06-21 21:06:33,200 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-04, eta: 5:05:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8800, loss: 0.8800, grad_norm: 6.4849 2021-06-21 21:06:44,412 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-04, eta: 5:05:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.8396, loss: 0.8396, grad_norm: 6.3671 2021-06-21 21:06:55,612 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-04, eta: 5:05:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.4935 2021-06-21 21:07:06,858 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-04, eta: 5:05:18, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8776, loss: 0.8776, grad_norm: 6.4431 2021-06-21 21:07:18,092 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-04, eta: 5:05:06, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8841, loss: 0.8841, grad_norm: 6.2784 2021-06-21 21:07:29,316 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-04, eta: 5:04:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.4160 2021-06-21 21:07:40,467 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-04, eta: 5:04:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9367, loss_cls: 0.8329, loss: 0.8329, grad_norm: 6.2029 2021-06-21 21:07:51,685 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-04, eta: 5:04:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8834, loss: 0.8834, grad_norm: 6.4644 2021-06-21 21:08:02,909 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-04, eta: 5:04:18, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8615, loss: 0.8615, grad_norm: 6.4741 2021-06-21 21:08:14,189 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-04, eta: 5:04:06, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9289, loss_cls: 0.8173, loss: 0.8173, grad_norm: 6.0972 2021-06-21 21:08:25,331 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-04, eta: 5:03:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9273, loss_cls: 0.8375, loss: 0.8375, grad_norm: 6.2492 2021-06-21 21:08:36,551 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-04, eta: 5:03:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7984, top5_acc: 0.9227, loss_cls: 0.8350, loss: 0.8350, grad_norm: 6.0710 2021-06-21 21:08:47,750 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-04, eta: 5:03:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8600, loss: 0.8600, grad_norm: 6.2409 2021-06-21 21:08:58,977 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-04, eta: 5:03:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8276, loss: 0.8276, grad_norm: 6.1354 2021-06-21 21:09:10,143 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-04, eta: 5:03:06, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8493, loss: 0.8493, grad_norm: 6.1774 2021-06-21 21:09:21,324 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-04, eta: 5:02:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9289, loss_cls: 0.8270, loss: 0.8270, grad_norm: 6.2149 2021-06-21 21:09:32,493 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-04, eta: 5:02:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.8916, loss: 0.8916, grad_norm: 6.6256 2021-06-21 21:09:43,727 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-04, eta: 5:02:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.2876 2021-06-21 21:09:54,887 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-04, eta: 5:02:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.6370 2021-06-21 21:10:06,079 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-04, eta: 5:02:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.9211, loss: 0.9211, grad_norm: 6.6008 2021-06-21 21:10:17,308 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-04, eta: 5:01:54, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.3626 2021-06-21 21:10:28,572 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-04, eta: 5:01:42, time: 0.563, data_time: 0.004, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.6253 2021-06-21 21:10:39,818 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-04, eta: 5:01:30, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8761, loss: 0.8761, grad_norm: 6.3904 2021-06-21 21:10:51,009 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-04, eta: 5:01:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.5691 2021-06-21 21:11:02,230 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-04, eta: 5:01:06, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.5535 2021-06-21 21:11:13,451 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-04, eta: 5:00:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.5887 2021-06-21 21:11:24,610 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-04, eta: 5:00:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9344, loss_cls: 0.8829, loss: 0.8829, grad_norm: 6.4367 2021-06-21 21:11:35,801 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-04, eta: 5:00:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.8823, loss: 0.8823, grad_norm: 6.4006 2021-06-21 21:11:46,954 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-04, eta: 5:00:18, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.6129 2021-06-21 21:11:58,240 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-04, eta: 5:00:06, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8356, loss: 0.8356, grad_norm: 6.1426 2021-06-21 21:12:09,467 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-04, eta: 4:59:54, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9242, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.4979 2021-06-21 21:12:20,650 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-04, eta: 4:59:42, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.3356 2021-06-21 21:12:31,841 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-04, eta: 4:59:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8992, loss: 0.8992, grad_norm: 6.4272 2021-06-21 21:12:42,992 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-04, eta: 4:59:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9320, loss_cls: 0.8492, loss: 0.8492, grad_norm: 6.2127 2021-06-21 21:12:54,182 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-04, eta: 4:59:06, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.6054 2021-06-21 21:13:05,428 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-04, eta: 4:58:54, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9148, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.6247 2021-06-21 21:13:16,609 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-04, eta: 4:58:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8419, loss: 0.8419, grad_norm: 6.3186 2021-06-21 21:13:27,820 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-04, eta: 4:58:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6554 2021-06-21 21:13:39,077 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-04, eta: 4:58:18, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.9136, loss: 0.9136, grad_norm: 6.4317 2021-06-21 21:13:50,291 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-04, eta: 4:58:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.8838, loss: 0.8838, grad_norm: 6.2286 2021-06-21 21:14:01,473 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-04, eta: 4:57:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8699, loss: 0.8699, grad_norm: 6.2763 2021-06-21 21:14:12,625 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-04, eta: 4:57:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8473, loss: 0.8473, grad_norm: 6.4147 2021-06-21 21:14:23,897 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-04, eta: 4:57:30, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.3585 2021-06-21 21:14:35,092 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-04, eta: 4:57:18, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9344, loss_cls: 0.9058, loss: 0.9058, grad_norm: 6.5825 2021-06-21 21:14:46,270 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-04, eta: 4:57:06, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.6700 2021-06-21 21:14:57,511 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-04, eta: 4:56:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9289, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.6389 2021-06-21 21:15:08,757 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-04, eta: 4:56:42, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9209, loss: 0.9209, grad_norm: 6.6338 2021-06-21 21:15:19,935 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-04, eta: 4:56:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.8952, loss: 0.8952, grad_norm: 6.4474 2021-06-21 21:15:31,127 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-04, eta: 4:56:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8433, loss: 0.8433, grad_norm: 6.4036 2021-06-21 21:15:42,280 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-04, eta: 4:56:06, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.3777 2021-06-21 21:15:53,538 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-04, eta: 4:55:54, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9273, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.2660 2021-06-21 21:16:04,740 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-04, eta: 4:55:42, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.8220, loss: 0.8220, grad_norm: 6.1575 2021-06-21 21:16:15,913 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-04, eta: 4:55:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9336, loss_cls: 0.8318, loss: 0.8318, grad_norm: 6.3536 2021-06-21 21:16:27,123 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-04, eta: 4:55:19, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.5648 2021-06-21 21:16:38,336 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-04, eta: 4:55:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.6870 2021-06-21 21:16:49,614 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-04, eta: 4:54:55, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9180, loss_cls: 0.8962, loss: 0.8962, grad_norm: 6.3424 2021-06-21 21:17:00,776 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-04, eta: 4:54:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9273, loss_cls: 0.9389, loss: 0.9389, grad_norm: 6.5403 2021-06-21 21:17:11,917 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-04, eta: 4:54:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8802, loss: 0.8802, grad_norm: 6.5292 2021-06-21 21:17:23,089 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-04, eta: 4:54:19, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8712, loss: 0.8712, grad_norm: 6.2205 2021-06-21 21:17:34,310 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-04, eta: 4:54:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9289, loss_cls: 0.8854, loss: 0.8854, grad_norm: 6.2691 2021-06-21 21:17:45,576 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-04, eta: 4:53:55, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9062, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.6944 2021-06-21 21:17:56,763 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-04, eta: 4:53:43, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.8000, top5_acc: 0.9414, loss_cls: 0.8084, loss: 0.8084, grad_norm: 6.1347 2021-06-21 21:18:07,945 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-04, eta: 4:53:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9141, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.4736 2021-06-21 21:18:19,098 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-04, eta: 4:53:19, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8484, loss: 0.8484, grad_norm: 6.2901 2021-06-21 21:20:40,558 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 21:20:41,272 - mmaction - INFO - top1_acc 0.6893 top5_acc 0.8907 2021-06-21 21:20:41,272 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 21:20:41,299 - mmaction - INFO - mean_acc 0.6892 2021-06-21 21:20:42,731 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_42.pth. 2021-06-21 21:20:42,731 - mmaction - INFO - Best top1_acc is 0.6893 at 42 epoch. 2021-06-21 21:20:42,749 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-06-21 21:20:43,886 - mmaction - INFO - Epoch(val) [42][207] top1_acc: 0.6893, top5_acc: 0.8907, mean_class_accuracy: 0.6892 2021-06-21 21:21:45,468 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-04, eta: 4:53:18, time: 3.078, data_time: 2.380, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.1571 2021-06-21 21:21:56,513 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-04, eta: 4:53:06, time: 0.553, data_time: 0.003, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.6682 2021-06-21 21:22:07,524 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-04, eta: 4:52:54, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.8031, top5_acc: 0.9305, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.1768 2021-06-21 21:22:18,542 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-04, eta: 4:52:42, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9591, loss: 0.9591, grad_norm: 6.7958 2021-06-21 21:22:29,597 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-04, eta: 4:52:30, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.4449 2021-06-21 21:22:40,675 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-04, eta: 4:52:18, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9359, loss_cls: 0.8565, loss: 0.8565, grad_norm: 6.3535 2021-06-21 21:22:51,910 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-04, eta: 4:52:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8843, loss: 0.8843, grad_norm: 6.4637 2021-06-21 21:23:03,121 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-04, eta: 4:51:54, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9234, loss_cls: 0.8514, loss: 0.8514, grad_norm: 6.1999 2021-06-21 21:23:14,317 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-04, eta: 4:51:42, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9289, loss_cls: 0.8853, loss: 0.8853, grad_norm: 6.4442 2021-06-21 21:23:25,585 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-04, eta: 4:51:30, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.5149 2021-06-21 21:23:36,785 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-04, eta: 4:51:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9303, loss: 0.9303, grad_norm: 6.5110 2021-06-21 21:23:48,041 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-04, eta: 4:51:06, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7977, top5_acc: 0.9281, loss_cls: 0.8197, loss: 0.8197, grad_norm: 6.0346 2021-06-21 21:23:59,276 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-04, eta: 4:50:54, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8625, loss: 0.8625, grad_norm: 6.0850 2021-06-21 21:24:10,543 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-04, eta: 4:50:42, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.6397 2021-06-21 21:24:21,876 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-04, eta: 4:50:30, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9172, loss_cls: 0.9048, loss: 0.9048, grad_norm: 6.5908 2021-06-21 21:24:33,124 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-04, eta: 4:50:18, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8765, loss: 0.8765, grad_norm: 6.3836 2021-06-21 21:24:44,381 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-04, eta: 4:50:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9125, loss_cls: 0.9241, loss: 0.9241, grad_norm: 6.5080 2021-06-21 21:24:55,566 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-04, eta: 4:49:54, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8638, loss: 0.8638, grad_norm: 6.3940 2021-06-21 21:25:10,930 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-04, eta: 4:49:44, time: 0.760, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.4367 2021-06-21 21:25:22,155 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-04, eta: 4:49:33, time: 0.569, data_time: 0.009, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.4452 2021-06-21 21:25:33,272 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-04, eta: 4:49:21, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9328, loss_cls: 0.8440, loss: 0.8440, grad_norm: 6.1707 2021-06-21 21:25:44,489 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-04, eta: 4:49:09, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9133, loss_cls: 0.9200, loss: 0.9200, grad_norm: 6.4484 2021-06-21 21:25:55,646 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-04, eta: 4:48:57, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9313, loss: 0.9313, grad_norm: 6.5891 2021-06-21 21:26:06,927 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-04, eta: 4:48:45, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8776, loss: 0.8776, grad_norm: 6.5117 2021-06-21 21:26:18,121 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-04, eta: 4:48:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.8703, loss: 0.8703, grad_norm: 6.1052 2021-06-21 21:26:29,339 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-04, eta: 4:48:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9156, loss_cls: 0.9289, loss: 0.9289, grad_norm: 6.4013 2021-06-21 21:26:40,572 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-04, eta: 4:48:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.8986, loss: 0.8986, grad_norm: 6.5896 2021-06-21 21:26:51,731 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-04, eta: 4:47:57, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8434, loss: 0.8434, grad_norm: 6.2375 2021-06-21 21:27:02,939 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-04, eta: 4:47:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.5534 2021-06-21 21:27:14,184 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-04, eta: 4:47:33, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9320, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.4443 2021-06-21 21:27:25,404 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-04, eta: 4:47:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9281, loss_cls: 0.9111, loss: 0.9111, grad_norm: 6.6508 2021-06-21 21:27:36,630 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-04, eta: 4:47:09, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9297, loss_cls: 0.8496, loss: 0.8496, grad_norm: 6.4750 2021-06-21 21:27:47,815 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-04, eta: 4:46:57, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.4905 2021-06-21 21:27:59,034 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-04, eta: 4:46:45, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.8086, top5_acc: 0.9492, loss_cls: 0.7418, loss: 0.7418, grad_norm: 6.0508 2021-06-21 21:28:10,291 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-04, eta: 4:46:33, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9305, loss_cls: 0.8766, loss: 0.8766, grad_norm: 6.2382 2021-06-21 21:28:21,562 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-04, eta: 4:46:21, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.6886 2021-06-21 21:28:32,781 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-04, eta: 4:46:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9191, loss: 0.9191, grad_norm: 6.4397 2021-06-21 21:28:43,967 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-04, eta: 4:45:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.6364 2021-06-21 21:28:55,236 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-04, eta: 4:45:45, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9164, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.3713 2021-06-21 21:29:06,391 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-04, eta: 4:45:33, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9297, loss_cls: 0.8417, loss: 0.8417, grad_norm: 6.2439 2021-06-21 21:29:17,538 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-04, eta: 4:45:21, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.7104 2021-06-21 21:29:28,786 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-04, eta: 4:45:09, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8615, loss: 0.8615, grad_norm: 6.3573 2021-06-21 21:29:40,027 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-04, eta: 4:44:57, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9328, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.3093 2021-06-21 21:29:51,289 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-04, eta: 4:44:45, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9203, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.3934 2021-06-21 21:30:02,539 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-04, eta: 4:44:33, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.7512 2021-06-21 21:30:13,773 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-04, eta: 4:44:21, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9042, loss: 0.9042, grad_norm: 6.6393 2021-06-21 21:30:25,078 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-04, eta: 4:44:09, time: 0.565, data_time: 0.005, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9167, loss: 0.9167, grad_norm: 6.4765 2021-06-21 21:30:36,378 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-04, eta: 4:43:57, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.8096 2021-06-21 21:30:47,581 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-04, eta: 4:43:46, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9367, loss_cls: 0.8406, loss: 0.8406, grad_norm: 6.3943 2021-06-21 21:30:58,828 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-04, eta: 4:43:34, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8688, loss: 0.8688, grad_norm: 6.2743 2021-06-21 21:31:10,057 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-04, eta: 4:43:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9194, loss: 0.9194, grad_norm: 6.4249 2021-06-21 21:31:21,291 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-04, eta: 4:43:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8324, loss: 0.8324, grad_norm: 6.1876 2021-06-21 21:31:32,529 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-04, eta: 4:42:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8459, loss: 0.8459, grad_norm: 6.2842 2021-06-21 21:31:43,746 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-04, eta: 4:42:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.6280 2021-06-21 21:31:54,926 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-04, eta: 4:42:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9359, loss_cls: 0.8250, loss: 0.8250, grad_norm: 6.1915 2021-06-21 21:32:06,114 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-04, eta: 4:42:22, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9250, loss_cls: 0.8393, loss: 0.8393, grad_norm: 6.2140 2021-06-21 21:32:17,331 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-04, eta: 4:42:10, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9140, loss: 0.9140, grad_norm: 6.6411 2021-06-21 21:32:28,582 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-04, eta: 4:41:58, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.8694 2021-06-21 21:32:39,768 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-04, eta: 4:41:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9211, loss: 0.9211, grad_norm: 6.5608 2021-06-21 21:32:50,915 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-04, eta: 4:41:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9202, loss: 0.9202, grad_norm: 6.4969 2021-06-21 21:33:02,172 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-04, eta: 4:41:22, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.3952 2021-06-21 21:33:13,372 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-04, eta: 4:41:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8795, loss: 0.8795, grad_norm: 6.3030 2021-06-21 21:33:24,584 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-04, eta: 4:40:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.7206 2021-06-21 21:33:35,786 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-04, eta: 4:40:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.5727 2021-06-21 21:33:46,996 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-04, eta: 4:40:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9155, loss: 0.9155, grad_norm: 6.4931 2021-06-21 21:33:58,250 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-04, eta: 4:40:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9289, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.3139 2021-06-21 21:34:09,472 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-04, eta: 4:40:10, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.5454 2021-06-21 21:34:20,632 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-04, eta: 4:39:58, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9289, loss_cls: 0.9028, loss: 0.9028, grad_norm: 6.4816 2021-06-21 21:34:31,923 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-04, eta: 4:39:46, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.7281 2021-06-21 21:34:43,067 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-04, eta: 4:39:34, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8855, loss: 0.8855, grad_norm: 6.3056 2021-06-21 21:34:54,251 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-04, eta: 4:39:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9344, loss_cls: 0.8578, loss: 0.8578, grad_norm: 6.4231 2021-06-21 21:35:05,449 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-04, eta: 4:39:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.8996, loss: 0.8996, grad_norm: 6.4806 2021-06-21 21:35:16,656 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-04, eta: 4:38:59, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.9283, loss: 0.9283, grad_norm: 6.5834 2021-06-21 21:35:27,849 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-04, eta: 4:38:47, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.5997 2021-06-21 21:35:39,008 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-04, eta: 4:38:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.2407 2021-06-21 21:35:50,179 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-04, eta: 4:38:23, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8465, loss: 0.8465, grad_norm: 6.2382 2021-06-21 21:36:01,384 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-04, eta: 4:38:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9352, loss_cls: 0.8316, loss: 0.8316, grad_norm: 6.2852 2021-06-21 21:36:12,599 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-04, eta: 4:37:59, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.6581 2021-06-21 21:36:23,841 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-04, eta: 4:37:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9305, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.3322 2021-06-21 21:36:34,952 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-04, eta: 4:37:35, time: 0.556, data_time: 0.000, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9344, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.7233 2021-06-21 21:36:46,175 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-04, eta: 4:37:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.6403 2021-06-21 21:36:57,450 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-04, eta: 4:37:11, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9184, loss: 0.9184, grad_norm: 6.5598 2021-06-21 21:37:08,645 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-04, eta: 4:36:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.6292 2021-06-21 21:37:19,819 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-04, eta: 4:36:47, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9391, loss_cls: 0.8397, loss: 0.8397, grad_norm: 6.4428 2021-06-21 21:37:30,992 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-04, eta: 4:36:35, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.8084 2021-06-21 21:37:42,157 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-04, eta: 4:36:23, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9305, loss_cls: 0.8547, loss: 0.8547, grad_norm: 6.2845 2021-06-21 21:37:53,382 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-04, eta: 4:36:11, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.7390 2021-06-21 21:38:04,546 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-04, eta: 4:35:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9281, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.3863 2021-06-21 21:38:15,819 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-04, eta: 4:35:47, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.6098 2021-06-21 21:38:26,972 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-04, eta: 4:35:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9172, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.5614 2021-06-21 21:38:38,199 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-04, eta: 4:35:23, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.6601 2021-06-21 21:38:49,394 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-04, eta: 4:35:11, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.5214 2021-06-21 21:39:00,671 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-04, eta: 4:34:59, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9195, loss_cls: 0.8961, loss: 0.8961, grad_norm: 6.4523 2021-06-21 21:39:11,895 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-04, eta: 4:34:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.5429 2021-06-21 21:39:23,068 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-04, eta: 4:34:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.9149, loss: 0.9149, grad_norm: 6.6239 2021-06-21 21:39:34,239 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-04, eta: 4:34:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.8853, loss: 0.8853, grad_norm: 6.3658 2021-06-21 21:39:45,427 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-04, eta: 4:34:12, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.8097 2021-06-21 21:39:56,610 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-04, eta: 4:34:00, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8828, loss: 0.8828, grad_norm: 6.5068 2021-06-21 21:40:07,773 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-04, eta: 4:33:48, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9320, loss_cls: 0.8816, loss: 0.8816, grad_norm: 6.6320 2021-06-21 21:40:18,929 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-04, eta: 4:33:36, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8892, loss: 0.8892, grad_norm: 6.5942 2021-06-21 21:40:30,169 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-04, eta: 4:33:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9187, loss_cls: 0.9283, loss: 0.9283, grad_norm: 6.4605 2021-06-21 21:40:41,449 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-04, eta: 4:33:12, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9126, loss: 0.9126, grad_norm: 6.5260 2021-06-21 21:40:52,658 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-04, eta: 4:33:00, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9445, loss_cls: 0.8009, loss: 0.8009, grad_norm: 6.3301 2021-06-21 21:41:03,852 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-04, eta: 4:32:48, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.3707 2021-06-21 21:41:15,014 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-04, eta: 4:32:36, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7945, top5_acc: 0.9211, loss_cls: 0.8765, loss: 0.8765, grad_norm: 6.4018 2021-06-21 21:41:26,270 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-04, eta: 4:32:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9297, loss_cls: 0.8219, loss: 0.8219, grad_norm: 6.1529 2021-06-21 21:41:37,429 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-04, eta: 4:32:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9075, loss: 0.9075, grad_norm: 6.7457 2021-06-21 21:41:48,596 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-04, eta: 4:32:00, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.6267 2021-06-21 21:41:59,851 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-04, eta: 4:31:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.5252 2021-06-21 21:42:11,056 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-04, eta: 4:31:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.6179 2021-06-21 21:42:22,246 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-04, eta: 4:31:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.3829 2021-06-21 21:42:33,523 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-04, eta: 4:31:13, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8691, loss: 0.8691, grad_norm: 6.4208 2021-06-21 21:42:44,701 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-04, eta: 4:31:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8735, loss: 0.8735, grad_norm: 6.3087 2021-06-21 21:42:55,901 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-04, eta: 4:30:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.4513 2021-06-21 21:43:07,133 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-04, eta: 4:30:37, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9289, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.4169 2021-06-21 21:43:18,345 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-04, eta: 4:30:25, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9281, loss_cls: 0.8468, loss: 0.8468, grad_norm: 6.4112 2021-06-21 21:43:29,495 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-04, eta: 4:30:13, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9414, loss_cls: 0.8086, loss: 0.8086, grad_norm: 6.1480 2021-06-21 21:43:40,731 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-04, eta: 4:30:01, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.8922, loss: 0.8922, grad_norm: 6.5172 2021-06-21 21:43:51,906 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-04, eta: 4:29:49, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9141, loss_cls: 0.9107, loss: 0.9107, grad_norm: 6.1205 2021-06-21 21:44:03,105 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-04, eta: 4:29:37, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7864, loss: 0.7864, grad_norm: 5.9804 2021-06-21 21:44:14,250 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-04, eta: 4:29:25, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8449, loss: 0.8449, grad_norm: 6.2958 2021-06-21 21:44:25,410 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-04, eta: 4:29:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.6028 2021-06-21 21:44:36,580 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-04, eta: 4:29:01, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9211, loss_cls: 0.8865, loss: 0.8865, grad_norm: 6.4773 2021-06-21 21:44:47,785 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-04, eta: 4:28:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.9041, loss: 0.9041, grad_norm: 6.5269 2021-06-21 21:44:58,991 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-04, eta: 4:28:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9211, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.5578 2021-06-21 21:45:10,167 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-04, eta: 4:28:25, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8812, loss: 0.8812, grad_norm: 6.4900 2021-06-21 21:45:21,319 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-04, eta: 4:28:13, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.5317 2021-06-21 21:45:32,559 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-04, eta: 4:28:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.6425 2021-06-21 21:45:43,706 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-04, eta: 4:27:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8849, loss: 0.8849, grad_norm: 6.4898 2021-06-21 21:45:54,951 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-04, eta: 4:27:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9009, loss: 0.9009, grad_norm: 6.4611 2021-06-21 21:46:06,190 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-04, eta: 4:27:26, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9383, loss_cls: 0.8385, loss: 0.8385, grad_norm: 6.2120 2021-06-21 21:46:17,345 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-04, eta: 4:27:14, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.8824, loss: 0.8824, grad_norm: 6.3218 2021-06-21 21:46:28,541 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-04, eta: 4:27:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.7437 2021-06-21 21:46:39,709 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-04, eta: 4:26:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9109, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.5573 2021-06-21 21:46:50,920 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-04, eta: 4:26:38, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8622, loss: 0.8622, grad_norm: 6.2615 2021-06-21 21:47:02,169 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-04, eta: 4:26:26, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.5156 2021-06-21 21:47:13,377 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-04, eta: 4:26:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.6609 2021-06-21 21:47:24,571 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-04, eta: 4:26:02, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.8465, loss: 0.8465, grad_norm: 6.3504 2021-06-21 21:47:35,790 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-04, eta: 4:25:50, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9289, loss_cls: 0.8552, loss: 0.8552, grad_norm: 6.5014 2021-06-21 21:47:47,005 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-04, eta: 4:25:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9422, loss_cls: 0.8017, loss: 0.8017, grad_norm: 6.3150 2021-06-21 21:47:58,196 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-04, eta: 4:25:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.3137 2021-06-21 21:48:09,386 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-04, eta: 4:25:15, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9133, loss_cls: 0.9102, loss: 0.9102, grad_norm: 6.3186 2021-06-21 21:48:20,560 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-04, eta: 4:25:03, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8718, loss: 0.8718, grad_norm: 6.4108 2021-06-21 21:48:31,790 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-04, eta: 4:24:51, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.3505 2021-06-21 21:48:43,062 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-04, eta: 4:24:39, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.6483 2021-06-21 21:48:54,282 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-04, eta: 4:24:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9328, loss_cls: 0.8675, loss: 0.8675, grad_norm: 6.2511 2021-06-21 21:49:05,547 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-04, eta: 4:24:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9352, loss_cls: 0.8277, loss: 0.8277, grad_norm: 6.2657 2021-06-21 21:49:16,684 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-04, eta: 4:24:03, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7977, top5_acc: 0.9375, loss_cls: 0.7862, loss: 0.7862, grad_norm: 6.1833 2021-06-21 21:49:27,853 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-04, eta: 4:23:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.4572 2021-06-21 21:49:39,123 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-04, eta: 4:23:39, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8932, loss: 0.8932, grad_norm: 6.2561 2021-06-21 21:49:50,316 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-04, eta: 4:23:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.8137 2021-06-21 21:50:01,604 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-04, eta: 4:23:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.4171 2021-06-21 21:50:12,828 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-04, eta: 4:23:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.5707 2021-06-21 21:50:24,022 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-04, eta: 4:22:52, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.5691 2021-06-21 21:50:35,232 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-04, eta: 4:22:40, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.1943 2021-06-21 21:50:46,466 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-04, eta: 4:22:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9305, loss_cls: 0.8617, loss: 0.8617, grad_norm: 6.3395 2021-06-21 21:50:57,634 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-04, eta: 4:22:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8786, loss: 0.8786, grad_norm: 6.3414 2021-06-21 21:51:08,822 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-04, eta: 4:22:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9219, loss_cls: 0.8667, loss: 0.8667, grad_norm: 6.4720 2021-06-21 21:51:20,073 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-04, eta: 4:21:52, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.8201 2021-06-21 21:51:31,242 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-04, eta: 4:21:40, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9234, loss_cls: 0.8909, loss: 0.8909, grad_norm: 6.4935 2021-06-21 21:51:42,454 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-04, eta: 4:21:28, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9266, loss_cls: 0.8358, loss: 0.8358, grad_norm: 6.3072 2021-06-21 21:51:53,717 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-04, eta: 4:21:16, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.5003 2021-06-21 21:52:04,966 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-04, eta: 4:21:04, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8696, loss: 0.8696, grad_norm: 6.4796 2021-06-21 21:52:16,247 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-04, eta: 4:20:53, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9289, loss_cls: 0.8763, loss: 0.8763, grad_norm: 6.4950 2021-06-21 21:52:27,430 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-04, eta: 4:20:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.4813 2021-06-21 21:52:38,661 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-04, eta: 4:20:29, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.8029, loss: 0.8029, grad_norm: 6.1343 2021-06-21 21:52:49,955 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-04, eta: 4:20:17, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9469, loss: 0.9469, grad_norm: 6.7992 2021-06-21 21:53:01,105 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-04, eta: 4:20:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.5514 2021-06-21 21:53:12,342 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-04, eta: 4:19:53, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9586, loss: 0.9586, grad_norm: 6.6547 2021-06-21 21:53:23,589 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-04, eta: 4:19:41, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.7823 2021-06-21 21:53:34,746 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-04, eta: 4:19:29, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9305, loss_cls: 0.8826, loss: 0.8826, grad_norm: 6.6387 2021-06-21 21:53:45,993 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-04, eta: 4:19:17, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9289, loss_cls: 0.8910, loss: 0.8910, grad_norm: 6.5340 2021-06-21 21:53:57,185 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-04, eta: 4:19:05, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9059, loss: 0.9059, grad_norm: 6.4034 2021-06-21 21:54:08,429 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-04, eta: 4:18:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9305, loss_cls: 0.8808, loss: 0.8808, grad_norm: 6.2299 2021-06-21 21:54:19,658 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-04, eta: 4:18:42, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9250, loss_cls: 0.8675, loss: 0.8675, grad_norm: 6.3991 2021-06-21 21:54:30,905 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-04, eta: 4:18:30, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9180, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.6044 2021-06-21 21:54:42,151 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-04, eta: 4:18:18, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9320, loss_cls: 0.8805, loss: 0.8805, grad_norm: 6.6933 2021-06-21 21:54:53,360 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-04, eta: 4:18:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9258, loss_cls: 0.8772, loss: 0.8772, grad_norm: 6.3229 2021-06-21 21:55:04,621 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-04, eta: 4:17:54, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.3564 2021-06-21 21:55:15,766 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-04, eta: 4:17:42, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9227, loss_cls: 0.8706, loss: 0.8706, grad_norm: 6.4763 2021-06-21 21:55:26,972 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-04, eta: 4:17:30, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9266, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.5548 2021-06-21 21:55:38,254 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-04, eta: 4:17:18, time: 0.565, data_time: 0.003, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9281, loss_cls: 0.8630, loss: 0.8630, grad_norm: 6.2633 2021-06-21 21:55:49,520 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-04, eta: 4:17:07, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.9133, loss: 0.9133, grad_norm: 6.5206 2021-06-21 21:56:00,714 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-04, eta: 4:16:55, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.6235 2021-06-21 21:56:11,910 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-04, eta: 4:16:43, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.6432 2021-06-21 21:56:23,098 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-04, eta: 4:16:31, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9219, loss_cls: 0.8528, loss: 0.8528, grad_norm: 6.4116 2021-06-21 21:56:34,364 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-04, eta: 4:16:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9265, loss: 0.9265, grad_norm: 6.6486 2021-06-21 21:59:04,894 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 21:59:05,572 - mmaction - INFO - top1_acc 0.6905 top5_acc 0.8916 2021-06-21 21:59:05,572 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 21:59:05,597 - mmaction - INFO - mean_acc 0.6904 2021-06-21 21:59:05,984 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_43.pth. 2021-06-21 21:59:05,985 - mmaction - INFO - Best top1_acc is 0.6905 at 43 epoch. 2021-06-21 21:59:05,992 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-06-21 21:59:07,272 - mmaction - INFO - Epoch(val) [43][207] top1_acc: 0.6905, top5_acc: 0.8916, mean_class_accuracy: 0.6904 2021-06-21 22:00:06,390 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-04, eta: 4:16:14, time: 2.955, data_time: 2.344, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.8862, loss: 0.8862, grad_norm: 6.5856 2021-06-21 22:00:17,434 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-04, eta: 4:16:02, time: 0.552, data_time: 0.004, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9045, loss: 0.9045, grad_norm: 6.3494 2021-06-21 22:00:28,460 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-04, eta: 4:15:50, time: 0.553, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.6804 2021-06-21 22:00:39,494 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-04, eta: 4:15:38, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9156, loss_cls: 0.8946, loss: 0.8946, grad_norm: 6.4375 2021-06-21 22:00:50,532 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-04, eta: 4:15:26, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8532, loss: 0.8532, grad_norm: 6.2726 2021-06-21 22:01:01,624 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-04, eta: 4:15:14, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8439, loss: 0.8439, grad_norm: 6.3286 2021-06-21 22:01:12,714 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-04, eta: 4:15:02, time: 0.555, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8884, loss: 0.8884, grad_norm: 6.4167 2021-06-21 22:01:24,001 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-04, eta: 4:14:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9336, loss_cls: 0.8308, loss: 0.8308, grad_norm: 6.3861 2021-06-21 22:01:35,170 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-04, eta: 4:14:38, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8569, loss: 0.8569, grad_norm: 6.4939 2021-06-21 22:01:46,376 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-04, eta: 4:14:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.3714 2021-06-21 22:01:57,618 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-04, eta: 4:14:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7816 2021-06-21 22:02:08,835 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-04, eta: 4:14:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.4780 2021-06-21 22:02:20,042 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-04, eta: 4:13:50, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.4032 2021-06-21 22:02:31,312 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-04, eta: 4:13:39, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.6153 2021-06-21 22:02:42,531 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-04, eta: 4:13:27, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9258, loss_cls: 0.8881, loss: 0.8881, grad_norm: 6.3469 2021-06-21 22:02:53,743 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-04, eta: 4:13:15, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8588, loss: 0.8588, grad_norm: 6.2115 2021-06-21 22:03:05,009 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-04, eta: 4:13:03, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.6448 2021-06-21 22:03:16,247 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-04, eta: 4:12:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8460, loss: 0.8460, grad_norm: 6.2906 2021-06-21 22:03:27,386 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-04, eta: 4:12:39, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9195, loss_cls: 0.8858, loss: 0.8858, grad_norm: 6.5950 2021-06-21 22:03:38,624 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-04, eta: 4:12:27, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.5472 2021-06-21 22:03:49,757 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-04, eta: 4:12:15, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9344, loss_cls: 0.8127, loss: 0.8127, grad_norm: 6.2673 2021-06-21 22:04:00,930 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-04, eta: 4:12:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9313, loss_cls: 0.8741, loss: 0.8741, grad_norm: 6.4297 2021-06-21 22:04:12,210 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-04, eta: 4:11:51, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.6769 2021-06-21 22:04:23,433 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-04, eta: 4:11:39, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9344, loss_cls: 0.8575, loss: 0.8575, grad_norm: 6.4506 2021-06-21 22:04:34,662 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-04, eta: 4:11:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9046, loss: 0.9046, grad_norm: 6.3756 2021-06-21 22:04:45,911 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-04, eta: 4:11:16, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9305, loss_cls: 0.8501, loss: 0.8501, grad_norm: 6.4290 2021-06-21 22:04:57,136 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-04, eta: 4:11:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9219, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.2916 2021-06-21 22:05:08,357 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-04, eta: 4:10:52, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8842, loss: 0.8842, grad_norm: 6.5275 2021-06-21 22:05:19,607 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-04, eta: 4:10:40, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.2761 2021-06-21 22:05:30,831 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-04, eta: 4:10:28, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9352, loss_cls: 0.8060, loss: 0.8060, grad_norm: 6.2442 2021-06-21 22:05:42,046 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-04, eta: 4:10:16, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8358, loss: 0.8358, grad_norm: 6.1804 2021-06-21 22:05:53,229 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-04, eta: 4:10:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.6771 2021-06-21 22:06:04,385 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-04, eta: 4:09:52, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9227, loss_cls: 0.9210, loss: 0.9210, grad_norm: 6.5906 2021-06-21 22:06:15,606 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-04, eta: 4:09:40, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.5618 2021-06-21 22:06:26,898 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-04, eta: 4:09:29, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9025, loss: 0.9025, grad_norm: 6.5647 2021-06-21 22:06:38,116 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-04, eta: 4:09:17, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9227, loss_cls: 0.8624, loss: 0.8624, grad_norm: 6.1597 2021-06-21 22:06:49,312 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-04, eta: 4:09:05, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.7959, loss: 0.7959, grad_norm: 6.0933 2021-06-21 22:07:00,574 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-04, eta: 4:08:53, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9391, loss_cls: 0.8522, loss: 0.8522, grad_norm: 6.4292 2021-06-21 22:07:11,766 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-04, eta: 4:08:41, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9313, loss_cls: 0.8692, loss: 0.8692, grad_norm: 6.3408 2021-06-21 22:07:23,016 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-04, eta: 4:08:29, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.6810 2021-06-21 22:07:34,169 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-04, eta: 4:08:17, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8741, loss: 0.8741, grad_norm: 6.2259 2021-06-21 22:07:45,459 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-04, eta: 4:08:05, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.5480 2021-06-21 22:07:56,634 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-04, eta: 4:07:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9367, loss: 0.9367, grad_norm: 6.7601 2021-06-21 22:08:07,925 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-04, eta: 4:07:42, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8477, loss: 0.8477, grad_norm: 6.2930 2021-06-21 22:08:19,068 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-04, eta: 4:07:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8723, loss: 0.8723, grad_norm: 6.2672 2021-06-21 22:08:30,263 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-04, eta: 4:07:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.8751, loss: 0.8751, grad_norm: 6.3158 2021-06-21 22:08:41,559 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-04, eta: 4:07:06, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9250, loss_cls: 0.8454, loss: 0.8454, grad_norm: 6.3435 2021-06-21 22:08:52,722 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-04, eta: 4:06:54, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9062, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.6545 2021-06-21 22:09:03,922 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-04, eta: 4:06:42, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.6088 2021-06-21 22:09:15,080 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-04, eta: 4:06:30, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.6991 2021-06-21 22:09:26,295 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-04, eta: 4:06:18, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8504, loss: 0.8504, grad_norm: 6.2152 2021-06-21 22:09:37,537 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-04, eta: 4:06:06, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8877, loss: 0.8877, grad_norm: 6.3142 2021-06-21 22:09:48,782 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-04, eta: 4:05:55, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.6952 2021-06-21 22:09:59,992 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-04, eta: 4:05:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8215, loss: 0.8215, grad_norm: 6.2155 2021-06-21 22:10:11,155 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-04, eta: 4:05:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8547, loss: 0.8547, grad_norm: 6.2840 2021-06-21 22:10:22,406 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-04, eta: 4:05:19, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.6190 2021-06-21 22:10:33,604 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-04, eta: 4:05:07, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.7764 2021-06-21 22:10:44,829 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-04, eta: 4:04:55, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8454, loss: 0.8454, grad_norm: 6.4085 2021-06-21 22:10:56,042 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-04, eta: 4:04:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.7146 2021-06-21 22:11:07,208 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-04, eta: 4:04:31, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7945, top5_acc: 0.9234, loss_cls: 0.8354, loss: 0.8354, grad_norm: 6.2964 2021-06-21 22:11:18,486 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-04, eta: 4:04:19, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8776, loss: 0.8776, grad_norm: 6.2796 2021-06-21 22:11:29,660 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-04, eta: 4:04:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9117, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.7391 2021-06-21 22:11:40,917 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-04, eta: 4:03:56, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.9165, loss: 0.9165, grad_norm: 6.6641 2021-06-21 22:11:52,060 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-04, eta: 4:03:44, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8473, loss: 0.8473, grad_norm: 6.2350 2021-06-21 22:12:03,205 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-04, eta: 4:03:32, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8540, loss: 0.8540, grad_norm: 6.3208 2021-06-21 22:12:14,387 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-04, eta: 4:03:20, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.4951 2021-06-21 22:12:25,543 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-04, eta: 4:03:08, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.8740, loss: 0.8740, grad_norm: 6.4957 2021-06-21 22:12:36,818 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-04, eta: 4:02:56, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9203, loss_cls: 0.8746, loss: 0.8746, grad_norm: 6.4609 2021-06-21 22:12:48,035 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-04, eta: 4:02:44, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8995, loss: 0.8995, grad_norm: 6.3803 2021-06-21 22:12:59,231 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-04, eta: 4:02:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9305, loss_cls: 0.8798, loss: 0.8798, grad_norm: 6.5286 2021-06-21 22:13:10,485 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-04, eta: 4:02:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9320, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.6555 2021-06-21 22:13:21,705 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-04, eta: 4:02:09, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.8349, loss: 0.8349, grad_norm: 6.4638 2021-06-21 22:13:32,904 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-04, eta: 4:01:57, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8913, loss: 0.8913, grad_norm: 6.4353 2021-06-21 22:13:44,085 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-04, eta: 4:01:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8927, loss: 0.8927, grad_norm: 6.5548 2021-06-21 22:13:55,309 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-04, eta: 4:01:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.5083 2021-06-21 22:14:06,543 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-04, eta: 4:01:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.8845, loss: 0.8845, grad_norm: 6.2130 2021-06-21 22:14:17,737 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-04, eta: 4:01:09, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.5234 2021-06-21 22:14:28,874 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-04, eta: 4:00:57, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8690, loss: 0.8690, grad_norm: 6.5313 2021-06-21 22:14:40,102 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-04, eta: 4:00:45, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.8346, loss: 0.8346, grad_norm: 6.4478 2021-06-21 22:14:51,313 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-04, eta: 4:00:34, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.8090 2021-06-21 22:15:02,603 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-04, eta: 4:00:22, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.8850 2021-06-21 22:15:13,749 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-04, eta: 4:00:10, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8886, loss: 0.8886, grad_norm: 6.4351 2021-06-21 22:15:25,046 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-04, eta: 3:59:58, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.9021, loss: 0.9021, grad_norm: 6.5560 2021-06-21 22:15:36,261 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-04, eta: 3:59:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.5261 2021-06-21 22:15:47,376 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-04, eta: 3:59:34, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.7516 2021-06-21 22:15:58,660 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-04, eta: 3:59:22, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9289, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.6192 2021-06-21 22:16:09,950 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-04, eta: 3:59:10, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8683, loss: 0.8683, grad_norm: 6.1105 2021-06-21 22:16:21,204 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-04, eta: 3:58:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.8921, loss: 0.8921, grad_norm: 6.4939 2021-06-21 22:16:32,481 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-04, eta: 3:58:47, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8960, loss: 0.8960, grad_norm: 6.5604 2021-06-21 22:16:43,613 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-04, eta: 3:58:35, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9572, loss: 0.9572, grad_norm: 6.7455 2021-06-21 22:16:54,815 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-04, eta: 3:58:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9305, loss_cls: 0.9101, loss: 0.9101, grad_norm: 6.5131 2021-06-21 22:17:06,051 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-04, eta: 3:58:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.6056 2021-06-21 22:17:17,223 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-04, eta: 3:57:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.9119, loss: 0.9119, grad_norm: 6.7080 2021-06-21 22:17:28,528 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-04, eta: 3:57:47, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.5981 2021-06-21 22:17:39,747 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-04, eta: 3:57:36, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.5748 2021-06-21 22:17:50,945 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-04, eta: 3:57:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.1838 2021-06-21 22:18:02,188 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-04, eta: 3:57:12, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.8984, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.5551 2021-06-21 22:18:13,419 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-04, eta: 3:57:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8530, loss: 0.8530, grad_norm: 6.2952 2021-06-21 22:18:24,637 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-04, eta: 3:56:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9203, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.4111 2021-06-21 22:18:35,767 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-04, eta: 3:56:36, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8807, loss: 0.8807, grad_norm: 6.4386 2021-06-21 22:18:46,985 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-04, eta: 3:56:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8741, loss: 0.8741, grad_norm: 6.6064 2021-06-21 22:18:58,237 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-04, eta: 3:56:12, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9105, loss: 0.9105, grad_norm: 6.2942 2021-06-21 22:19:09,423 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-04, eta: 3:56:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8765, loss: 0.8765, grad_norm: 6.2599 2021-06-21 22:19:20,593 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-04, eta: 3:55:49, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.9216, loss: 0.9216, grad_norm: 6.7403 2021-06-21 22:19:31,737 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-04, eta: 3:55:37, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8972, loss: 0.8972, grad_norm: 6.5150 2021-06-21 22:19:42,932 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-04, eta: 3:55:25, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.8628, loss: 0.8628, grad_norm: 6.2563 2021-06-21 22:19:54,150 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-04, eta: 3:55:13, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9297, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.7048 2021-06-21 22:20:05,344 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-04, eta: 3:55:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9133, loss_cls: 0.9139, loss: 0.9139, grad_norm: 6.5485 2021-06-21 22:20:16,491 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-04, eta: 3:54:49, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8803, loss: 0.8803, grad_norm: 6.4333 2021-06-21 22:20:27,669 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-04, eta: 3:54:37, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.8863, loss: 0.8863, grad_norm: 6.6258 2021-06-21 22:20:38,890 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-04, eta: 3:54:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8262, loss: 0.8262, grad_norm: 6.2883 2021-06-21 22:20:50,102 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-04, eta: 3:54:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9075, loss: 0.9075, grad_norm: 6.4878 2021-06-21 22:21:01,356 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-04, eta: 3:54:02, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9266, loss_cls: 0.8670, loss: 0.8670, grad_norm: 6.2526 2021-06-21 22:21:12,516 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-04, eta: 3:53:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9258, loss_cls: 0.9364, loss: 0.9364, grad_norm: 6.6092 2021-06-21 22:21:23,730 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-04, eta: 3:53:38, time: 0.561, data_time: 0.000, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9211, loss_cls: 0.9040, loss: 0.9040, grad_norm: 6.3191 2021-06-21 22:21:34,881 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-04, eta: 3:53:26, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9227, loss: 0.9227, grad_norm: 6.4068 2021-06-21 22:21:46,141 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-04, eta: 3:53:14, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.8036 2021-06-21 22:21:57,416 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-04, eta: 3:53:03, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.9107, loss: 0.9107, grad_norm: 6.7315 2021-06-21 22:22:08,590 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-04, eta: 3:52:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9219, loss_cls: 0.8602, loss: 0.8602, grad_norm: 6.3210 2021-06-21 22:22:19,795 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-04, eta: 3:52:39, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.7485 2021-06-21 22:22:30,985 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-04, eta: 3:52:27, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.7322 2021-06-21 22:22:42,209 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-04, eta: 3:52:15, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7945, top5_acc: 0.9344, loss_cls: 0.8302, loss: 0.8302, grad_norm: 6.2408 2021-06-21 22:22:53,465 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-04, eta: 3:52:03, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9258, loss_cls: 0.8561, loss: 0.8561, grad_norm: 6.3528 2021-06-21 22:23:04,624 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-04, eta: 3:51:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.5875 2021-06-21 22:23:15,771 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-04, eta: 3:51:39, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8744, loss: 0.8744, grad_norm: 6.6424 2021-06-21 22:23:26,998 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-04, eta: 3:51:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9234, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.6060 2021-06-21 22:23:38,167 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-04, eta: 3:51:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9164, loss_cls: 0.9099, loss: 0.9099, grad_norm: 6.2771 2021-06-21 22:23:49,385 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-04, eta: 3:51:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9359, loss_cls: 0.8789, loss: 0.8789, grad_norm: 6.8561 2021-06-21 22:24:00,555 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-04, eta: 3:50:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.7143 2021-06-21 22:24:11,772 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-04, eta: 3:50:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9368, loss: 0.9368, grad_norm: 6.5879 2021-06-21 22:24:22,926 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-04, eta: 3:50:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9195, loss_cls: 0.8880, loss: 0.8880, grad_norm: 6.3018 2021-06-21 22:24:34,131 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-04, eta: 3:50:16, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9151, loss: 0.9151, grad_norm: 6.6029 2021-06-21 22:24:45,355 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-04, eta: 3:50:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8520, loss: 0.8520, grad_norm: 6.4076 2021-06-21 22:24:56,534 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-04, eta: 3:49:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9305, loss_cls: 0.8916, loss: 0.8916, grad_norm: 6.5268 2021-06-21 22:25:07,722 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-04, eta: 3:49:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9211, loss_cls: 0.8845, loss: 0.8845, grad_norm: 6.3784 2021-06-21 22:25:18,931 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-04, eta: 3:49:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.3473 2021-06-21 22:25:30,086 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-04, eta: 3:49:17, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9359, loss_cls: 0.8425, loss: 0.8425, grad_norm: 6.4816 2021-06-21 22:25:41,267 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-04, eta: 3:49:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9172, loss_cls: 0.9076, loss: 0.9076, grad_norm: 6.5103 2021-06-21 22:25:52,508 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-04, eta: 3:48:53, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.6229 2021-06-21 22:26:03,707 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-04, eta: 3:48:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9344, loss_cls: 0.8312, loss: 0.8312, grad_norm: 6.1332 2021-06-21 22:26:14,877 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-04, eta: 3:48:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9281, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.6470 2021-06-21 22:26:26,109 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-04, eta: 3:48:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.6538 2021-06-21 22:26:37,368 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-04, eta: 3:48:06, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.6588 2021-06-21 22:26:48,538 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-04, eta: 3:47:54, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9359, loss_cls: 0.8827, loss: 0.8827, grad_norm: 6.7711 2021-06-21 22:26:59,685 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-04, eta: 3:47:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9375, loss_cls: 0.8274, loss: 0.8274, grad_norm: 6.3524 2021-06-21 22:27:10,836 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-04, eta: 3:47:30, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9297, loss_cls: 0.8279, loss: 0.8279, grad_norm: 6.3621 2021-06-21 22:27:22,007 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-04, eta: 3:47:18, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.4528 2021-06-21 22:27:33,231 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-04, eta: 3:47:07, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.5746 2021-06-21 22:27:44,565 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-04, eta: 3:46:55, time: 0.568, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8923, loss: 0.8923, grad_norm: 6.7066 2021-06-21 22:27:55,768 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-04, eta: 3:46:43, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9250, loss: 0.9250, grad_norm: 6.5657 2021-06-21 22:28:06,970 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-04, eta: 3:46:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.8277 2021-06-21 22:28:18,171 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-04, eta: 3:46:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8755, loss: 0.8755, grad_norm: 6.5499 2021-06-21 22:28:29,313 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-04, eta: 3:46:07, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8908, loss: 0.8908, grad_norm: 6.4128 2021-06-21 22:28:40,477 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-04, eta: 3:45:56, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9328, loss_cls: 0.8495, loss: 0.8495, grad_norm: 6.5105 2021-06-21 22:28:51,665 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-04, eta: 3:45:44, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.4638 2021-06-21 22:29:02,895 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-04, eta: 3:45:32, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9109, loss_cls: 0.9483, loss: 0.9483, grad_norm: 6.7871 2021-06-21 22:29:14,117 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-04, eta: 3:45:20, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8843, loss: 0.8843, grad_norm: 6.5448 2021-06-21 22:29:25,284 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-04, eta: 3:45:08, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9273, loss_cls: 0.8332, loss: 0.8332, grad_norm: 6.2477 2021-06-21 22:29:36,509 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-04, eta: 3:44:56, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9548, loss: 0.9548, grad_norm: 6.5497 2021-06-21 22:29:47,744 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-04, eta: 3:44:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9086, loss_cls: 0.9590, loss: 0.9590, grad_norm: 6.4269 2021-06-21 22:29:58,878 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-04, eta: 3:44:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9180, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.5154 2021-06-21 22:30:10,066 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-04, eta: 3:44:21, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.8396 2021-06-21 22:30:21,291 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-04, eta: 3:44:09, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8663, loss: 0.8663, grad_norm: 6.2975 2021-06-21 22:30:32,499 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-04, eta: 3:43:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9250, loss_cls: 0.9315, loss: 0.9315, grad_norm: 6.6227 2021-06-21 22:30:43,700 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-04, eta: 3:43:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.6168 2021-06-21 22:30:54,839 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-04, eta: 3:43:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.3892 2021-06-21 22:31:06,055 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-04, eta: 3:43:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.8852, loss: 0.8852, grad_norm: 6.4930 2021-06-21 22:31:17,218 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-04, eta: 3:43:10, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.8047, top5_acc: 0.9406, loss_cls: 0.8055, loss: 0.8055, grad_norm: 6.3763 2021-06-21 22:31:28,509 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-04, eta: 3:42:58, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8726, loss: 0.8726, grad_norm: 6.5181 2021-06-21 22:31:39,692 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-04, eta: 3:42:46, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9135, loss: 0.9135, grad_norm: 6.6347 2021-06-21 22:31:50,913 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-04, eta: 3:42:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.6647 2021-06-21 22:32:02,118 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-04, eta: 3:42:22, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.7683 2021-06-21 22:32:13,302 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-04, eta: 3:42:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.8863, loss: 0.8863, grad_norm: 6.4711 2021-06-21 22:32:24,447 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-04, eta: 3:41:59, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.7660 2021-06-21 22:32:35,624 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-04, eta: 3:41:47, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.3620 2021-06-21 22:32:46,796 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-04, eta: 3:41:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.8786 2021-06-21 22:32:57,972 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-04, eta: 3:41:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8456, loss: 0.8456, grad_norm: 6.1890 2021-06-21 22:33:09,156 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-04, eta: 3:41:11, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9273, loss_cls: 0.8198, loss: 0.8198, grad_norm: 6.1851 2021-06-21 22:33:20,352 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-04, eta: 3:40:59, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9164, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.6552 2021-06-21 22:33:31,514 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-04, eta: 3:40:47, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9320, loss_cls: 0.8126, loss: 0.8126, grad_norm: 6.2592 2021-06-21 22:33:42,680 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-04, eta: 3:40:36, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.8779, loss: 0.8779, grad_norm: 6.4749 2021-06-21 22:33:53,849 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-04, eta: 3:40:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.6105 2021-06-21 22:34:05,113 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-04, eta: 3:40:12, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.8976, loss: 0.8976, grad_norm: 6.6521 2021-06-21 22:34:16,296 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-04, eta: 3:40:00, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.7679 2021-06-21 22:34:27,493 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-04, eta: 3:39:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9344, loss_cls: 0.8337, loss: 0.8337, grad_norm: 6.3381 2021-06-21 22:34:38,623 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-04, eta: 3:39:36, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9305, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.2514 2021-06-21 22:34:49,815 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-04, eta: 3:39:25, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9250, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.5175 2021-06-21 22:37:28,781 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 22:37:29,503 - mmaction - INFO - top1_acc 0.6921 top5_acc 0.8911 2021-06-21 22:37:29,503 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 22:37:29,566 - mmaction - INFO - mean_acc 0.6919 2021-06-21 22:37:30,014 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_44.pth. 2021-06-21 22:37:30,015 - mmaction - INFO - Best top1_acc is 0.6921 at 44 epoch. 2021-06-21 22:37:30,031 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-06-21 22:37:30,855 - mmaction - INFO - Epoch(val) [44][207] top1_acc: 0.6921, top5_acc: 0.8911, mean_class_accuracy: 0.6919 2021-06-21 22:38:32,654 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-04, eta: 3:39:17, time: 3.085, data_time: 2.415, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.5547 2021-06-21 22:38:43,650 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-04, eta: 3:39:05, time: 0.552, data_time: 0.004, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.8193 2021-06-21 22:38:54,670 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-04, eta: 3:38:53, time: 0.551, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9254, loss: 0.9254, grad_norm: 6.7838 2021-06-21 22:39:05,707 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-04, eta: 3:38:41, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9108, loss: 0.9108, grad_norm: 6.6321 2021-06-21 22:39:16,732 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-04, eta: 3:38:29, time: 0.551, data_time: 0.001, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.8706 2021-06-21 22:39:27,791 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-04, eta: 3:38:18, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9391, loss_cls: 0.8609, loss: 0.8609, grad_norm: 6.3289 2021-06-21 22:39:38,864 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-04, eta: 3:38:06, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9375, loss_cls: 0.8315, loss: 0.8315, grad_norm: 6.3376 2021-06-21 22:39:50,060 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-04, eta: 3:37:54, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9136, loss: 0.9136, grad_norm: 6.6680 2021-06-21 22:40:01,266 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-04, eta: 3:37:42, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8489, loss: 0.8489, grad_norm: 6.5674 2021-06-21 22:40:12,540 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-04, eta: 3:37:30, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9227, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.7158 2021-06-21 22:40:23,743 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-04, eta: 3:37:18, time: 0.560, data_time: 0.000, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9172, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.5405 2021-06-21 22:40:34,976 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-04, eta: 3:37:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.7013 2021-06-21 22:40:46,212 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-04, eta: 3:36:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9056, loss: 0.9056, grad_norm: 6.8026 2021-06-21 22:40:57,445 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-04, eta: 3:36:43, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9109, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.2970 2021-06-21 22:41:08,639 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-04, eta: 3:36:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.7843 2021-06-21 22:41:19,982 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-04, eta: 3:36:19, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9375, loss_cls: 0.8478, loss: 0.8478, grad_norm: 6.5976 2021-06-21 22:41:31,222 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-04, eta: 3:36:07, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.7080 2021-06-21 22:41:42,458 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-04, eta: 3:35:55, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.3931 2021-06-21 22:41:53,649 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-04, eta: 3:35:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9102, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.4402 2021-06-21 22:42:04,825 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-04, eta: 3:35:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.6258 2021-06-21 22:42:16,084 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-04, eta: 3:35:20, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.8035, loss: 0.8035, grad_norm: 6.2377 2021-06-21 22:42:27,234 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-04, eta: 3:35:08, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.5530 2021-06-21 22:42:38,451 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-04, eta: 3:34:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8878, loss: 0.8878, grad_norm: 6.4712 2021-06-21 22:42:49,700 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-04, eta: 3:34:44, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.7586 2021-06-21 22:43:00,957 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-04, eta: 3:34:33, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.4874 2021-06-21 22:43:12,194 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-04, eta: 3:34:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.4684 2021-06-21 22:43:23,331 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-04, eta: 3:34:09, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9187, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.6190 2021-06-21 22:43:34,541 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-04, eta: 3:33:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8827, loss: 0.8827, grad_norm: 6.4857 2021-06-21 22:43:45,770 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-04, eta: 3:33:45, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.6491 2021-06-21 22:43:56,919 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-04, eta: 3:33:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9336, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.5502 2021-06-21 22:44:08,161 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-04, eta: 3:33:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.3873 2021-06-21 22:44:19,325 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-04, eta: 3:33:10, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.8828, loss: 0.8828, grad_norm: 6.3391 2021-06-21 22:44:30,509 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-04, eta: 3:32:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.4995 2021-06-21 22:44:41,692 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-04, eta: 3:32:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9187, loss_cls: 0.8905, loss: 0.8905, grad_norm: 6.5307 2021-06-21 22:44:52,909 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-04, eta: 3:32:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.7210 2021-06-21 22:45:04,107 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-04, eta: 3:32:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.9725 2021-06-21 22:45:15,259 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-04, eta: 3:32:10, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.4045 2021-06-21 22:45:26,430 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-04, eta: 3:31:59, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9273, loss_cls: 0.9050, loss: 0.9050, grad_norm: 6.5583 2021-06-21 22:45:37,666 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-04, eta: 3:31:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8767, loss: 0.8767, grad_norm: 6.4097 2021-06-21 22:45:48,909 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-04, eta: 3:31:35, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9401, loss: 0.9401, grad_norm: 6.7129 2021-06-21 22:46:00,081 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-04, eta: 3:31:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9125, loss_cls: 0.9236, loss: 0.9236, grad_norm: 6.4332 2021-06-21 22:46:11,235 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-04, eta: 3:31:11, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9352, loss_cls: 0.8216, loss: 0.8216, grad_norm: 6.0832 2021-06-21 22:46:22,477 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-04, eta: 3:30:59, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.6311 2021-06-21 22:46:33,704 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-04, eta: 3:30:48, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.9084, loss: 0.9084, grad_norm: 6.5252 2021-06-21 22:46:44,915 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-04, eta: 3:30:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.8151, loss: 0.8151, grad_norm: 6.1695 2021-06-21 22:46:56,102 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-04, eta: 3:30:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8514, loss: 0.8514, grad_norm: 6.4793 2021-06-21 22:47:07,312 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-04, eta: 3:30:12, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9367, loss_cls: 0.8239, loss: 0.8239, grad_norm: 6.3355 2021-06-21 22:47:18,563 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-04, eta: 3:30:00, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9211, loss_cls: 0.8465, loss: 0.8465, grad_norm: 6.2609 2021-06-21 22:47:29,782 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-04, eta: 3:29:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9026, loss: 0.9026, grad_norm: 6.4943 2021-06-21 22:47:40,982 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-04, eta: 3:29:37, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9180, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.8102 2021-06-21 22:47:52,263 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-04, eta: 3:29:25, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9156, loss_cls: 0.9180, loss: 0.9180, grad_norm: 6.4843 2021-06-21 22:48:03,433 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-04, eta: 3:29:13, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.9036, loss: 0.9036, grad_norm: 6.6076 2021-06-21 22:48:14,635 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-04, eta: 3:29:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8781, loss: 0.8781, grad_norm: 6.4691 2021-06-21 22:48:25,806 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-04, eta: 3:28:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8671, loss: 0.8671, grad_norm: 6.3586 2021-06-21 22:48:36,949 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-04, eta: 3:28:37, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8355, loss: 0.8355, grad_norm: 6.3442 2021-06-21 22:48:48,145 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-04, eta: 3:28:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9273, loss_cls: 0.8432, loss: 0.8432, grad_norm: 6.3272 2021-06-21 22:48:59,391 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-04, eta: 3:28:14, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9117, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.3673 2021-06-21 22:49:10,596 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-04, eta: 3:28:02, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.5818 2021-06-21 22:49:21,867 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-04, eta: 3:27:50, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9336, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.5786 2021-06-21 22:49:33,055 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-04, eta: 3:27:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.9126, loss: 0.9126, grad_norm: 6.6921 2021-06-21 22:49:44,261 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-04, eta: 3:27:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8495, loss: 0.8495, grad_norm: 6.2511 2021-06-21 22:49:55,527 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-04, eta: 3:27:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8917, loss: 0.8917, grad_norm: 6.3843 2021-06-21 22:50:06,716 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-04, eta: 3:27:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.6813 2021-06-21 22:50:17,907 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-04, eta: 3:26:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9242, loss_cls: 0.9227, loss: 0.9227, grad_norm: 6.7510 2021-06-21 22:50:29,068 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-04, eta: 3:26:39, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9180, loss_cls: 0.8922, loss: 0.8922, grad_norm: 6.6275 2021-06-21 22:50:40,291 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-04, eta: 3:26:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8707, loss: 0.8707, grad_norm: 6.4298 2021-06-21 22:50:51,481 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-04, eta: 3:26:15, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.5613 2021-06-21 22:51:02,628 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-04, eta: 3:26:04, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8716, loss: 0.8716, grad_norm: 6.3685 2021-06-21 22:51:13,820 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-04, eta: 3:25:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9109, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.2927 2021-06-21 22:51:24,939 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-04, eta: 3:25:40, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9328, loss_cls: 0.7908, loss: 0.7908, grad_norm: 6.1635 2021-06-21 22:51:36,146 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-04, eta: 3:25:28, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9211, loss_cls: 0.8935, loss: 0.8935, grad_norm: 6.3521 2021-06-21 22:51:47,342 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-04, eta: 3:25:16, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.3894 2021-06-21 22:51:58,610 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-04, eta: 3:25:04, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.8427 2021-06-21 22:52:09,801 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-04, eta: 3:24:53, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9242, loss_cls: 0.8703, loss: 0.8703, grad_norm: 6.5103 2021-06-21 22:52:20,963 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-04, eta: 3:24:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.5237 2021-06-21 22:52:32,151 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-04, eta: 3:24:29, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.6276 2021-06-21 22:52:43,307 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-04, eta: 3:24:17, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8518, loss: 0.8518, grad_norm: 6.3767 2021-06-21 22:52:54,520 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-04, eta: 3:24:05, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9320, loss_cls: 0.8726, loss: 0.8726, grad_norm: 6.7043 2021-06-21 22:53:05,716 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-04, eta: 3:23:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9156, loss_cls: 0.8857, loss: 0.8857, grad_norm: 6.1948 2021-06-21 22:53:16,894 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-04, eta: 3:23:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.9117, loss: 0.9117, grad_norm: 6.4826 2021-06-21 22:53:28,149 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-04, eta: 3:23:30, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.2362 2021-06-21 22:53:39,354 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-04, eta: 3:23:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9313, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.4715 2021-06-21 22:53:50,606 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-04, eta: 3:23:06, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8921, loss: 0.8921, grad_norm: 6.5101 2021-06-21 22:54:01,767 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-04, eta: 3:22:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.8889, loss: 0.8889, grad_norm: 6.5486 2021-06-21 22:54:12,949 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-04, eta: 3:22:43, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.5227 2021-06-21 22:54:24,141 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-04, eta: 3:22:31, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8952, loss: 0.8952, grad_norm: 6.3807 2021-06-21 22:54:35,358 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-04, eta: 3:22:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.4162 2021-06-21 22:54:46,560 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-04, eta: 3:22:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.4689 2021-06-21 22:54:57,833 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-04, eta: 3:21:55, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.5438 2021-06-21 22:55:09,052 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-04, eta: 3:21:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9383, loss_cls: 0.8626, loss: 0.8626, grad_norm: 6.4692 2021-06-21 22:55:20,274 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-04, eta: 3:21:32, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9313, loss_cls: 0.8405, loss: 0.8405, grad_norm: 6.3626 2021-06-21 22:55:31,556 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-04, eta: 3:21:20, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9283, loss: 0.9283, grad_norm: 6.4432 2021-06-21 22:55:42,766 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-04, eta: 3:21:08, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9367, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.5684 2021-06-21 22:55:53,898 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-04, eta: 3:20:56, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.9264, loss: 0.9264, grad_norm: 6.8629 2021-06-21 22:56:05,078 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-04, eta: 3:20:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.8362, loss: 0.8362, grad_norm: 6.4271 2021-06-21 22:56:16,249 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-04, eta: 3:20:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8693, loss: 0.8693, grad_norm: 6.3906 2021-06-21 22:56:27,508 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-04, eta: 3:20:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.3782 2021-06-21 22:56:38,757 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-04, eta: 3:20:09, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9328, loss_cls: 0.8482, loss: 0.8482, grad_norm: 6.4955 2021-06-21 22:56:49,967 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-04, eta: 3:19:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9187, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.4944 2021-06-21 22:57:01,232 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-04, eta: 3:19:45, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9125, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.8325 2021-06-21 22:57:12,428 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-04, eta: 3:19:34, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9141, loss_cls: 0.9184, loss: 0.9184, grad_norm: 6.4655 2021-06-21 22:57:23,648 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-04, eta: 3:19:22, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9227, loss_cls: 0.8688, loss: 0.8688, grad_norm: 6.4426 2021-06-21 22:57:34,844 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-04, eta: 3:19:10, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.6278 2021-06-21 22:57:46,095 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-04, eta: 3:18:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8651, loss: 0.8651, grad_norm: 6.5464 2021-06-21 22:57:57,306 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-04, eta: 3:18:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.7767 2021-06-21 22:58:08,499 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-04, eta: 3:18:34, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8751, loss: 0.8751, grad_norm: 6.3026 2021-06-21 22:58:19,760 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-04, eta: 3:18:23, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8545, loss: 0.8545, grad_norm: 6.5769 2021-06-21 22:58:30,943 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-04, eta: 3:18:11, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9313, loss_cls: 0.8610, loss: 0.8610, grad_norm: 6.6179 2021-06-21 22:58:42,100 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-04, eta: 3:17:59, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8585, loss: 0.8585, grad_norm: 6.2933 2021-06-21 22:58:53,355 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-04, eta: 3:17:47, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9203, loss_cls: 0.8934, loss: 0.8934, grad_norm: 6.4627 2021-06-21 22:59:04,635 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-04, eta: 3:17:35, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.6566 2021-06-21 22:59:15,803 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-04, eta: 3:17:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9352, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.4356 2021-06-21 22:59:26,965 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-04, eta: 3:17:12, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.6603 2021-06-21 22:59:38,180 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-04, eta: 3:17:00, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.8891, loss: 0.8891, grad_norm: 6.5213 2021-06-21 22:59:49,457 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-04, eta: 3:16:48, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.9077, loss: 0.9077, grad_norm: 6.5332 2021-06-21 23:00:00,693 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-04, eta: 3:16:36, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.8881, loss: 0.8881, grad_norm: 6.4456 2021-06-21 23:00:11,889 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-04, eta: 3:16:25, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.5983 2021-06-21 23:00:23,091 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-04, eta: 3:16:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9102, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.6424 2021-06-21 23:00:34,258 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-04, eta: 3:16:01, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.9045, loss: 0.9045, grad_norm: 6.7018 2021-06-21 23:00:45,467 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-04, eta: 3:15:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.5777 2021-06-21 23:00:56,606 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-04, eta: 3:15:37, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9266, loss_cls: 0.8963, loss: 0.8963, grad_norm: 6.4736 2021-06-21 23:01:07,820 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-04, eta: 3:15:26, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8677, loss: 0.8677, grad_norm: 6.4657 2021-06-21 23:01:19,104 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-04, eta: 3:15:14, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8656, loss: 0.8656, grad_norm: 6.3839 2021-06-21 23:01:30,332 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-04, eta: 3:15:02, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8840, loss: 0.8840, grad_norm: 6.3004 2021-06-21 23:01:41,476 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-04, eta: 3:14:50, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9234, loss_cls: 0.8498, loss: 0.8498, grad_norm: 6.4093 2021-06-21 23:01:52,687 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-04, eta: 3:14:38, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.8791, loss: 0.8791, grad_norm: 6.5847 2021-06-21 23:02:03,886 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-04, eta: 3:14:27, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9289, loss_cls: 0.8698, loss: 0.8698, grad_norm: 6.6569 2021-06-21 23:02:15,127 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-04, eta: 3:14:15, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9414, loss_cls: 0.7844, loss: 0.7844, grad_norm: 6.2326 2021-06-21 23:02:26,308 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-04, eta: 3:14:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8352, loss: 0.8352, grad_norm: 6.2557 2021-06-21 23:02:37,449 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-04, eta: 3:13:51, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.1382 2021-06-21 23:02:48,670 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-04, eta: 3:13:39, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8700, loss: 0.8700, grad_norm: 6.4916 2021-06-21 23:02:59,915 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-04, eta: 3:13:28, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8832, loss: 0.8832, grad_norm: 6.5893 2021-06-21 23:03:11,176 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-04, eta: 3:13:16, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8522, loss: 0.8522, grad_norm: 6.5370 2021-06-21 23:03:22,354 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-04, eta: 3:13:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.5185 2021-06-21 23:03:33,486 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-04, eta: 3:12:52, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.7905 2021-06-21 23:03:44,682 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-04, eta: 3:12:40, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.6522 2021-06-21 23:03:55,910 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-04, eta: 3:12:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9195, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.5587 2021-06-21 23:04:07,133 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-04, eta: 3:12:17, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8461, loss: 0.8461, grad_norm: 6.4295 2021-06-21 23:04:18,406 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-04, eta: 3:12:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.8865, loss: 0.8865, grad_norm: 6.4456 2021-06-21 23:04:29,609 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-04, eta: 3:11:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9383, loss_cls: 0.8277, loss: 0.8277, grad_norm: 6.2604 2021-06-21 23:04:40,816 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-04, eta: 3:11:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9094, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.5237 2021-06-21 23:04:52,029 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-04, eta: 3:11:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8940, loss: 0.8940, grad_norm: 6.5829 2021-06-21 23:05:03,203 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-04, eta: 3:11:18, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9234, loss_cls: 0.7923, loss: 0.7923, grad_norm: 6.0786 2021-06-21 23:05:14,463 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-04, eta: 3:11:06, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.6423 2021-06-21 23:05:25,674 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-04, eta: 3:10:54, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9172, loss_cls: 0.8755, loss: 0.8755, grad_norm: 6.1937 2021-06-21 23:05:36,934 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-04, eta: 3:10:42, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8968, loss: 0.8968, grad_norm: 6.5860 2021-06-21 23:05:48,103 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-04, eta: 3:10:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8937, loss: 0.8937, grad_norm: 6.4469 2021-06-21 23:05:59,332 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-04, eta: 3:10:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9181, loss: 0.9181, grad_norm: 6.6069 2021-06-21 23:06:10,583 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-04, eta: 3:10:07, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.6498 2021-06-21 23:06:21,733 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-04, eta: 3:09:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.6404 2021-06-21 23:06:32,913 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-04, eta: 3:09:43, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.8788 2021-06-21 23:06:44,214 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-04, eta: 3:09:32, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9313, loss_cls: 0.7837, loss: 0.7837, grad_norm: 6.0885 2021-06-21 23:06:55,483 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-04, eta: 3:09:20, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.8306 2021-06-21 23:07:06,612 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-04, eta: 3:09:08, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8775, loss: 0.8775, grad_norm: 6.4779 2021-06-21 23:07:17,839 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-04, eta: 3:08:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9133, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.5153 2021-06-21 23:07:28,967 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-04, eta: 3:08:44, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.8988, loss: 0.8988, grad_norm: 6.6188 2021-06-21 23:07:40,198 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-04, eta: 3:08:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9266, loss_cls: 0.8543, loss: 0.8543, grad_norm: 6.3536 2021-06-21 23:07:51,352 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-04, eta: 3:08:21, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9273, loss_cls: 0.8718, loss: 0.8718, grad_norm: 6.4462 2021-06-21 23:08:02,507 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-04, eta: 3:08:09, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8825, loss: 0.8825, grad_norm: 6.6330 2021-06-21 23:08:13,650 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-04, eta: 3:07:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8431, loss: 0.8431, grad_norm: 6.2989 2021-06-21 23:08:24,835 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-04, eta: 3:07:45, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9109, loss_cls: 0.9254, loss: 0.9254, grad_norm: 6.4398 2021-06-21 23:08:36,070 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-04, eta: 3:07:34, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.8025 2021-06-21 23:08:47,360 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-04, eta: 3:07:22, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.6099 2021-06-21 23:08:58,534 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-04, eta: 3:07:10, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.8023, top5_acc: 0.9258, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.1322 2021-06-21 23:09:09,748 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-04, eta: 3:06:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.8698, loss: 0.8698, grad_norm: 6.5099 2021-06-21 23:09:20,961 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-04, eta: 3:06:46, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8906, loss: 0.8906, grad_norm: 6.5311 2021-06-21 23:09:32,116 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-04, eta: 3:06:35, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.8317, loss: 0.8317, grad_norm: 6.4300 2021-06-21 23:09:43,270 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-04, eta: 3:06:23, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9177, loss: 0.9177, grad_norm: 6.7442 2021-06-21 23:09:54,429 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-04, eta: 3:06:11, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.8938, loss: 0.8938, grad_norm: 6.5131 2021-06-21 23:10:05,677 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-04, eta: 3:05:59, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8757, loss: 0.8757, grad_norm: 6.4814 2021-06-21 23:10:16,878 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-04, eta: 3:05:47, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8813, loss: 0.8813, grad_norm: 6.5913 2021-06-21 23:10:28,069 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-04, eta: 3:05:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.8519 2021-06-21 23:10:39,343 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-04, eta: 3:05:24, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8688, loss: 0.8688, grad_norm: 6.4122 2021-06-21 23:10:50,537 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-04, eta: 3:05:12, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8700, loss: 0.8700, grad_norm: 6.2295 2021-06-21 23:11:01,803 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-04, eta: 3:05:00, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.5664 2021-06-21 23:11:12,935 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-04, eta: 3:04:49, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.5614 2021-06-21 23:11:24,104 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-04, eta: 3:04:37, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.6437 2021-06-21 23:11:35,266 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-04, eta: 3:04:25, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9227, loss_cls: 0.8566, loss: 0.8566, grad_norm: 6.3007 2021-06-21 23:11:46,482 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-04, eta: 3:04:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7977, top5_acc: 0.9258, loss_cls: 0.8514, loss: 0.8514, grad_norm: 6.4669 2021-06-21 23:11:57,665 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-04, eta: 3:04:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8610, loss: 0.8610, grad_norm: 6.4883 2021-06-21 23:12:08,831 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-04, eta: 3:03:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.7013 2021-06-21 23:12:19,981 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-04, eta: 3:03:38, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9258, loss_cls: 0.8539, loss: 0.8539, grad_norm: 6.4607 2021-06-21 23:12:31,224 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-04, eta: 3:03:26, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.7356 2021-06-21 23:12:42,485 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-04, eta: 3:03:14, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.6926 2021-06-21 23:12:53,690 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-04, eta: 3:03:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8444, loss: 0.8444, grad_norm: 6.4759 2021-06-21 23:13:04,805 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-04, eta: 3:02:51, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.9105, loss: 0.9105, grad_norm: 6.4874 2021-06-21 23:13:15,945 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-04, eta: 3:02:39, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8758, loss: 0.8758, grad_norm: 6.5279 2021-06-21 23:15:37,269 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 23:15:37,951 - mmaction - INFO - top1_acc 0.6896 top5_acc 0.8913 2021-06-21 23:15:37,952 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 23:15:37,977 - mmaction - INFO - mean_acc 0.6896 2021-06-21 23:15:37,984 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-06-21 23:15:39,095 - mmaction - INFO - Epoch(val) [45][207] top1_acc: 0.6896, top5_acc: 0.8913, mean_class_accuracy: 0.6896 2021-06-21 23:16:44,422 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-04, eta: 3:02:29, time: 3.264, data_time: 2.677, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8445, loss: 0.8445, grad_norm: 6.4886 2021-06-21 23:16:55,435 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-04, eta: 3:02:18, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7984, top5_acc: 0.9344, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.2346 2021-06-21 23:17:06,462 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-04, eta: 3:02:06, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9359, loss_cls: 0.8607, loss: 0.8607, grad_norm: 6.4756 2021-06-21 23:17:17,492 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-04, eta: 3:01:54, time: 0.553, data_time: 0.003, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8875, loss: 0.8875, grad_norm: 6.4490 2021-06-21 23:17:28,534 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-04, eta: 3:01:42, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8817, loss: 0.8817, grad_norm: 6.5219 2021-06-21 23:17:39,610 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-04, eta: 3:01:30, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9266, loss_cls: 0.8417, loss: 0.8417, grad_norm: 6.3012 2021-06-21 23:17:50,791 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-04, eta: 3:01:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8822, loss: 0.8822, grad_norm: 6.7642 2021-06-21 23:18:01,976 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-04, eta: 3:01:07, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9297, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.7448 2021-06-21 23:18:13,172 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-04, eta: 3:00:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8842, loss: 0.8842, grad_norm: 6.2599 2021-06-21 23:18:24,377 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-04, eta: 3:00:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8289, loss: 0.8289, grad_norm: 6.6723 2021-06-21 23:18:35,660 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-04, eta: 3:00:31, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.5693 2021-06-21 23:18:46,936 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-04, eta: 3:00:19, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.5971 2021-06-21 23:18:58,261 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-04, eta: 3:00:08, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9211, loss_cls: 0.8964, loss: 0.8964, grad_norm: 6.4188 2021-06-21 23:19:09,458 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-04, eta: 2:59:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.9142, loss: 0.9142, grad_norm: 6.7966 2021-06-21 23:19:20,702 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-04, eta: 2:59:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.5456 2021-06-21 23:19:31,928 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-04, eta: 2:59:32, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8748, loss: 0.8748, grad_norm: 6.4676 2021-06-21 23:19:43,162 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-04, eta: 2:59:20, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9417, loss: 0.9417, grad_norm: 6.6404 2021-06-21 23:19:54,399 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-04, eta: 2:59:09, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8701, loss: 0.8701, grad_norm: 6.6569 2021-06-21 23:20:06,899 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-04, eta: 2:58:57, time: 0.617, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.8837, loss: 0.8837, grad_norm: 6.4954 2021-06-21 23:20:18,088 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-04, eta: 2:58:45, time: 0.568, data_time: 0.009, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.5172 2021-06-21 23:20:29,243 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-04, eta: 2:58:34, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.3189 2021-06-21 23:20:40,390 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-04, eta: 2:58:22, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8897, loss: 0.8897, grad_norm: 6.5711 2021-06-21 23:20:51,612 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-04, eta: 2:58:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8872, loss: 0.8872, grad_norm: 6.5472 2021-06-21 23:21:02,758 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-04, eta: 2:57:58, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9142, loss: 0.9142, grad_norm: 6.6736 2021-06-21 23:21:14,045 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-04, eta: 2:57:46, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9227, loss_cls: 0.8391, loss: 0.8391, grad_norm: 6.3226 2021-06-21 23:21:25,288 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-04, eta: 2:57:35, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9219, loss_cls: 0.9023, loss: 0.9023, grad_norm: 6.3389 2021-06-21 23:21:36,490 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-04, eta: 2:57:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.6016 2021-06-21 23:21:47,612 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-04, eta: 2:57:11, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.6900 2021-06-21 23:21:58,894 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-04, eta: 2:56:59, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9148, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.6027 2021-06-21 23:22:10,064 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-04, eta: 2:56:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8860, loss: 0.8860, grad_norm: 6.4553 2021-06-21 23:22:21,273 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-04, eta: 2:56:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.6704 2021-06-21 23:22:32,425 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-04, eta: 2:56:24, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9320, loss_cls: 0.8077, loss: 0.8077, grad_norm: 6.0809 2021-06-21 23:22:43,621 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-04, eta: 2:56:12, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9320, loss_cls: 0.8186, loss: 0.8186, grad_norm: 6.3632 2021-06-21 23:22:54,902 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-04, eta: 2:56:00, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9128, loss: 0.9128, grad_norm: 6.4666 2021-06-21 23:23:06,114 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-04, eta: 2:55:49, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.6925 2021-06-21 23:23:17,325 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-04, eta: 2:55:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9276, loss: 0.9276, grad_norm: 6.5121 2021-06-21 23:23:28,538 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-04, eta: 2:55:25, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9180, loss_cls: 0.8725, loss: 0.8725, grad_norm: 6.3601 2021-06-21 23:23:39,747 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-04, eta: 2:55:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.8900, loss: 0.8900, grad_norm: 6.5204 2021-06-21 23:23:50,951 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-04, eta: 2:55:01, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8787, loss: 0.8787, grad_norm: 6.7047 2021-06-21 23:24:02,098 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-04, eta: 2:54:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.8971, loss: 0.8971, grad_norm: 6.6284 2021-06-21 23:24:13,337 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-04, eta: 2:54:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9195, loss_cls: 0.8646, loss: 0.8646, grad_norm: 6.3891 2021-06-21 23:24:24,535 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-04, eta: 2:54:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9111, loss: 0.9111, grad_norm: 6.6182 2021-06-21 23:24:35,697 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-04, eta: 2:54:14, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.6060 2021-06-21 23:24:46,961 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-04, eta: 2:54:02, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8662, loss: 0.8662, grad_norm: 6.3081 2021-06-21 23:24:58,209 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-04, eta: 2:53:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.7595 2021-06-21 23:25:09,352 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-04, eta: 2:53:39, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8674, loss: 0.8674, grad_norm: 6.6378 2021-06-21 23:25:20,595 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-04, eta: 2:53:27, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.9113, loss: 0.9113, grad_norm: 6.5529 2021-06-21 23:25:31,810 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-04, eta: 2:53:15, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9099, loss: 0.9099, grad_norm: 6.4082 2021-06-21 23:25:43,071 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-04, eta: 2:53:04, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.9260, loss: 0.9260, grad_norm: 6.6591 2021-06-21 23:25:54,308 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-04, eta: 2:52:52, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9035, loss: 0.9035, grad_norm: 6.7683 2021-06-21 23:26:05,555 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-04, eta: 2:52:40, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.5717 2021-06-21 23:26:16,762 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-04, eta: 2:52:28, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8679, loss: 0.8679, grad_norm: 6.4579 2021-06-21 23:26:27,899 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-04, eta: 2:52:16, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9234, loss_cls: 0.9470, loss: 0.9470, grad_norm: 6.5735 2021-06-21 23:26:39,105 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-04, eta: 2:52:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9305, loss_cls: 0.8178, loss: 0.8178, grad_norm: 6.5594 2021-06-21 23:26:50,311 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-04, eta: 2:51:53, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9305, loss_cls: 0.8486, loss: 0.8486, grad_norm: 6.4319 2021-06-21 23:27:01,657 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-04, eta: 2:51:41, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9102, loss_cls: 0.9321, loss: 0.9321, grad_norm: 6.7696 2021-06-21 23:27:12,906 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-04, eta: 2:51:29, time: 0.566, data_time: 0.005, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9320, loss_cls: 0.8874, loss: 0.8874, grad_norm: 6.7014 2021-06-21 23:27:24,110 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-04, eta: 2:51:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8682, loss: 0.8682, grad_norm: 6.3547 2021-06-21 23:27:35,351 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-04, eta: 2:51:06, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.8994, loss: 0.8994, grad_norm: 6.6782 2021-06-21 23:27:46,597 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-04, eta: 2:50:54, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8396, loss: 0.8396, grad_norm: 6.4148 2021-06-21 23:27:57,748 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-04, eta: 2:50:42, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9654, loss: 0.9654, grad_norm: 6.7074 2021-06-21 23:28:08,937 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-04, eta: 2:50:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9359, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.3444 2021-06-21 23:28:20,241 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-04, eta: 2:50:19, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.9492 2021-06-21 23:28:31,414 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-04, eta: 2:50:07, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8451, loss: 0.8451, grad_norm: 6.2458 2021-06-21 23:28:42,664 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-04, eta: 2:49:55, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.5524 2021-06-21 23:28:53,874 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-04, eta: 2:49:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9344, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.5015 2021-06-21 23:29:05,092 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-04, eta: 2:49:32, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.8599, loss: 0.8599, grad_norm: 6.5312 2021-06-21 23:29:16,262 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-04, eta: 2:49:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8662, loss: 0.8662, grad_norm: 6.4511 2021-06-21 23:29:27,584 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-04, eta: 2:49:08, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.8134, loss: 0.8134, grad_norm: 6.2637 2021-06-21 23:29:38,787 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-04, eta: 2:48:56, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9117, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.7809 2021-06-21 23:29:49,947 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-04, eta: 2:48:45, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.4343 2021-06-21 23:30:01,253 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-04, eta: 2:48:33, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8467, loss: 0.8467, grad_norm: 6.3931 2021-06-21 23:30:12,524 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-04, eta: 2:48:21, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8612, loss: 0.8612, grad_norm: 6.4845 2021-06-21 23:30:23,738 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-04, eta: 2:48:09, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.9038, loss: 0.9038, grad_norm: 6.4461 2021-06-21 23:30:34,854 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-04, eta: 2:47:57, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9297, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.5344 2021-06-21 23:30:46,007 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-04, eta: 2:47:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.4646 2021-06-21 23:30:57,237 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-04, eta: 2:47:34, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8772, loss: 0.8772, grad_norm: 6.5918 2021-06-21 23:31:08,494 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-04, eta: 2:47:22, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8790, loss: 0.8790, grad_norm: 6.6240 2021-06-21 23:31:19,706 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-04, eta: 2:47:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8744, loss: 0.8744, grad_norm: 6.2753 2021-06-21 23:31:30,894 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-04, eta: 2:46:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.7077 2021-06-21 23:31:42,087 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-04, eta: 2:46:47, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8580, loss: 0.8580, grad_norm: 6.2853 2021-06-21 23:31:53,226 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-04, eta: 2:46:35, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9164, loss_cls: 0.8584, loss: 0.8584, grad_norm: 6.2368 2021-06-21 23:32:04,489 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-04, eta: 2:46:23, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.8200, loss: 0.8200, grad_norm: 6.4707 2021-06-21 23:32:15,655 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-04, eta: 2:46:11, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8131, loss: 0.8131, grad_norm: 6.0817 2021-06-21 23:32:26,925 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-04, eta: 2:46:00, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8500, loss: 0.8500, grad_norm: 6.1076 2021-06-21 23:32:38,077 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-04, eta: 2:45:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.6022 2021-06-21 23:32:49,276 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-04, eta: 2:45:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8856, loss: 0.8856, grad_norm: 6.6395 2021-06-21 23:33:00,486 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-04, eta: 2:45:24, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9305, loss_cls: 0.8683, loss: 0.8683, grad_norm: 6.5870 2021-06-21 23:33:11,703 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-04, eta: 2:45:13, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8720, loss: 0.8720, grad_norm: 6.4503 2021-06-21 23:33:22,894 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-04, eta: 2:45:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9258, loss_cls: 0.8687, loss: 0.8687, grad_norm: 6.5180 2021-06-21 23:33:34,069 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-04, eta: 2:44:49, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8625, loss: 0.8625, grad_norm: 6.3357 2021-06-21 23:33:45,343 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-04, eta: 2:44:37, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9195, loss_cls: 0.9015, loss: 0.9015, grad_norm: 6.4200 2021-06-21 23:33:56,495 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-04, eta: 2:44:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8851, loss: 0.8851, grad_norm: 6.4330 2021-06-21 23:34:07,722 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-04, eta: 2:44:14, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9344, loss_cls: 0.8771, loss: 0.8771, grad_norm: 6.6248 2021-06-21 23:34:18,952 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-04, eta: 2:44:02, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9172, loss_cls: 0.9057, loss: 0.9057, grad_norm: 6.5630 2021-06-21 23:34:30,184 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-04, eta: 2:43:50, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.9063, loss: 0.9063, grad_norm: 6.5476 2021-06-21 23:34:41,363 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-04, eta: 2:43:38, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.7035 2021-06-21 23:34:52,598 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-04, eta: 2:43:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9336, loss_cls: 0.8318, loss: 0.8318, grad_norm: 6.3992 2021-06-21 23:35:03,870 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-04, eta: 2:43:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9281, loss_cls: 0.8656, loss: 0.8656, grad_norm: 6.4447 2021-06-21 23:35:15,058 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-04, eta: 2:43:03, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8667, loss: 0.8667, grad_norm: 6.3784 2021-06-21 23:35:26,309 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-04, eta: 2:42:51, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9289, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.6272 2021-06-21 23:35:37,472 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-04, eta: 2:42:40, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8515, loss: 0.8515, grad_norm: 6.4133 2021-06-21 23:35:48,638 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-04, eta: 2:42:28, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9211, loss_cls: 0.8939, loss: 0.8939, grad_norm: 6.6654 2021-06-21 23:35:59,873 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-04, eta: 2:42:16, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8428, loss: 0.8428, grad_norm: 6.5119 2021-06-21 23:36:11,008 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-04, eta: 2:42:04, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9229, loss: 0.9229, grad_norm: 6.7439 2021-06-21 23:36:22,164 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-04, eta: 2:41:53, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.8860, loss: 0.8860, grad_norm: 6.2303 2021-06-21 23:36:33,341 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-04, eta: 2:41:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.9010, loss: 0.9010, grad_norm: 6.4374 2021-06-21 23:36:44,516 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-04, eta: 2:41:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.5729 2021-06-21 23:36:55,699 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-04, eta: 2:41:17, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.4607 2021-06-21 23:37:06,945 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-04, eta: 2:41:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8775, loss: 0.8775, grad_norm: 6.3657 2021-06-21 23:37:18,125 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-04, eta: 2:40:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.9180 2021-06-21 23:37:29,291 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-04, eta: 2:40:42, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9281, loss_cls: 0.9090, loss: 0.9090, grad_norm: 6.4697 2021-06-21 23:37:40,462 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-04, eta: 2:40:30, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8797, loss: 0.8797, grad_norm: 6.4063 2021-06-21 23:37:51,690 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-04, eta: 2:40:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.6403 2021-06-21 23:38:02,864 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-04, eta: 2:40:07, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.8916, loss: 0.8916, grad_norm: 6.5758 2021-06-21 23:38:14,156 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-04, eta: 2:39:55, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9273, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.6332 2021-06-21 23:38:25,343 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-04, eta: 2:39:43, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.8290 2021-06-21 23:38:36,516 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-04, eta: 2:39:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.8289, loss: 0.8289, grad_norm: 6.3540 2021-06-21 23:38:47,658 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-04, eta: 2:39:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9237, loss: 0.9237, grad_norm: 6.5527 2021-06-21 23:38:58,836 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-04, eta: 2:39:08, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.9021, loss: 0.9021, grad_norm: 6.7108 2021-06-21 23:39:10,092 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-04, eta: 2:38:56, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.9056, loss: 0.9056, grad_norm: 6.6592 2021-06-21 23:39:21,313 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-04, eta: 2:38:44, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9281, loss_cls: 0.8331, loss: 0.8331, grad_norm: 6.2681 2021-06-21 23:39:32,531 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-04, eta: 2:38:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9211, loss_cls: 0.8654, loss: 0.8654, grad_norm: 6.2637 2021-06-21 23:39:43,658 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-04, eta: 2:38:21, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.6666 2021-06-21 23:39:54,811 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-04, eta: 2:38:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9109, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.5085 2021-06-21 23:40:05,973 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-04, eta: 2:37:57, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9273, loss_cls: 0.8632, loss: 0.8632, grad_norm: 6.2068 2021-06-21 23:40:17,202 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-04, eta: 2:37:46, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9156, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.6554 2021-06-21 23:40:28,433 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-04, eta: 2:37:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.5460 2021-06-21 23:40:39,624 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-04, eta: 2:37:22, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.7668 2021-06-21 23:40:50,800 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-04, eta: 2:37:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.4783 2021-06-21 23:41:02,005 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-04, eta: 2:36:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.8047 2021-06-21 23:41:13,232 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-04, eta: 2:36:47, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8529, loss: 0.8529, grad_norm: 6.3362 2021-06-21 23:41:24,424 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-04, eta: 2:36:35, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.4663 2021-06-21 23:41:35,606 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-04, eta: 2:36:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8771, loss: 0.8771, grad_norm: 6.3932 2021-06-21 23:41:46,802 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-04, eta: 2:36:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9320, loss_cls: 0.8646, loss: 0.8646, grad_norm: 6.2360 2021-06-21 23:41:57,970 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-04, eta: 2:36:00, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9076, loss: 0.9076, grad_norm: 6.5195 2021-06-21 23:42:09,207 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-04, eta: 2:35:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8545, loss: 0.8545, grad_norm: 6.3857 2021-06-21 23:42:20,457 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-04, eta: 2:35:36, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9382, loss: 0.9382, grad_norm: 6.7040 2021-06-21 23:42:31,652 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-04, eta: 2:35:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9219, loss_cls: 0.8786, loss: 0.8786, grad_norm: 6.3338 2021-06-21 23:42:42,866 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-04, eta: 2:35:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8626, loss: 0.8626, grad_norm: 6.1534 2021-06-21 23:42:54,107 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-04, eta: 2:35:01, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.8830, loss: 0.8830, grad_norm: 6.6101 2021-06-21 23:43:05,381 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-04, eta: 2:34:49, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9266, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.6179 2021-06-21 23:43:16,519 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-04, eta: 2:34:37, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9328, loss_cls: 0.8897, loss: 0.8897, grad_norm: 6.4987 2021-06-21 23:43:27,717 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-04, eta: 2:34:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9258, loss_cls: 0.8966, loss: 0.8966, grad_norm: 6.6720 2021-06-21 23:43:38,911 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-04, eta: 2:34:14, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.9712 2021-06-21 23:43:50,134 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-04, eta: 2:34:02, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.9129, loss: 0.9129, grad_norm: 6.5416 2021-06-21 23:44:01,461 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-04, eta: 2:33:50, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8486, loss: 0.8486, grad_norm: 6.4137 2021-06-21 23:44:12,734 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-04, eta: 2:33:39, time: 0.567, data_time: 0.008, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9320, loss_cls: 0.8369, loss: 0.8369, grad_norm: 6.4111 2021-06-21 23:44:23,908 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-04, eta: 2:33:27, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9328, loss_cls: 0.8606, loss: 0.8606, grad_norm: 6.5023 2021-06-21 23:44:35,124 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-04, eta: 2:33:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8762, loss: 0.8762, grad_norm: 6.3704 2021-06-21 23:44:46,374 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-04, eta: 2:33:03, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9187, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.5018 2021-06-21 23:44:57,663 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-04, eta: 2:32:52, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8950, loss: 0.8950, grad_norm: 6.7181 2021-06-21 23:45:08,864 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-04, eta: 2:32:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9273, loss_cls: 0.8675, loss: 0.8675, grad_norm: 6.3145 2021-06-21 23:45:20,014 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-04, eta: 2:32:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8761, loss: 0.8761, grad_norm: 6.5329 2021-06-21 23:45:31,203 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-04, eta: 2:32:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9320, loss_cls: 0.8399, loss: 0.8399, grad_norm: 6.2332 2021-06-21 23:45:42,449 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-04, eta: 2:32:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.5446 2021-06-21 23:45:53,689 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-04, eta: 2:31:53, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9227, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.7014 2021-06-21 23:46:04,913 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-04, eta: 2:31:41, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9156, loss_cls: 0.8674, loss: 0.8674, grad_norm: 6.3852 2021-06-21 23:46:16,165 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-04, eta: 2:31:30, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8241, loss: 0.8241, grad_norm: 6.3124 2021-06-21 23:46:27,313 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-04, eta: 2:31:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.7710 2021-06-21 23:46:38,628 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-04, eta: 2:31:06, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8523, loss: 0.8523, grad_norm: 6.4381 2021-06-21 23:46:49,814 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-04, eta: 2:30:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8451, loss: 0.8451, grad_norm: 6.3384 2021-06-21 23:47:00,997 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-04, eta: 2:30:43, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.7566 2021-06-21 23:47:12,249 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-04, eta: 2:30:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.8350 2021-06-21 23:47:23,453 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-04, eta: 2:30:19, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9148, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.5967 2021-06-21 23:47:34,667 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-04, eta: 2:30:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9289, loss_cls: 0.9102, loss: 0.9102, grad_norm: 6.6531 2021-06-21 23:47:45,809 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-04, eta: 2:29:56, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.9222, loss: 0.9222, grad_norm: 6.5761 2021-06-21 23:47:57,129 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-04, eta: 2:29:44, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8645, loss: 0.8645, grad_norm: 6.7331 2021-06-21 23:48:08,340 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-04, eta: 2:29:32, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9164, loss_cls: 0.9048, loss: 0.9048, grad_norm: 6.5165 2021-06-21 23:48:19,559 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-04, eta: 2:29:20, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.6001 2021-06-21 23:48:30,840 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-04, eta: 2:29:09, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.7209 2021-06-21 23:48:42,032 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-04, eta: 2:28:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.7080 2021-06-21 23:48:53,220 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-04, eta: 2:28:45, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8432, loss: 0.8432, grad_norm: 6.3999 2021-06-21 23:49:04,377 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-04, eta: 2:28:33, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.6328 2021-06-21 23:49:15,649 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-04, eta: 2:28:22, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9156, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.3897 2021-06-21 23:49:26,888 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-04, eta: 2:28:10, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.5709 2021-06-21 23:49:38,164 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-04, eta: 2:27:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.6125 2021-06-21 23:49:49,356 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-04, eta: 2:27:46, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8545, loss: 0.8545, grad_norm: 6.3243 2021-06-21 23:50:00,482 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-04, eta: 2:27:35, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.7172 2021-06-21 23:50:11,705 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-04, eta: 2:27:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9172, loss_cls: 0.8821, loss: 0.8821, grad_norm: 6.3928 2021-06-21 23:50:22,966 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-04, eta: 2:27:11, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.6103 2021-06-21 23:50:34,192 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-04, eta: 2:26:59, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9257, loss: 0.9257, grad_norm: 6.8159 2021-06-21 23:50:45,433 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-04, eta: 2:26:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.6804 2021-06-21 23:50:56,559 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-04, eta: 2:26:36, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9336, loss_cls: 0.8926, loss: 0.8926, grad_norm: 6.7554 2021-06-21 23:51:07,845 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-04, eta: 2:26:24, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.5558 2021-06-21 23:51:19,084 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-04, eta: 2:26:12, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8759, loss: 0.8759, grad_norm: 6.4554 2021-06-21 23:51:30,274 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-04, eta: 2:26:01, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.5965 2021-06-21 23:53:55,231 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-21 23:53:55,915 - mmaction - INFO - top1_acc 0.6896 top5_acc 0.8909 2021-06-21 23:53:55,915 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-21 23:53:55,941 - mmaction - INFO - mean_acc 0.6895 2021-06-21 23:53:55,948 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-06-21 23:53:57,241 - mmaction - INFO - Epoch(val) [46][207] top1_acc: 0.6896, top5_acc: 0.8909, mean_class_accuracy: 0.6895 2021-06-21 23:54:55,483 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-04, eta: 2:25:47, time: 2.910, data_time: 2.345, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8699, loss: 0.8699, grad_norm: 6.3760 2021-06-21 23:55:06,537 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-04, eta: 2:25:35, time: 0.554, data_time: 0.004, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8628, loss: 0.8628, grad_norm: 6.5408 2021-06-21 23:55:17,518 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-04, eta: 2:25:23, time: 0.549, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9242, loss_cls: 0.9129, loss: 0.9129, grad_norm: 6.6334 2021-06-21 23:55:28,578 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-04, eta: 2:25:12, time: 0.553, data_time: 0.003, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9266, loss_cls: 0.8348, loss: 0.8348, grad_norm: 6.5149 2021-06-21 23:55:39,624 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-04, eta: 2:25:00, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.9028, loss: 0.9028, grad_norm: 6.4784 2021-06-21 23:55:50,710 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-04, eta: 2:24:48, time: 0.554, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.8797 2021-06-21 23:56:01,875 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-04, eta: 2:24:36, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9234, loss_cls: 0.8230, loss: 0.8230, grad_norm: 6.4848 2021-06-21 23:56:13,113 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-04, eta: 2:24:24, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.5336 2021-06-21 23:56:24,343 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-04, eta: 2:24:13, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8597, loss: 0.8597, grad_norm: 6.5021 2021-06-21 23:56:35,644 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-04, eta: 2:24:01, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9367, loss_cls: 0.8122, loss: 0.8122, grad_norm: 6.3448 2021-06-21 23:56:46,773 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-04, eta: 2:23:49, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.9598 2021-06-21 23:56:58,057 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-04, eta: 2:23:38, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8548, loss: 0.8548, grad_norm: 6.4513 2021-06-21 23:57:09,382 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-04, eta: 2:23:26, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.5932 2021-06-21 23:57:20,644 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-04, eta: 2:23:14, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.7470 2021-06-21 23:57:31,857 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-04, eta: 2:23:02, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.8055 2021-06-21 23:57:43,055 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-04, eta: 2:22:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8668, loss: 0.8668, grad_norm: 6.5169 2021-06-21 23:57:54,349 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-04, eta: 2:22:39, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9250, loss_cls: 0.8896, loss: 0.8896, grad_norm: 6.7367 2021-06-21 23:58:05,579 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-04, eta: 2:22:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8529, loss: 0.8529, grad_norm: 6.3996 2021-06-21 23:58:16,842 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-04, eta: 2:22:15, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9203, loss_cls: 0.8765, loss: 0.8765, grad_norm: 6.5929 2021-06-21 23:58:28,018 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-04, eta: 2:22:04, time: 0.559, data_time: 0.000, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9276, loss: 0.9276, grad_norm: 6.5784 2021-06-21 23:58:39,211 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-04, eta: 2:21:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.6352 2021-06-21 23:58:50,387 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-04, eta: 2:21:40, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.6101 2021-06-21 23:59:01,593 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-04, eta: 2:21:28, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9211, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.2106 2021-06-21 23:59:12,847 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-04, eta: 2:21:17, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9336, loss_cls: 0.8689, loss: 0.8689, grad_norm: 6.6092 2021-06-21 23:59:23,989 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-04, eta: 2:21:05, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.9074 2021-06-21 23:59:35,173 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-04, eta: 2:20:53, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9094, loss_cls: 0.9390, loss: 0.9390, grad_norm: 6.7031 2021-06-21 23:59:46,383 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-04, eta: 2:20:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.6538 2021-06-21 23:59:57,607 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-04, eta: 2:20:30, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9266, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.2324 2021-06-22 00:00:16,978 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-04, eta: 2:20:19, time: 0.957, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9216, loss: 0.9216, grad_norm: 6.9187 2021-06-22 00:00:28,196 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-04, eta: 2:20:08, time: 0.573, data_time: 0.021, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.8553, loss: 0.8553, grad_norm: 6.5082 2021-06-22 00:00:39,376 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-04, eta: 2:19:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9352, loss_cls: 0.8652, loss: 0.8652, grad_norm: 6.5394 2021-06-22 00:00:50,564 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-04, eta: 2:19:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7961, top5_acc: 0.9344, loss_cls: 0.8196, loss: 0.8196, grad_norm: 6.2958 2021-06-22 00:01:01,838 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-04, eta: 2:19:33, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8506, loss: 0.8506, grad_norm: 6.4709 2021-06-22 00:01:13,069 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-04, eta: 2:19:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9062, loss_cls: 0.9241, loss: 0.9241, grad_norm: 6.6096 2021-06-22 00:01:24,379 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-04, eta: 2:19:09, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9234, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.8049 2021-06-22 00:01:35,665 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-04, eta: 2:18:57, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9251, loss: 0.9251, grad_norm: 6.5466 2021-06-22 00:01:46,913 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-04, eta: 2:18:46, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.9088, loss: 0.9088, grad_norm: 6.6312 2021-06-22 00:01:58,189 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-04, eta: 2:18:34, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8686, loss: 0.8686, grad_norm: 6.4584 2021-06-22 00:02:09,382 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-04, eta: 2:18:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9250, loss_cls: 0.8468, loss: 0.8468, grad_norm: 6.3392 2021-06-22 00:02:20,576 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-04, eta: 2:18:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8280, loss: 0.8280, grad_norm: 6.2662 2021-06-22 00:02:31,830 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-04, eta: 2:17:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9273, loss_cls: 0.8677, loss: 0.8677, grad_norm: 6.4895 2021-06-22 00:02:43,054 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-04, eta: 2:17:47, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.8986, loss: 0.8986, grad_norm: 6.2510 2021-06-22 00:02:54,292 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-04, eta: 2:17:35, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.6591 2021-06-22 00:03:05,487 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-04, eta: 2:17:23, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9377, loss: 0.9377, grad_norm: 6.8191 2021-06-22 00:03:16,716 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-04, eta: 2:17:12, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.7559 2021-06-22 00:03:27,960 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-04, eta: 2:17:00, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8691, loss: 0.8691, grad_norm: 6.5990 2021-06-22 00:03:39,255 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-04, eta: 2:16:48, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9297, loss_cls: 0.8538, loss: 0.8538, grad_norm: 6.3911 2021-06-22 00:03:50,488 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-04, eta: 2:16:37, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9234, loss_cls: 0.8791, loss: 0.8791, grad_norm: 6.5734 2021-06-22 00:04:01,719 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-04, eta: 2:16:25, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9313, loss_cls: 0.8327, loss: 0.8327, grad_norm: 6.4484 2021-06-22 00:04:12,926 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-04, eta: 2:16:13, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.5131 2021-06-22 00:04:24,126 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-04, eta: 2:16:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.8959, loss: 0.8959, grad_norm: 6.6073 2021-06-22 00:04:35,313 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-04, eta: 2:15:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7422, top5_acc: 0.9227, loss_cls: 0.9380, loss: 0.9380, grad_norm: 6.5097 2021-06-22 00:04:46,592 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-04, eta: 2:15:38, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9281, loss_cls: 0.8876, loss: 0.8876, grad_norm: 6.4638 2021-06-22 00:04:57,790 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-04, eta: 2:15:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.8734 2021-06-22 00:05:16,017 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-04, eta: 2:15:16, time: 0.906, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.6020 2021-06-22 00:05:27,157 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-04, eta: 2:15:04, time: 0.562, data_time: 0.006, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9211, loss: 0.9211, grad_norm: 6.6029 2021-06-22 00:05:38,342 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-04, eta: 2:14:52, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9297, loss_cls: 0.9181, loss: 0.9181, grad_norm: 6.6843 2021-06-22 00:05:49,585 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-04, eta: 2:14:40, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9258, loss_cls: 0.8724, loss: 0.8724, grad_norm: 6.4123 2021-06-22 00:06:00,775 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-04, eta: 2:14:29, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9289, loss_cls: 0.9063, loss: 0.9063, grad_norm: 6.6153 2021-06-22 00:06:12,011 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-04, eta: 2:14:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9344, loss_cls: 0.8138, loss: 0.8138, grad_norm: 6.4231 2021-06-22 00:06:23,216 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-04, eta: 2:14:05, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.8832, loss: 0.8832, grad_norm: 6.3091 2021-06-22 00:06:34,458 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-04, eta: 2:13:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9164, loss_cls: 0.8858, loss: 0.8858, grad_norm: 6.4128 2021-06-22 00:06:45,645 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-04, eta: 2:13:42, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.3258 2021-06-22 00:06:56,869 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-04, eta: 2:13:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9209, loss: 0.9209, grad_norm: 6.7257 2021-06-22 00:07:08,088 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-04, eta: 2:13:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9038, loss: 0.9038, grad_norm: 6.8588 2021-06-22 00:07:19,288 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-04, eta: 2:13:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.8070, top5_acc: 0.9375, loss_cls: 0.7810, loss: 0.7810, grad_norm: 5.9928 2021-06-22 00:07:30,509 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-04, eta: 2:12:55, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8597, loss: 0.8597, grad_norm: 6.2756 2021-06-22 00:07:41,773 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-04, eta: 2:12:43, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9211, loss_cls: 0.8759, loss: 0.8759, grad_norm: 6.5749 2021-06-22 00:07:53,056 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-04, eta: 2:12:31, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9142, loss: 0.9142, grad_norm: 6.5709 2021-06-22 00:08:04,303 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-04, eta: 2:12:20, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.7232 2021-06-22 00:08:15,503 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-04, eta: 2:12:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8801, loss: 0.8801, grad_norm: 6.5415 2021-06-22 00:08:26,607 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-04, eta: 2:11:56, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.6207 2021-06-22 00:08:37,864 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-04, eta: 2:11:44, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.7227 2021-06-22 00:08:49,027 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-04, eta: 2:11:33, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8945, loss: 0.8945, grad_norm: 6.4770 2021-06-22 00:09:00,283 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-04, eta: 2:11:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9166, loss: 0.9166, grad_norm: 6.5709 2021-06-22 00:09:11,466 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-04, eta: 2:11:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.8140 2021-06-22 00:09:22,713 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-04, eta: 2:10:58, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8153, loss: 0.8153, grad_norm: 6.2654 2021-06-22 00:09:33,971 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-04, eta: 2:10:46, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8616, loss: 0.8616, grad_norm: 6.5283 2021-06-22 00:09:45,111 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-04, eta: 2:10:34, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.7878 2021-06-22 00:09:56,272 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-04, eta: 2:10:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9093, loss: 0.9093, grad_norm: 6.7260 2021-06-22 00:10:07,491 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-04, eta: 2:10:11, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.4041 2021-06-22 00:10:18,723 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-04, eta: 2:09:59, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.9052, loss: 0.9052, grad_norm: 6.5267 2021-06-22 00:10:29,907 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-04, eta: 2:09:47, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.4967 2021-06-22 00:10:41,040 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-04, eta: 2:09:35, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8777, loss: 0.8777, grad_norm: 6.4881 2021-06-22 00:10:52,242 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-04, eta: 2:09:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9195, loss_cls: 0.8928, loss: 0.8928, grad_norm: 6.4647 2021-06-22 00:11:03,521 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-04, eta: 2:09:12, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.7831 2021-06-22 00:11:14,741 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-04, eta: 2:09:00, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8908, loss: 0.8908, grad_norm: 6.4857 2021-06-22 00:11:25,980 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-04, eta: 2:08:48, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8637, loss: 0.8637, grad_norm: 6.3042 2021-06-22 00:11:37,239 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-04, eta: 2:08:37, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7945, top5_acc: 0.9313, loss_cls: 0.8488, loss: 0.8488, grad_norm: 6.5458 2021-06-22 00:11:48,494 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-04, eta: 2:08:25, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8648, loss: 0.8648, grad_norm: 6.5100 2021-06-22 00:11:59,688 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-04, eta: 2:08:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8408, loss: 0.8408, grad_norm: 6.7038 2021-06-22 00:12:10,927 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-04, eta: 2:08:02, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9227, loss_cls: 0.8696, loss: 0.8696, grad_norm: 6.3654 2021-06-22 00:12:22,100 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-04, eta: 2:07:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8657, loss: 0.8657, grad_norm: 6.5352 2021-06-22 00:12:33,326 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-04, eta: 2:07:38, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9320, loss_cls: 0.8363, loss: 0.8363, grad_norm: 6.4644 2021-06-22 00:12:44,543 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-04, eta: 2:07:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8211, loss: 0.8211, grad_norm: 6.2070 2021-06-22 00:12:55,754 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-04, eta: 2:07:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9266, loss_cls: 0.8357, loss: 0.8357, grad_norm: 6.1738 2021-06-22 00:13:06,950 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-04, eta: 2:07:03, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.6624 2021-06-22 00:13:18,142 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-04, eta: 2:06:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8978, loss: 0.8978, grad_norm: 6.5667 2021-06-22 00:13:29,295 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-04, eta: 2:06:39, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9242, loss_cls: 0.8719, loss: 0.8719, grad_norm: 6.6425 2021-06-22 00:13:40,495 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-04, eta: 2:06:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9117, loss_cls: 0.8820, loss: 0.8820, grad_norm: 6.4736 2021-06-22 00:13:51,738 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-04, eta: 2:06:16, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8984, loss: 0.8984, grad_norm: 6.6926 2021-06-22 00:14:02,928 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-04, eta: 2:06:04, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.6977 2021-06-22 00:14:14,180 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-04, eta: 2:05:53, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.4219 2021-06-22 00:14:25,342 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-04, eta: 2:05:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.6547 2021-06-22 00:14:36,492 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-04, eta: 2:05:29, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9273, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.5371 2021-06-22 00:14:47,668 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-04, eta: 2:05:17, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.8200, loss: 0.8200, grad_norm: 6.5564 2021-06-22 00:14:58,981 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-04, eta: 2:05:06, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8697, loss: 0.8697, grad_norm: 6.6143 2021-06-22 00:15:10,181 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-04, eta: 2:04:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9203, loss_cls: 0.8709, loss: 0.8709, grad_norm: 6.5463 2021-06-22 00:15:21,349 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-04, eta: 2:04:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9305, loss_cls: 0.8406, loss: 0.8406, grad_norm: 6.5742 2021-06-22 00:15:32,551 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-04, eta: 2:04:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9328, loss_cls: 0.8680, loss: 0.8680, grad_norm: 6.6590 2021-06-22 00:15:43,775 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-04, eta: 2:04:19, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.3127 2021-06-22 00:15:55,055 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-04, eta: 2:04:07, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8792, loss: 0.8792, grad_norm: 6.4306 2021-06-22 00:16:06,195 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-04, eta: 2:03:55, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9015, loss: 0.9015, grad_norm: 6.6126 2021-06-22 00:16:17,428 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-04, eta: 2:03:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9453, loss_cls: 0.8386, loss: 0.8386, grad_norm: 6.6657 2021-06-22 00:16:28,660 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-04, eta: 2:03:32, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8699, loss: 0.8699, grad_norm: 6.4044 2021-06-22 00:16:39,755 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-04, eta: 2:03:20, time: 0.555, data_time: 0.000, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9320, loss_cls: 0.8364, loss: 0.8364, grad_norm: 6.4519 2021-06-22 00:16:51,013 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-04, eta: 2:03:08, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.4926 2021-06-22 00:17:02,250 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-04, eta: 2:02:57, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.8975, loss: 0.8975, grad_norm: 6.4580 2021-06-22 00:17:13,439 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-04, eta: 2:02:45, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9313, loss_cls: 0.8415, loss: 0.8415, grad_norm: 6.3697 2021-06-22 00:17:24,578 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-04, eta: 2:02:33, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9156, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.5999 2021-06-22 00:17:35,815 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-04, eta: 2:02:21, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9074, loss: 0.9074, grad_norm: 6.6596 2021-06-22 00:17:47,022 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-04, eta: 2:02:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9266, loss_cls: 0.8687, loss: 0.8687, grad_norm: 6.5662 2021-06-22 00:17:58,237 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-04, eta: 2:01:58, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8961, loss: 0.8961, grad_norm: 6.5123 2021-06-22 00:18:09,476 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-04, eta: 2:01:46, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9281, loss_cls: 0.8212, loss: 0.8212, grad_norm: 6.6443 2021-06-22 00:18:20,733 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-04, eta: 2:01:35, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8917, loss: 0.8917, grad_norm: 6.8027 2021-06-22 00:18:31,925 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-04, eta: 2:01:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.8008, top5_acc: 0.9336, loss_cls: 0.8212, loss: 0.8212, grad_norm: 6.4511 2021-06-22 00:18:43,122 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-04, eta: 2:01:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9305, loss_cls: 0.8815, loss: 0.8815, grad_norm: 6.6563 2021-06-22 00:18:54,278 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-04, eta: 2:00:59, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9281, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.4773 2021-06-22 00:19:05,450 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-04, eta: 2:00:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8694, loss: 0.8694, grad_norm: 6.5058 2021-06-22 00:19:16,677 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-04, eta: 2:00:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.5728 2021-06-22 00:19:27,913 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-04, eta: 2:00:24, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.8590, loss: 0.8590, grad_norm: 6.5333 2021-06-22 00:19:39,102 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-04, eta: 2:00:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9219, loss_cls: 0.8620, loss: 0.8620, grad_norm: 6.5359 2021-06-22 00:19:50,331 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-04, eta: 2:00:01, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9197, loss: 0.9197, grad_norm: 6.5993 2021-06-22 00:20:01,512 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-04, eta: 1:59:49, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8983, loss: 0.8983, grad_norm: 6.7437 2021-06-22 00:20:12,759 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-04, eta: 1:59:37, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9055, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.7216 2021-06-22 00:20:24,024 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-04, eta: 1:59:26, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.8031, top5_acc: 0.9328, loss_cls: 0.8239, loss: 0.8239, grad_norm: 6.3285 2021-06-22 00:20:35,259 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-04, eta: 1:59:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9078, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.7361 2021-06-22 00:20:46,443 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-04, eta: 1:59:02, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9406, loss_cls: 0.8179, loss: 0.8179, grad_norm: 6.2800 2021-06-22 00:20:57,662 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-04, eta: 1:58:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8748, loss: 0.8748, grad_norm: 6.3177 2021-06-22 00:21:08,896 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-04, eta: 1:58:39, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9088, loss: 0.9088, grad_norm: 6.8424 2021-06-22 00:21:20,101 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-04, eta: 1:58:27, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9352, loss_cls: 0.8669, loss: 0.8669, grad_norm: 6.6210 2021-06-22 00:21:31,236 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-04, eta: 1:58:15, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.9055, loss: 0.9055, grad_norm: 6.6586 2021-06-22 00:21:42,538 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-04, eta: 1:58:04, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9234, loss_cls: 0.8822, loss: 0.8822, grad_norm: 6.6144 2021-06-22 00:21:53,776 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-04, eta: 1:57:52, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8593, loss: 0.8593, grad_norm: 6.5338 2021-06-22 00:22:04,952 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-04, eta: 1:57:40, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8596, loss: 0.8596, grad_norm: 6.4990 2021-06-22 00:22:16,155 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-04, eta: 1:57:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.9002, loss: 0.9002, grad_norm: 6.4210 2021-06-22 00:22:27,388 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-04, eta: 1:57:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.7134 2021-06-22 00:22:38,636 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-04, eta: 1:57:05, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8830, loss: 0.8830, grad_norm: 6.4884 2021-06-22 00:22:49,830 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-04, eta: 1:56:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.8715 2021-06-22 00:23:01,004 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-04, eta: 1:56:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8723, loss: 0.8723, grad_norm: 6.4686 2021-06-22 00:23:12,173 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-04, eta: 1:56:30, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9065, loss: 0.9065, grad_norm: 6.4983 2021-06-22 00:23:23,358 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-04, eta: 1:56:18, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.8177, loss: 0.8177, grad_norm: 6.3820 2021-06-22 00:23:34,562 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-04, eta: 1:56:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9344, loss_cls: 0.8309, loss: 0.8309, grad_norm: 6.4587 2021-06-22 00:23:45,776 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-04, eta: 1:55:55, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8605, loss: 0.8605, grad_norm: 6.6574 2021-06-22 00:23:56,931 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-04, eta: 1:55:43, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8688, loss: 0.8688, grad_norm: 6.4883 2021-06-22 00:24:08,141 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-04, eta: 1:55:31, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8750, loss: 0.8750, grad_norm: 6.5046 2021-06-22 00:24:19,299 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-04, eta: 1:55:20, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.6267 2021-06-22 00:24:30,545 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-04, eta: 1:55:08, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8446, loss: 0.8446, grad_norm: 6.5193 2021-06-22 00:24:41,689 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-04, eta: 1:54:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9180, loss_cls: 0.8923, loss: 0.8923, grad_norm: 6.4884 2021-06-22 00:24:52,940 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-04, eta: 1:54:45, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.9755 2021-06-22 00:25:04,143 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-04, eta: 1:54:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9070, loss_cls: 0.9569, loss: 0.9569, grad_norm: 6.4971 2021-06-22 00:25:15,332 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-04, eta: 1:54:21, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8475, loss: 0.8475, grad_norm: 6.3346 2021-06-22 00:25:26,532 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-04, eta: 1:54:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8643, loss: 0.8643, grad_norm: 6.4119 2021-06-22 00:25:37,736 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-04, eta: 1:53:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9167, loss: 0.9167, grad_norm: 6.4980 2021-06-22 00:25:48,939 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-04, eta: 1:53:46, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.4271 2021-06-22 00:26:00,116 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-04, eta: 1:53:34, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8971, loss: 0.8971, grad_norm: 6.8374 2021-06-22 00:26:11,298 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-04, eta: 1:53:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9180, loss_cls: 0.8569, loss: 0.8569, grad_norm: 6.2363 2021-06-22 00:26:22,491 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-04, eta: 1:53:11, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9749, loss: 0.9749, grad_norm: 7.0775 2021-06-22 00:26:33,689 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-04, eta: 1:52:59, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9305, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.6704 2021-06-22 00:26:44,942 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-04, eta: 1:52:47, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8387, loss: 0.8387, grad_norm: 6.4748 2021-06-22 00:26:56,148 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-04, eta: 1:52:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.6290 2021-06-22 00:27:07,318 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-04, eta: 1:52:24, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8779, loss: 0.8779, grad_norm: 6.5450 2021-06-22 00:27:18,561 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-04, eta: 1:52:12, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.9416 2021-06-22 00:27:29,851 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-04, eta: 1:52:01, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8441, loss: 0.8441, grad_norm: 6.3427 2021-06-22 00:27:41,064 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-04, eta: 1:51:49, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.8004 2021-06-22 00:27:52,300 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-04, eta: 1:51:37, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8687, loss: 0.8687, grad_norm: 6.5391 2021-06-22 00:28:03,453 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-04, eta: 1:51:26, time: 0.558, data_time: 0.000, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9258, loss_cls: 0.8699, loss: 0.8699, grad_norm: 6.4206 2021-06-22 00:28:14,641 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-04, eta: 1:51:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8842, loss: 0.8842, grad_norm: 6.5869 2021-06-22 00:28:25,862 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-04, eta: 1:51:02, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9422, loss_cls: 0.7928, loss: 0.7928, grad_norm: 6.3158 2021-06-22 00:28:37,051 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-04, eta: 1:50:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.8558 2021-06-22 00:28:48,260 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-04, eta: 1:50:39, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9328, loss_cls: 0.8407, loss: 0.8407, grad_norm: 6.5562 2021-06-22 00:28:59,532 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-04, eta: 1:50:27, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7391, top5_acc: 0.9250, loss_cls: 0.9530, loss: 0.9530, grad_norm: 7.0156 2021-06-22 00:29:10,745 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-04, eta: 1:50:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9227, loss_cls: 0.8665, loss: 0.8665, grad_norm: 6.3920 2021-06-22 00:29:21,990 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-04, eta: 1:50:04, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.8929, loss: 0.8929, grad_norm: 6.6186 2021-06-22 00:29:33,252 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-04, eta: 1:49:52, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9320, loss_cls: 0.8846, loss: 0.8846, grad_norm: 6.7031 2021-06-22 00:29:44,449 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-04, eta: 1:49:40, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.8000, top5_acc: 0.9320, loss_cls: 0.8242, loss: 0.8242, grad_norm: 6.4499 2021-06-22 00:29:55,670 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-04, eta: 1:49:28, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9234, loss: 0.9234, grad_norm: 6.6948 2021-06-22 00:33:12,113 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-22 00:33:12,896 - mmaction - INFO - top1_acc 0.6899 top5_acc 0.8915 2021-06-22 00:33:12,897 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-22 00:33:12,950 - mmaction - INFO - mean_acc 0.6898 2021-06-22 00:33:12,957 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-06-22 00:33:13,523 - mmaction - INFO - Epoch(val) [47][207] top1_acc: 0.6899, top5_acc: 0.8915, mean_class_accuracy: 0.6898 2021-06-22 00:34:21,378 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-04, eta: 1:49:14, time: 3.391, data_time: 2.827, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8694, loss: 0.8694, grad_norm: 6.5371 2021-06-22 00:34:32,429 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-04, eta: 1:49:02, time: 0.553, data_time: 0.005, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9133, loss_cls: 0.9247, loss: 0.9247, grad_norm: 6.6597 2021-06-22 00:34:43,444 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-04, eta: 1:48:50, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9328, loss_cls: 0.8366, loss: 0.8366, grad_norm: 6.3634 2021-06-22 00:34:54,453 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-04, eta: 1:48:39, time: 0.550, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8702, loss: 0.8702, grad_norm: 6.5056 2021-06-22 00:35:09,905 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-04, eta: 1:48:28, time: 0.765, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9281, loss_cls: 0.8798, loss: 0.8798, grad_norm: 6.8124 2021-06-22 00:35:20,995 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-04, eta: 1:48:16, time: 0.562, data_time: 0.009, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8269, loss: 0.8269, grad_norm: 6.4737 2021-06-22 00:35:32,047 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-04, eta: 1:48:04, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9328, loss_cls: 0.8567, loss: 0.8567, grad_norm: 6.6100 2021-06-22 00:35:43,231 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-04, eta: 1:47:52, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8981, loss: 0.8981, grad_norm: 6.5454 2021-06-22 00:35:54,398 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-04, eta: 1:47:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9336, loss_cls: 0.8313, loss: 0.8313, grad_norm: 6.4966 2021-06-22 00:36:05,633 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-04, eta: 1:47:29, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8669, loss: 0.8669, grad_norm: 6.6012 2021-06-22 00:36:16,803 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-04, eta: 1:47:17, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.8377, loss: 0.8377, grad_norm: 6.6156 2021-06-22 00:36:28,048 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-04, eta: 1:47:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9250, loss_cls: 0.8971, loss: 0.8971, grad_norm: 6.4957 2021-06-22 00:36:39,311 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-04, eta: 1:46:54, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8876, loss: 0.8876, grad_norm: 6.5906 2021-06-22 00:36:50,533 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-04, eta: 1:46:42, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8878, loss: 0.8878, grad_norm: 6.6995 2021-06-22 00:37:01,784 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-04, eta: 1:46:30, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.8917, loss: 0.8917, grad_norm: 6.8773 2021-06-22 00:37:13,030 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-04, eta: 1:46:19, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9050, loss: 0.9050, grad_norm: 6.7033 2021-06-22 00:37:24,290 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-04, eta: 1:46:07, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.3069 2021-06-22 00:37:35,525 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-04, eta: 1:45:55, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.6169 2021-06-22 00:37:46,673 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-04, eta: 1:45:44, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9242, loss_cls: 0.8627, loss: 0.8627, grad_norm: 6.6722 2021-06-22 00:37:57,845 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-04, eta: 1:45:32, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9273, loss_cls: 0.8284, loss: 0.8284, grad_norm: 6.1600 2021-06-22 00:38:09,104 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-04, eta: 1:45:20, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9187, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.5905 2021-06-22 00:38:20,248 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-04, eta: 1:45:08, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9257, loss: 0.9257, grad_norm: 6.9873 2021-06-22 00:38:31,502 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-04, eta: 1:44:57, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.8259 2021-06-22 00:38:42,784 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-04, eta: 1:44:45, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8681, loss: 0.8681, grad_norm: 6.6354 2021-06-22 00:38:53,944 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-04, eta: 1:44:33, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8807, loss: 0.8807, grad_norm: 6.6729 2021-06-22 00:39:05,126 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-04, eta: 1:44:22, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.6384 2021-06-22 00:39:16,359 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-04, eta: 1:44:10, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8477, loss: 0.8477, grad_norm: 6.4348 2021-06-22 00:39:27,544 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-04, eta: 1:43:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8789, loss: 0.8789, grad_norm: 6.6646 2021-06-22 00:39:38,774 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-04, eta: 1:43:46, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8549, loss: 0.8549, grad_norm: 6.3973 2021-06-22 00:39:49,922 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-04, eta: 1:43:35, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.6130 2021-06-22 00:40:01,124 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-04, eta: 1:43:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.8790, loss: 0.8790, grad_norm: 6.4887 2021-06-22 00:40:12,394 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-04, eta: 1:43:11, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8809, loss: 0.8809, grad_norm: 6.7241 2021-06-22 00:40:23,615 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-04, eta: 1:43:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9219, loss_cls: 0.8486, loss: 0.8486, grad_norm: 6.4556 2021-06-22 00:40:34,800 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-04, eta: 1:42:48, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.8932, loss: 0.8932, grad_norm: 6.6358 2021-06-22 00:40:46,006 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-04, eta: 1:42:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9141, loss_cls: 0.9085, loss: 0.9085, grad_norm: 6.5799 2021-06-22 00:40:57,192 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-04, eta: 1:42:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9430, loss_cls: 0.7782, loss: 0.7782, grad_norm: 6.1933 2021-06-22 00:41:08,370 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-04, eta: 1:42:13, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9389, loss: 0.9389, grad_norm: 6.9651 2021-06-22 00:41:19,610 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-04, eta: 1:42:01, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9336, loss_cls: 0.8444, loss: 0.8444, grad_norm: 6.4451 2021-06-22 00:41:30,778 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-04, eta: 1:41:49, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.8070, top5_acc: 0.9359, loss_cls: 0.7565, loss: 0.7565, grad_norm: 6.1169 2021-06-22 00:41:42,054 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-04, eta: 1:41:38, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.8141 2021-06-22 00:41:53,280 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-04, eta: 1:41:26, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.7522 2021-06-22 00:42:04,527 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-04, eta: 1:41:14, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.4894 2021-06-22 00:42:15,746 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-04, eta: 1:41:02, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9359, loss_cls: 0.8237, loss: 0.8237, grad_norm: 6.4703 2021-06-22 00:42:26,973 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-04, eta: 1:40:51, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9289, loss_cls: 0.8736, loss: 0.8736, grad_norm: 6.4568 2021-06-22 00:42:38,130 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-04, eta: 1:40:39, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.9039, loss: 0.9039, grad_norm: 6.6881 2021-06-22 00:42:49,303 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-04, eta: 1:40:27, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8667, loss: 0.8667, grad_norm: 6.5840 2021-06-22 00:43:00,566 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-04, eta: 1:40:16, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9352, loss_cls: 0.8590, loss: 0.8590, grad_norm: 6.6277 2021-06-22 00:43:11,747 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-04, eta: 1:40:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.4296 2021-06-22 00:43:22,883 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-04, eta: 1:39:52, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9219, loss_cls: 0.8737, loss: 0.8737, grad_norm: 6.4476 2021-06-22 00:43:34,154 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-04, eta: 1:39:41, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.8985, loss: 0.8985, grad_norm: 6.7808 2021-06-22 00:43:45,351 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-04, eta: 1:39:29, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9258, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.5988 2021-06-22 00:43:56,528 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-04, eta: 1:39:17, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9314, loss: 0.9314, grad_norm: 6.9286 2021-06-22 00:44:07,704 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-04, eta: 1:39:05, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.8728, loss: 0.8728, grad_norm: 6.6798 2021-06-22 00:44:18,911 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-04, eta: 1:38:54, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9227, loss_cls: 0.8672, loss: 0.8672, grad_norm: 6.4433 2021-06-22 00:44:30,133 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-04, eta: 1:38:42, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.6717 2021-06-22 00:44:41,289 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-04, eta: 1:38:30, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9305, loss_cls: 0.8045, loss: 0.8045, grad_norm: 6.1991 2021-06-22 00:44:52,486 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-04, eta: 1:38:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8599, loss: 0.8599, grad_norm: 6.4553 2021-06-22 00:45:03,696 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-04, eta: 1:38:07, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8441, loss: 0.8441, grad_norm: 6.4122 2021-06-22 00:45:14,870 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-04, eta: 1:37:55, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8584, loss: 0.8584, grad_norm: 6.4866 2021-06-22 00:45:26,102 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-04, eta: 1:37:43, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.5021 2021-06-22 00:45:37,275 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-04, eta: 1:37:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.8218 2021-06-22 00:45:48,461 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-04, eta: 1:37:20, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9242, loss_cls: 0.8210, loss: 0.8210, grad_norm: 6.4194 2021-06-22 00:45:59,681 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-04, eta: 1:37:08, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9180, loss_cls: 0.8795, loss: 0.8795, grad_norm: 6.4739 2021-06-22 00:46:10,864 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-04, eta: 1:36:57, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9359, loss_cls: 0.8457, loss: 0.8457, grad_norm: 6.4868 2021-06-22 00:46:22,083 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-04, eta: 1:36:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.7672 2021-06-22 00:46:33,275 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-04, eta: 1:36:33, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9180, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.6485 2021-06-22 00:46:44,475 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-04, eta: 1:36:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8841, loss: 0.8841, grad_norm: 6.5626 2021-06-22 00:46:55,668 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-04, eta: 1:36:10, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9199, loss: 0.9199, grad_norm: 6.7163 2021-06-22 00:47:06,884 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-04, eta: 1:35:58, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9352, loss_cls: 0.8767, loss: 0.8767, grad_norm: 6.6058 2021-06-22 00:47:18,130 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-04, eta: 1:35:46, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8725, loss: 0.8725, grad_norm: 6.4277 2021-06-22 00:47:29,354 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-04, eta: 1:35:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9499, loss: 0.9499, grad_norm: 6.8217 2021-06-22 00:47:40,580 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-04, eta: 1:35:23, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8439, loss: 0.8439, grad_norm: 6.4678 2021-06-22 00:47:51,808 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-04, eta: 1:35:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.7640 2021-06-22 00:48:03,032 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-04, eta: 1:35:00, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9234, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.5328 2021-06-22 00:48:14,229 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-04, eta: 1:34:48, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9203, loss_cls: 0.9095, loss: 0.9095, grad_norm: 6.6136 2021-06-22 00:48:25,441 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-04, eta: 1:34:36, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9195, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.6726 2021-06-22 00:48:36,674 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-04, eta: 1:34:25, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.9142, loss: 0.9142, grad_norm: 6.7082 2021-06-22 00:48:47,924 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-04, eta: 1:34:13, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9180, loss_cls: 0.8576, loss: 0.8576, grad_norm: 6.5647 2021-06-22 00:48:59,163 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-04, eta: 1:34:01, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9242, loss: 0.9242, grad_norm: 6.5492 2021-06-22 00:49:10,375 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-04, eta: 1:33:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8704, loss: 0.8704, grad_norm: 6.6299 2021-06-22 00:49:21,564 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-04, eta: 1:33:38, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9109, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.5676 2021-06-22 00:49:32,739 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-04, eta: 1:33:26, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9321, loss: 0.9321, grad_norm: 6.6765 2021-06-22 00:49:43,967 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-04, eta: 1:33:14, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.6273 2021-06-22 00:49:55,138 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-04, eta: 1:33:03, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9437, loss_cls: 0.8314, loss: 0.8314, grad_norm: 6.5735 2021-06-22 00:50:06,505 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-04, eta: 1:32:51, time: 0.567, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9336, loss_cls: 0.8412, loss: 0.8412, grad_norm: 6.4276 2021-06-22 00:50:17,732 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-04, eta: 1:32:39, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9211, loss_cls: 0.8876, loss: 0.8876, grad_norm: 6.6104 2021-06-22 00:50:28,956 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-04, eta: 1:32:28, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.6461 2021-06-22 00:50:40,140 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-04, eta: 1:32:16, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8813, loss: 0.8813, grad_norm: 6.6005 2021-06-22 00:50:51,348 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-04, eta: 1:32:04, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.6776 2021-06-22 00:51:02,474 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-04, eta: 1:31:53, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9160, loss: 0.9160, grad_norm: 6.6588 2021-06-22 00:51:13,704 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-04, eta: 1:31:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9320, loss_cls: 0.8747, loss: 0.8747, grad_norm: 6.7687 2021-06-22 00:51:24,990 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-04, eta: 1:31:29, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.8894 2021-06-22 00:51:36,139 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-04, eta: 1:31:17, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9266, loss_cls: 0.8572, loss: 0.8572, grad_norm: 6.4409 2021-06-22 00:51:47,249 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-04, eta: 1:31:06, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9227, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.4512 2021-06-22 00:51:58,377 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-04, eta: 1:30:54, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9109, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.7268 2021-06-22 00:52:09,552 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-04, eta: 1:30:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9164, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.4710 2021-06-22 00:52:20,720 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-04, eta: 1:30:31, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.9006, loss: 0.9006, grad_norm: 6.4778 2021-06-22 00:52:31,901 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-04, eta: 1:30:19, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8710, loss: 0.8710, grad_norm: 6.4725 2021-06-22 00:52:43,093 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-04, eta: 1:30:07, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.5209 2021-06-22 00:52:54,223 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-04, eta: 1:29:56, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8819, loss: 0.8819, grad_norm: 6.6039 2021-06-22 00:53:05,436 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-04, eta: 1:29:44, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.9594 2021-06-22 00:53:16,655 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-04, eta: 1:29:32, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8790, loss: 0.8790, grad_norm: 6.8497 2021-06-22 00:53:27,907 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-04, eta: 1:29:20, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9305, loss_cls: 0.8823, loss: 0.8823, grad_norm: 6.7073 2021-06-22 00:53:39,075 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-04, eta: 1:29:09, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9383, loss_cls: 0.8684, loss: 0.8684, grad_norm: 6.6010 2021-06-22 00:53:50,249 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-04, eta: 1:28:57, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.8323 2021-06-22 00:54:01,432 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-04, eta: 1:28:45, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8585, loss: 0.8585, grad_norm: 6.3878 2021-06-22 00:54:12,634 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-04, eta: 1:28:34, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9297, loss_cls: 0.8353, loss: 0.8353, grad_norm: 6.2998 2021-06-22 00:54:23,852 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-04, eta: 1:28:22, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9344, loss_cls: 0.8448, loss: 0.8448, grad_norm: 6.5516 2021-06-22 00:54:35,036 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-04, eta: 1:28:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8740, loss: 0.8740, grad_norm: 6.5585 2021-06-22 00:54:46,206 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-04, eta: 1:27:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8780, loss: 0.8780, grad_norm: 6.5612 2021-06-22 00:54:57,482 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-04, eta: 1:27:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9536, loss: 0.9536, grad_norm: 6.8087 2021-06-22 00:55:08,628 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-04, eta: 1:27:35, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8692, loss: 0.8692, grad_norm: 6.5425 2021-06-22 00:55:19,792 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-04, eta: 1:27:24, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.9213 2021-06-22 00:55:30,949 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-04, eta: 1:27:12, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.5087 2021-06-22 00:55:42,151 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-04, eta: 1:27:00, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.8996, loss: 0.8996, grad_norm: 6.7230 2021-06-22 00:55:53,313 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-04, eta: 1:26:48, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.5217 2021-06-22 00:56:04,548 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-04, eta: 1:26:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7461, top5_acc: 0.9328, loss_cls: 0.9465, loss: 0.9465, grad_norm: 7.1494 2021-06-22 00:56:15,772 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-04, eta: 1:26:25, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9406, loss_cls: 0.8565, loss: 0.8565, grad_norm: 6.6191 2021-06-22 00:56:27,000 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-04, eta: 1:26:13, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.8869, loss: 0.8869, grad_norm: 6.6238 2021-06-22 00:56:38,175 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-04, eta: 1:26:02, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8704, loss: 0.8704, grad_norm: 6.4874 2021-06-22 00:56:49,335 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-04, eta: 1:25:50, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.8783, loss: 0.8783, grad_norm: 6.3536 2021-06-22 00:57:00,554 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-04, eta: 1:25:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8793, loss: 0.8793, grad_norm: 6.7369 2021-06-22 00:57:11,814 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-04, eta: 1:25:27, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9187, loss_cls: 0.8573, loss: 0.8573, grad_norm: 6.2747 2021-06-22 00:57:22,989 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-04, eta: 1:25:15, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8740, loss: 0.8740, grad_norm: 6.4898 2021-06-22 00:57:34,174 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-04, eta: 1:25:03, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9289, loss_cls: 0.8568, loss: 0.8568, grad_norm: 6.6264 2021-06-22 00:57:45,331 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-04, eta: 1:24:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8843, loss: 0.8843, grad_norm: 6.4268 2021-06-22 00:57:56,518 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-04, eta: 1:24:40, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.4481 2021-06-22 00:58:07,735 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-04, eta: 1:24:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9289, loss_cls: 0.8709, loss: 0.8709, grad_norm: 6.5380 2021-06-22 00:58:19,041 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-04, eta: 1:24:17, time: 0.565, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9367, loss_cls: 0.8588, loss: 0.8588, grad_norm: 6.5783 2021-06-22 00:58:30,240 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-04, eta: 1:24:05, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7728 2021-06-22 00:58:41,456 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-04, eta: 1:23:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.7016 2021-06-22 00:58:52,665 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-04, eta: 1:23:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8454, loss: 0.8454, grad_norm: 6.3302 2021-06-22 00:59:03,900 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-04, eta: 1:23:30, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9195, loss_cls: 0.8976, loss: 0.8976, grad_norm: 6.4725 2021-06-22 00:59:15,096 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-04, eta: 1:23:18, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.4569 2021-06-22 00:59:26,326 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-04, eta: 1:23:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9187, loss_cls: 0.8827, loss: 0.8827, grad_norm: 6.7098 2021-06-22 00:59:37,564 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-04, eta: 1:22:55, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9214, loss: 0.9214, grad_norm: 6.5778 2021-06-22 00:59:48,787 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-04, eta: 1:22:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9289, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.4473 2021-06-22 00:59:59,991 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-04, eta: 1:22:31, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.6551 2021-06-22 01:00:11,182 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-04, eta: 1:22:20, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9344, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.6411 2021-06-22 01:00:22,356 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-04, eta: 1:22:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9297, loss_cls: 0.8676, loss: 0.8676, grad_norm: 6.3816 2021-06-22 01:00:33,545 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-04, eta: 1:21:56, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9313, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.3445 2021-06-22 01:00:44,861 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-04, eta: 1:21:45, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.6022 2021-06-22 01:00:56,118 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-04, eta: 1:21:33, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9352, loss_cls: 0.8670, loss: 0.8670, grad_norm: 6.7286 2021-06-22 01:01:07,307 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-04, eta: 1:21:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.8369 2021-06-22 01:01:18,511 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-04, eta: 1:21:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.7449 2021-06-22 01:01:29,751 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-04, eta: 1:20:58, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.8020, loss: 0.8020, grad_norm: 6.3503 2021-06-22 01:01:40,962 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-04, eta: 1:20:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9715, loss: 0.9715, grad_norm: 6.8226 2021-06-22 01:01:52,193 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-04, eta: 1:20:35, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.9356, loss: 0.9356, grad_norm: 7.0032 2021-06-22 01:02:03,366 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-04, eta: 1:20:23, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.4988 2021-06-22 01:02:14,607 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-04, eta: 1:20:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9375, loss_cls: 0.8344, loss: 0.8344, grad_norm: 6.5453 2021-06-22 01:02:25,892 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-04, eta: 1:20:00, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8923, loss: 0.8923, grad_norm: 6.7358 2021-06-22 01:02:37,026 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-04, eta: 1:19:48, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9297, loss_cls: 0.8554, loss: 0.8554, grad_norm: 6.3819 2021-06-22 01:02:48,310 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-04, eta: 1:19:36, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.4579 2021-06-22 01:02:59,490 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-04, eta: 1:19:24, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8522, loss: 0.8522, grad_norm: 6.6478 2021-06-22 01:03:10,716 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-04, eta: 1:19:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8978, loss: 0.8978, grad_norm: 6.7465 2021-06-22 01:03:21,909 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-04, eta: 1:19:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.6234 2021-06-22 01:03:33,104 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-04, eta: 1:18:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8735, loss: 0.8735, grad_norm: 6.5178 2021-06-22 01:03:44,356 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-04, eta: 1:18:38, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9297, loss_cls: 0.8695, loss: 0.8695, grad_norm: 6.4445 2021-06-22 01:03:55,530 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-04, eta: 1:18:26, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8845, loss: 0.8845, grad_norm: 6.6009 2021-06-22 01:04:06,716 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-04, eta: 1:18:14, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9156, loss_cls: 0.8737, loss: 0.8737, grad_norm: 6.4729 2021-06-22 01:04:17,943 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-04, eta: 1:18:03, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.5610 2021-06-22 01:04:29,131 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-04, eta: 1:17:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9054, loss: 0.9054, grad_norm: 6.7202 2021-06-22 01:04:40,377 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-04, eta: 1:17:39, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.8289 2021-06-22 01:04:51,600 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-04, eta: 1:17:28, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9273, loss_cls: 0.8396, loss: 0.8396, grad_norm: 6.4288 2021-06-22 01:05:02,769 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-04, eta: 1:17:16, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.8390 2021-06-22 01:05:14,002 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-04, eta: 1:17:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.4873 2021-06-22 01:05:25,218 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-04, eta: 1:16:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8341, loss: 0.8341, grad_norm: 6.4356 2021-06-22 01:05:36,416 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-04, eta: 1:16:41, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9305, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.6414 2021-06-22 01:05:47,599 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-04, eta: 1:16:29, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9195, loss_cls: 0.8845, loss: 0.8845, grad_norm: 6.3657 2021-06-22 01:05:58,846 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-04, eta: 1:16:18, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.9004, loss: 0.9004, grad_norm: 6.7551 2021-06-22 01:06:10,098 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-04, eta: 1:16:06, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7984, top5_acc: 0.9227, loss_cls: 0.8471, loss: 0.8471, grad_norm: 6.3838 2021-06-22 01:06:21,287 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-04, eta: 1:15:54, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.7424 2021-06-22 01:06:32,516 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-04, eta: 1:15:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9203, loss_cls: 0.8823, loss: 0.8823, grad_norm: 6.6618 2021-06-22 01:06:43,672 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-04, eta: 1:15:31, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8065, loss: 0.8065, grad_norm: 6.3892 2021-06-22 01:06:54,863 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-04, eta: 1:15:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9367, loss_cls: 0.8267, loss: 0.8267, grad_norm: 6.6736 2021-06-22 01:07:05,982 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-04, eta: 1:15:08, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9145, loss: 0.9145, grad_norm: 6.6159 2021-06-22 01:07:17,150 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-04, eta: 1:14:56, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9268, loss: 0.9268, grad_norm: 6.6886 2021-06-22 01:07:28,301 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-04, eta: 1:14:44, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9258, loss_cls: 0.8574, loss: 0.8574, grad_norm: 6.4527 2021-06-22 01:07:39,461 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-04, eta: 1:14:33, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.5670 2021-06-22 01:07:50,665 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-04, eta: 1:14:21, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.6071 2021-06-22 01:08:01,923 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-04, eta: 1:14:09, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.8891, loss: 0.8891, grad_norm: 6.6594 2021-06-22 01:08:13,115 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-04, eta: 1:13:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9297, loss_cls: 0.8236, loss: 0.8236, grad_norm: 6.3841 2021-06-22 01:08:24,321 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-04, eta: 1:13:46, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9289, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.6646 2021-06-22 01:08:35,436 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-04, eta: 1:13:34, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9289, loss_cls: 0.9064, loss: 0.9064, grad_norm: 6.5726 2021-06-22 01:08:46,632 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-04, eta: 1:13:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8303, loss: 0.8303, grad_norm: 6.6188 2021-06-22 01:08:57,851 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-04, eta: 1:13:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9539, loss: 0.9539, grad_norm: 7.0734 2021-06-22 01:09:09,066 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-04, eta: 1:12:59, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9164, loss_cls: 0.8761, loss: 0.8761, grad_norm: 6.5266 2021-06-22 01:11:45,304 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-22 01:11:45,991 - mmaction - INFO - top1_acc 0.6923 top5_acc 0.8947 2021-06-22 01:11:45,992 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-22 01:11:46,018 - mmaction - INFO - mean_acc 0.6922 2021-06-22 01:11:46,901 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_48.pth. 2021-06-22 01:11:46,902 - mmaction - INFO - Best top1_acc is 0.6923 at 48 epoch. 2021-06-22 01:11:46,910 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-06-22 01:11:48,341 - mmaction - INFO - Epoch(val) [48][207] top1_acc: 0.6923, top5_acc: 0.8947, mean_class_accuracy: 0.6922 2021-06-22 01:12:50,998 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-04, eta: 1:12:42, time: 3.132, data_time: 2.409, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8392, loss: 0.8392, grad_norm: 6.5556 2021-06-22 01:13:01,998 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-04, eta: 1:12:30, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8683, loss: 0.8683, grad_norm: 6.3545 2021-06-22 01:13:12,979 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-04, eta: 1:12:18, time: 0.549, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9352, loss_cls: 0.8342, loss: 0.8342, grad_norm: 6.4276 2021-06-22 01:13:24,031 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-04, eta: 1:12:06, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9297, loss_cls: 0.8707, loss: 0.8707, grad_norm: 6.6422 2021-06-22 01:13:35,105 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-04, eta: 1:11:55, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.4971 2021-06-22 01:13:46,179 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-04, eta: 1:11:43, time: 0.553, data_time: 0.001, memory: 7083, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.9470 2021-06-22 01:13:57,302 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-04, eta: 1:11:31, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.9122, loss: 0.9122, grad_norm: 6.5574 2021-06-22 01:14:08,461 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-04, eta: 1:11:20, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8718, loss: 0.8718, grad_norm: 6.6616 2021-06-22 01:14:19,691 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-04, eta: 1:11:08, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8674, loss: 0.8674, grad_norm: 6.7094 2021-06-22 01:14:30,977 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-04, eta: 1:10:56, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9227, loss_cls: 0.8312, loss: 0.8312, grad_norm: 6.2937 2021-06-22 01:14:42,168 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-04, eta: 1:10:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9344, loss_cls: 0.8437, loss: 0.8437, grad_norm: 6.6142 2021-06-22 01:14:53,405 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-04, eta: 1:10:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9250, loss_cls: 0.8513, loss: 0.8513, grad_norm: 6.3464 2021-06-22 01:15:05,505 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-04, eta: 1:10:21, time: 0.604, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9234, loss_cls: 0.8364, loss: 0.8364, grad_norm: 6.2994 2021-06-22 01:15:16,800 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-04, eta: 1:10:10, time: 0.566, data_time: 0.003, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8490, loss: 0.8490, grad_norm: 6.5362 2021-06-22 01:15:27,998 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-04, eta: 1:09:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8709, loss: 0.8709, grad_norm: 6.5101 2021-06-22 01:15:39,240 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-04, eta: 1:09:46, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.7226 2021-06-22 01:15:50,466 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-04, eta: 1:09:35, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9328, loss_cls: 0.8359, loss: 0.8359, grad_norm: 6.5815 2021-06-22 01:16:01,681 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-04, eta: 1:09:23, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9305, loss_cls: 0.8376, loss: 0.8376, grad_norm: 6.6071 2021-06-22 01:16:12,887 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-04, eta: 1:09:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.9547 2021-06-22 01:16:24,123 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-04, eta: 1:09:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8981, loss: 0.8981, grad_norm: 6.7522 2021-06-22 01:16:35,391 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-04, eta: 1:08:48, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9199, loss: 0.9199, grad_norm: 6.8023 2021-06-22 01:16:46,648 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-04, eta: 1:08:36, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.6802 2021-06-22 01:16:57,893 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-04, eta: 1:08:25, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8619, loss: 0.8619, grad_norm: 6.2637 2021-06-22 01:17:09,095 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-04, eta: 1:08:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.9013, loss: 0.9013, grad_norm: 6.7397 2021-06-22 01:17:20,339 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-04, eta: 1:08:01, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.7175 2021-06-22 01:17:31,596 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-04, eta: 1:07:50, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9264, loss: 0.9264, grad_norm: 6.5750 2021-06-22 01:17:42,757 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-04, eta: 1:07:38, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.8477, loss: 0.8477, grad_norm: 6.5478 2021-06-22 01:17:53,982 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-04, eta: 1:07:26, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8425, loss: 0.8425, grad_norm: 6.4513 2021-06-22 01:18:05,119 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-04, eta: 1:07:15, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.8204, loss: 0.8204, grad_norm: 6.3296 2021-06-22 01:18:16,360 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-04, eta: 1:07:03, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9227, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.3064 2021-06-22 01:18:27,619 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-04, eta: 1:06:51, time: 0.564, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9261, loss: 0.9261, grad_norm: 6.6593 2021-06-22 01:18:38,877 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-04, eta: 1:06:40, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9266, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.4322 2021-06-22 01:18:50,081 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-04, eta: 1:06:28, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9070, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.8054 2021-06-22 01:19:01,232 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-04, eta: 1:06:16, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7961, top5_acc: 0.9273, loss_cls: 0.8184, loss: 0.8184, grad_norm: 6.1857 2021-06-22 01:19:12,409 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-04, eta: 1:06:05, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9187, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.7500 2021-06-22 01:19:23,670 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-04, eta: 1:05:53, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9359, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.4670 2021-06-22 01:19:34,901 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-04, eta: 1:05:41, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8366, loss: 0.8366, grad_norm: 6.3464 2021-06-22 01:19:46,032 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-04, eta: 1:05:30, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8453, loss: 0.8453, grad_norm: 6.5635 2021-06-22 01:19:57,367 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-04, eta: 1:05:18, time: 0.567, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9320, loss_cls: 0.8640, loss: 0.8640, grad_norm: 6.5702 2021-06-22 01:20:08,588 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-04, eta: 1:05:06, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9070, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.8673 2021-06-22 01:20:19,829 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-04, eta: 1:04:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9077, loss: 0.9077, grad_norm: 6.7235 2021-06-22 01:20:30,981 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-04, eta: 1:04:43, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9414, loss_cls: 0.8633, loss: 0.8633, grad_norm: 6.7040 2021-06-22 01:20:42,148 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-04, eta: 1:04:31, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.5653 2021-06-22 01:20:53,343 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-04, eta: 1:04:19, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.8105 2021-06-22 01:21:04,546 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-04, eta: 1:04:08, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.8055, top5_acc: 0.9281, loss_cls: 0.8031, loss: 0.8031, grad_norm: 6.0122 2021-06-22 01:21:15,812 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-04, eta: 1:03:56, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9375, loss: 0.9375, grad_norm: 6.6676 2021-06-22 01:21:26,982 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-04, eta: 1:03:44, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8714, loss: 0.8714, grad_norm: 6.4487 2021-06-22 01:21:38,189 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-04, eta: 1:03:33, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.8087, loss: 0.8087, grad_norm: 6.1092 2021-06-22 01:21:49,492 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-04, eta: 1:03:21, time: 0.565, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9328, loss_cls: 0.8674, loss: 0.8674, grad_norm: 6.6766 2021-06-22 01:22:00,704 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-04, eta: 1:03:09, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9375, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.5942 2021-06-22 01:22:11,915 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-04, eta: 1:02:58, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9379, loss: 0.9379, grad_norm: 6.6538 2021-06-22 01:22:23,156 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-04, eta: 1:02:46, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.9164 2021-06-22 01:22:34,390 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-04, eta: 1:02:34, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8422, loss: 0.8422, grad_norm: 6.6688 2021-06-22 01:22:45,637 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-04, eta: 1:02:23, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.7945 2021-06-22 01:22:56,844 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-04, eta: 1:02:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.4782 2021-06-22 01:23:08,085 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-04, eta: 1:01:59, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9203, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.7180 2021-06-22 01:23:19,340 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-04, eta: 1:01:48, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9281, loss_cls: 0.8703, loss: 0.8703, grad_norm: 6.5850 2021-06-22 01:23:30,553 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-04, eta: 1:01:36, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.6956 2021-06-22 01:23:41,738 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-04, eta: 1:01:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8582, loss: 0.8582, grad_norm: 6.4106 2021-06-22 01:23:52,926 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-04, eta: 1:01:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9234, loss_cls: 0.8936, loss: 0.8936, grad_norm: 6.6409 2021-06-22 01:24:04,167 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-04, eta: 1:01:01, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9234, loss_cls: 0.8794, loss: 0.8794, grad_norm: 6.5810 2021-06-22 01:24:15,374 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-04, eta: 1:00:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.7972 2021-06-22 01:24:26,599 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-04, eta: 1:00:38, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8774, loss: 0.8774, grad_norm: 6.4281 2021-06-22 01:24:37,785 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-04, eta: 1:00:26, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9391, loss_cls: 0.8188, loss: 0.8188, grad_norm: 6.4301 2021-06-22 01:24:49,007 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-04, eta: 1:00:14, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8845, loss: 0.8845, grad_norm: 6.6823 2021-06-22 01:25:00,309 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-04, eta: 1:00:03, time: 0.566, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9422, loss_cls: 0.7967, loss: 0.7967, grad_norm: 6.5544 2021-06-22 01:25:11,488 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-04, eta: 0:59:51, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9148, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.6068 2021-06-22 01:25:22,703 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-04, eta: 0:59:39, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.9065, loss: 0.9065, grad_norm: 6.8490 2021-06-22 01:25:33,953 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-04, eta: 0:59:28, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.8988, loss: 0.8988, grad_norm: 6.6997 2021-06-22 01:25:45,146 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-04, eta: 0:59:16, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8758, loss: 0.8758, grad_norm: 6.5281 2021-06-22 01:25:56,377 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-04, eta: 0:59:04, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9125, loss_cls: 0.9175, loss: 0.9175, grad_norm: 6.7671 2021-06-22 01:26:07,524 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-04, eta: 0:58:53, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8816, loss: 0.8816, grad_norm: 6.3914 2021-06-22 01:26:18,670 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-04, eta: 0:58:41, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9215, loss: 0.9215, grad_norm: 6.6209 2021-06-22 01:26:29,987 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-04, eta: 0:58:29, time: 0.567, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.5506 2021-06-22 01:26:41,135 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-04, eta: 0:58:18, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8589, loss: 0.8589, grad_norm: 6.5510 2021-06-22 01:26:52,284 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-04, eta: 0:58:06, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9186, loss: 0.9186, grad_norm: 6.6053 2021-06-22 01:27:03,459 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-04, eta: 0:57:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8498, loss: 0.8498, grad_norm: 6.4548 2021-06-22 01:27:14,654 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-04, eta: 0:57:43, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8195, loss: 0.8195, grad_norm: 6.3835 2021-06-22 01:27:25,870 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-04, eta: 0:57:31, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8963, loss: 0.8963, grad_norm: 6.6746 2021-06-22 01:27:37,046 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-04, eta: 0:57:19, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9289, loss_cls: 0.8715, loss: 0.8715, grad_norm: 6.7558 2021-06-22 01:27:48,291 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-04, eta: 0:57:08, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8903, loss: 0.8903, grad_norm: 6.5992 2021-06-22 01:27:59,548 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-04, eta: 0:56:56, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8671, loss: 0.8671, grad_norm: 6.6382 2021-06-22 01:28:10,716 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-04, eta: 0:56:44, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9320, loss_cls: 0.8745, loss: 0.8745, grad_norm: 6.6201 2021-06-22 01:28:21,842 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-04, eta: 0:56:33, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9203, loss_cls: 0.8717, loss: 0.8717, grad_norm: 6.5407 2021-06-22 01:28:33,094 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-04, eta: 0:56:21, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9352, loss_cls: 0.8083, loss: 0.8083, grad_norm: 6.4248 2021-06-22 01:28:44,268 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-04, eta: 0:56:09, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9414, loss_cls: 0.8192, loss: 0.8192, grad_norm: 6.4248 2021-06-22 01:28:55,476 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-04, eta: 0:55:58, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9187, loss_cls: 0.8909, loss: 0.8909, grad_norm: 6.7282 2021-06-22 01:29:06,643 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-04, eta: 0:55:46, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8595, loss: 0.8595, grad_norm: 6.7718 2021-06-22 01:29:17,829 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-04, eta: 0:55:34, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9375, loss_cls: 0.8319, loss: 0.8319, grad_norm: 6.4864 2021-06-22 01:29:29,015 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-04, eta: 0:55:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8171, loss: 0.8171, grad_norm: 6.0238 2021-06-22 01:29:40,249 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-04, eta: 0:55:11, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9305, loss_cls: 0.8538, loss: 0.8538, grad_norm: 6.4602 2021-06-22 01:29:51,431 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-04, eta: 0:54:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.8408, loss: 0.8408, grad_norm: 6.3539 2021-06-22 01:30:02,642 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-04, eta: 0:54:48, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8857, loss: 0.8857, grad_norm: 6.7061 2021-06-22 01:30:13,843 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-04, eta: 0:54:36, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9203, loss_cls: 0.8401, loss: 0.8401, grad_norm: 6.4258 2021-06-22 01:30:25,047 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-04, eta: 0:54:24, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.8527, loss: 0.8527, grad_norm: 6.5333 2021-06-22 01:30:36,180 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-04, eta: 0:54:13, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9203, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.7198 2021-06-22 01:30:47,378 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-04, eta: 0:54:01, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.9056, loss: 0.9056, grad_norm: 6.6754 2021-06-22 01:30:58,586 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-04, eta: 0:53:49, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9328, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.9333 2021-06-22 01:31:09,834 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-04, eta: 0:53:38, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7492, top5_acc: 0.9242, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.7717 2021-06-22 01:31:20,999 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-04, eta: 0:53:26, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.9972 2021-06-22 01:31:32,152 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-04, eta: 0:53:14, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9328, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.2423 2021-06-22 01:31:43,296 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-04, eta: 0:53:03, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.8862, loss: 0.8862, grad_norm: 6.6515 2021-06-22 01:31:54,489 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-04, eta: 0:52:51, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9305, loss_cls: 0.8609, loss: 0.8609, grad_norm: 6.4895 2021-06-22 01:32:05,674 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-04, eta: 0:52:40, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.8992 2021-06-22 01:32:16,872 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-04, eta: 0:52:28, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8662, loss: 0.8662, grad_norm: 6.3264 2021-06-22 01:32:28,035 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-04, eta: 0:52:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9164, loss_cls: 0.8903, loss: 0.8903, grad_norm: 6.5114 2021-06-22 01:32:39,302 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-04, eta: 0:52:05, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9289, loss_cls: 0.8595, loss: 0.8595, grad_norm: 6.5356 2021-06-22 01:32:50,491 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-04, eta: 0:51:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.8866, loss: 0.8866, grad_norm: 6.6366 2021-06-22 01:33:01,669 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-04, eta: 0:51:41, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8481, loss: 0.8481, grad_norm: 6.6764 2021-06-22 01:33:12,850 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-04, eta: 0:51:30, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9066, loss: 0.9066, grad_norm: 6.8059 2021-06-22 01:33:24,040 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-04, eta: 0:51:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.6767 2021-06-22 01:33:35,238 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-04, eta: 0:51:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9133, loss_cls: 0.9091, loss: 0.9091, grad_norm: 6.5560 2021-06-22 01:33:46,431 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-04, eta: 0:50:55, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8808, loss: 0.8808, grad_norm: 6.3362 2021-06-22 01:33:57,585 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-04, eta: 0:50:43, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.5936 2021-06-22 01:34:08,784 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-04, eta: 0:50:31, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9328, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.3280 2021-06-22 01:34:19,963 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-04, eta: 0:50:20, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8570, loss: 0.8570, grad_norm: 6.4970 2021-06-22 01:34:31,212 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-04, eta: 0:50:08, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8720, loss: 0.8720, grad_norm: 6.2840 2021-06-22 01:34:42,367 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-04, eta: 0:49:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.6318 2021-06-22 01:34:53,638 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-04, eta: 0:49:45, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.9117 2021-06-22 01:35:04,746 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-04, eta: 0:49:33, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8742, loss: 0.8742, grad_norm: 6.5978 2021-06-22 01:35:15,997 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-04, eta: 0:49:21, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9320, loss_cls: 0.8533, loss: 0.8533, grad_norm: 6.3951 2021-06-22 01:35:27,164 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-04, eta: 0:49:10, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8572, loss: 0.8572, grad_norm: 6.3924 2021-06-22 01:35:38,364 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-04, eta: 0:48:58, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9141, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.7228 2021-06-22 01:35:49,571 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-04, eta: 0:48:46, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9203, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.8442 2021-06-22 01:36:00,760 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-04, eta: 0:48:35, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8864, loss: 0.8864, grad_norm: 6.7202 2021-06-22 01:36:11,959 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-04, eta: 0:48:23, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.8047, top5_acc: 0.9336, loss_cls: 0.7931, loss: 0.7931, grad_norm: 6.1721 2021-06-22 01:36:23,176 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-04, eta: 0:48:11, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8502, loss: 0.8502, grad_norm: 6.6323 2021-06-22 01:36:34,391 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-04, eta: 0:48:00, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.5764 2021-06-22 01:36:45,571 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-04, eta: 0:47:48, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9320, loss_cls: 0.8606, loss: 0.8606, grad_norm: 6.6687 2021-06-22 01:36:56,767 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-04, eta: 0:47:36, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.7904 2021-06-22 01:37:07,924 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-04, eta: 0:47:25, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8599, loss: 0.8599, grad_norm: 6.8406 2021-06-22 01:37:19,126 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-04, eta: 0:47:13, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.9035, loss: 0.9035, grad_norm: 6.8890 2021-06-22 01:37:30,253 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-04, eta: 0:47:01, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8596, loss: 0.8596, grad_norm: 6.5929 2021-06-22 01:37:41,468 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-04, eta: 0:46:50, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9344, loss_cls: 0.8386, loss: 0.8386, grad_norm: 6.4881 2021-06-22 01:37:52,717 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-04, eta: 0:46:38, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8278, loss: 0.8278, grad_norm: 6.5159 2021-06-22 01:38:03,894 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-04, eta: 0:46:27, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8917, loss: 0.8917, grad_norm: 6.6188 2021-06-22 01:38:15,115 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-04, eta: 0:46:15, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.8698 2021-06-22 01:38:26,311 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-04, eta: 0:46:03, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.9404 2021-06-22 01:38:37,491 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-04, eta: 0:45:52, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9133, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.6297 2021-06-22 01:38:48,730 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-04, eta: 0:45:40, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8413, loss: 0.8413, grad_norm: 6.5413 2021-06-22 01:38:59,950 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-04, eta: 0:45:28, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9164, loss_cls: 0.8985, loss: 0.8985, grad_norm: 6.5273 2021-06-22 01:39:11,159 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-04, eta: 0:45:17, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9234, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.6195 2021-06-22 01:39:22,379 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-04, eta: 0:45:05, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9272, loss: 0.9272, grad_norm: 6.8575 2021-06-22 01:39:33,560 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-04, eta: 0:44:53, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8844, loss: 0.8844, grad_norm: 6.6003 2021-06-22 01:39:44,766 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-04, eta: 0:44:42, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9359, loss_cls: 0.7984, loss: 0.7984, grad_norm: 6.2462 2021-06-22 01:39:55,944 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-04, eta: 0:44:30, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8886, loss: 0.8886, grad_norm: 6.8325 2021-06-22 01:40:07,128 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-04, eta: 0:44:18, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.8928, loss: 0.8928, grad_norm: 6.8054 2021-06-22 01:40:18,287 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-04, eta: 0:44:07, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9281, loss_cls: 0.8852, loss: 0.8852, grad_norm: 6.8385 2021-06-22 01:40:29,511 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-04, eta: 0:43:55, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9180, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.6157 2021-06-22 01:40:40,756 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-04, eta: 0:43:43, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.8179 2021-06-22 01:40:51,972 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-04, eta: 0:43:32, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8814, loss: 0.8814, grad_norm: 6.6940 2021-06-22 01:41:03,150 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-04, eta: 0:43:20, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9148, loss_cls: 0.9140, loss: 0.9140, grad_norm: 6.5989 2021-06-22 01:41:14,332 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-04, eta: 0:43:08, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.8805, loss: 0.8805, grad_norm: 6.5015 2021-06-22 01:41:25,531 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-04, eta: 0:42:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9052, loss: 0.9052, grad_norm: 6.5284 2021-06-22 01:41:36,662 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-04, eta: 0:42:45, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.3390 2021-06-22 01:41:47,919 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-04, eta: 0:42:34, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8165, loss: 0.8165, grad_norm: 6.3150 2021-06-22 01:41:59,116 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-04, eta: 0:42:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8565, loss: 0.8565, grad_norm: 6.6305 2021-06-22 01:42:10,309 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-04, eta: 0:42:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8717, loss: 0.8717, grad_norm: 6.6049 2021-06-22 01:42:21,505 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-04, eta: 0:41:59, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9383, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.6862 2021-06-22 01:42:32,699 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-04, eta: 0:41:47, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9114, loss: 0.9114, grad_norm: 6.5089 2021-06-22 01:42:43,898 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-04, eta: 0:41:35, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8702, loss: 0.8702, grad_norm: 6.5067 2021-06-22 01:42:55,105 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-04, eta: 0:41:24, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9234, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.4246 2021-06-22 01:43:06,278 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-04, eta: 0:41:12, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.8946, loss: 0.8946, grad_norm: 6.5414 2021-06-22 01:43:17,593 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-04, eta: 0:41:00, time: 0.566, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.7285 2021-06-22 01:43:28,755 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-04, eta: 0:40:49, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9266, loss_cls: 0.8427, loss: 0.8427, grad_norm: 6.5855 2021-06-22 01:43:39,971 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-04, eta: 0:40:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8333, loss: 0.8333, grad_norm: 6.3448 2021-06-22 01:43:51,145 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-04, eta: 0:40:25, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.8047, top5_acc: 0.9430, loss_cls: 0.7570, loss: 0.7570, grad_norm: 6.0330 2021-06-22 01:44:02,372 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-04, eta: 0:40:14, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9148, loss_cls: 0.9265, loss: 0.9265, grad_norm: 6.7217 2021-06-22 01:44:13,529 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-04, eta: 0:40:02, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8856, loss: 0.8856, grad_norm: 6.6270 2021-06-22 01:44:24,691 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-04, eta: 0:39:50, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7984, top5_acc: 0.9437, loss_cls: 0.7949, loss: 0.7949, grad_norm: 6.4847 2021-06-22 01:44:35,880 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-04, eta: 0:39:39, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8883, loss: 0.8883, grad_norm: 6.6938 2021-06-22 01:44:47,014 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-04, eta: 0:39:27, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9156, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.8830 2021-06-22 01:44:58,169 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-04, eta: 0:39:16, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9061, loss: 0.9061, grad_norm: 7.0207 2021-06-22 01:45:09,398 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-04, eta: 0:39:04, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9059, loss: 0.9059, grad_norm: 6.7185 2021-06-22 01:45:20,639 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-04, eta: 0:38:52, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.7242 2021-06-22 01:45:31,792 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-04, eta: 0:38:41, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8604, loss: 0.8604, grad_norm: 6.7687 2021-06-22 01:45:43,011 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-04, eta: 0:38:29, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9273, loss_cls: 0.8288, loss: 0.8288, grad_norm: 6.4035 2021-06-22 01:45:54,237 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-04, eta: 0:38:17, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9696, loss: 0.9696, grad_norm: 7.1489 2021-06-22 01:46:05,375 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-04, eta: 0:38:06, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.6172 2021-06-22 01:46:16,621 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-04, eta: 0:37:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9187, loss_cls: 0.8654, loss: 0.8654, grad_norm: 6.6206 2021-06-22 01:46:27,834 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-04, eta: 0:37:42, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.7034 2021-06-22 01:46:39,067 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-04, eta: 0:37:31, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8574, loss: 0.8574, grad_norm: 6.5897 2021-06-22 01:46:50,241 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-04, eta: 0:37:19, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9289, loss: 0.9289, grad_norm: 6.8380 2021-06-22 01:47:01,389 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-04, eta: 0:37:07, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9234, loss_cls: 0.8948, loss: 0.8948, grad_norm: 6.8007 2021-06-22 01:47:12,663 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-04, eta: 0:36:56, time: 0.563, data_time: 0.004, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9344, loss_cls: 0.8243, loss: 0.8243, grad_norm: 6.3334 2021-06-22 01:47:23,911 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-04, eta: 0:36:44, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.8855, loss: 0.8855, grad_norm: 6.7117 2021-06-22 01:47:35,070 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-04, eta: 0:36:33, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9094, loss_cls: 0.9403, loss: 0.9403, grad_norm: 6.7296 2021-06-22 01:49:53,225 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-22 01:49:53,928 - mmaction - INFO - top1_acc 0.6897 top5_acc 0.8910 2021-06-22 01:49:53,928 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-22 01:49:53,961 - mmaction - INFO - mean_acc 0.6896 2021-06-22 01:49:53,969 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-06-22 01:49:54,387 - mmaction - INFO - Epoch(val) [49][207] top1_acc: 0.6897, top5_acc: 0.8910, mean_class_accuracy: 0.6896 2021-06-22 01:50:54,794 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-04, eta: 0:36:13, time: 3.019, data_time: 2.291, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9328, loss_cls: 0.8476, loss: 0.8476, grad_norm: 6.4505 2021-06-22 01:51:05,816 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-04, eta: 0:36:01, time: 0.551, data_time: 0.003, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.5574 2021-06-22 01:51:16,869 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-04, eta: 0:35:49, time: 0.552, data_time: 0.003, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9281, loss_cls: 0.8516, loss: 0.8516, grad_norm: 6.4269 2021-06-22 01:51:27,898 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-04, eta: 0:35:38, time: 0.552, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.8721, loss: 0.8721, grad_norm: 6.7378 2021-06-22 01:51:38,942 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-04, eta: 0:35:26, time: 0.552, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8330, loss: 0.8330, grad_norm: 6.6544 2021-06-22 01:51:50,017 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-04, eta: 0:35:15, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8450, loss: 0.8450, grad_norm: 6.7189 2021-06-22 01:52:01,178 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-04, eta: 0:35:03, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9195, loss_cls: 0.8891, loss: 0.8891, grad_norm: 6.4873 2021-06-22 01:52:12,389 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-04, eta: 0:34:51, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9281, loss_cls: 0.8866, loss: 0.8866, grad_norm: 6.6047 2021-06-22 01:52:23,644 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-04, eta: 0:34:40, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8648, loss: 0.8648, grad_norm: 6.5059 2021-06-22 01:52:34,802 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-04, eta: 0:34:28, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8223, loss: 0.8223, grad_norm: 6.6081 2021-06-22 01:52:46,036 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-04, eta: 0:34:16, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8538, loss: 0.8538, grad_norm: 6.5513 2021-06-22 01:52:57,284 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-04, eta: 0:34:05, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8764, loss: 0.8764, grad_norm: 6.7633 2021-06-22 01:53:08,498 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-04, eta: 0:33:53, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8927, loss: 0.8927, grad_norm: 6.5768 2021-06-22 01:53:19,707 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-04, eta: 0:33:41, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.8946, loss: 0.8946, grad_norm: 6.5535 2021-06-22 01:53:30,934 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-04, eta: 0:33:30, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8129, loss: 0.8129, grad_norm: 6.2807 2021-06-22 01:53:42,067 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-04, eta: 0:33:18, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8942, loss: 0.8942, grad_norm: 6.5461 2021-06-22 01:53:53,301 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-04, eta: 0:33:06, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.8940, loss: 0.8940, grad_norm: 6.7335 2021-06-22 01:54:04,560 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-04, eta: 0:32:55, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9297, loss: 0.9297, grad_norm: 6.8711 2021-06-22 01:54:15,829 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-04, eta: 0:32:43, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9234, loss_cls: 0.8824, loss: 0.8824, grad_norm: 6.7024 2021-06-22 01:54:27,046 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-04, eta: 0:32:31, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9156, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.6628 2021-06-22 01:54:38,237 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-04, eta: 0:32:20, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8606, loss: 0.8606, grad_norm: 6.6442 2021-06-22 01:54:49,370 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-04, eta: 0:32:08, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9141, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.8606 2021-06-22 01:55:00,604 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-04, eta: 0:31:57, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9133, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.5906 2021-06-22 01:55:15,768 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-04, eta: 0:31:45, time: 0.753, data_time: 0.001, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.6470 2021-06-22 01:55:27,048 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-04, eta: 0:31:33, time: 0.569, data_time: 0.006, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8342, loss: 0.8342, grad_norm: 6.4130 2021-06-22 01:55:38,194 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-04, eta: 0:31:22, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9459, loss: 0.9459, grad_norm: 7.0692 2021-06-22 01:55:49,343 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-04, eta: 0:31:10, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.8902, loss: 0.8902, grad_norm: 6.5390 2021-06-22 01:56:00,505 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-04, eta: 0:30:58, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9242, loss_cls: 0.8695, loss: 0.8695, grad_norm: 6.5696 2021-06-22 01:56:11,689 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-04, eta: 0:30:47, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8956, loss: 0.8956, grad_norm: 6.5537 2021-06-22 01:56:22,958 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-04, eta: 0:30:35, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9372, loss: 0.9372, grad_norm: 7.0073 2021-06-22 01:56:34,105 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-04, eta: 0:30:23, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.7350 2021-06-22 01:56:45,358 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-04, eta: 0:30:12, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.9261, loss: 0.9261, grad_norm: 6.6638 2021-06-22 01:56:56,513 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-04, eta: 0:30:00, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9258, loss_cls: 0.8225, loss: 0.8225, grad_norm: 6.4769 2021-06-22 01:57:07,693 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-04, eta: 0:29:49, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9336, loss_cls: 0.8550, loss: 0.8550, grad_norm: 6.6990 2021-06-22 01:57:18,913 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-04, eta: 0:29:37, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8851, loss: 0.8851, grad_norm: 6.6597 2021-06-22 01:57:30,124 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-04, eta: 0:29:25, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8498, loss: 0.8498, grad_norm: 6.5622 2021-06-22 01:57:41,312 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-04, eta: 0:29:14, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.8972, loss: 0.8972, grad_norm: 6.8207 2021-06-22 01:57:52,509 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-04, eta: 0:29:02, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.9119, loss: 0.9119, grad_norm: 6.7433 2021-06-22 01:58:03,715 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-04, eta: 0:28:50, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9359, loss_cls: 0.8340, loss: 0.8340, grad_norm: 6.6703 2021-06-22 01:58:14,921 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-04, eta: 0:28:39, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8764, loss: 0.8764, grad_norm: 6.6873 2021-06-22 01:58:26,062 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-04, eta: 0:28:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9180, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.7016 2021-06-22 01:58:37,241 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-04, eta: 0:28:15, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.8651 2021-06-22 01:58:48,381 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-04, eta: 0:28:04, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8585, loss: 0.8585, grad_norm: 6.6937 2021-06-22 01:58:59,491 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-04, eta: 0:27:52, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9882, loss: 0.9882, grad_norm: 7.0648 2021-06-22 01:59:10,688 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-04, eta: 0:27:40, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9313, loss_cls: 0.8561, loss: 0.8561, grad_norm: 6.4918 2021-06-22 01:59:21,906 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-04, eta: 0:27:29, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9164, loss_cls: 0.8761, loss: 0.8761, grad_norm: 6.5239 2021-06-22 01:59:33,043 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-04, eta: 0:27:17, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7617, top5_acc: 0.9273, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.5074 2021-06-22 01:59:44,246 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-04, eta: 0:27:06, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8703, loss: 0.8703, grad_norm: 6.7515 2021-06-22 01:59:55,397 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-04, eta: 0:26:54, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7961, top5_acc: 0.9297, loss_cls: 0.8431, loss: 0.8431, grad_norm: 6.3632 2021-06-22 02:00:06,625 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-04, eta: 0:26:42, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.9912 2021-06-22 02:00:17,759 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-04, eta: 0:26:31, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.8499 2021-06-22 02:00:28,991 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-04, eta: 0:26:19, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8945, loss: 0.8945, grad_norm: 6.7087 2021-06-22 02:00:40,151 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-04, eta: 0:26:07, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9297, loss_cls: 0.8598, loss: 0.8598, grad_norm: 6.5223 2021-06-22 02:00:51,279 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-04, eta: 0:25:56, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9227, loss_cls: 0.8557, loss: 0.8557, grad_norm: 6.3670 2021-06-22 02:01:02,503 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-04, eta: 0:25:44, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8823, loss: 0.8823, grad_norm: 6.7491 2021-06-22 02:01:13,652 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-04, eta: 0:25:32, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9195, loss_cls: 0.8599, loss: 0.8599, grad_norm: 6.4439 2021-06-22 02:01:24,844 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-04, eta: 0:25:21, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9508, loss: 0.9508, grad_norm: 6.8057 2021-06-22 02:01:36,038 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-04, eta: 0:25:09, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9250, loss_cls: 0.8347, loss: 0.8347, grad_norm: 6.7039 2021-06-22 02:01:47,185 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-04, eta: 0:24:58, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.6769 2021-06-22 02:01:58,355 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-04, eta: 0:24:46, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.7094 2021-06-22 02:02:09,555 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-04, eta: 0:24:34, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9266, loss_cls: 0.8647, loss: 0.8647, grad_norm: 6.3894 2021-06-22 02:02:20,716 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-04, eta: 0:24:23, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.6171 2021-06-22 02:02:31,921 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-04, eta: 0:24:11, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8659, loss: 0.8659, grad_norm: 6.3404 2021-06-22 02:02:43,112 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-04, eta: 0:23:59, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9242, loss_cls: 0.8522, loss: 0.8522, grad_norm: 6.3276 2021-06-22 02:02:54,328 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-04, eta: 0:23:48, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8524, loss: 0.8524, grad_norm: 6.7282 2021-06-22 02:03:05,494 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-04, eta: 0:23:36, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8791, loss: 0.8791, grad_norm: 6.4537 2021-06-22 02:03:16,774 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-04, eta: 0:23:24, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.8363, loss: 0.8363, grad_norm: 6.4063 2021-06-22 02:03:27,940 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-04, eta: 0:23:13, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.8976, loss: 0.8976, grad_norm: 6.6466 2021-06-22 02:03:39,135 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-04, eta: 0:23:01, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9072, loss: 0.9072, grad_norm: 6.7333 2021-06-22 02:03:50,264 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-04, eta: 0:22:49, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.8411 2021-06-22 02:04:01,499 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-04, eta: 0:22:38, time: 0.562, data_time: 0.000, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8707, loss: 0.8707, grad_norm: 6.7726 2021-06-22 02:04:12,695 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-04, eta: 0:22:26, time: 0.559, data_time: 0.004, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8518, loss: 0.8518, grad_norm: 6.5071 2021-06-22 02:04:23,895 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-04, eta: 0:22:15, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7656, top5_acc: 0.9102, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.7645 2021-06-22 02:04:35,050 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-04, eta: 0:22:03, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8770, loss: 0.8770, grad_norm: 6.6372 2021-06-22 02:04:46,245 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-04, eta: 0:21:51, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7555, top5_acc: 0.9281, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.8767 2021-06-22 02:04:57,413 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-04, eta: 0:21:40, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9133, loss_cls: 0.8968, loss: 0.8968, grad_norm: 6.3722 2021-06-22 02:05:08,635 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-04, eta: 0:21:28, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.7605 2021-06-22 02:05:19,796 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-04, eta: 0:21:16, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.7502 2021-06-22 02:05:30,963 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-04, eta: 0:21:05, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.8537 2021-06-22 02:05:42,228 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-04, eta: 0:20:53, time: 0.564, data_time: 0.002, memory: 7083, top1_acc: 0.7766, top5_acc: 0.9172, loss_cls: 0.8902, loss: 0.8902, grad_norm: 6.7324 2021-06-22 02:05:53,421 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-04, eta: 0:20:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8402, loss: 0.8402, grad_norm: 6.4792 2021-06-22 02:06:04,652 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-04, eta: 0:20:30, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9227, loss_cls: 0.8326, loss: 0.8326, grad_norm: 6.3785 2021-06-22 02:06:15,879 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-04, eta: 0:20:18, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8992, loss: 0.8992, grad_norm: 6.6619 2021-06-22 02:06:27,015 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-04, eta: 0:20:07, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9344, loss_cls: 0.8798, loss: 0.8798, grad_norm: 6.7680 2021-06-22 02:06:38,252 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-04, eta: 0:19:55, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.5807 2021-06-22 02:06:49,447 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-04, eta: 0:19:43, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9227, loss_cls: 0.8879, loss: 0.8879, grad_norm: 6.6021 2021-06-22 02:07:00,667 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-04, eta: 0:19:32, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.8007 2021-06-22 02:07:11,897 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-04, eta: 0:19:20, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9398, loss_cls: 0.7879, loss: 0.7879, grad_norm: 6.4100 2021-06-22 02:07:23,134 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-04, eta: 0:19:08, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9273, loss_cls: 0.8763, loss: 0.8763, grad_norm: 6.6233 2021-06-22 02:07:34,326 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-04, eta: 0:18:57, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8612, loss: 0.8612, grad_norm: 6.6004 2021-06-22 02:07:45,502 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-04, eta: 0:18:45, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7969, top5_acc: 0.9328, loss_cls: 0.8474, loss: 0.8474, grad_norm: 6.5307 2021-06-22 02:07:56,651 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-04, eta: 0:18:34, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.8300, loss: 0.8300, grad_norm: 6.2163 2021-06-22 02:08:07,847 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-04, eta: 0:18:22, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9398, loss_cls: 0.7846, loss: 0.7846, grad_norm: 6.3141 2021-06-22 02:08:19,035 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-04, eta: 0:18:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9305, loss_cls: 0.8334, loss: 0.8334, grad_norm: 6.6616 2021-06-22 02:08:30,206 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-04, eta: 0:17:59, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9273, loss_cls: 0.8410, loss: 0.8410, grad_norm: 6.4852 2021-06-22 02:08:41,456 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-04, eta: 0:17:47, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8728, loss: 0.8728, grad_norm: 6.6601 2021-06-22 02:08:52,617 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-04, eta: 0:17:35, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9234, loss_cls: 0.8880, loss: 0.8880, grad_norm: 6.5578 2021-06-22 02:09:03,782 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-04, eta: 0:17:24, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8721, loss: 0.8721, grad_norm: 6.7474 2021-06-22 02:09:14,986 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-04, eta: 0:17:12, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.7938 2021-06-22 02:09:26,185 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-04, eta: 0:17:00, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9383, loss_cls: 0.8164, loss: 0.8164, grad_norm: 6.3824 2021-06-22 02:09:37,412 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-04, eta: 0:16:49, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.7444 2021-06-22 02:09:48,546 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-04, eta: 0:16:37, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7849, loss: 0.7849, grad_norm: 6.2201 2021-06-22 02:09:59,804 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-04, eta: 0:16:26, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.5786 2021-06-22 02:10:11,009 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-04, eta: 0:16:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.8062 2021-06-22 02:10:22,235 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-04, eta: 0:16:02, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.5189 2021-06-22 02:10:33,386 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-04, eta: 0:15:51, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9242, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.4473 2021-06-22 02:10:44,655 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-04, eta: 0:15:39, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8683, loss: 0.8683, grad_norm: 6.3250 2021-06-22 02:10:55,904 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-04, eta: 0:15:27, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8774, loss: 0.8774, grad_norm: 6.5762 2021-06-22 02:11:07,085 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-04, eta: 0:15:16, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8846, loss: 0.8846, grad_norm: 6.5075 2021-06-22 02:11:18,264 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-04, eta: 0:15:04, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7508, top5_acc: 0.9234, loss_cls: 0.9355, loss: 0.9355, grad_norm: 6.8367 2021-06-22 02:11:29,463 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-04, eta: 0:14:53, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.6758 2021-06-22 02:11:40,656 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-04, eta: 0:14:41, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.8039, top5_acc: 0.9227, loss_cls: 0.8141, loss: 0.8141, grad_norm: 6.2851 2021-06-22 02:11:51,820 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-04, eta: 0:14:29, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7602, top5_acc: 0.9305, loss_cls: 0.8869, loss: 0.8869, grad_norm: 6.6761 2021-06-22 02:12:02,980 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-04, eta: 0:14:18, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7906, top5_acc: 0.9219, loss_cls: 0.8653, loss: 0.8653, grad_norm: 6.4443 2021-06-22 02:12:14,124 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-04, eta: 0:14:06, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9211, loss_cls: 0.9135, loss: 0.9135, grad_norm: 6.7686 2021-06-22 02:12:25,301 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-04, eta: 0:13:54, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8900, loss: 0.8900, grad_norm: 6.6312 2021-06-22 02:12:36,542 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-04, eta: 0:13:43, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9258, loss_cls: 0.8776, loss: 0.8776, grad_norm: 6.5962 2021-06-22 02:12:47,796 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-04, eta: 0:13:31, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8091, loss: 0.8091, grad_norm: 6.3031 2021-06-22 02:12:58,933 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-04, eta: 0:13:20, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9211, loss_cls: 0.8727, loss: 0.8727, grad_norm: 6.4605 2021-06-22 02:13:10,136 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-04, eta: 0:13:08, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9453, loss_cls: 0.8159, loss: 0.8159, grad_norm: 6.6329 2021-06-22 02:13:21,362 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-04, eta: 0:12:56, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.5948 2021-06-22 02:13:32,561 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-04, eta: 0:12:45, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9219, loss_cls: 0.8351, loss: 0.8351, grad_norm: 6.4813 2021-06-22 02:13:43,738 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-04, eta: 0:12:33, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8390, loss: 0.8390, grad_norm: 6.3753 2021-06-22 02:13:54,923 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-04, eta: 0:12:21, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9289, loss_cls: 0.8709, loss: 0.8709, grad_norm: 6.5996 2021-06-22 02:14:06,129 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-04, eta: 0:12:10, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8790, loss: 0.8790, grad_norm: 6.3649 2021-06-22 02:14:17,335 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-04, eta: 0:11:58, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.7607 2021-06-22 02:14:28,465 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-04, eta: 0:11:47, time: 0.557, data_time: 0.000, memory: 7083, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9457, loss: 0.9457, grad_norm: 6.6781 2021-06-22 02:14:39,562 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-04, eta: 0:11:35, time: 0.554, data_time: 0.002, memory: 7083, top1_acc: 0.7805, top5_acc: 0.9219, loss_cls: 0.8804, loss: 0.8804, grad_norm: 6.8118 2021-06-22 02:14:50,730 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-04, eta: 0:11:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9281, loss_cls: 0.8641, loss: 0.8641, grad_norm: 6.5883 2021-06-22 02:15:01,840 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-04, eta: 0:11:12, time: 0.555, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.8954, loss: 0.8954, grad_norm: 6.6784 2021-06-22 02:15:13,035 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-04, eta: 0:11:00, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7930, top5_acc: 0.9289, loss_cls: 0.8388, loss: 0.8388, grad_norm: 6.4843 2021-06-22 02:15:24,268 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-04, eta: 0:10:48, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7898, top5_acc: 0.9258, loss_cls: 0.8673, loss: 0.8673, grad_norm: 6.4599 2021-06-22 02:15:35,519 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-04, eta: 0:10:37, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.9346 2021-06-22 02:15:46,749 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-04, eta: 0:10:25, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9195, loss_cls: 0.8684, loss: 0.8684, grad_norm: 6.4637 2021-06-22 02:15:57,956 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-04, eta: 0:10:14, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.8738, loss: 0.8738, grad_norm: 6.6051 2021-06-22 02:16:09,109 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-04, eta: 0:10:02, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9328, loss_cls: 0.8751, loss: 0.8751, grad_norm: 6.4437 2021-06-22 02:16:20,268 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-04, eta: 0:09:50, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.5722 2021-06-22 02:16:31,498 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-04, eta: 0:09:39, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.8328, loss: 0.8328, grad_norm: 6.4198 2021-06-22 02:16:42,675 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-04, eta: 0:09:27, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.7808 2021-06-22 02:16:53,832 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-04, eta: 0:09:15, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8733, loss: 0.8733, grad_norm: 6.5037 2021-06-22 02:17:05,026 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-04, eta: 0:09:04, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.8594 2021-06-22 02:17:16,168 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-04, eta: 0:08:52, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7867, top5_acc: 0.9242, loss_cls: 0.8510, loss: 0.8510, grad_norm: 6.6096 2021-06-22 02:17:27,330 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-04, eta: 0:08:41, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.6343 2021-06-22 02:17:38,531 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-04, eta: 0:08:29, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7727, top5_acc: 0.9195, loss_cls: 0.8894, loss: 0.8894, grad_norm: 6.5145 2021-06-22 02:17:49,675 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-04, eta: 0:08:17, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8503, loss: 0.8503, grad_norm: 6.5838 2021-06-22 02:18:00,849 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-04, eta: 0:08:06, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.8530, loss: 0.8530, grad_norm: 6.3819 2021-06-22 02:18:12,018 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-04, eta: 0:07:54, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8147, loss: 0.8147, grad_norm: 6.5602 2021-06-22 02:18:23,183 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-04, eta: 0:07:42, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8995, loss: 0.8995, grad_norm: 6.7891 2021-06-22 02:18:34,308 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-04, eta: 0:07:31, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.9330, loss: 0.9330, grad_norm: 6.6635 2021-06-22 02:18:45,453 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-04, eta: 0:07:19, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7648, top5_acc: 0.9172, loss_cls: 0.9173, loss: 0.9173, grad_norm: 6.6709 2021-06-22 02:18:56,602 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-04, eta: 0:07:08, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8475, loss: 0.8475, grad_norm: 6.5259 2021-06-22 02:19:07,737 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-04, eta: 0:06:56, time: 0.556, data_time: 0.002, memory: 7083, top1_acc: 0.7883, top5_acc: 0.9258, loss_cls: 0.8591, loss: 0.8591, grad_norm: 6.5998 2021-06-22 02:19:18,949 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-04, eta: 0:06:44, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.7800 2021-06-22 02:19:30,172 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-04, eta: 0:06:33, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8642, loss: 0.8642, grad_norm: 6.4676 2021-06-22 02:19:41,354 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-04, eta: 0:06:21, time: 0.560, data_time: 0.002, memory: 7083, top1_acc: 0.7820, top5_acc: 0.9320, loss_cls: 0.8441, loss: 0.8441, grad_norm: 6.6042 2021-06-22 02:19:52,495 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-04, eta: 0:06:09, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9266, loss_cls: 0.8506, loss: 0.8506, grad_norm: 6.3579 2021-06-22 02:20:03,725 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-04, eta: 0:05:58, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.8016, top5_acc: 0.9336, loss_cls: 0.8379, loss: 0.8379, grad_norm: 6.3473 2021-06-22 02:20:14,878 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-04, eta: 0:05:46, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9250, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.4099 2021-06-22 02:20:26,069 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-04, eta: 0:05:35, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7797, top5_acc: 0.9266, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.5094 2021-06-22 02:20:37,263 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-04, eta: 0:05:23, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9328, loss_cls: 0.8842, loss: 0.8842, grad_norm: 6.8473 2021-06-22 02:20:48,483 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-04, eta: 0:05:11, time: 0.562, data_time: 0.002, memory: 7083, top1_acc: 0.7922, top5_acc: 0.9352, loss_cls: 0.8037, loss: 0.8037, grad_norm: 6.4993 2021-06-22 02:20:59,665 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-04, eta: 0:05:00, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7859, top5_acc: 0.9273, loss_cls: 0.8674, loss: 0.8674, grad_norm: 6.5732 2021-06-22 02:21:10,776 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-04, eta: 0:04:48, time: 0.556, data_time: 0.001, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9180, loss_cls: 0.9106, loss: 0.9106, grad_norm: 6.8336 2021-06-22 02:21:21,970 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-04, eta: 0:04:37, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9453, loss_cls: 0.8023, loss: 0.8023, grad_norm: 6.4107 2021-06-22 02:21:33,095 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-04, eta: 0:04:25, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7625, top5_acc: 0.9055, loss_cls: 0.9406, loss: 0.9406, grad_norm: 6.6975 2021-06-22 02:21:44,322 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-04, eta: 0:04:13, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8839, loss: 0.8839, grad_norm: 6.8255 2021-06-22 02:21:55,444 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-04, eta: 0:04:02, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.6532 2021-06-22 02:22:06,694 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-04, eta: 0:03:50, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8326, loss: 0.8326, grad_norm: 6.4100 2021-06-22 02:22:17,897 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-04, eta: 0:03:38, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8765, loss: 0.8765, grad_norm: 6.5279 2021-06-22 02:22:29,058 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-04, eta: 0:03:27, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7688, top5_acc: 0.9320, loss_cls: 0.8798, loss: 0.8798, grad_norm: 6.5596 2021-06-22 02:22:40,262 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-04, eta: 0:03:15, time: 0.561, data_time: 0.001, memory: 7083, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.5534 2021-06-22 02:22:51,421 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-04, eta: 0:03:04, time: 0.557, data_time: 0.002, memory: 7083, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8596, loss: 0.8596, grad_norm: 6.7231 2021-06-22 02:23:02,675 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-04, eta: 0:02:52, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8748, loss: 0.8748, grad_norm: 6.8235 2021-06-22 02:23:13,835 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-04, eta: 0:02:40, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7891, top5_acc: 0.9336, loss_cls: 0.8317, loss: 0.8317, grad_norm: 6.4659 2021-06-22 02:23:25,063 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-04, eta: 0:02:29, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7953, top5_acc: 0.9305, loss_cls: 0.8490, loss: 0.8490, grad_norm: 6.4844 2021-06-22 02:23:36,248 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-04, eta: 0:02:17, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9002, loss: 0.9002, grad_norm: 6.7607 2021-06-22 02:23:47,438 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-04, eta: 0:02:06, time: 0.560, data_time: 0.001, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9313, loss_cls: 0.8889, loss: 0.8889, grad_norm: 6.8136 2021-06-22 02:23:58,708 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-04, eta: 0:01:54, time: 0.563, data_time: 0.001, memory: 7083, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.6689 2021-06-22 02:24:09,880 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-04, eta: 0:01:42, time: 0.559, data_time: 0.001, memory: 7083, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.8928, loss: 0.8928, grad_norm: 6.6390 2021-06-22 02:24:21,105 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-04, eta: 0:01:31, time: 0.561, data_time: 0.002, memory: 7083, top1_acc: 0.7992, top5_acc: 0.9391, loss_cls: 0.7990, loss: 0.7990, grad_norm: 6.5057 2021-06-22 02:24:32,268 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-04, eta: 0:01:19, time: 0.559, data_time: 0.002, memory: 7083, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.8869, loss: 0.8869, grad_norm: 6.9915 2021-06-22 02:24:43,525 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-04, eta: 0:01:07, time: 0.562, data_time: 0.001, memory: 7083, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.8221, loss: 0.8221, grad_norm: 6.4891 2021-06-22 02:24:54,670 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-04, eta: 0:00:56, time: 0.558, data_time: 0.001, memory: 7083, top1_acc: 0.7594, top5_acc: 0.9234, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.9308 2021-06-22 02:25:05,820 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-04, eta: 0:00:44, time: 0.557, data_time: 0.001, memory: 7083, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8899, loss: 0.8899, grad_norm: 6.7695 2021-06-22 02:25:16,966 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-04, eta: 0:00:33, time: 0.558, data_time: 0.002, memory: 7083, top1_acc: 0.7789, top5_acc: 0.9328, loss_cls: 0.8453, loss: 0.8453, grad_norm: 6.4374 2021-06-22 02:25:28,221 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-04, eta: 0:00:21, time: 0.563, data_time: 0.002, memory: 7083, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8839, loss: 0.8839, grad_norm: 6.8893 2021-06-22 02:25:39,522 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-04, eta: 0:00:09, time: 0.565, data_time: 0.000, memory: 7083, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.6743 2021-06-22 02:28:10,275 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-22 02:28:11,022 - mmaction - INFO - top1_acc 0.6940 top5_acc 0.8944 2021-06-22 02:28:11,023 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-22 02:28:11,051 - mmaction - INFO - mean_acc 0.6940 2021-06-22 02:28:11,479 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_50.pth. 2021-06-22 02:28:11,479 - mmaction - INFO - Best top1_acc is 0.6940 at 50 epoch. 2021-06-22 02:28:11,497 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-06-22 02:28:11,869 - mmaction - INFO - Epoch(val) [50][207] top1_acc: 0.6940, top5_acc: 0.8944, mean_class_accuracy: 0.6940